data-diff

generated 2026-08-20 17:09 UTC · etl diff report
❌ Found differences in 12 of 23 compared datasets
12
changed
11
identical
0
skipped
counts are datasets
Of the 12 datasets with differences, the changes are: 🔴 4 large · 🟢 1 small · 📝 6 metadata-only · ➕ 1 new-data-only (tiered by worst-column anomaly score; coverage loss ⇒ 🔴)
Top changes — what to watch
Datasets
  1. 🔴 garden/energy/2026-06-30/energy_mix🔴 4 · 🟡 39 · 🟢 38 column(s) changed− lost 61 data point(s)83 column(s) in 1 table(s)
  2. 🔴 garden/energy/2026-06-30/fossil_fuels🔴 2 · 🟡 27 · 🟢 29 column(s) changed− lost 36 data point(s)60 column(s) in 1 table(s)
  3. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy🔴 61 column(s) changed− lost 1,200 data point(s)63 column(s) in 1 table(s)
  4. 🔴 garden/energy/2026-06-30/carbon_intensity_of_energy🟢 2 column(s) changed− lost 57 data point(s)4 column(s) in 1 table(s)
  5. 🟢 garden/eia/2026-05-05/international_energy🟢 2 column(s) changed7 column(s) in 1 table(s)
  6. 📝 garden/demography/2024-07-15/populationmetadata-only changes
  7. 📝 garden/emissions/2025-12-04/national_contributionsmetadata-only changes
  8. 📝 garden/emissions/2025-12-04/owid_co2metadata-only changes
  9. garden/energy/2026-06-30/electricity_mix🟡 15 · 🟢 24 column(s) w/ shifted coverage
  10. 📝 garden/hyde/2024-01-02/all_indicatorsmetadata-only changes
  11. 📝 garden/un/2024-07-12/un_wppmetadata-only changes
  12. 📝 garden/worldbank_wdi/2026-07-27/wdimetadata-only changes
Indicators
  1. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy− lost 1,200 data point(s): Central America (EI), Eastern Africa (EI), Middle Africa (EI), Non-OECD (EI)…
  2. 🔴 garden/energy/2026-06-30/energy_mix · energy_mix− lost 61 data point(s): High-income countries, Low-income countries, Lower-middle-income countries, Upper-middle-income countries
  3. 🔴 garden/energy/2026-06-30/carbon_intensity_of_energy · carbon_intensity_of_energy− lost 57 data point(s): High-income countries, Low-income countries, Lower-middle-income countries, Upper-middle-income countries
  4. 🔴 garden/energy/2026-06-30/fossil_fuels · fossil_fuels− lost 36 data point(s): High-income countries, Low-income countries, Lower-middle-income countries, Upper-middle-income countries
  5. 🔴 garden/energy/2026-06-30/energy_mix · energy_mix.solar_and_wind_per_capita_kwhmedian anomaly score 100% · 46% of rows
  6. 🔴 garden/energy/2026-06-30/energy_mix · energy_mix.solar_and_wind_share_pctmedian anomaly score 100% · 43% of rows
  7. 🔴 garden/energy/2026-06-30/energy_mix · energy_mix.solar_and_wind_twhmedian anomaly score 100% · 47% of rows
  8. 🔴 garden/energy/2026-06-30/energy_mix · energy_mix.solar_and_wind_annual_change_twhmedian anomaly score 100% · 46% of rows
  9. 🔴 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.gas_imports_m3median anomaly score 17% · 0% of rows
  10. 🔴 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.gas_imports_per_capita_m3median anomaly score 17% · 0% of rows
  11. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.biodiesel_consumption_pjmedian anomaly score 16% · 16% of rows
  12. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.biodiesel_consumption_twhmedian anomaly score 16% · 16% of rows
  13. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.biodiesel_production_pjmedian anomaly score 16% · 16% of rows
  14. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.biodiesel_production_twhmedian anomaly score 16% · 16% of rows
  15. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.biofuels_consumption_ejmedian anomaly score 16% · 16% of rows
  16. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.biofuels_consumption_twhmedian anomaly score 16% · 16% of rows
  17. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.biofuels_production_pjmedian anomaly score 16% · 16% of rows
  18. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.biofuels_production_twhmedian anomaly score 16% · 16% of rows
  19. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_consumption_ejmedian anomaly score 16% · 16% of rows
  20. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_consumption_twhmedian anomaly score 16% · 16% of rows
  21. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_electricity_generation_twhmedian anomaly score 16% · 16% of rows
  22. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_production_ejmedian anomaly score 16% · 16% of rows
  23. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_production_mtmedian anomaly score 16% · 16% of rows
  24. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_production_twhmedian anomaly score 16% · 16% of rows
  25. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_reserves_anthracite_and_bituminous_mtmedian anomaly score 16% · 16% of rows
  26. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_reserves_mtmedian anomaly score 16% · 16% of rows
  27. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.coal_reserves_subbituminous_and_lignite_mtmedian anomaly score 16% · 16% of rows
  28. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.cobalt_production_ktmedian anomaly score 16% · 16% of rows
  29. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.cobalt_reserves_ktmedian anomaly score 16% · 16% of rows
  30. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.electricity_generation_twhmedian anomaly score 16% · 16% of rows
  31. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_consumption_bcfdmedian anomaly score 16% · 16% of rows
  32. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_consumption_bcmmedian anomaly score 16% · 16% of rows
  33. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_consumption_ejmedian anomaly score 16% · 16% of rows
  34. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_consumption_twhmedian anomaly score 16% · 16% of rows
  35. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_electricity_generation_twhmedian anomaly score 16% · 16% of rows
  36. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_production_bcfdmedian anomaly score 16% · 16% of rows
  37. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_production_bcmmedian anomaly score 16% · 16% of rows
  38. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_production_ejmedian anomaly score 16% · 16% of rows
  39. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_production_twhmedian anomaly score 16% · 16% of rows
  40. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.gas_reserves_m3median anomaly score 16% · 16% of rows
  41. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.graphite_production_ktmedian anomaly score 16% · 16% of rows
  42. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.graphite_reserves_ktmedian anomaly score 16% · 16% of rows
  43. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.hydro_consumption_ejmedian anomaly score 16% · 16% of rows
  44. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.hydro_consumption_twhmedian anomaly score 16% · 16% of rows
  45. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.hydro_electricity_generation_twhmedian anomaly score 16% · 16% of rows
  46. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.lithium_production_ktmedian anomaly score 16% · 16% of rows
  47. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.lithium_reserves_ktmedian anomaly score 16% · 16% of rows
  48. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.nuclear_consumption_ejmedian anomaly score 16% · 16% of rows
  49. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.nuclear_consumption_twhmedian anomaly score 16% · 16% of rows
  50. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.nuclear_electricity_generation_twhmedian anomaly score 16% · 16% of rows
  51. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_consumption_ejmedian anomaly score 16% · 16% of rows
  52. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_consumption_kbdmedian anomaly score 16% · 16% of rows
  53. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_consumption_m3dmedian anomaly score 16% · 16% of rows
  54. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_consumption_mtmedian anomaly score 16% · 16% of rows
  55. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_consumption_twhmedian anomaly score 16% · 16% of rows
  56. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_electricity_generation_twhmedian anomaly score 16% · 16% of rows
  57. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_production_mtmedian anomaly score 16% · 16% of rows
  58. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_production_twhmedian anomaly score 16% · 16% of rows
  59. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_reserves_bblmedian anomaly score 16% · 16% of rows
  60. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.oil_reserves_tmedian anomaly score 16% · 16% of rows
  61. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.other_renewables_consumption_ejmedian anomaly score 16% · 16% of rows
  62. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.other_renewables_consumption_twhmedian anomaly score 16% · 16% of rows
  63. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.other_renewables_electricity_generation_twhmedian anomaly score 16% · 16% of rows
  64. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.solar_consumption_ejmedian anomaly score 16% · 16% of rows
  65. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.solar_consumption_twhmedian anomaly score 16% · 16% of rows
  66. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.solar_electricity_generation_twhmedian anomaly score 16% · 16% of rows
  67. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.total_energy_supply_ejmedian anomaly score 16% · 16% of rows
  68. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.total_energy_supply_twhmedian anomaly score 16% · 16% of rows
  69. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.wind_consumption_ejmedian anomaly score 16% · 16% of rows
  70. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.wind_consumption_twhmedian anomaly score 16% · 16% of rows
  71. 🔴 garden/energy_institute/2026-06-30/statistical_review_of_world_energy · statistical_review_of_world_energy.wind_electricity_generation_twhmedian anomaly score 16% · 16% of rows
  72. garden/energy/2026-06-30/electricity_mix · electricity_mix.solar_and_wind_generation__twhcoverage churn 9.9% (values appeared/disappeared)
  73. garden/energy/2026-06-30/electricity_mix · electricity_mix.per_capita_solar_and_wind_generation__kwhcoverage churn 9.5% (values appeared/disappeared)
  74. garden/energy/2026-06-30/electricity_mix · electricity_mix.solar_generation__twhcoverage churn 9.4% (values appeared/disappeared)
  75. garden/energy/2026-06-30/electricity_mix · electricity_mix.wind_generation__twhcoverage churn 9.2% (values appeared/disappeared)
  76. 🟡 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.oil_imports_per_capita_m3median anomaly score 9.0% · 0% of rows
  77. 🟡 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.oil_imports_m3median anomaly score 9.0% · 0% of rows
  78. garden/energy/2026-06-30/electricity_mix · electricity_mix.per_capita_solar_generation__kwhcoverage churn 9.0% (values appeared/disappeared)
  79. garden/energy/2026-06-30/electricity_mix · electricity_mix.per_capita_wind_generation__kwhcoverage churn 8.8% (values appeared/disappeared)
  80. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.hydro_annual_change_pctmedian anomaly score 8.3% · 29% of rows
  81. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.hydro_annual_change_twhmedian anomaly score 8.0% · 47% of rows
  82. 🟡 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.coal_imports_tonnesmedian anomaly score 6.8% · 0% of rows
  83. 🟡 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.coal_imports_per_capita_tonnesmedian anomaly score 6.8% · 0% of rows
  84. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.renewables_annual_change_twhmedian anomaly score 5.2% · 48% of rows
  85. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.oil_annual_change_twhmedian anomaly score 5.1% · 47% of rows
  86. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.renewables_annual_change_pctmedian anomaly score 4.9% · 36% of rows
  87. 🟡 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.coal_exports_tonnesmedian anomaly score 4.7% · 0% of rows
  88. 🟡 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.coal_exports_per_capita_tonnesmedian anomaly score 4.7% · 0% of rows
  89. 🟡 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.gas_net_imports_per_capita_m3median anomaly score 4.4% · 0% of rows
  90. 🟡 garden/energy/2026-06-30/fossil_fuels · fossil_fuels.gas_net_imports_m3median anomaly score 4.4% · 0% of rows
  91. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.renewables_twhmedian anomaly score 4.2% · 49% of rows
  92. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.renewables_per_capita_kwhmedian anomaly score 4.2% · 48% of rows
  93. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.oil_annual_change_pctmedian anomaly score 4.1% · 47% of rows
  94. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.hydro_twhmedian anomaly score 3.8% · 48% of rows
  95. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.hydro_per_capita_kwhmedian anomaly score 3.8% · 48% of rows
  96. 🟡 garden/energy/2026-06-30/energy_mix · energy_mix.other_renewables_annual_change_twhmedian anomaly score 3.8% · 48% of rows
  97. garden/energy/2026-06-30/electricity_mix · electricity_mix.low_carbon_generation__twhcoverage churn 3.8% (values appeared/disappeared)
  98. garden/energy/2026-06-30/electricity_mix · electricity_mix.renewable_generation__twhcoverage churn 3.8% (values appeared/disappeared)
  99. garden/energy/2026-06-30/electricity_mix · electricity_mix.per_capita_low_carbon_generation__kwhcoverage churn 3.7% (values appeared/disappeared)
  100. garden/energy/2026-06-30/electricity_mix · electricity_mix.per_capita_renewable_generation__kwhcoverage churn 3.7% (values appeared/disappeared)
~ garden/energy/2026-06-30/energy_mix🔴 4 · 🟡 39 · 🟢 38 column(s) changed↕ 🔴 55 · 🟡 12 · 🟢 3 column(s) w/ shifted coverage− 61 row(s) removed: High-income countries, Low-income countries, Lower-middle-income countries, Upper-middle-income countries83 columns in 1 table
= Table energy_mix🔴 median anomaly score 100%
~ energy_mix.solar_and_wind_per_capita_kwh 🔴 median anomaly score 100%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_and_wind_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_and_wind_per_capita_kwh
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.002753164852038026
High-income countries19790.005464471410959959
High-income countries20251620.6705322265625
Low-income countries19680.0
Low-income countries19690.0
Low-income countries19700.0
Low-income countries19710.0
Low-income countries19720.0
Low-income countries19730.0
Low-income countries19740.0
Low-income countries19750.0
Low-income countries19760.0
Low-income countries19770.0
Low-income countries19780.0
Low-income countries19790.0
Low-income countries20250.0
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries2025120.84638977050781
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries2025907.1517944335938
~ Changed values: 5,849 / 12,710 (46.02%) (590 revised, 4,726 appeared, 533 disappeared) — showing the 100 most anomalous rows
countryyearsolar_and_wind_per_capita_kwh -solar_and_wind_per_capita_kwh +anomaly score
New Caledonia20240.01027.7188720703125100%
New Caledonia20220.0936.8578491210938100%
New Caledonia20230.0927.973388671875100%
New Caledonia20210.0785.3394165039062100%
New Caledonia20200.0700.2431640625100%
New Caledonia20190.0609.9796752929688100%
Netherlands Antilles20010.0399.01092529296875100%
Netherlands Antilles20020.0397.7279357910156100%
Netherlands Antilles20030.0394.8195495605469100%
Netherlands Antilles20040.0390.7647705078125100%
Netherlands Antilles20050.0386.0227355957031100%
Netherlands Antilles20060.0380.6134033203125100%
Netherlands Antilles20070.0374.6405334472656100%
Netherlands Antilles20100.0344.4288024902344100%
Netherlands Antilles20090.0332.448486328125100%
Netherlands Antilles20080.0327.0858154296875100%
New Caledonia20180.0324.4566345214844100%
New Caledonia20170.0257.4465637207031100%
New Caledonia20150.0243.66213989257812100%
New Caledonia20120.0228.24325561523438100%
Mongolia20210.0223.3749542236328100%
New Caledonia20140.0220.457763671875100%
Mongolia20240.0208.10720825195312100%
New Caledonia20130.0205.90106201171875100%
Mongolia20220.0205.84669494628906100%
Mongolia20230.0203.0922393798828100%
New Caledonia20160.0197.57826232910156100%
New Caledonia20100.0194.96902465820312100%
Mongolia20190.0183.4710235595703100%
Mongolia20200.0180.2001190185547100%
New Caledonia20110.0172.57550048828125100%
Serbia20210.0160.63365173339844100%
New Caledonia20070.0159.53414916992188100%
Serbia20200.0143.15672302246094100%
Serbia20220.0142.128173828125100%
Serbia20190.0130.87564086914062100%
New Caledonia20060.0121.18421173095703100%
New Caledonia20080.0118.18887329101562100%
New Caledonia20090.0116.61309051513672100%
Mongolia20180.0113.64662170410156100%
New Caledonia20050.081.83607482910156100%
Tunisia20240.075.51585388183594100%
Bolivia20240.070.71572875976562100%
Tunisia20230.068.03036499023438100%
Bahrain20240.066.986083984375100%
Bolivia20220.065.57835388183594100%
Bolivia20230.064.68389129638672100%
Bahrain20230.060.522125244140625100%
Bahrain20220.057.38656234741211100%
Mongolia20150.054.42582702636719100%
Mongolia20160.053.27519226074219100%
Tunisia20210.053.11809539794922100%
Tunisia20220.052.89067840576172100%
Mongolia20170.052.506614685058594100%
Tunisia20190.052.125946044921875100%
Tunisia20200.051.36103439331055100%
Tunisia20160.050.56955337524414100%
Tunisia20170.049.95492172241211100%
Tunisia20140.047.98526382446289100%
Mongolia20140.046.000038146972656100%
Tunisia20180.045.64186096191406100%
Tunisia20150.044.99104309082031100%
Netherlands Antilles20000.044.88859558105469100%
New Caledonia20040.041.517032623291016100%
Bolivia20210.039.958553314208984100%
Netherlands Antilles19990.039.00786590576172100%
Netherlands Antilles19980.038.566219329833984100%
Netherlands Antilles19970.038.04802703857422100%
Netherlands Antilles19960.037.57158660888672100%
Netherlands Antilles19950.037.21800994873047100%
Netherlands Antilles19940.037.00590515136719100%
New Caledonia20020.034.44727325439453100%
Bolivia20200.033.513023376464844100%
Tunisia20130.033.38908767700195100%
New Caledonia20000.031.374658584594727100%
New Caledonia20010.030.74031639099121100%
Cuba20240.028.494497299194336100%
New Caledonia19980.028.02926254272461100%
New Caledonia19990.027.4559326171875100%
Bahrain20210.026.635379791259766100%
Cuba20230.025.186357498168945100%
Cuba20220.024.864776611328125100%
Guyana20240.024.546018600463867100%
New Caledonia19970.023.858604431152344100%
Serbia20180.023.27630615234375100%
Democratic Republic of Congo20240.022.96232032775879100%
Guyana20190.022.78163719177246100%
Guyana20230.022.26640510559082100%
Bolivia20190.022.105342864990234100%
Mongolia20130.021.739992141723633100%
New Caledonia20030.021.125213623046875100%
Democratic Republic of Congo20230.020.795969009399414100%
Democratic Republic of Congo20220.020.6451416015625100%
Cuba20190.020.173442840576172100%
Tunisia20120.018.256711959838867100%
Guyana20210.016.43195915222168100%
Guyana20220.016.252147674560547100%
Bolivia20180.016.16214942932129100%
Guyana20200.015.356303215026855100%
Yemen20240.014.614242553710938100%
~ energy_mix.solar_and_wind_share_pct 🔴 median anomaly score 100%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_and_wind_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_and_wind_share_pct
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19786.2292292568599805e-06
High-income countries19791.213262203236809e-05
High-income countries20253.0863072872161865
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries20252.40124249458313
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries20253.927910327911377
~ Changed values: 5,429 / 12,710 (42.71%) (613 revised, 4,805 appeared, 11 disappeared) — showing the 100 most anomalous rows
countryyearsolar_and_wind_share_pct -solar_and_wind_share_pct +anomaly score
Democratic Republic of Congo20240.07.701277732849121100%
Democratic Republic of Congo20220.06.865350723266602100%
Democratic Republic of Congo20230.06.857144355773926100%
Democratic Republic of Congo20210.03.5967419147491455100%
New Caledonia20240.02.180750846862793100%
New Caledonia20220.01.5008642673492432100%
New Caledonia20230.01.478131651878357100%
Mongolia20220.01.3725125789642334100%
New Caledonia20210.01.312589168548584100%
Mongolia20210.01.2637207508087158100%
New Caledonia20200.01.0351167917251587100%
Mongolia20230.00.9841796159744263100%
Mongolia20190.00.9755015969276428100%
Mongolia20200.00.9745338559150696100%
Mongolia20240.00.9743614196777344100%
Yemen20240.00.9628251791000366100%
Yemen20230.00.8908663392066956100%
New Caledonia20190.00.8369610905647278100%
Yemen20210.00.8240405321121216100%
Yemen20220.00.8077782392501831100%
Yemen20200.00.7938452363014221100%
Tunisia20240.00.7695911526679993100%
Yemen20180.00.7694356441497803100%
Bolivia20220.00.763351559638977100%
Bolivia20240.00.7526179552078247100%
Bolivia20230.00.7219991683959961100%
Yemen20190.00.7213366627693176100%
Tunisia20230.00.6939666867256165100%
Mongolia20180.00.6513836979866028100%
Low-income countries20240.00.6291195154190063100%
Serbia20210.00.6067336201667786100%
Madagascar20240.00.5860722661018372100%
Low-income countries20230.00.5761392712593079100%
Serbia20200.00.5653937458992004100%
Serbia20220.00.5635448694229126100%
Low-income countries20220.00.555351734161377100%
Tunisia20200.00.5431026816368103100%
Tunisia20220.00.5303215384483337100%
Tunisia20160.00.5249841809272766100%
Tunisia20210.00.5242773294448853100%
Serbia20190.00.5233322978019714100%
Madagascar20230.00.5223456621170044100%
Madagascar20220.00.5094820261001587100%
Tunisia20190.00.507731020450592100%
Tunisia20140.00.5024629235267639100%
Bolivia20210.00.501456081867218100%
Bolivia20200.00.4985882639884949100%
Tunisia20170.00.4949577748775482100%
Tunisia20150.00.46093231439590454100%
Tunisia20180.00.44748008251190186100%
Angola20240.00.4383123219013214100%
Low-income countries20210.00.42637544870376587100%
New Caledonia20180.00.4212738275527954100%
New Caledonia20120.00.41971907019615173100%
Angola20220.00.39642974734306335100%
Angola20230.00.3914436101913452100%
Tunisia20130.00.3801255226135254100%
Zambia20200.00.3774612843990326100%
New Caledonia20170.00.3726871907711029100%
Yemen20160.00.37195080518722534100%
Cuba20240.00.37068551778793335100%
New Caledonia20150.00.36383652687072754100%
New Caledonia20130.00.3611498475074768100%
Yemen20170.00.3609001040458679100%
New Caledonia20100.00.357893705368042100%
Mongolia20150.00.3563813865184784100%
Mongolia20160.00.3528076708316803100%
Madagascar20200.00.3414666950702667100%
Zambia20210.00.34053531289100647100%
New Caledonia20070.00.33879607915878296100%
New Caledonia20140.00.33353739976882935100%
Zambia20220.00.3317015469074249100%
New Caledonia20110.00.3311426043510437100%
Cuba20230.00.32927921414375305100%
Mongolia20170.00.32291164994239807100%
Zambia20190.00.3177393674850464100%
Zambia20240.00.309761643409729100%
Cuba20220.00.29512956738471985100%
Madagascar20180.00.28656962513923645100%
Mongolia20140.00.28116607666015625100%
Zambia20230.00.27416369318962097100%
New Caledonia20160.00.27322620153427124100%
Bolivia20190.00.2695125341415405100%
New Caledonia20060.00.2689509391784668100%
Madagascar20210.00.25848764181137085100%
New Caledonia20080.00.2553054392337799100%
New Caledonia20090.00.25139641761779785100%
Sudan20240.00.24987468123435974100%
Low-income countries20200.00.24788521230220795100%
Madagascar20190.00.24735404551029205100%
Low-income countries20190.00.23442643880844116100%
Chad20160.00.22306659817695618100%
Cuba20190.00.22291886806488037100%
Yemen20150.00.2222774624824524100%
Tunisia20120.00.21714766323566437100%
Sudan20230.00.2095395028591156100%
Bolivia20180.00.19396567344665527100%
Low-income countries20180.00.18826152384281158100%
Low-income countries20160.00.1875421702861786100%
New Caledonia20050.00.17767401039600372100%
~ energy_mix.solar_and_wind_twh 🔴 median anomaly score 100%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_and_wind_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_and_wind_twh
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.003000000026077032
High-income countries19790.006000000052154064
High-income countries20252304.596923828125
Low-income countries19680.0
Low-income countries19690.0
Low-income countries19700.0
Low-income countries19710.0
Low-income countries19720.0
Low-income countries19730.0
Low-income countries19740.0
Low-income countries19750.0
Low-income countries19760.0
Low-income countries19770.0
Low-income countries19780.0
Low-income countries19790.0
Low-income countries20250.0
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries2025355.9422607421875
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries20252805.919921875
~ Changed values: 6,023 / 12,710 (47.39%) (591 revised, 4,804 appeared, 628 disappeared) — showing the 100 most anomalous rows
countryyearsolar_and_wind_twh -solar_and_wind_twh +anomaly score
Low-income countries20240.05.042963027954102100%
Low-income countries20230.04.505652904510498100%
Low-income countries20220.04.378726959228516100%
Low-income countries20210.03.2948999404907227100%
Democratic Republic of Congo20240.02.5092365741729736100%
Democratic Republic of Congo20230.02.200000047683716100%
Democratic Republic of Congo20220.02.114000082015991100%
Low-income countries20190.02.0148229598999023100%
Low-income countries20200.01.9906980991363525100%
Low-income countries20180.01.542441964149475100%
Low-income countries20160.01.2635550498962402100%
Low-income countries20170.01.1368290185928345100%
Low-income countries20150.01.1340609788894653100%
Serbia20210.01.097999930381775100%
Democratic Republic of Congo20210.01.0549999475479126100%
Serbia20200.00.9889000058174133100%
Serbia20220.00.9652230143547058100%
Tunisia20240.00.9271159172058105100%
Serbia20190.00.9116999506950378100%
Bolivia20240.00.8778168559074402100%
Tunisia20230.00.8300000429153442100%
Bolivia20220.00.7920000553131104100%
Bolivia20230.00.7920000553131104100%
Mongolia20210.00.7459999918937683100%
Mongolia20240.00.7232850790023804100%
Low-income countries20140.00.7150470018386841100%
Mongolia20220.00.6970000267028809100%
Mongolia20230.00.6970000267028809100%
Tunisia20220.00.6410000324249268100%
Tunisia20210.00.6399999856948853100%
Tunisia20190.00.6190000176429749100%
Tunisia20200.00.6150000095367432100%
Yemen20240.00.5930923223495483100%
Mongolia20190.00.5929999947547913100%
Mongolia20200.00.5929999947547913100%
Tunisia20160.00.5830000042915344100%
Tunisia20170.00.5820000171661377100%
Tunisia20140.00.5410000085830688100%
Tunisia20180.00.5370000004768372100%
Low-income countries20130.00.5250470042228699100%
Yemen20230.00.5199999809265137100%
Tunisia20150.00.5130000114440918100%
Yemen20220.00.5109999775886536100%
Yemen20210.00.49900001287460327100%
Yemen20200.00.49000000953674316100%
Yemen20180.00.48399999737739563100%
Yemen20190.00.48399999737739563100%
Bolivia20210.00.47699999809265137100%
Angola20240.00.4413975477218628100%
Bolivia20200.00.3959999978542328100%
Angola20220.00.3869999945163727100%
Angola20230.00.3869999945163727100%
Tunisia20130.00.3720000088214874100%
Mongolia20180.00.36000001430511475100%
Low-income countries20120.00.32166600227355957100%
Cuba20240.00.3128633499145508100%
New Caledonia20240.00.30076706409454346100%
Cuba20230.00.27755194902420044100%
Cuba20220.00.2750000059604645100%
New Caledonia20220.00.26899999380111694100%
New Caledonia20230.00.26899999380111694100%
Bolivia20190.00.257999986410141100%
Cuba20190.00.22599999606609344100%
New Caledonia20210.00.2240000069141388100%
Tunisia20120.00.20099999010562897100%
New Caledonia20200.00.19900000095367432100%
Yemen20170.00.1940000057220459100%
Bolivia20180.00.1860000044107437100%
New Caledonia20190.00.17299999296665192100%
Ghana20240.00.17108431458473206100%
Zambia20240.00.1676626354455948100%
Cuba20160.00.164000004529953100%
Serbia20180.00.16339999437332153100%
Mongolia20170.00.16300000250339508100%
Ghana20220.00.16200000047683716100%
Mongolia20150.00.16200000047683716100%
Mongolia20160.00.16200000047683716100%
Sudan20240.00.15967869758605957100%
Myanmar20220.00.1589999943971634100%
Yemen20160.00.1550000011920929100%
Ghana20230.00.15000000596046448100%
Zambia20200.00.15000000596046448100%
Zambia20210.00.14800000190734863100%
Cuba20150.00.1469999998807907100%
Zambia20230.00.1469999998807907100%
Zambia20220.00.14300000667572021100%
Cuba20180.00.14299999177455902100%
Sudan20230.00.14000000059604645100%
Tunisia20100.00.14000000059604645100%
Cuba20130.00.13599999248981476100%
Mongolia20140.00.1340000033378601100%
Ghana20210.00.12800000607967377100%
Nigeria20240.00.1266023963689804100%
Sudan20220.00.12600000202655792100%
Myanmar20240.00.12143723666667938100%
Zambia20190.00.11800000071525574100%
Yemen20150.00.11599999666213989100%
Cuba20140.00.11299999803304672100%
Nigeria20230.00.11100000143051147100%
Tunisia20110.00.11099999397993088100%
~ energy_mix.solar_and_wind_annual_change_twh 🔴 median anomaly score 100%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_and_wind_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_and_wind_annual_change_twh
High-income countries1965NaN
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.003000000026077032
High-income countries19790.003000000026077032
High-income countries2025222.68194580078125
Low-income countries1968NaN
Low-income countries19690.0
Low-income countries19700.0
Low-income countries19710.0
Low-income countries19720.0
Low-income countries19730.0
Low-income countries19740.0
Low-income countries19750.0
Low-income countries19760.0
Low-income countries19770.0
Low-income countries19780.0
Low-income countries19790.0
Low-income countries20250.0
Lower-middle-income countries1965NaN
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries202584.37213134765625
Upper-middle-income countries1965NaN
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries2025526.87255859375
~ Changed values: 5,789 / 12,710 (45.55%) (467 revised, 4,691 appeared, 631 disappeared) — showing the 100 most anomalous rows
countryyearsolar_and_wind_annual_change_twh -solar_and_wind_annual_change_twh +anomaly score
Low-income countries20210.01.3042018413543701100%
Low-income countries20220.01.083827018737793100%
Democratic Republic of Congo20220.01.0590001344680786100%
Democratic Republic of Congo20210.01.0379999876022339100%
Serbia20190.00.7482999563217163100%
Low-income countries20240.00.5373102426528931100%
Low-income countries20190.00.47238099575042725100%
Low-income countries20150.00.41901397705078125100%
Low-income countries20180.00.4056130051612854100%
Angola20220.00.36899998784065247100%
Bolivia20220.00.3149999976158142100%
Democratic Republic of Congo20240.00.3092365264892578100%
Yemen20180.00.28999999165534973100%
Mongolia20190.00.2330000102519989100%
Low-income countries20120.00.21656599640846252100%
Low-income countries20130.00.2033810019493103100%
Mongolia20180.00.19699999690055847100%
Low-income countries20140.00.1900000125169754100%
Tunisia20230.00.18900001049041748100%
Tunisia20130.00.17100001871585846100%
Tunisia20140.00.16900001466274261100%
South America2006-0.0095091490074992180.14601249992847443100%
Mongolia20210.00.15299996733665466100%
Bolivia20200.00.1379999965429306100%
Serbia20220.0-0.13277693092823029100%
South America2009-5.600560689345002e-050.13163426518440247100%
Low-income countries20160.00.12949401140213013100%
Low-income countries20230.00.12692570686340332100%
Low-income countries20170.0-0.12672601640224457100%
Bolivia20180.00.12000000476837158100%
Zambia20190.00.11699999868869781100%
Serbia20210.00.10909995436668396100%
Yemen20150.00.10599999874830246100%
Serbia20180.00.10179999470710754100%
Cuba20130.00.10000000149011612100%
Tunisia20240.00.09711593389511108100%
Sudan20220.00.09180000424385071100%
Tunisia20120.00.08999999612569809100%
Democratic Republic of Congo20230.00.08599996566772461100%
Bolivia20240.00.08581683039665222100%
Cuba20190.00.08300000429153442100%
Tunisia20190.00.0819999948143959100%
Bolivia20210.00.08100002259016037100%
New Caledonia20190.00.08100000023841858100%
Serbia20200.00.0772000253200531100%
Yemen20240.00.07309234142303467100%
Myanmar20220.00.0729999914765358100%
Mongolia20140.00.07199999690055847100%
Bolivia20190.00.07199998944997787100%
Ghana20210.00.07100000977516174100%
Tunisia20160.00.06999999284744263100%
Cuba20170.0-0.06599999964237213100%
Netherlands Antilles20010.00.06300000101327896100%
Tunisia20090.00.058000002056360245100%
Angola20240.00.05439755320549011100%
Mongolia20130.00.05300000309944153100%
Myanmar20230.0-0.05252859741449356100%
Mongolia20220.0-0.048999980092048645100%
Bahrain20220.00.047999996691942215100%
Low-income countries20110.00.04600000008940697100%
New Caledonia20220.00.044999998062849045100%
Cuba20180.00.044999994337558746100%
Tunisia20180.0-0.044999994337558746100%
Syria20220.00.04399999976158142100%
Madagascar20220.00.04396999999880791100%
Tunisia20100.00.0429999940097332100%
Yemen20160.00.039000004529953100%
Yemen20170.00.039000004529953100%
Mozambique20200.00.039000000804662704100%
Syria20210.00.03799999877810478100%
Cuba20240.00.03531140089035034100%
Cuba20150.00.034000005573034286100%
Ghana20220.00.03399999439716339100%
Zambia20200.00.03200000524520874100%
New Caledonia20240.00.03176705539226532100%
Mozambique20190.00.029999999329447746100%
Tunisia20110.0-0.029000001028180122100%
Tunisia20150.0-0.02800001949071884100%
Mongolia20150.00.02799999713897705100%
Mongolia20240.00.026285111904144287100%
New Caledonia20200.00.0260000079870224100%
Serbia20160.00.026000000536441803100%
Tunisia20210.00.025000005960464478100%
Low-income countries20100.00.02500000037252903100%
Bolivia20170.00.02499999850988388100%
New Caledonia20210.00.024999994784593582100%
Low-income countries20200.0-0.02412494830787182100%
Bolivia20160.00.024000000208616257100%
Ghana20160.00.024000000208616257100%
Nigeria20200.00.024000000208616257100%
Nigeria20210.00.023999996483325958100%
Serbia20170.00.023600000888109207100%
Cuba20140.0-0.023000001907348633100%
Tunisia20000.00.023000000044703484100%
Myanmar20150.00.02199999988079071100%
Nigeria20120.00.02199999988079071100%
Ghana20240.00.021084308624267578100%
Bahrain20210.00.021000001579523087100%
New Caledonia20100.00.020999999716877937100%
Netherlands Antilles20110.00.020999997854232788100%
~ energy_mix.hydro_annual_change_pct 🟡 median anomaly score 8.3%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearhydro_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearhydro_annual_change_pct
High-income countries1965NaN
High-income countries19665.563568115234375
High-income countries19672.556910991668701
High-income countries19682.5206873416900635
High-income countries19694.6319074630737305
High-income countries19702.7804341316223145
High-income countries19714.557199001312256
High-income countries19724.534326553344727
High-income countries19730.1882341504096985
High-income countries19749.732484817504883
High-income countries19750.10089027136564255
High-income countries1976-4.249113082885742
High-income countries19770.6505248546600342
High-income countries19787.527959823608398
High-income countries19794.060763835906982
High-income countries2025-4.526131629943848
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19663.1479835510253906
Lower-middle-income countries196711.51192855834961
Lower-middle-income countries196821.159849166870117
Lower-middle-income countries196913.315193176269531
Lower-middle-income countries19707.267706394195557
Lower-middle-income countries197113.411221504211426
Lower-middle-income countries19720.07838952541351318
Lower-middle-income countries19734.603656768798828
Lower-middle-income countries19742.3639955520629883
Lower-middle-income countries197516.795656204223633
Lower-middle-income countries19768.337087631225586
Lower-middle-income countries197711.521476745605469
Lower-middle-income countries197818.104026794433594
Lower-middle-income countries19790.638327419757843
Lower-middle-income countries20256.74368143081665
Upper-middle-income countries1965NaN
Upper-middle-income countries196610.46167278289795
Upper-middle-income countries1967-1.3029508590698242
Upper-middle-income countries196814.708906173706055
Upper-middle-income countries19698.043564796447754
Upper-middle-income countries197010.287355422973633
Upper-middle-income countries19713.337193012237549
Upper-middle-income countries197234.97694778442383
Upper-middle-income countries1973-17.989898681640625
Upper-middle-income countries197410.52607250213623
Upper-middle-income countries19752.215528726577759
Upper-middle-income countries19769.147712707519531
Upper-middle-income countries19778.227330207824707
Upper-middle-income countries19789.242569923400879
Upper-middle-income countries19797.60787296295166
Upper-middle-income countries20251.076324701309204
~ Changed values: 3,703 / 12,710 (29.13%) (139 revised, 3,561 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearhydro_annual_change_pct -hydro_annual_change_pct +anomaly score
USSR197254.36602020263672-2.5377769470214844100%
Europe1973-11.926978111267091.142989993095398100%
Lower-middle-income countries2010-1.4772328138351442.638908624649048100%
Lower-middle-income countries2018-1.19102561473846442.6447689533233643100%
Lower-middle-income countries2021-1.47682619094848632.3232810497283936100%
Lower-middle-income countries19831.6616392135620117-1.7219202518463135100%
Lower-middle-income countries1999-0.54965656995773322.611384153366089100%
Lower-middle-income countries1996-0.043762013316154481.9910370111465454100%
Upper-middle-income countries1999-0.17589023709297180.20746465027332306100%
USSR1973-37.14745330810547-0.4506846368312835798%
Lower-middle-income countries19920.234282717108726518.3791427612304797%
Lower-middle-income countries2002-1.6028717756271362-0.0787220075726509191%
Europe197217.3830451965332032.21449422836303777%
Lower-middle-income countries20068.039978027343752.487869501113891653%
High-income countries19880.154672160744667050.0573436170816421546%
High-income countries20020.06419058144092560.1710720062255859445%
Iran2021-100.0-40.4139480590820342%
Lower-middle-income countries1995-2.383327007293701-1.099266052246093837%
Upper-middle-income countries19862.17267680168151864.65484857559204136%
Lower-middle-income countries2000-3.3412294387817383-1.616833806037902835%
Upper-middle-income countries19923.6180448532104491.753783822059631335%
Lower-middle-income countries2012-6.929149627685547-3.403108358383178734%
Upper-middle-income countries20013.00378489494323731.506535649299621633%
Lower-middle-income countries19861.52527379989624023.007466077804565433%
Upper-middle-income countries20111.52856326103210450.782477796077728332%
Lower-middle-income countries2001-3.3063459396362305-1.728419899940490731%
Lower-middle-income countries19932.27438497543334961.203415155410766631%
Lower-middle-income countries2016-5.76487922668457-3.060184717178344731%
Lower-middle-income countries199811.9635457992553716.63588380813598629%
Lower-middle-income countries1997-1.2655131816864014-2.246714830398559628%
High-income countries19860.106997445225715640.1860892474651336727%
Lower-middle-income countries2009-2.5560142993927-1.527831077575683625%
Lower-middle-income countries20243.5708222389221195.88704490661621124%
Lower-middle-income countries201910.4724264144897466.396868228912353524%
Lower-middle-income countries20203.141073465347294.85555028915405321%
Upper-middle-income countries2009-0.8075583577156067-0.526031255722045921%
Lower-middle-income countries19878.0069971084594735.23303270339965821%
Lower-middle-income countries19849.191809654235846.15535640716552720%
Upper-middle-income countries2021-3.0737924575805664-2.066287517547607420%
Lower-middle-income countries20174.3748660087585456.47779512405395519%
High-income countries20060.78005230426788330.546268641948718%
Lower-middle-income countries200423.70090866088867216.84295272827148417%
High-income countries1984-0.2627255618572235-0.1878770440816879317%
Asia2021-2.450179100036621-1.753374218940734917%
Lower-middle-income countries2008-3.4982073307037354-2.52404093742370616%
Lower-middle-income countries20142.1372516155242921.555381894111633316%
Lower-middle-income countries1982-7.984735012054443-6.0338373184204114%
Lower-middle-income countries19948.7922658920288096.65424299240112314%
Lower-middle-income countries20137.8241839408874516.05216455459594713%
Upper-middle-income countries20172.45837759971618651.901685833930969213%
Upper-middle-income countries20031.75670421123504642.26838350296020513%
Upper-middle-income countries19962.72916746139526373.492547512054443412%
Upper-middle-income countries20194.9801096916198733.893440246582031212%
High-income countries20100.85220509767532351.086662650108337412%
High-income countries20000.58037120103836060.738989412784576412%
High-income countries20231.77433931827545171.401362538337707512%
High-income countries20110.98948997259140010.790094316005706811%
Upper-middle-income countries20201.3263316154479981.066068053245544411%
Asia20223.7803323268890383.044280290603637711%
High-income countries2007-1.8862485885620117-1.52848136425018310%
Upper-middle-income countries19911.0852425098419191.32090222835540779.8%
Upper-middle-income countries19904.6580419540405273.84416651725769049.6%
Upper-middle-income countries19971.56950426101684571.89942204952249.5%
Upper-middle-income countries19815.3990564346313484.4789357185363779.3%
Upper-middle-income countries20225.8800444602966314.8926758766174329.2%
High-income countries19960.24996826052665710.299441784620285039.0%
Lower-middle-income countries19897.2488007545471196.0512099266052259.0%
Upper-middle-income countries19822.56111145019531252.1513507366180428.7%
High-income countries19990.71576249599456790.60421484708786018.5%
Lower-middle-income countries20076.1331472396850595.1979832649230968.3%
Upper-middle-income countries20075.3685598373413094.5602145195007328.1%
Upper-middle-income countries19891.99788784980773932.34296774864196787.9%
Upper-middle-income countries20132.28130984306335452.65922307968139657.6%
Upper-middle-income countries20147.190002441406256.2053222656257.4%
High-income countries1992-0.93511563539505-0.80920976400375377.2%
Upper-middle-income countries19874.4888644218444825.153917312622076.9%
Lower-middle-income countries20053.5908014774322513.1322164535522466.8%
Upper-middle-income countries20005.3435325622558594.7191247940063486.2%
Lower-middle-income countries19904.9984178543090825.6496047973632816.1%
Lower-middle-income countries19856.0944228172302256.88410472869873056.1%
Upper-middle-income countries19834.8692898750305184.31630420684814456.0%
High-income countries2021-2.2022316455841064-1.9680337905883795.6%
Lower-middle-income countries20224.3098073005676274.8098964691162115.5%
High-income countries2017-0.8706165552139282-0.78372979164123545.3%
Upper-middle-income countries20182.81298017501831053.1163001060485845.1%
High-income countries20051.19382107257843021.3177269697189334.9%
Upper-middle-income countries19944.4442081451416024.89569902420043954.8%
Lower-middle-income countries199111.1981172561645510.1728925704956054.8%
High-income countries20082.3616163730621342.149634361267094.7%
Upper-middle-income countries19888.6869897842407237.9557552337646484.4%
Upper-middle-income countries20164.7552857398986825.192236900329594.4%
Upper-middle-income countries20067.96846485137939458.689747810363774.3%
Upper-middle-income countries20056.8601746559143076.3243570327758794.1%
Upper-middle-income countries20152.90108466148376462.6755979061126714.0%
High-income countries19834.8380846977233895.2363920211791994.0%
Upper-middle-income countries1985-28.303403854370117-26.2275962829589843.8%
High-income countries2014-1.1686644554138184-1.08319163322448733.8%
Lower-middle-income countries201111.00992298126220710.226321220397953.7%
Upper-middle-income countries200412.53522586822509811.64514160156253.7%
Upper-middle-income countries19983.30772399902343753.0802540779113773.6%
~ energy_mix.hydro_annual_change_twh 🟡 median anomaly score 8.0%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearhydro_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearhydro_annual_change_twh
High-income countries1965NaN
High-income countries196639.428955078125
High-income countries196719.12896728515625
High-income countries196819.34014892578125
High-income countries196936.4344482421875
High-income countries197022.88385009765625
High-income countries197138.550048828125
High-income countries197240.10455322265625
High-income countries19731.7403564453125
High-income countries197490.15301513671875
High-income countries19751.0255126953125
High-income countries1976-43.2342529296875
High-income countries19776.3377685546875
High-income countries197873.818603515625
High-income countries197942.817138671875
High-income countries2025-68.7415771484375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19660.8083324432373047
Lower-middle-income countries19673.049062728881836
Lower-middle-income countries19686.249599456787109
Lower-middle-income countries19694.764812469482422
Lower-middle-income countries19702.9470252990722656
Lower-middle-income countries19715.833427429199219
Lower-middle-income countries19720.038669586181640625
Lower-middle-income countries19732.27276611328125
Lower-middle-income countries19741.2208023071289062
Lower-middle-income countries19758.87856674194336
Lower-middle-income countries19765.147388458251953
Lower-middle-income countries19777.706512451171875
Lower-middle-income countries197813.504653930664062
Lower-middle-income countries19790.5623626708984375
Lower-middle-income countries202519.789398193359375
Upper-middle-income countries1965NaN
Upper-middle-income countries196616.264358520507812
Upper-middle-income countries1967-2.2375640869140625
Upper-middle-income countries196824.930557250976562
Upper-middle-income countries196915.638580322265625
Upper-middle-income countries197021.609832763671875
Upper-middle-income countries19717.7313385009765625
Upper-middle-income countries197283.73594665527344
Upper-middle-income countries1973-58.132415771484375
Upper-middle-income countries197427.894805908203125
Upper-middle-income countries19756.48931884765625
Upper-middle-income countries197627.387420654296875
Upper-middle-income countries197726.8851318359375
Upper-middle-income countries197832.687591552734375
Upper-middle-income countries197929.393096923828125
Upper-middle-income countries202524.189208984375
~ Changed values: 6,006 / 12,710 (47.25%) (140 revised, 5,857 appeared, 9 disappeared) — showing the 100 most anomalous rows
countryyearhydro_annual_change_twh -hydro_annual_change_twh +anomaly score
Europe1973-66.228454589843755.52667236328125100%
USSR197268.55500793457031-3.2001113891601562100%
Lower-middle-income countries2021-4.30886840820312510.60894775390625100%
Lower-middle-income countries2018-3.086547851562510.546326637268066100%
Lower-middle-income countries2010-3.606872558593758.980525970458984100%
Lower-middle-income countries1999-1.0232849121093756.942697525024414100%
Lower-middle-income countries1996-0.073730468754.978976726531982100%
Lower-middle-income countries19831.4573135375976562-2.097683906555176100%
Upper-middle-income countries1999-1.25793457031251.6399015188217163100%
USSR1973-72.30900573730469-0.553886413574218898%
Lower-middle-income countries19920.362564086914062536.3695564270019598%
Iran202214.0039997100830080.1770553588867187598%
Lower-middle-income countries2002-2.7736358642578125-0.2076337337493896586%
Europe197282.230834960937510.475708007812577%
High-income countries20020.9064941406252.44777703285217346%
Lower-middle-income countries1997-2.1312103271484375-5.73021221160888746%
Lower-middle-income countries202410.11734008789062527.1744308471679746%
High-income countries19882.05529785156250.769304871559143146%
Lower-middle-income countries19861.57544708251953124.08544588088989344%
Iran2021-23.205001831054688-9.37805747985839842%
Lower-middle-income countries20208.88546752929687521.14548301696777341%
Upper-middle-income countries19868.857543945312520.68753814697265640%
Lower-middle-income countries201710.86227416992187524.2594871520996138%
Lower-middle-income countries200618.2058410644531258.18114566802978538%
Upper-middle-income countries199218.468261718759.97123718261718830%
Upper-middle-income countries201121.729492187511.96258068084716829%
Lower-middle-income countries202212.38882446289062522.4740200042724629%
Upper-middle-income countries200122.5906372070312512.49623298645019529%
High-income countries19861.42736816406252.504390478134155327%
Lower-middle-income countries2023-16.51177978515625-28.12227058410644526%
Lower-middle-income countries1995-4.1134796142578125-2.779483318328857419%
Lower-middle-income countries19855.9332962036132818.74929523468017619%
Lower-middle-income countries20036.44226074218759.34325313568115218%
Lower-middle-income countries19906.62516784667968759.60479640960693418%
Lower-middle-income countries19814.4979171752929696.46691560745239318%
Upper-middle-income countries2009-10.39306640625-7.26740932464599618%
Upper-middle-income countries2021-65.814697265625-46.11516952514648418%
Lower-middle-income countries2012-18.503768920898438-13.1023902893066417%
High-income countries200611.2092285156257.95073556900024417%
Upper-middle-income countries200314.310180664062520.11569786071777317%
Upper-middle-income countries199618.10742187525.39567184448242217%
Lower-middle-income countries2000-6.1861114501953125-4.41081094741821317%
Asia2021-48.61962890625-34.79272460937517%
Lower-middle-income countries2015-10.2349853515625-14.22888278961181616%
High-income countries1984-3.1033935546875-2.24034929275512716%
Upper-middle-income countries19915.4801330566406257.4121570587158215%
Lower-middle-income countries201126.4851684570312535.7197875976562515%
Upper-middle-income countries199710.69750976562514.29380702972412114%
Upper-middle-income countries19899.4508666992187512.37086677551269513%
High-income countries201012.460571289062516.0838546752929713%
High-income countries20008.614868164062511.07706832885742213%
Lower-middle-income countries2016-15.18914794921875-11.82224273681640612%
Upper-middle-income countries198718.6977539062523.97176551818847712%
Lower-middle-income countries2001-5.9169921875-4.63898611068725612%
Lower-middle-income countries20057.8492126464843759.98720455169677712%
Lower-middle-income countries198810.32530975341796913.05631065368652312%
Lower-middle-income countries19933.52796936035156252.81905436515808111%
High-income countries202325.631713867187520.58904075622558611%
Upper-middle-income countries201336.88598632812545.678356170654311%
High-income countries201114.591186523437511.82138156890869110%
Asia202273.1762695312559.34936523437510%
High-income countries2007-27.3165283203125-22.36800003051757810.0%
Upper-middle-income countries201746.975585937538.4671173095703110.0%
Lower-middle-income countries2009-6.404571533203125-5.2800645828247079.6%
Upper-middle-income countries2019100.24389648437582.75478363037119.6%
High-income countries19963.6555175781254.4162049293518079.4%
Upper-middle-income countries199426.2089233398437531.5618915557861339.3%
Lower-middle-income countries199819.892456054687516.5444717407226569.2%
Upper-middle-income countries202028.02709960937523.5414199829101568.7%
Upper-middle-income countries200679.4307250976562593.549140930175788.2%
Lower-middle-income countries199115.5844726562518.2718467712402347.9%
High-income countries199910.5490722656259.0024728775024417.9%
Lower-middle-income countries200715.0045776367187517.5183753967285167.7%
Upper-middle-income countries201855.072875976562564.234977722167977.7%
Lower-middle-income countries201319.44612121582031222.5086078643798837.3%
Upper-middle-income countries201686.74096679687599.843933105468757.0%
Lower-middle-income countries19878.3965301513671887.3225255012512216.8%
High-income countries1992-12.763916015625-11.144873619079596.8%
Upper-middle-income countries2022122.031005859375106.937927246093756.6%
Lower-middle-income countries199413.94853210449218815.7754507064819346.1%
Upper-middle-income countries200239.9408569335937544.821174621582035.8%
Upper-middle-income countries198124.55249023437521.9244899749755865.7%
High-income countries200516.9526367187518.9295825958251955.5%
Upper-middle-income countries198212.27560424804687511.0025825500488285.5%
Lower-middle-income countries19848.1954803466796887.3694810867309575.3%
High-income countries2021-34.5926513671875-31.3231716156005865.0%
Lower-middle-income countries200441.8819427490234445.9629478454589844.6%
High-income countries2017-13.29443359375-12.1502609252929694.5%
Upper-middle-income countries2023-97.1181640625-106.04333496093754.4%
High-income countries198354.511596679687559.334629058837894.2%
Upper-middle-income countries199360.81518554687566.159217834472664.2%
Upper-middle-income countries2014118.9056396484375109.425369262695314.2%
High-income countries200833.555664062530.9772052764892584.0%
Upper-middle-income countries200757.7788085937553.3588485717773444.0%
Lower-middle-income countries19898.958557128906259.7005577087402344.0%
Upper-middle-income countries198453.0968627929687557.454849243164063.9%
Upper-middle-income countries199022.47476196289062520.772752761840823.9%
High-income countries19819.724731445312510.4376688003540043.5%
Lower-middle-income countries20145.7275085449218756.1347165107727053.4%
Upper-middle-income countries199547.5368041992187550.890842437744143.4%
~ energy_mix.renewables_annual_change_twh 🟡 median anomaly score 5.2%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearrenewables_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearrenewables_annual_change_twh
High-income countries1965NaN
High-income countries196645.34675598144531
High-income countries196718.747947692871094
High-income countries196828.37976837158203
High-income countries196941.96202087402344
High-income countries197029.0343017578125
High-income countries197139.77519226074219
High-income countries197252.476295471191406
High-income countries197310.246307373046875
High-income countries1974100.72676086425781
High-income countries19757.1827545166015625
High-income countries1976-30.169815063476562
High-income countries197711.738632202148438
High-income countries197877.88993072509766
High-income countries197956.31566619873047
High-income countries2025133.7042236328125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19660.8083324432373047
Lower-middle-income countries19673.049062728881836
Lower-middle-income countries19686.249599456787109
Lower-middle-income countries19694.764812469482422
Lower-middle-income countries19702.9470252990722656
Lower-middle-income countries19715.833427429199219
Lower-middle-income countries19720.038669586181640625
Lower-middle-income countries19732.27276611328125
Lower-middle-income countries19741.2208023071289062
Lower-middle-income countries19758.87856674194336
Lower-middle-income countries19765.147388458251953
Lower-middle-income countries19777.706512451171875
Lower-middle-income countries197813.504653930664062
Lower-middle-income countries19790.5623626708984375
Lower-middle-income countries2025130.42901611328125
Upper-middle-income countries1965NaN
Upper-middle-income countries196616.331026077270508
Upper-middle-income countries1967-2.0830185413360596
Upper-middle-income countries196824.94873809814453
Upper-middle-income countries196915.635550498962402
Upper-middle-income countries197026.908557891845703
Upper-middle-income countries19718.659958839416504
Upper-middle-income countries197284.893310546875
Upper-middle-income countries1973-57.11302947998047
Upper-middle-income countries197430.925472259521484
Upper-middle-income countries19757.776397705078125
Upper-middle-income countries197627.511852264404297
Upper-middle-income countries197731.413311004638672
Upper-middle-income countries197838.2627067565918
Upper-middle-income countries197945.617340087890625
Upper-middle-income countries2025584.7117919921875
~ Changed values: 6,099 / 12,710 (47.99%) (233 revised, 5,857 appeared, 9 disappeared) — showing the 100 most anomalous rows
countryyearrenewables_annual_change_twh -renewables_annual_change_twh +anomaly score
Europe1973-65.349617004394536.405509948730469100%
USSR197268.55500793457031-3.2001113891601562100%
North America1976-3.210041999816894514.759379386901855100%
North America2012-5.3697628974914550.9887270927429199100%
Lower-middle-income countries2000-2.36692142486572271.8269941806793213100%
Lower-middle-income countries2002-2.10290908813476561.171102523803711100%
Lower-middle-income countries2009-1.35057854652404791.8985775709152222100%
USSR1973-72.30900573730469-0.553886413574218898%
Lower-middle-income countries19920.4118227064609527636.2542877197265698%
North America1992-25.023656845092773-0.3008790016174316498%
Iran202214.1199998855590820.293055415153503496%
Lower-middle-income countries2012-10.59150218963623-0.42469468712806792%
Lower-middle-income countries20080.138729602098464972.69041323661804290%
Lower-middle-income countries19990.5482939481735238.25730705261230588%
Europe197281.355911254882819.60078811645507879%
Lower-middle-income countries19960.89611977338790895.70034265518188573%
Lower-middle-income countries1997-1.3382022380828857-5.88114356994628963%
North America19803.568612098693847714.01915836334228559%
North America1987-37.30809783935547-9.74188995361328159%
North America198611.8785667419433643.5243644714355557%
Lower-middle-income countries2015-14.654273986816406-4.06867218017578157%
North America198413.23425102233886745.9107933044433655%
North America19917.55786418914794925.3913307189941454%
North America1985-16.370201110839844-4.89282989501953154%
Lower-middle-income countries19831.45731353759765620.438224971294403154%
Lower-middle-income countries2001-3.866956949234009-1.239881753921508851%
Lower-middle-income countries1995-3.2511894702911377-1.121133208274841349%
North America19816.63713741302490219.07045745849609448%
Lower-middle-income countries20164.498677253723144512.43927192687988347%
North America202321.7873535156257.8807983398437547%
North America19973.2762141227722178.7147827148437545%
Lower-middle-income countries20108.97948265075683623.50281143188476645%
North America198935.05762100219726691.7350463867187545%
Iran2021-23.164587020874023-9.33764266967773443%
North America1975-11.546503067016602-5.35701942443847737%
North America197911.88036727905273425.35808944702148436%
North America19685.19297218322753910.54016685485839834%
North America199040.315052032470779.1920700073242233%
Lower-middle-income countries20039.04721927642822317.56736373901367232%
Upper-middle-income countries200119.1005992889404310.37789058685302730%
Vietnam2018-1.8595008850097656-1.01648187637329129%
North America200718.02266311645507831.91002273559570328%
High-income countries1998-4.5566020011901855-2.65074324607849126%
North America197313.58849525451660223.1266956329345726%
Lower-middle-income countries19862.96332597732543955.01468849182128926%
Lower-middle-income countries201724.37026977539062541.05047988891601625%
Lower-middle-income countries19855.9332962036132819.74291133880615224%
Lower-middle-income countries202128.97590255737304747.55507659912109424%
North America201822.1674194335937513.5149536132812524%
Lower-middle-income countries19933.93626213073730472.40531086921691924%
Lower-middle-income countries201421.87302970886230535.4202423095703124%
North America198330.52519226074218849.0032348632812523%
North America1994-18.29435157775879-29.2433261871337923%
Lower-middle-income countries20057.59790277481079111.70010662078857421%
North America201937.6998825073242224.6051559448242221%
Upper-middle-income countries199224.47859191894531216.02940750122070321%
Lower-middle-income countries19814.4979171752929696.77780437469482420%
North America200312.75037860870361319.09800338745117220%
North America197227.20264816284179739.9670906066894519%
North America200421.30879974365234431.2592697143554719%
Lower-middle-income countries201838.1766433715820355.9807548522949219%
High-income countries199213.66037464141845719.98666191101074219%
United States199067.3351974487304746.36675643920898418%
Lower-middle-income countries19906.7693691253662119.78369522094726618%
North America199567.8917388916015647.5956878662109418%
Lower-middle-income countries202024.87620544433593835.066539764404317%
North America199922.25362014770507831.19310379028320317%
North America201048.85515975952148468.052612304687516%
Lower-middle-income countries202322.55218887329101616.35837364196777316%
Lower-middle-income countries200626.36033248901367219.30758476257324215%
Upper-middle-income countries199924.68468284606933633.2763824462890615%
Lower-middle-income countries201327.66662406921386736.6896476745605514%
Upper-middle-income countries199625.10239982604980532.9710426330566414%
Lower-middle-income countries19898.9585571289062511.71099185943603513%
United States1981-8.808143615722656-6.74942398071289113%
North America201429.03833961486816437.8181838989257813%
Upper-middle-income countries198638.7511940002441450.1948928833007813%
North America199337.6972465515136748.7951164245605513%
North America201368.6626815795898488.6320419311523413%
Lower-middle-income countries202463.9344215393066482.287330627441413%
North America200274.6479949951171995.8238677978515612%
Lower-middle-income countries202260.8930664062577.830444335937512%
North America199653.57440567016601666.8500671386718811%
Lower-middle-income countries201140.6515045166015650.2661285400390611%
Upper-middle-income countries201157.1660652160644546.329944610595710%
Lower-middle-income countries198810.32530975341796912.71724033355712910%
Lower-middle-income countries199820.92545890808105517.0132312774658210%
High-income countries1990101.6588439941406283.816497802734389.6%
Upper-middle-income countries198728.5442504882812534.618358612060559.6%
Upper-middle-income countries200326.36793708801269531.9167175292968759.5%
Upper-middle-income countries199721.75046348571777326.078186035156259.0%
Lower-middle-income countries199115.84127616882324218.991983413696299.0%
North America197123.31565856933593827.9087219238281259.0%
Lower-middle-income countries19877.0086512565612795.8801012039184578.8%
Vietnam202516.4122867584228513.9544162750244148.1%
High-income countries198714.53655338287353517.0819396972656258.1%
North America197446.0148124694824253.98765945434578.0%
High-income countries198118.747924804687521.8286724090576177.6%
Upper-middle-income countries200695.1964340209961110.623649597167977.5%
North America2024127.51190185546875110.262908935546887.3%
~ energy_mix.oil_annual_change_twh 🟡 median anomaly score 5.1%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearoil_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearoil_annual_change_twh
High-income countries1965NaN
High-income countries19661063.8564453125
High-income countries19671048.3876953125
High-income countries19681355.8115234375
High-income countries19691560.38671875
High-income countries19701683.37890625
High-income countries1971930.197265625
High-income countries19721627.52734375
High-income countries19731696.759765625
High-income countries1974-1105.314453125
High-income countries1975-658.76171875
High-income countries19761572.021484375
High-income countries1977588.28125
High-income countries1978843.0546875
High-income countries1979103.662109375
High-income countries2025-26.62890625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries196627.345703125
Lower-middle-income countries1967-1.50994873046875
Lower-middle-income countries196842.648345947265625
Lower-middle-income countries196915.456329345703125
Lower-middle-income countries197021.249969482421875
Lower-middle-income countries197126.184112548828125
Lower-middle-income countries197235.56378173828125
Lower-middle-income countries197330.43792724609375
Lower-middle-income countries19748.9122314453125
Lower-middle-income countries197530.89971923828125
Lower-middle-income countries197635.9771728515625
Lower-middle-income countries197756.2781982421875
Lower-middle-income countries197846.60772705078125
Lower-middle-income countries197964.49267578125
Lower-middle-income countries202541.7255859375
Upper-middle-income countries1965NaN
Upper-middle-income countries1966296.81982421875
Upper-middle-income countries1967269.685791015625
Upper-middle-income countries1968302.258544921875
Upper-middle-income countries1969323.00732421875
Upper-middle-income countries1970463.634765625
Upper-middle-income countries1971413.12744140625
Upper-middle-income countries1972505.5205078125
Upper-middle-income countries1973582.84423828125
Upper-middle-income countries1974556.173828125
Upper-middle-income countries1975394.87744140625
Upper-middle-income countries1976394.96142578125
Upper-middle-income countries1977416.23828125
Upper-middle-income countries1978554.8115234375
Upper-middle-income countries1979230.7138671875
Upper-middle-income countries2025407.189453125
~ Changed values: 5,992 / 12,710 (47.14%) (132 revised, 5,857 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearoil_annual_change_twh -oil_annual_change_twh +anomaly score
Lower-middle-income countries2018-29.14282226562514.834186553955078100%
Lower-middle-income countries1991-6.3210449218753.5678441524505615100%
Upper-middle-income countries199261.64550781253.240212678909301890%
Upper-middle-income countries199928.93457031251.839847087860107488%
High-income countries200058.1796875211.5735931396484457%
Lower-middle-income countries200123.28979492187584.587036132812557%
Lower-middle-income countries201359.386474609375179.897338867187550%
High-income countries200214.91406255.25403976440429748%
Lower-middle-income countries201450.671875134.6624145507812545%
Lower-middle-income countries2006127.06079101562551.62273788452148442%
High-income countries2013-25.1796875-60.249011993408241%
Lower-middle-income countries199278.79296875171.2983551025390637%
Lower-middle-income countries201931.08374023437557.0081253051757829%
Lower-middle-income countries199640.72070312573.1634597778320328%
Lower-middle-income countries201069.0068359375122.6215744018554728%
Lower-middle-income countries201734.34301757812557.897594451904326%
High-income countries201891.9804687555.2341499328613325%
Upper-middle-income countries1991125.898437577.2286987304687524%
Upper-middle-income countries198123.00585937514.30790996551513723%
High-income countries202335.70117187555.66522598266601622%
Lower-middle-income countries200075.14672851562550.657970428466819%
Lower-middle-income countries202487.755859375129.5293884277343819%
Lower-middle-income countries200553.860351562577.617942810058618%
Upper-middle-income countries1990381.43701171875534.524536132812517%
Lower-middle-income countries2008155.9375217.3951110839843816%
Lower-middle-income countries2021184.431640625257.000701904296916%
Lower-middle-income countries1993-31.18017578125-43.2354278564453116%
Lower-middle-income countries2012163.703125223.460403442382815%
Lower-middle-income countries2004122.29345703125157.8358764648437513%
Lower-middle-income countries1995118.3529052734375151.2277526855468812%
Lower-middle-income countries198878.6328125100.273216247558612%
Upper-middle-income countries2020-849.29296875-1047.366821289062510%
Lower-middle-income countries198170.8566284179687587.190284729003910%
High-income countries2001186.9765625229.8854370117187510%
High-income countries199877.34570312594.6875152587890610%
Lower-middle-income countries1997122.767578125150.275680541992210%
Lower-middle-income countries2003-29.615966796875-24.3143730163574229.8%
Upper-middle-income countries1998-64.03515625-52.708354949951179.7%
Lower-middle-income countries198972.09497070312587.369392395019539.6%
Lower-middle-income countries199040.250366210937548.63365554809579.4%
Upper-middle-income countries1993209.1318359375173.435974121093759.3%
Lower-middle-income countries200248.657226562558.327533721923839.0%
Upper-middle-income countries200991.05078125108.915313720703128.9%
Upper-middle-income countries2005135.42578125161.986221313476568.9%
Lower-middle-income countries2020-449.103271484375-536.995605468758.9%
High-income countries200624.93164062529.7329673767089848.8%
Lower-middle-income countries2011126.693603515625150.865585327148448.7%
Upper-middle-income countries1984135.033203125160.129623413085948.5%
Upper-middle-income countries2011458.79296875388.84085083007818.3%
Upper-middle-income countries2000444.2490234375524.03265380859388.2%
Upper-middle-income countries2022679.650390625797.95135498046888.0%
Lower-middle-income countries2016227.631591796875266.95736694335948.0%
Lower-middle-income countries198729.918334960937534.9080429077148447.7%
Upper-middle-income countries198311.285156259.6865406036376957.6%
Upper-middle-income countries2006394.8154296875458.52169799804697.5%
Upper-middle-income countries198232.456054687537.139289855957036.7%
Lower-middle-income countries198444.11499023437550.308364868164066.6%
Lower-middle-income countries2009140.56591796875159.74385070800786.4%
Lower-middle-income countries1999149.5927734375169.308990478515626.2%
Lower-middle-income countries2015161.132568359375181.35115051269535.9%
Upper-middle-income countries2002237.384765625266.769592285156255.8%
High-income countries199062.60937569.718086242675785.4%
Upper-middle-income countries2016316.203125284.048522949218755.4%
Lower-middle-income countries198341.073120117187536.925216674804695.3%
Upper-middle-income countries2014190.5830078125211.543594360351565.2%
Upper-middle-income countries1986159.77734375144.215835571289065.1%
Upper-middle-income countries1988140.39013671875155.430572509765625.1%
Upper-middle-income countries1995314.0634765625346.01467895507814.8%
Lower-middle-income countries2022337.17236328125371.45986938476564.8%
High-income countries199110.25195312511.2885951995849614.8%
Lower-middle-income countries198247.3023071289062552.062160491943364.8%
Lower-middle-income countries199883.8725585937591.806236267089844.5%
Upper-middle-income countries2012601.31640625658.13171386718754.5%
Upper-middle-income countries200196.6132812588.747940063476564.2%
High-income countries199570.59960937575.61508941650393.4%
Upper-middle-income countries2021842.376953125901.300292968753.4%
Lower-middle-income countries1985178.7529296875190.67480468753.2%
Upper-middle-income countries2024179.56640625191.496566772460943.2%
High-income countries2017281.8046875300.32519531253.2%
Upper-middle-income countries1987270.43798828125287.11788940429693.0%
High-income countries1983-238.5625-253.105926513671883.0%
Lower-middle-income countries198647.885742187545.28234863281252.8%
Upper-middle-income countries1996331.171875350.14846801757812.8%
Upper-middle-income countries2019245.3955078125259.13034057617192.7%
High-income countries2003513.884765625540.49206542968752.5%
High-income countries2022618.29296875649.0651855468752.4%
High-income countries2005179.796875188.60148620605472.4%
Lower-middle-income countries2007165.29833984375173.120300292968752.3%
High-income countries2010646.994140625618.2429199218752.3%
Upper-middle-income countries2015339.8896484375325.80319213867192.1%
Upper-middle-income countries20231070.488281251029.36926269531252.0%
Upper-middle-income countries1989163.9052734375170.293716430664061.9%
High-income countries1997339.048828125351.42910766601561.8%
High-income countries2015466.9296875483.72201538085941.8%
Upper-middle-income countries1997549.1455078125568.62957763671881.7%
Upper-middle-income countries2010876.4619140625905.79083251953121.6%
High-income countries1993-330.41015625-319.817321777343751.6%
High-income countries1999491.708984375476.65710449218751.6%
High-income countries2004647.853515625668.0812988281251.5%
High-income countries2007-111.626953125-114.887413024902341.4%
~ energy_mix.renewables_annual_change_pct 🟡 median anomaly score 4.9%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearrenewables_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearrenewables_annual_change_pct
High-income countries1965NaN
High-income countries19665.728105068206787
High-income countries19672.2398970127105713
High-income countries19683.316368341445923
High-income countries19694.7461466789245605
High-income countries19703.135148525238037
High-income countries19714.164398670196533
High-income countries19725.274531364440918
High-income countries19730.9782835841178894
High-income countries19749.523887634277344
High-income countries19750.6200855374336243
High-income countries1976-2.5885021686553955
High-income countries19771.0339109897613525
High-income countries19786.790156841278076
High-income countries19794.597232818603516
High-income countries20252.291898250579834
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19663.1479835510253906
Lower-middle-income countries196711.51192855834961
Lower-middle-income countries196821.159849166870117
Lower-middle-income countries196913.315193176269531
Lower-middle-income countries19707.267706394195557
Lower-middle-income countries197113.411221504211426
Lower-middle-income countries19720.07838952541351318
Lower-middle-income countries19734.603656768798828
Lower-middle-income countries19742.3639955520629883
Lower-middle-income countries197516.795656204223633
Lower-middle-income countries19768.337087631225586
Lower-middle-income countries197711.521476745605469
Lower-middle-income countries197818.104026794433594
Lower-middle-income countries19790.638327419757843
Lower-middle-income countries202518.99715232849121
Upper-middle-income countries1965NaN
Upper-middle-income countries196610.484119415283203
Upper-middle-income countries1967-1.2103521823883057
Upper-middle-income countries196814.674245834350586
Upper-middle-income countries19698.019632339477539
Upper-middle-income countries197012.77700424194336
Upper-middle-income countries19713.6461446285247803
Upper-middle-income countries197234.48564529418945
Upper-middle-income countries1973-17.251394271850586
Upper-middle-income countries197411.288718223571777
Upper-middle-income countries19752.55067777633667
Upper-middle-income countries19768.799509048461914
Upper-middle-income countries19779.234755516052246
Upper-middle-income countries197810.297374725341797
Upper-middle-income countries197911.130523681640625
Upper-middle-income countries20259.306722640991211
~ Changed values: 4,543 / 12,710 (35.74%) (241 revised, 4,299 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearrenewables_annual_change_pct -renewables_annual_change_pct +anomaly score
USSR197254.36602020263672-2.5377769470214844100%
Europe1973-10.9926824569702151.2254008054733276100%
North America1976-0.5968110561370852.335195541381836100%
Lower-middle-income countries2000-1.23458397388458250.6410266160964966100%
Lower-middle-income countries2002-1.1337399482727050.4100531041622162100%
Lower-middle-income countries2009-0.45586037635803220.45593327283859253100%
North America2012-0.43568566441535950.05736890807747841100%
Iran2022776.68371582031251.8731653690338135100%
North America1992-3.7422332763671875-0.02861537225544452798%
USSR1973-37.14745330810547-0.4506846368312835798%
Lower-middle-income countries19920.2654250264167785617.51534843444824297%
Lower-middle-income countries2012-3.074004888534546-0.0863054692745208795%
Lower-middle-income countries20080.046847298741340640.650289833545684887%
Lower-middle-income countries19990.28680983185768132.983633995056152382%
Europe197215.8549289703369141.871035575866699279%
Lower-middle-income countries2015-3.821204900741577-0.721692204475402868%
North America1987-5.696209907531738-1.084370970726013268%
Lower-middle-income countries2001-2.0422136783599854-0.4322590529918670765%
Lower-middle-income countries19831.66163921356201170.354537516832351765%
North America1985-2.4823827743530273-0.569092929363250763%
Lower-middle-income countries1995-1.8691693544387817-0.429483741521835363%
Lower-middle-income countries19960.52500921487808232.193106412887573261%
North America20231.12682712078094480.3264777064323425355%
North America19800.63002091646194462.0126528739929252%
Lower-middle-income countries1997-0.7799172401428223-2.2141087055206348%
North America19861.84712255001068125.09136343002319347%
North America19842.0479452610015875.64119577407836947%
Lower-middle-income countries19932.53025555610656740.988862693309783944%
North America1975-2.1016101837158203-0.840452015399932943%
Iran2021-92.72298431396484-37.37662506103515643%
North America19811.16441798210144042.68382358551025439%
North America199510.2391290664672854.44524431228637739%
North America20181.40465986728668210.643119871616363537%
North America19911.14318311214447022.474624395370483437%
Lower-middle-income countries200610.6861763000488285.21901226043701234%
Lower-middle-income countries20233.7581670284271241.852887272834777834%
North America20192.35579824447631841.163374185562133834%
Upper-middle-income countries20011.74332225322723390.87083077430725133%
Lower-middle-income countries199812.2914228439331056.55009746551513730%
Lower-middle-income countries20103.0447218418121345.61845827102661130%
Vietnam2018-2.139120578765869-1.166924834251403829%
Lower-middle-income countries20161.2196676731109622.222490310668945329%
North America19681.35391056537628172.459457874298095729%
North America19895.98506307601928710.7274780273437528%
North America19792.1423547267913823.778061151504516628%
North America19970.41760331392288210.735327839851379428%
High-income countries1998-0.215244859457016-0.1240177378058433527%
North America20067.6799387931823734.51505756378173826%
Upper-middle-income countries19923.37860250473022462.02098417282104525%
Lower-middle-income countries19876.596204757690433.975678682327270525%
North America2000-4.610671043395996-2.81919240951538124%
North America1998-6.197108745574951-3.83415341377258324%
North America200813.3451099395751958.33355045318603523%
North America2001-12.48230266571045-7.89099597930908223%
United States199012.651783943176278.38174343109130920%
North America20203.15052366256713872.09134411811828620%
North America19732.77424430847167974.12768077850341820%
High-income countries19920.73251569271087651.064547181129455618%
North America20095.2162723541259773.59269356727600118%
North America20177.10460138320922854.89806127548217818%
Lower-middle-income countries19949.0490722656256.26782035827636718%
North America201113.0681266784667979.07148838043212918%
Lower-middle-income countries1982-7.984735012054443-5.547160148620605518%
North America20246.52134466171264654.55299520492553718%
Lower-middle-income countries201911.3444919586181647.95556259155273418%
North America20056.6973886489868164.72750425338745117%
North America19826.7742242813110354.82490634918212917%
North America20168.2191219329833985.9768304824829116%
North America1988-5.165262699127197-3.770683288574218816%
Lower-middle-income countries200424.2429943084716817.7141990661621116%
North America20215.66207742691044.13893222808837916%
North America20228.3034439086914066.11691188812255915%
Lower-middle-income countries20078.4582633972167976.28652381896972715%
Upper-middle-income countries20112.65780806541442872.022628545761108414%
North America1977-10.067639350891113-7.69546222686767613%
North America19725.8803029060363777.6813116073608413%
United States1981-2.202052354812622-1.687368512153625513%
North America20152.77228164672851562.132224321365356413%
North America200211.7463474273681649.07759571075439513%
North America19834.9578371047973636.40694665908813513%
North America19906.4939489364624028.36351013183593813%
North America19935.8567128181457524.64203214645385712%
Lower-middle-income countries19849.191809654235847.33723497390747111%
Upper-middle-income countries19992.4237103462219243.018061161041259811%
Lower-middle-income countries20034.9335541725158696.12596559524536111%
North America19701.63740015029907231.324102282524108911%
High-income countries19905.90589189529418954.78207874298095711%
North America197815.331606864929212.42285728454589810%
North America19967.3293871879577645.97779798507690410%
North America20253.31453943252563482.709352254867553710%
Lower-middle-income countries19862.8689529895782473.50954484939575210%
Upper-middle-income countries19962.714761495590213.30544686317443859.8%
Upper-middle-income countries19867.1530780792236338.6068840026855479.2%
Lower-middle-income countries19856.0944228172302257.3175616264343269.1%
Vietnam202511.9357757568359389.9700860977172859.0%
Lower-middle-income countries201113.376645088195811.3771371841430668.1%
Lower-middle-income countries202211.2933979034423839.6680412292480477.8%
High-income countries19880.3570744991302490.306184679269790657.7%
Upper-middle-income countries19837.7711815834045416.7003202438354497.4%
High-income countries19811.45435476303100591.68551993370056157.4%
~ energy_mix.renewables_twh 🟡 median anomaly score 4.2%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearrenewables_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearrenewables_twh
High-income countries1965791.6536865234375
High-income countries1966837.0004272460938
High-income countries1967855.7484130859375
High-income countries1968884.128173828125
High-income countries1969926.0901489257812
High-income countries1970955.1244506835938
High-income countries1971994.899658203125
High-income countries19721047.3759765625
High-income countries19731057.622314453125
High-income countries19741158.3489990234375
High-income countries19751165.53173828125
High-income countries19761135.3619384765625
High-income countries19771147.1005859375
High-income countries19781224.990478515625
High-income countries19791281.30615234375
High-income countries20255967.48095703125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196525.677783966064453
Lower-middle-income countries196626.486116409301758
Lower-middle-income countries196729.535179138183594
Lower-middle-income countries196835.7847785949707
Lower-middle-income countries196940.549591064453125
Lower-middle-income countries197043.49661636352539
Lower-middle-income countries197149.33004379272461
Lower-middle-income countries197249.36871337890625
Lower-middle-income countries197351.6414794921875
Lower-middle-income countries197452.862281799316406
Lower-middle-income countries197561.740848541259766
Lower-middle-income countries197666.88823699951172
Lower-middle-income countries197774.5947494506836
Lower-middle-income countries197888.09940338134766
Lower-middle-income countries197988.6617660522461
Lower-middle-income countries2025817.0004272460938
Upper-middle-income countries1965155.7691650390625
Upper-middle-income countries1966172.10018920898438
Upper-middle-income countries1967170.01718139648438
Upper-middle-income countries1968194.96591186523438
Upper-middle-income countries1969210.60147094726562
Upper-middle-income countries1970237.51002502441406
Upper-middle-income countries1971246.16998291015625
Upper-middle-income countries1972331.06329345703125
Upper-middle-income countries1973273.95025634765625
Upper-middle-income countries1974304.875732421875
Upper-middle-income countries1975312.6521301269531
Upper-middle-income countries1976340.1639709472656
Upper-middle-income countries1977371.5773010253906
Upper-middle-income countries1978409.8399963378906
Upper-middle-income countries1979455.45733642578125
Upper-middle-income countries20256867.3935546875
~ Changed values: 6,243 / 12,710 (49.12%) (234 revised, 6,003 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearrenewables_twh -renewables_twh +anomaly score
Iran20211.817985892295837415.64492988586425879%
North America2001635.49969482421881055.608520507812525%
North America1992643.65881347656251051.15844726562524%
North America2002710.14764404296881151.43237304687524%
North America2003722.89807128906251170.530395507812524%
North America2004744.20684814453121201.7895507812524%
North America1994663.06170654296881070.710327148437524%
North America1993681.35601806640621099.9536132812523%
North America2005794.04925537109381258.60424804687523%
USSR1972194.6540069580078122.8988876342773423%
Lower-middle-income countries2003192.4285888671875304.3362426757812523%
North America2000726.13848876953121146.042602539062522%
North America1991668.68243408203121051.459350585937522%
Lower-middle-income countries2002183.38136291503906286.768890380859422%
Lower-middle-income countries1992155.56776428222656243.2401275634765622%
North America1998738.98297119140621148.09594726562522%
North America1990661.12457275390621026.067993164062522%
North America1999761.2365722656251179.289062522%
Lower-middle-income countries1996171.5825958251953265.6212768554687522%
North America2007873.0544433593751347.340942382812521%
Lower-middle-income countries2017397.71343994140625613.18945312521%
Lower-middle-income countries1993159.5040283203125245.6454467773437521%
Lower-middle-income countries2001185.48426818847656285.597778320312521%
North America2006855.03179931640621315.431030273437521%
Lower-middle-income countries2018435.89007568359375669.170227050781221%
Lower-middle-income countries2016373.3431701660156572.138977050781221%
North America1995730.95343017578121118.30590820312521%
Lower-middle-income countries1997170.24440002441406259.740112304687521%
North America1989620.8095092773438946.875976562521%
Lower-middle-income countries1995170.6864776611328259.920928955078121%
Lower-middle-income countries2015368.844482421875559.6997070312521%
North America1997787.80401611328121193.87084960937520%
Lower-middle-income countries2000189.35122680664062286.83764648437520%
North America1996784.527832031251185.15600585937520%
Lower-middle-income countries1994173.9376678466797261.0420532226562520%
Lower-middle-income countries2005246.67694091796875369.9470825195312520%
Lower-middle-income countries2004239.0790252685547358.246978759765620%
Lower-middle-income countries2021539.1917114257812805.02807617187520%
Lower-middle-income countries2019485.339599609375722.406433105468820%
Lower-middle-income countries1999191.71815490722656285.010650634765620%
Lower-middle-income countries2020510.2158203125757.473022460937520%
North America2008989.56451416015621459.62231445312519%
Lower-middle-income countries2012333.9591064453125491.658477783203119%
Lower-middle-income countries2022600.0847778320312882.858520507812519%
Lower-middle-income countries2014383.498779296875563.768371582031219%
Lower-middle-income countries2013361.625732421875528.3481445312519%
North America1988585.7518920898438855.140930175781219%
Lower-middle-income countries2010303.89910888671875441.817047119140618%
North America20091041.1828613281251512.062133789062518%
North America20101090.03808593751580.1147460937518%
Lower-middle-income countries1998191.16986083984375276.7533569335937518%
Lower-middle-income countries2023622.636962890625899.216918945312518%
North America1987617.6554565429688888.649047851562518%
Lower-middle-income countries2024686.5714111328125981.504211425781218%
Lower-middle-income countries2011344.5506286621094492.0831909179687518%
Lower-middle-income countries2006273.0372619628906389.254669189453118%
Lower-middle-income countries2009294.91961669921875418.314239501953117%
Lower-middle-income countries198287.703369140625123.6046829223632817%
Lower-middle-income countries2008296.27020263671875416.415649414062517%
North America20121227.11584472656251724.44335937517%
North America20131295.7785644531251813.07543945312517%
North America20111232.4855957031251723.4545898437517%
Lower-middle-income countries2007296.1314697265625413.725250244140617%
North America20141324.816894531251850.893554687517%
Lower-middle-income countries1986106.2527847290039147.9018249511718816%
Lower-middle-income countries198389.16068267822266124.0429077148437516%
North America20151361.54455566406251890.358764648437516%
Lower-middle-income countries1985103.28945922851562142.8871459960937516%
Lower-middle-income countries198195.31393432617188130.8639221191406216%
North America1986654.9635009765625898.390930175781216%
Lower-middle-income countries198497.35616302490234133.1442260742187516%
Lower-middle-income countries198090.8160171508789124.0861129760742215%
North America20161473.45153808593752003.3422851562515%
Lower-middle-income countries1987113.26143646240234153.781936645507815%
Lower-middle-income countries1990139.31466674804688187.993850708007815%
Lower-middle-income countries1988123.58674621582031166.4991760253906215%
Lower-middle-income countries1989132.54530334472656178.210159301757815%
Lower-middle-income countries1991155.15594482421875206.9858398437514%
North America20171578.13439941406252101.4672851562514%
North America1985643.0849609375854.866577148437514%
North America20181600.30175781252114.98217773437514%
North America20191638.0017089843752139.5874023437513%
North America1984659.4551391601562859.759399414062513%
North America20201689.60729980468752184.3334960937513%
North America20211785.2741699218752274.74145507812512%
North America1981576.63330078125729.64086914062512%
North America1983646.2208862304688813.848632812511%
North America20221933.5134277343752413.88549804687511%
North America1980569.9961547851562710.570434570312511%
North America1982615.6957397460938764.845397949218811%
North America1977480.82843017578125597.025573730468811%
North America20231955.300781252421.76635742187511%
North America1979566.4275512695312696.5512695312510%
North America20242082.8127441406252532.0292968759.7%
North America1978554.5471801757812671.19317626953129.5%
North America1976534.6556396484375646.79980468759.5%
North America20252151.8483886718752600.6308593759.4%
North America1975537.8656616210938632.04040527343758.0%
North America1974549.4121704101562637.39739990234387.4%
North America1973503.3973693847656583.40979003906257.4%
~ energy_mix.renewables_per_capita_kwh 🟡 median anomaly score 4.2%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearrenewables_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearrenewables_per_capita_kwh
High-income countries1965818.3656616210938
High-income countries1966856.0966796875
High-income countries1967867.0557861328125
High-income countries1968887.4672241210938
High-income countries1969920.3046264648438
High-income countries1970939.9005126953125
High-income countries1971969.3057861328125
High-income countries19721010.2930908203125
High-income countries19731010.7262573242188
High-income countries19741097.2381591796875
High-income countries19751094.9786376953125
High-income countries19761058.278076171875
High-income countries19771060.848876953125
High-income countries19781124.2003173828125
High-income countries19791166.9434814453125
High-income countries20254196.53466796875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196529.927387237548828
Lower-middle-income countries196630.15231704711914
Lower-middle-income countries196732.83907699584961
Lower-middle-income countries196838.85668182373047
Lower-middle-income countries196943.0064697265625
Lower-middle-income countries197045.042083740234375
Lower-middle-income countries197149.913734436035156
Lower-middle-income countries197248.80196762084961
Lower-middle-income countries197349.81501388549805
Lower-middle-income countries197449.74533462524414
Lower-middle-income countries197556.674373626708984
Lower-middle-income countries197659.91176223754883
Lower-middle-income countries197765.1896743774414
Lower-middle-income countries197875.13471984863281
Lower-middle-income countries197973.74734497070312
Lower-middle-income countries2025277.38079833984375
Upper-middle-income countries1965114.87091827392578
Upper-middle-income countries1966123.73704528808594
Upper-middle-income countries1967119.2411880493164
Upper-middle-income countries1968133.31756591796875
Upper-middle-income countries1969140.3685302734375
Upper-middle-income countries1970154.3962860107422
Upper-middle-income countries1971156.19544982910156
Upper-middle-income countries1972205.26153564453125
Upper-middle-income countries1973166.112060546875
Upper-middle-income countries1974180.99203491210938
Upper-middle-income countries1975181.96006774902344
Upper-middle-income countries1976194.25616455078125
Upper-middle-income countries1977208.36807250976562
Upper-middle-income countries1978225.78616333007812
Upper-middle-income countries1979246.51333618164062
Upper-middle-income countries20252220.223388671875
~ Changed values: 6,164 / 12,710 (48.50%) (234 revised, 5,924 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearrenewables_per_capita_kwh -renewables_per_capita_kwh +anomaly score
Iran202120.552549362182617176.8678283691406279%
North America20011293.15808105468752148.02416992187525%
North America19921462.6584472656252388.66601562524%
North America20021428.7873535156252316.63354492187524%
North America20031438.35241699218752329.00756835937524%
North America20041464.49304199218752364.9506835937524%
North America19941466.6794433593752368.3901367187524%
North America19931527.0686035156252465.2377929687523%
North America20051545.44738769531252449.604492187523%
USSR1972790.0521850585938498.816009521484423%
Lower-middle-income countries200391.87278747558594145.301803588867223%
North America20001494.711425781252359.05834960937522%
North America19911541.48059082031252423.87719726562522%
Lower-middle-income countries200289.23624420166016139.5462341308593822%
Lower-middle-income countries199293.56769561767578146.2990570068359422%
North America19981556.81042480468752418.6860351562522%
North America19901546.38903808593752400.00219726562522%
North America19991585.12145996093752455.6313476562522%
Lower-middle-income countries199694.45636749267578146.224731445312522%
North America20071661.39392089843752563.9458007812521%
Lower-middle-income countries2017150.0279541015625231.311157226562521%
Lower-middle-income countries199393.79928588867188144.4563293457031221%
Lower-middle-income countries200192.04501342773438141.7254943847656221%
North America20061645.73107910156252531.8891601562521%
Lower-middle-income countries2018162.15774536132812248.9414978027343821%
Lower-middle-income countries2016142.8957977294922218.9841918945312521%
North America19951596.4611816406252442.4702148437521%
Lower-middle-income countries199791.73821258544922139.9640502929687521%
North America19891472.35583496093752245.6782226562521%
Lower-middle-income countries199596.02395629882812146.225021362304721%
Lower-middle-income countries2015143.29006958007812217.4341888427734421%
North America19971679.371093752544.98852539062520%
Lower-middle-income countries200095.8907699584961145.259597778320320%
North America19961692.50622558593752556.8041992187520%
Lower-middle-income countries1994100.03639221191406150.1325531005859420%
Lower-middle-income countries2005113.46845245361328170.1712493896484420%
Lower-middle-income countries2004112.01123046875167.8427581787109420%
Lower-middle-income countries2021192.7557830810547287.789703369140620%
Lower-middle-income countries2019178.12013244628906265.123901367187520%
Lower-middle-income countries199999.09498596191406147.315872192382820%
Lower-middle-income countries2020184.74169921875274.269897460937520%
North America20081861.58825683593752745.87036132812519%
Lower-middle-income countries2012136.03009033203125200.2650756835937519%
Lower-middle-income countries2022211.84288024902344311.668121337890619%
Lower-middle-income countries2014151.25985717773438222.3619232177734419%
Lower-middle-income countries2013144.9139404296875211.7244567871093819%
North America19881407.3747558593752054.6303710937519%
Lower-middle-income countries2010128.03390502929688186.139282226562518%
North America20091936.66125488281252812.52416992187518%
North America20102005.24548339843752906.79565429687518%
Lower-middle-income countries1998100.86690521240234146.0233001708984418%
Lower-middle-income countries2023216.95327758789062313.325531005859418%
North America19871503.2597656252162.8085937518%
Lower-middle-income countries2024236.1339874267578337.5708618164062518%
Lower-middle-income countries2011142.7025146484375203.8060607910156218%
Lower-middle-income countries2006123.361328125175.8696594238281218%
Lower-middle-income countries2009126.42546081542969179.321975708007817%
Lower-middle-income countries198267.4455032348632895.0542678833007817%
Lower-middle-income countries2008129.22413635253906181.627975463867217%
North America20122209.083496093753104.38452148437517%
North America20132308.343261718753229.87329101562517%
North America20112242.70800781253136.1059570312517%
Lower-middle-income countries2007131.43336486816406183.625534057617217%
North America20142336.2136230468753263.9096679687517%
Lower-middle-income countries198673.82203674316406102.7588577270507816%
Lower-middle-income countries198366.8327484130859492.9796447753906216%
North America20152377.673339843753301.14477539062516%
Lower-middle-income countries198573.59306335449219101.8061447143554716%
Lower-middle-income countries198175.22010803222656103.275535583496116%
North America19861614.5253906252214.58911132812516%
Lower-middle-income countries198471.1456909179687597.298805236816416%
Lower-middle-income countries198073.58081817626953100.53686523437515%
North America20162548.4025878906253464.87304687515%
Lower-middle-income countries198776.75823974609375104.2193298339843815%
Lower-middle-income countries199087.78653717041016118.4608230590820315%
Lower-middle-income countries198881.7294921875110.108032226562515%
Lower-middle-income countries198985.56194305419922115.0399780273437515%
Lower-middle-income countries199195.482421875127.3783493041992214%
North America20172703.815917968753600.4414062514%
North America19851605.81945800781252134.65014648437514%
North America20182716.7521972656253590.4995117187514%
North America20192755.969238281253599.8969726562513%
North America19841668.49279785156252175.284179687513%
North America20202824.2463378906253651.20117187513%
North America20212971.1174316406253785.7065429687512%
North America19811519.19763183593751922.311401367187512%
North America19831656.9968261718752086.81665039062511%
North America20223199.2941894531253994.14331054687511%
North America19801522.44006347656251897.909057617187511%
North America19821600.2717285156251987.930786132812511%
North America19771338.7854003906251662.31665039062511%
North America20233211.8845214843753978.1264648437511%
North America19791534.0800781251886.49975585937510%
North America20243396.903808593754129.540527343759.7%
North America19781522.7761230468751843.08386230468759.5%
North America19761509.563964843751826.19531259.5%
North America20253485.8356933593754212.8300781259.4%
North America19751540.17150878906251809.83947753906258.0%
North America19741596.07580566406251851.67834472656257.4%
North America19731483.93469238281251719.798339843757.4%
~ energy_mix.oil_annual_change_pct 🟡 median anomaly score 4.1%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearoil_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearoil_annual_change_pct
High-income countries1965NaN
High-income countries19667.758845329284668
High-income countries19677.095500946044922
High-income countries19688.568192481994629
High-income countries19699.082796096801758
High-income countries19708.982824325561523
High-income countries19714.554576873779297
High-income countries19727.621811866760254
High-income countries19737.383291244506836
High-income countries1974-4.478976249694824
High-income countries1975-2.794617176055908
High-income countries19766.860600471496582
High-income countries19772.4025423526763916
High-income countries19783.362257957458496
High-income countries19790.399975448846817
High-income countries2025-0.09049611538648605
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19666.890180587768555
Lower-middle-income countries1967-0.3559310734272003
Lower-middle-income countries196810.089146614074707
Lower-middle-income countries19693.321345806121826
Lower-middle-income countries19704.419528961181641
Lower-middle-income countries19715.215234279632568
Lower-middle-income countries19726.732327938079834
Lower-middle-income countries19735.398541450500488
Lower-middle-income countries19741.4997304677963257
Lower-middle-income countries19755.12290620803833
Lower-middle-income countries19765.6740288734436035
Lower-middle-income countries19778.399170875549316
Lower-middle-income countries19786.416943073272705
Lower-middle-income countries19798.343914985656738
Lower-middle-income countries20250.9797148108482361
Upper-middle-income countries1965NaN
Upper-middle-income countries19668.988614082336426
Upper-middle-income countries19677.4933624267578125
Upper-middle-income countries19687.812960147857666
Upper-middle-income countries19697.74423360824585
Upper-middle-income countries197010.316871643066406
Upper-middle-income countries19718.333244323730469
Upper-middle-income countries19729.412546157836914
Upper-middle-income countries19739.918676376342773
Upper-middle-income countries19748.610735893249512
Upper-middle-income countries19755.62884521484375
Upper-middle-income countries19765.330023288726807
Upper-middle-income countries19775.332910060882568
Upper-middle-income countries19786.748444080352783
Upper-middle-income countries19792.6288774013519287
Upper-middle-income countries20252.1985602378845215
~ Changed values: 5,972 / 12,710 (46.99%) (132 revised, 5,837 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearoil_annual_change_pct -oil_annual_change_pct +anomaly score
Lower-middle-income countries2018-0.72885221242904660.2856288254261017100%
Lower-middle-income countries1991-0.405108332633972170.17864444851875305100%
Upper-middle-income countries19920.84560495615005490.0411456711590290191%
Upper-middle-income countries19990.32724893093109130.019545536488294689%
High-income countries20000.19776719808578490.711050927639007656%
Lower-middle-income countries20065.0480594635009771.576785326004028352%
High-income countries20020.050277613103389740.01739949174225330449%
Lower-middle-income countries20011.01324403285980222.89694643020629948%
Lower-middle-income countries20131.71375262737274174.11405277252197341%
High-income countries2013-0.08623204380273819-0.2027565240859985440%
Lower-middle-income countries20141.43763256072998052.95789074897766135%
Lower-middle-income countries20003.37982535362243651.765571355819702131%
Upper-middle-income countries19911.75732505321502690.990397274494171128%
High-income countries20180.30220425128936770.1784448325634002726%
Lower-middle-income countries19925.070288658142098.5617332458496126%
Upper-middle-income countries19810.24995569884777070.1485628187656402625%
Lower-middle-income countries2003-1.2493634223937988-0.793865203857421922%
High-income countries20230.12266322225332260.1882586181163787821%
Lower-middle-income countries19833.99695134162902832.63224911689758321%
Lower-middle-income countries20102.2218091487884523.163770437240600617%
Lower-middle-income countries20190.78310161828994751.09455192089080817%
Lower-middle-income countries19863.70761179924011232.694240331649780316%
Lower-middle-income countries19962.2295155525207523.06809210777282716%
Lower-middle-income countries19946.6468772888183594.91458988189697315%
Lower-middle-income countries20232.4135293960571291.829596638679504414%
Upper-middle-income countries19905.6236152648925787.35932779312133813%
Lower-middle-income countries20170.86634850502014161.127372860908508313%
Upper-middle-income countries19932.84465265274047852.201461791992187513%
Upper-middle-income countries1998-0.7190278172492981-0.556827008724212613%
Lower-middle-income countries198516.06335639953613312.79666996002197311%
Lower-middle-income countries19824.8252449035644533.85434675216674811%
Upper-middle-income countries20113.50257921218872072.802667379379272511%
Upper-middle-income countries19830.121877357363700870.100043497979640969.8%
Lower-middle-income countries20229.025624275207527.4510049819946299.6%
High-income countries19980.268103331327438350.324453324079513559.5%
High-income countries20010.63432526588439940.76713812351226819.5%
Lower-middle-income countries20076.2516312599182135.2057709693908699.1%
Lower-middle-income countries19984.21485900878906253.52004837989807139.0%
Upper-middle-income countries19862.6417069435119632.2166023254394538.8%
Lower-middle-income countries19844.127972126007083.49430084228515628.3%
Upper-middle-income countries2020-5.116856575012207-6.0304727554321298.2%
High-income countries20060.0803731158375740.094094820320606237.9%
Upper-middle-income countries20162.08869743347167971.78590786457061777.8%
Lower-middle-income countries20154.5067672729492193.86897921562194827.6%
Upper-middle-income countries20011.03718566894531250.89292579889297497.5%
Lower-middle-income countries19997.2134685516357426.2709307670593267.0%
Upper-middle-income countries19841.45655548572540281.65218091011047366.3%
Upper-middle-income countries20224.0964937210083014.6333694458007816.1%
Upper-middle-income countries20051.23509263992309571.3967826366424566.1%
Lower-middle-income countries19817.7911319732666026.9004302024841316.1%
Lower-middle-income countries20242.1038534641265872.3745796680450446.0%
Upper-middle-income countries20090.75055015087127690.84698027372360236.0%
Lower-middle-income countries20085.5505986213684086.2136569023132325.6%
Upper-middle-income countries20005.008051395416265.5659503936767585.3%
Lower-middle-income countries20166.09214067459106455.4831752777099615.3%
Lower-middle-income countries20052.18663454055786132.42836451530456545.2%
Lower-middle-income countries19872.23364830017089842.0224916934967045.0%
Lower-middle-income countries20094.7403302192687994.2987408638000494.9%
High-income countries19900.230115145444870.253631025552749634.9%
Lower-middle-income countries2020-11.226472854614258-10.1986484527587894.8%
Upper-middle-income countries20152.2967252731323242.09127163887023934.7%
Upper-middle-income countries20063.5568144321441653.89929842948913574.6%
Upper-middle-income countries19820.35175162553787230.38505503535270694.5%
High-income countries19910.0375936254858970640.040963470935821534.3%
Lower-middle-income countries20124.9583187103271485.3855066299438484.1%
Upper-middle-income countries20049.1042728424072278.3868608474731454.1%
Upper-middle-income countries20236.1982994079589845.7124381065368654.1%
Lower-middle-income countries20022.09564352035522461.9413675069808963.8%
Lower-middle-income countries19976.5751042366027836.1141853332519533.6%
Upper-middle-income countries19941.9909211397171021.85543560981750493.5%
High-income countries20102.24336051940917972.1038908958435063.2%
Lower-middle-income countries19902.64790391921997072.4958992004394533.0%
Lower-middle-income countries19894.97897195816044.6943187713623052.9%
Upper-middle-income countries20133.17449808120727542.99390029907226562.9%
High-income countries19950.252417534589767460.267255604267120362.9%
Lower-middle-income countries20113.9904856681823733.77312374114990232.8%
Upper-middle-income countries20081.51016378402709961.4301850795745852.7%
Upper-middle-income countries20034.1550455093383793.93610215187072752.7%
Upper-middle-income countries20141.30462145805358891.3765516281127932.7%
Upper-middle-income countries20022.5222682952880862.66031289100646972.7%
Upper-middle-income countries20073.96396183967590333.7677471637725832.5%
Upper-middle-income countries1985-35.696163177490234-33.96192550659182.5%
High-income countries20170.93452930450439450.97976619005203252.4%
Lower-middle-income countries20215.1933679580688485.435297489166262.3%
High-income countries1983-1.102850079536438-1.15407919883728032.3%
High-income countries1993-1.1918210983276367-1.14131700992584232.2%
High-income countries19991.69985294342041021.62801635265350342.2%
Lower-middle-income countries1993-1.9096064567565918-1.99054265022277832.1%
High-income countries19841.63973689079284671.57353627681732182.1%
Upper-middle-income countries20124.4353008270263674.614324092864992.0%
Upper-middle-income countries19954.07270812988281254.2191524505615231.8%
High-income countries2019-0.970174252986908-0.9369575977325441.7%
High-income countries20222.17045879364013672.2443919181823731.7%
Upper-middle-income countries19882.16702389717102052.24044036865234381.7%
High-income countries20031.7315145730972291.78960406780242921.6%
Upper-middle-income countries20215.3488836288452155.5224914550781251.6%
Upper-middle-income countries19892.47633433341982.4008934497833251.5%
High-income countries20140.366427600383758540.355362832546234131.5%
High-income countries20050.58299744129180910.6004439592361451.5%
High-income countries2012-0.34974732995033264-0.34006869792938231.4%
~ energy_mix.hydro_twh 🟡 median anomaly score 3.8%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearhydro_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearhydro_twh
High-income countries1965708.6990356445312
High-income countries1966748.1279907226562
High-income countries1967767.2569580078125
High-income countries1968786.5971069335938
High-income countries1969823.0315551757812
High-income countries1970845.9154052734375
High-income countries1971884.4654541015625
High-income countries1972924.5700073242188
High-income countries1973926.3103637695312
High-income countries19741016.46337890625
High-income countries19751017.4888916015625
High-income countries1976974.254638671875
High-income countries1977980.5924072265625
High-income countries19781054.4110107421875
High-income countries19791097.2281494140625
High-income countries20251450.029541015625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196525.677783966064453
Lower-middle-income countries196626.486116409301758
Lower-middle-income countries196729.535179138183594
Lower-middle-income countries196835.7847785949707
Lower-middle-income countries196940.549591064453125
Lower-middle-income countries197043.49661636352539
Lower-middle-income countries197149.33004379272461
Lower-middle-income countries197249.36871337890625
Lower-middle-income countries197351.6414794921875
Lower-middle-income countries197452.862281799316406
Lower-middle-income countries197561.740848541259766
Lower-middle-income countries197666.88823699951172
Lower-middle-income countries197774.5947494506836
Lower-middle-income countries197888.09940338134766
Lower-middle-income countries197988.6617660522461
Lower-middle-income countries2025313.2403564453125
Upper-middle-income countries1965155.4661407470703
Upper-middle-income countries1966171.73049926757812
Upper-middle-income countries1967169.49293518066406
Upper-middle-income countries1968194.42349243164062
Upper-middle-income countries1969210.06207275390625
Upper-middle-income countries1970231.67190551757812
Upper-middle-income countries1971239.4032440185547
Upper-middle-income countries1972323.1391906738281
Upper-middle-income countries1973265.00677490234375
Upper-middle-income countries1974292.9015808105469
Upper-middle-income countries1975299.3908996582031
Upper-middle-income countries1976326.7783203125
Upper-middle-income countries1977353.6634521484375
Upper-middle-income countries1978386.3510437011719
Upper-middle-income countries1979415.744140625
Upper-middle-income countries20252271.578857421875
~ Changed values: 6,148 / 12,710 (48.37%) (139 revised, 6,003 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearhydro_twh -hydro_twh +anomaly score
Iran20210.013.826944351196289100%
Lower-middle-income countries2024293.4509582519531488.771575927734425%
Lower-middle-income countries2022299.84539794921875489.7194213867187524%
Lower-middle-income countries2023283.3336181640625461.597137451171924%
Lower-middle-income countries2021287.4565734863281467.245391845703124%
Lower-middle-income countries2018256.0638732910156409.308074951171923%
USSR1972194.6540069580078122.8988876342773423%
Lower-middle-income countries2020291.76544189453125456.636444091796922%
Lower-middle-income countries2002170.2680206298828263.5480346679687522%
Lower-middle-income countries2003176.7102813720703272.891265869140621%
Lower-middle-income countries2019282.8799743652344435.49096679687521%
Lower-middle-income countries2017259.1504211425781398.761749267578121%
Lower-middle-income countries2001173.04165649414062263.755645751953121%
Lower-middle-income countries1996168.40679931640625255.0484924316406220%
Lower-middle-income countries1992155.1175079345703234.2545013427734420%
Lower-middle-income countries2016248.28814697265625374.5022583007812520%
Lower-middle-income countries2000178.95864868164062268.394653320312520%
Lower-middle-income countries1997166.2755889892578249.318283081054720%
Lower-middle-income countries2012248.5386505126953371.910034179687520%
Lower-middle-income countries1993158.64547729492188237.0735473632812520%
Lower-middle-income countries1995168.48052978515625250.0695190429687519%
Lower-middle-income countries1999185.14476013183594272.805450439453119%
Lower-middle-income countries2013267.9847717285156394.418670654296919%
Lower-middle-income countries2015263.477294921875386.324493408203119%
Lower-middle-income countries1994172.59400939941406252.848999023437519%
Lower-middle-income countries2014273.7122802734375400.553375244140619%
Lower-middle-income countries2004218.59222412109375318.854217529296919%
Lower-middle-income countries2005226.44143676757812328.841430664062518%
Lower-middle-income countries2010240.5572509765625349.2926635742187518%
Lower-middle-income countries2011267.04241943359375385.01245117187518%
Lower-middle-income countries1998186.1680450439453265.862762451171918%
Lower-middle-income countries2009244.16412353515625340.312133789062516%
Lower-middle-income countries198287.703369140625121.822364807128916%
Lower-middle-income countries2008250.56869506835938345.592193603515616%
Lower-middle-income countries2006244.64727783203125337.022583007812516%
Lower-middle-income countries2007259.65185546875354.5409545898437515%
Lower-middle-income countries198195.31393432617188129.6449279785156215%
Lower-middle-income countries198090.8160171508789123.1780166625976615%
Lower-middle-income countries198389.16068267822266119.7246856689453115%
Lower-middle-income countries1986104.86490631103516139.928909301757814%
Lower-middle-income countries1985103.28945922851562135.843460083007814%
Lower-middle-income countries198497.35616302490234127.0941619873046913%
Lower-middle-income countries1987113.26143646240234147.2514343261718813%
Lower-middle-income countries1988123.58674621582031160.307739257812513%
Lower-middle-income countries1990139.17047119140625179.6130981445312513%
Lower-middle-income countries1989132.54530334472656170.0083007812512%
Lower-middle-income countries1991154.75494384765625197.8849487304687512%
Europe1972555.2827758789062483.527648925781256.9%
Upper-middle-income countries1987435.2341613769531489.089172363281255.8%
Upper-middle-income countries1989482.4937744140625540.37078857421885.7%
Upper-middle-income countries1986416.5364074707031465.11740112304695.5%
Upper-middle-income countries1988473.04290771484375527.99987792968755.5%
Upper-middle-income countries1991510.44866943359375568.55566406255.4%
Upper-middle-income countries1990504.9685363769531561.14355468755.3%
Upper-middle-income countries1999713.9236450195312792.08850097656255.2%
Upper-middle-income countries1997692.2827758789062766.8283691406255.1%
Upper-middle-income countries1998715.1815795898438790.44860839843755.0%
Upper-middle-income countries1996681.5852661132812752.53454589843754.9%
Upper-middle-income countries2000752.0723876953125829.46813964843754.9%
Upper-middle-income countries1994615.9410400390625676.2480468754.7%
Upper-middle-income countries1995663.4778442382812727.13885498046884.6%
Upper-middle-income countries2003828.9140625906.90124511718754.5%
Upper-middle-income countries1992528.9169311523438578.52691650390624.5%
Upper-middle-income countries1993589.7321166992188644.68615722656254.5%
Upper-middle-income countries1985407.6788635253906444.429870605468754.3%
Upper-middle-income countries2002814.6038818359375886.78558349609384.2%
Upper-middle-income countries20061076.2441406251170.095214843754.2%
Upper-middle-income countries2001774.6630249023438841.96441650390624.2%
Upper-middle-income countries2004932.82031251012.511230468754.1%
Upper-middle-income countries2005996.81341552734381076.54602050781253.8%
Upper-middle-income countries20071134.022949218751223.45397949218753.8%
Upper-middle-income countries20091276.58093261718751374.28723144531253.7%
Upper-middle-income countries1980454.75518798828125489.5021972656253.7%
Upper-middle-income countries20101421.56311035156251528.80773925781253.6%
Upper-middle-income countries20081286.97399902343751381.55468753.5%
Upper-middle-income countries20111443.29260253906251540.7702636718753.3%
Upper-middle-income countries1981479.30767822265625511.426696777343753.2%
Upper-middle-income countries20131653.76354980468751763.411621093753.2%
Upper-middle-income countries1982491.5832824707031522.42926025390623.0%
Upper-middle-income countries20121616.87756347656251717.73327636718753.0%
Upper-middle-income countries1984568.6167602539062602.43377685546882.9%
Upper-middle-income countries20161910.83679199218752022.790527343752.8%
Upper-middle-income countries1983515.5198974609375544.97888183593752.8%
Upper-middle-income countries20141772.6691894531251872.83691406252.7%
Upper-middle-income countries20182012.885253906252125.492675781252.7%
Upper-middle-income countries20151824.09582519531251922.9465332031252.6%
Upper-middle-income countries20212075.3415527343752185.6735839843752.6%
Upper-middle-income countries20171957.81237792968752061.2575683593752.6%
Upper-middle-income countries20192113.1291503906252208.2473144531252.2%
Upper-middle-income countries20222197.372558593752292.6115722656252.1%
Upper-middle-income countries20202141.156252231.7888183593752.1%
Upper-middle-income countries20242247.38964843752342.437988281252.1%
Upper-middle-income countries20232100.254394531252186.5681152343752.0%
High-income countries20221444.5778808593751469.21594238281250.85%
High-income countries20171513.719238281251538.16223144531250.80%
High-income countries20151481.98132324218751505.6037597656250.79%
High-income countries20211536.2072753906251560.2741699218750.78%
High-income countries20161527.0136718751550.31237792968750.76%
High-income countries20181557.79284667968751581.51379394531250.76%
High-income countries20141523.4274902343751545.80969238281250.73%
~ energy_mix.hydro_per_capita_kwh 🟡 median anomaly score 3.8%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearhydro_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearhydro_per_capita_kwh
High-income countries1965732.6119995117188
High-income countries1966765.1966552734375
High-income countries1967777.3950805664062
High-income countries1968789.5678100585938
High-income countries1969817.8898315429688
High-income countries1970832.4321899414062
High-income countries1971861.7125244140625
High-income countries1972891.8351440429688
High-income countries1973885.23681640625
High-income countries1974962.837890625
High-income countries1975955.8971557617188
High-income countries1976908.10888671875
High-income countries1977906.8605346679688
High-income countries1978967.65576171875
High-income countries1979999.2952880859375
High-income countries20251019.7098388671875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196529.927387237548828
Lower-middle-income countries196630.15231704711914
Lower-middle-income countries196732.83907699584961
Lower-middle-income countries196838.85668182373047
Lower-middle-income countries196943.0064697265625
Lower-middle-income countries197045.042083740234375
Lower-middle-income countries197149.913734436035156
Lower-middle-income countries197248.80196762084961
Lower-middle-income countries197349.81501388549805
Lower-middle-income countries197449.74533462524414
Lower-middle-income countries197556.674373626708984
Lower-middle-income countries197659.91176223754883
Lower-middle-income countries197765.1896743774414
Lower-middle-income countries197875.13471984863281
Lower-middle-income countries197973.74734497070312
Lower-middle-income countries2025106.34861755371094
Upper-middle-income countries1965114.64745330810547
Upper-middle-income countries1966123.47123718261719
Upper-middle-income countries1967118.87350463867188
Upper-middle-income countries1968132.9466552734375
Upper-middle-income countries1969140.00901794433594
Upper-middle-income countries1970150.6011505126953
Upper-middle-income countries1971151.90194702148438
Upper-middle-income countries1972200.34854125976562
Upper-middle-income countries1973160.68910217285156
Upper-middle-income countries1974173.88348388671875
Upper-middle-income countries1975174.24217224121094
Upper-middle-income countries1976186.612060546875
Upper-middle-income countries1977198.32260131835938
Upper-middle-income countries1978212.84579467773438
Upper-middle-income countries1979225.01882934570312
Upper-middle-income countries2025734.3997192382812
~ Changed values: 6,069 / 12,710 (47.75%) (139 revised, 5,924 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearhydro_per_capita_kwh -hydro_per_capita_kwh +anomaly score
Iran20210.0156.31527709960938100%
Lower-middle-income countries2024100.9272232055664168.1042633056640625%
Lower-middle-income countries2022105.85189819335938172.881515502929724%
Lower-middle-income countries202398.72551727294922160.840133666992224%
Lower-middle-income countries2021102.76292419433594167.0356750488281224%
Lower-middle-income countries201895.25965881347656152.2688293457031223%
USSR1972790.0521850585938498.816009521484423%
Lower-middle-income countries2020105.64400482177734165.341384887695322%
Lower-middle-income countries200282.85508728027344128.2465972900390622%
Lower-middle-income countries200384.36827087402344130.288772583007821%
Lower-middle-income countries2019103.8172378540039159.8256225585937521%
Lower-middle-income countries201797.75833892822266150.4234008789062521%
Lower-middle-income countries200185.87046813964844130.886520385742221%
Lower-middle-income countries199692.70808410644531140.404418945312520%
Lower-middle-income countries199293.29688262939453140.894577026367220%
Lower-middle-income countries201695.03141784667969143.3394165039062520%
Lower-middle-income countries200090.62779235839844135.9197387695312520%
Lower-middle-income countries199789.59957122802734134.3481140136718820%
Lower-middle-income countries2012101.23615264892578151.488479614257820%
Lower-middle-income countries199393.29439544677734139.4154663085937520%
Lower-middle-income countries199594.78294372558594140.6828765869140619%
Lower-middle-income countries199995.69734191894531141.0072631835937519%
Lower-middle-income countries2013107.38928985595703158.0550231933593819%
Lower-middle-income countries2015102.35662841796875150.080764770507819%
Lower-middle-income countries199499.26361846923828145.4205017089843819%
Lower-middle-income countries2014107.9577865600586157.9865417480468819%
Lower-middle-income countries2004102.41293334960938149.3868103027343819%
Lower-middle-income countries2005104.16036224365234151.263137817382818%
Lower-middle-income countries2010101.34772491455078147.1583862304687518%
Lower-middle-income countries2011110.60094451904297159.460571289062518%
Lower-middle-income countries199898.22779846191406140.27709960937518%
Lower-middle-income countries2009104.66770935058594145.884201049804716%
Lower-middle-income countries198267.4455032348632893.6836318969726616%
Lower-middle-income countries2008109.29051971435547150.7369079589843816%
Lower-middle-income countries2006110.53440856933594152.2706146240234416%
Lower-middle-income countries2007115.24244689941406157.357498168945315%
Lower-middle-income countries198175.22010803222656102.3135299682617215%
Lower-middle-income countries198073.5808181762695399.8011093139648415%
Lower-middle-income countries198366.8327484130859489.7428054809570315%
Lower-middle-income countries198672.8577728271484497.2194442749023414%
Lower-middle-income countries198573.5930633544921996.7875671386718814%
Lower-middle-income countries198471.1456909179687592.8775482177734413%
Lower-middle-income countries198776.7582397460937599.7935485839843813%
Lower-middle-income countries198881.7294921875106.0135574340820313%
Lower-middle-income countries199087.6956787109375113.1798400878906213%
Lower-middle-income countries198985.56194305419922109.7454299926757812%
Lower-middle-income countries199195.23564147949219121.777687072753912%
Europe1972833.51171875725.80310058593756.9%
Upper-middle-income countries1987203.1661376953125228.305511474609385.8%
Upper-middle-income countries1989217.15989685058594243.20906066894535.7%
Upper-middle-income countries1986198.1488494873047221.259124755859385.5%
Upper-middle-income countries1988216.76438903808594241.94755554199225.5%
Upper-middle-income countries1991222.0457305908203247.322357177734385.4%
Upper-middle-income countries1990223.2576141357422248.09379577636725.3%
Upper-middle-income countries1999282.2438659667969313.145690917968755.2%
Upper-middle-income countries1997279.5946350097656309.701599121093755.1%
Upper-middle-income countries1998285.72711181640625315.79757690429695.0%
Upper-middle-income countries1996278.3680114746094307.34457397460944.9%
Upper-middle-income countries2000294.2722473144531324.55581665039064.9%
Upper-middle-income countries1994257.5276794433594282.74227905273444.7%
Upper-middle-income countries1995274.1383056640625300.44201660156254.6%
Upper-middle-income countries2003315.36126708984375345.03158569335944.5%
Upper-middle-income countries1992226.82936096191406248.104919433593754.5%
Upper-middle-income countries1993249.59951782226562272.85836791992194.5%
Upper-middle-income countries1985197.56295776367188215.372650146484384.3%
Upper-middle-income countries2002312.6946716308594340.402404785156254.2%
Upper-middle-income countries2006398.5072937011719433.2580566406254.2%
Upper-middle-income countries2001300.1056213378906326.17825317382814.2%
Upper-middle-income countries2004351.7062072753906381.752502441406254.1%
Upper-middle-income countries2005372.4417724609375402.23245239257813.8%
Upper-middle-income countries2007416.2279968261719449.0524902343753.8%
Upper-middle-income countries2009460.0384216308594495.248596191406253.7%
Upper-middle-income countries1980241.74530029296875260.216613769531253.7%
Upper-middle-income countries2010507.5343322753906545.82336425781253.6%
Upper-middle-income countries2008468.1325988769531502.53601074218753.5%
Upper-middle-income countries2011510.6236572265625545.11035156253.3%
Upper-middle-income countries1981250.09230041503906266.8513183593753.2%
Upper-middle-income countries2013573.8684692382812611.91717529296883.2%
Upper-middle-income countries1982251.63414001464844267.42373657226563.0%
Upper-middle-income countries2012566.6268310546875601.971191406253.0%
Upper-middle-income countries1984280.6187744140625297.3078613281252.9%
Upper-middle-income countries2016645.1416625976562682.93975830078122.8%
Upper-middle-income countries1983259.0394592285156273.842102050781252.8%
Upper-middle-income countries2014609.2434692382812643.66986083984382.7%
Upper-middle-income countries2018668.6160278320312706.02056884765622.7%
Upper-middle-income countries2015621.16064453125654.82238769531252.6%
Upper-middle-income countries2021678.3117065429688714.37298583984382.6%
Upper-middle-income countries2017655.457275390625690.08972167968752.6%
Upper-middle-income countries2019697.2118530273438728.59539794921882.2%
Upper-middle-income countries2022716.371337890625747.420410156252.1%
Upper-middle-income countries2020702.627685546875732.36907958984382.1%
Upper-middle-income countries2024728.8377685546875759.6623535156252.1%
Upper-middle-income countries2023683.1568603515625711.23248291015622.0%
High-income countries20221024.4416503906251041.91406250.85%
High-income countries20171090.50183105468751108.110839843750.80%
High-income countries20151079.93957519531251097.1535644531250.79%
High-income countries20211093.4846191406251110.61560058593750.78%
High-income countries20161105.8146972656251122.68688964843750.76%
High-income countries20181117.37048339843751134.3850097656250.76%
High-income countries20141117.2160644531251133.6301269531250.73%
~ energy_mix.other_renewables_annual_change_twh 🟡 median anomaly score 3.8%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearother_renewables_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearother_renewables_annual_change_twh
High-income countries1965NaN
High-income countries19665.9178009033203125
High-income countries1967-0.38101959228515625
High-income countries19689.039619445800781
High-income countries19695.5275726318359375
High-income countries19706.15045166015625
High-income countries19711.2251434326171875
High-income countries197212.371742248535156
High-income countries19738.505950927734375
High-income countries197410.573745727539062
High-income countries19756.1572418212890625
High-income countries197613.064437866210938
High-income countries19775.4008636474609375
High-income countries19784.068328857421875
High-income countries197913.495529174804688
High-income countries202525.1549072265625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries20256.84820556640625
Upper-middle-income countries1965NaN
Upper-middle-income countries19660.06666666269302368
Upper-middle-income countries19670.15454557538032532
Upper-middle-income countries19680.01818162202835083
Upper-middle-income countries1969-0.003030240535736084
Upper-middle-income countries19701.693737268447876
Upper-middle-income countries19711.0437960624694824
Upper-middle-income countries19720.3430655002593994
Upper-middle-income countries19731.7408275604248047
Upper-middle-income countries19743.2666192054748535
Upper-middle-income countries19751.4197359085083008
Upper-middle-income countries19760.3891887664794922
Upper-middle-income countries19771.0477218627929688
Upper-middle-income countries19780.44687461853027344
Upper-middle-income countries197911.88602352142334
Upper-middle-income countries20254.6424560546875
~ Changed values: 6,058 / 12,710 (47.66%) (132 revised, 5,917 appeared, 9 disappeared) — showing the 100 most anomalous rows
countryyearother_renewables_annual_change_twh -other_renewables_annual_change_twh +anomaly score
Lower-middle-income countries2015-8.2866096496582035.360385894775391100%
Lower-middle-income countries2023-3.40915679931640621.4275403022766113100%
Lower-middle-income countries2016-2.30486679077148441.716187834739685100%
Lower-middle-income countries19830.02.5359089374542236100%
Lower-middle-income countries19890.02.0110604763031006100%
Lower-middle-income countries2005-1.0913839340209960.8698282837867737100%
Lower-middle-income countries19840.01.7312121391296387100%
Upper-middle-income countries19930.96026611328125-0.3739621341228485100%
Lower-middle-income countries19850.00.9942424297332764100%
Lower-middle-income countries19970.6833879947662354-0.26055145263671875100%
Lower-middle-income countries19940.3885933756828308-0.4753459095954895100%
Lower-middle-income countries19930.4019927680492401-0.1907343864440918100%
Lower-middle-income countries19820.00.5633333921432495100%
Lower-middle-income countries19880.0-0.33969664573669434100%
Lower-middle-income countries19810.00.31151509284973145100%
Lower-middle-income countries19920.07369861006736755-0.09145279228687286100%
Lower-middle-income countries20202.76535797119140620.1822344213724136488%
Lower-middle-income countries20190.41101455688476562.57596802711486872%
Lower-middle-income countries20031.95087528228759777.566027164459228559%
Lower-middle-income countries19910.174196928739547730.637529850006103557%
Lower-middle-income countries20041.8707675933837895.038040161132812546%
Lower-middle-income countries20133.2424430847167978.71589946746826246%
Lower-middle-income countries19980.94200348854064940.37776064872741743%
Upper-middle-income countries20010.9685058593752.389124393463134842%
Lower-middle-income countries19950.55608999729156491.352150082588195842%
Lower-middle-income countries20010.96885204315185552.315821170806884841%
Lower-middle-income countries2017-4.986537933349609-2.19041275978088439%
Lower-middle-income countries20123.17565917968757.14913892745971738%
Lower-middle-income countries20020.59288120269775391.293790817260742237%
Lower-middle-income countries201411.06946945190429723.32697677612304736%
High-income countries2016-0.14892578125-0.309568911790847835%
Lower-middle-income countries20002.9353032112121585.32681846618652329%
Lower-middle-income countries19960.58288967609405520.334405303001403827%
Upper-middle-income countries19857.4963912963867194.49336433410644525%
Lower-middle-income countries20064.7300424575805667.70488929748535224%
High-income countries20198.64721679687514.07352828979492224%
Lower-middle-income countries20227.07804107666015611.5048561096191424%
Lower-middle-income countries20093.7180366516113285.663185596466064521%
Lower-middle-income countries19861.38787889480590820.929242372512817420%
Lower-middle-income countries20085.7536354064941418.17181777954101617%
Lower-middle-income countries19900.113898061215877530.1485952138900756813%
Lower-middle-income countries19991.19257879257202150.935609459877014212%
Upper-middle-income countries19839.8481140136718757.79053735733032212%
Upper-middle-income countries199019.64620208740234424.763177871704112%
Lower-middle-income countries20075.5352420806884774.39281988143920912%
Lower-middle-income countries20214.182434082031255.20757722854614311%
Upper-middle-income countries199925.55531311035156231.3253040313720710%
Upper-middle-income countries19824.2297554016113285.1297550201416029.6%
Lower-middle-income countries201810.25053405761718812.3814983367919929.4%
High-income countries199223.09848022460937527.8057231903076179.2%
High-income countries20009.162475585937510.916761398315438.7%
Lower-middle-income countries20108.047023773193369.5126361846923838.3%
Upper-middle-income countries201111.1792907714843759.50836467742928.1%
Upper-middle-income countries200024.3690795898437528.5002956390380867.8%
Lower-middle-income countries20241.68230438232421881.45071971416473397.4%
Upper-middle-income countries200730.4004516601562534.8692321777343756.8%
Upper-middle-income countries19964.59910583496093755.2154660224914556.3%
Upper-middle-income countries198116.7913208007812519.0307178497314456.3%
High-income countries202018.253784179687520.5695095062255866.0%
High-income countries199918.0874023437520.237678527832035.6%
Upper-middle-income countries201220.917602539062523.2545757293701175.3%
Upper-middle-income countries19915.719299316406255.1944479942321784.8%
High-income countries2022-27.50537109375-29.8606281280517584.1%
Upper-middle-income countries200610.23648071289062511.0949802398681644.0%
High-income countries201724.476440429687522.6202297210693363.9%
Upper-middle-income countries20022.6659240722656252.46561288833618163.9%
Upper-middle-income countries201029.251586914062531.54491615295413.8%
Upper-middle-income countries19878.9832839965820319.6690387725830083.7%
Upper-middle-income countries202150.2949829101562553.969158172607423.5%
Upper-middle-income countries199824.48152160644531222.8194065093994143.5%
High-income countries200328.3618774414062526.5758037567138673.3%
High-income countries2023-42.983642578125-40.311695098876953.2%
Upper-middle-income countries201333.77609252929687535.8775939941406253.0%
High-income countries200446.3500366210937549.141895294189452.9%
Upper-middle-income countries19844.87803649902343755.13561201095581052.6%
Upper-middle-income countries199714.33052062988281215.0229558944702152.4%
High-income countries201838.028198242187536.3428726196289062.3%
Lower-middle-income countries1987-1.3878788948059082-1.44242429733276371.9%
Upper-middle-income countries201764.8613891601562562.465637207031251.9%
Upper-middle-income countries201656.0446166992187557.986728668212891.7%
High-income countries19819.0231933593759.3322830200195311.7%
High-income countries200246.7919311523437548.3067855834960941.6%
High-income countries200835.51098632812536.655838012695311.6%
High-income countries201453.97851562555.656276702880861.5%
Upper-middle-income countries199411.3827514648437511.7133531570434571.4%
High-income countries201356.135131835937557.7556190490722661.4%
High-income countries201140.589965820312541.758834838867191.4%
High-income countries199817.3014526367187517.799629211425781.4%
Upper-middle-income countries19895.1798019409179695.3282852172851561.4%
High-income countries201275.126098632812577.103675842285161.3%
High-income countries19883.796203613281253.89317059516906741.3%
Upper-middle-income countries198614.52323150634765614.1750488281251.2%
Upper-middle-income countries200312.346679687512.0527296066284181.2%
Upper-middle-income countries200835.037963867187535.887355804443361.2%
Upper-middle-income countries201569.7926635742187571.419380187988281.2%
Upper-middle-income countries19927.35282897949218757.51281738281251.1%
High-income countries200113.6519165039062513.9297647476196291.0%
High-income countries200640.515502929687541.2491416931152340.90%
High-income countries202433.1523437533.7240982055664060.85%
High-income countries199623.3086547851562523.710483551025390.85%
~ energy_mix.low_carbon_energy_twh 🟡 median anomaly score 3.4%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearlow_carbon_energy_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearlow_carbon_energy_twh
High-income countries1965863.40869140625
High-income countries1966935.05322265625
High-income countries1967973.0639038085938
High-income countries19681032.497314453125
High-income countries19691099.9534912109375
High-income countries19701176.73974609375
High-income countries19711307.790771484375
High-income countries19721475.0791015625
High-income countries19731624.9317626953125
High-income countries19741890.920166015625
High-income countries19752183.5234375
High-income countries19762313.4091796875
High-income countries19772612.862060546875
High-income countries19782946.2177734375
High-income countries19793057.519775390625
High-income countries202512500.5380859375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196525.677783966064453
Lower-middle-income countries196626.486116409301758
Lower-middle-income countries196729.535179138183594
Lower-middle-income countries196835.7847785949707
Lower-middle-income countries196942.74589920043945
Lower-middle-income countries197047.46068572998047
Lower-middle-income countries197152.423622131347656
Lower-middle-income countries197252.7837028503418
Lower-middle-income countries197358.712520599365234
Lower-middle-income countries197459.91992950439453
Lower-middle-income countries197570.08413696289062
Lower-middle-income countries197676.50377655029297
Lower-middle-income countries197781.19706726074219
Lower-middle-income countries197895.46507263183594
Lower-middle-income countries197995.93368530273438
Lower-middle-income countries20251051.710205078125
Upper-middle-income countries1965161.40725708007812
Upper-middle-income countries1966178.35430908203125
Upper-middle-income countries1967176.84715270996094
Upper-middle-income countries1968204.46092224121094
Upper-middle-income countries1969221.6097869873047
Upper-middle-income countries1970250.8083953857422
Upper-middle-income countries1971262.4949951171875
Upper-middle-income countries1972360.86077880859375
Upper-middle-income countries1973317.3139343261719
Upper-middle-income countries1974373.0472717285156
Upper-middle-income countries1975406.993408203125
Upper-middle-income countries1976463.5721130371094
Upper-middle-income countries1977531.1766967773438
Upper-middle-income countries1978577.5936279296875
Upper-middle-income countries1979644.274658203125
Upper-middle-income countries20258713.193359375
~ Changed values: 6,243 / 12,710 (49.12%) (234 revised, 6,003 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearlow_carbon_energy_twh -low_carbon_energy_twh +anomaly score
Iran202112.53489208221435526.3618373870849636%
Lower-middle-income countries1992176.64697265625264.319335937520%
Lower-middle-income countries1993179.60560607910156265.7470092773437519%
Lower-middle-income countries1996198.03204345703125292.070709228515619%
USSR1972224.45147705078125152.6963500976562519%
Lower-middle-income countries1995195.34136962890625284.575805664062519%
Lower-middle-income countries1994190.70460510253906277.808990478515619%
Lower-middle-income countries1997202.13104248046875291.6267700195312518%
Lower-middle-income countries2003253.1752471923828365.082916259765618%
Lower-middle-income countries2002247.7706756591797351.15820312517%
Lower-middle-income countries2000240.00022888183594337.486663818359417%
Lower-middle-income countries1999230.5285186767578323.821014404296917%
Lower-middle-income countries2017535.6874389648438751.163452148437517%
Lower-middle-income countries2001249.04327392578125349.156768798828117%
Lower-middle-income countries2018582.2510986328125815.5312517%
Lower-middle-income countries2005308.0856628417969431.355804443359417%
Lower-middle-income countries2016504.2151794433594703.01098632812516%
Lower-middle-income countries2004310.809326171875429.977264404296916%
Lower-middle-income countries2015497.9736022949219688.828796386718816%
Lower-middle-income countries198294.8547592163086130.7560729980468816%
Lower-middle-income countries1998226.81968688964844312.403167724609416%
Lower-middle-income countries2021719.8359375985.672302246093816%
Lower-middle-income countries2020674.3457641601562921.602966308593815%
Lower-middle-income countries2019650.0230712890625887.089965820312515%
Lower-middle-income countries2010381.54791259765625519.465820312515%
Lower-middle-income countries2014502.7585144042969683.028137207031215%
Lower-middle-income countries198399.3119125366211134.194137573242215%
Lower-middle-income countries2012449.1385803222656606.837951660156215%
Lower-middle-income countries2013475.4772644042969642.199645996093815%
Lower-middle-income countries2022807.49285888671881090.266601562515%
Lower-middle-income countries2009353.5863952636719476.9810180664062515%
Lower-middle-income countries2006334.142578125450.359985351562515%
Lower-middle-income countries2008347.717529296875467.8629760742187515%
Lower-middle-income countries1981103.29563903808594138.845626831054715%
Lower-middle-income countries1986123.05989837646484164.708938598632814%
Lower-middle-income countries198098.47631072998047131.7463989257812514%
Lower-middle-income countries1985118.1279296875157.7256164550781214%
Lower-middle-income countries2023836.50683593751113.086791992187514%
Lower-middle-income countries2007357.1911926269531474.7849731445312514%
Lower-middle-income countries2011454.1412658691406601.67382812514%
Lower-middle-income countries1984110.60096740722656146.389038085937514%
Lower-middle-income countries2024921.4160156251216.348754882812514%
Lower-middle-income countries1989145.09371948242188190.7585754394531214%
Lower-middle-income countries1987130.30960083007812170.8300933837890613%
Lower-middle-income countries1990159.96531677246094208.6445159912109413%
Lower-middle-income countries1988142.5901641845703185.5025939941406213%
Lower-middle-income countries1991172.83355712890625224.6634368896484413%
North America19932925.680175781253344.277832031256.7%
North America19922871.7937011718753279.293457031256.6%
North America19943043.2751464843753450.9235839843756.3%
North America19902729.669433593753094.6130371093756.3%
North America19912891.0651855468753273.842285156256.2%
North America19973073.08105468753479.147949218756.2%
North America20033416.2380371093753863.8703613281256.1%
North America19983131.157714843753540.2707519531256.1%
North America20053598.135253906254062.6901855468756.1%
North America20043559.3029785156254016.88574218756.0%
North America19892550.8225097656252876.8889160156256.0%
North America20023455.1984863281253896.4831542968756.0%
North America20073758.2692871093754232.55566406255.9%
North America20013345.1330566406253765.241699218755.9%
North America19993335.6770019531253753.72949218755.9%
North America20063693.819824218754154.219238281255.9%
North America20144221.0097656254747.086425781255.9%
North America20123992.1306152343754489.45800781255.9%
North America20154247.324707031254776.1386718755.9%
North America20003374.8845214843753794.7888183593755.9%
North America20134159.2968754676.593755.9%
North America20103955.6511230468754445.72753906255.8%
North America19963239.8024902343753640.43066406255.8%
North America20083879.8586425781254349.916503906255.7%
North America19953198.988281253586.34082031255.7%
North America20093892.2907714843754363.1699218755.7%
North America20164381.897949218754911.78906255.7%
North America20114064.7102050781254555.679199218755.7%
North America1965348.7279357910156390.53652954101565.7%
North America1966370.335693359375414.34875488281255.6%
North America19872303.9978027343752574.9914550781255.6%
North America20174483.556152343755006.8886718755.5%
North America1968431.5459289550781481.89608764648445.5%
North America20184518.93457031255033.614746093755.4%
North America1969478.39801025390625532.1569824218755.3%
North America19862191.6198730468752435.0471191406255.3%
North America1967408.5508728027344453.55383300781255.2%
North America20194558.285644531255059.871093755.2%
North America20204538.52246093755033.248535156255.2%
North America19841862.75036621093752063.05468755.1%
North America19882517.7985839843752787.1877441406255.1%
North America20214587.051269531255076.51855468755.1%
North America1970512.1210327148438565.23773193359384.9%
North America19852050.3757324218752262.15722656254.9%
North America1972684.421142578125754.89532470703124.9%
North America20224689.958496093755170.33105468754.9%
North America20234732.48144531255198.946777343754.7%
North America1973816.043212890625896.05560302734384.7%
North America19811567.82043457031251720.82800292968754.7%
North America19831730.29309082031251897.92077636718754.6%
North America1971597.2094116210938654.91912841796884.6%
Europe1972828.8651733398438757.11004638671884.5%
North America19801486.2512207031251626.82556152343754.5%
~ energy_mix.low_carbon_energy_per_capita_kwh 🟡 median anomaly score 3.4%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearlow_carbon_energy_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearlow_carbon_energy_per_capita_kwh
High-income countries1965892.5418701171875
High-income countries1966956.3865966796875
High-income countries1967985.9214477539062
High-income countries19681036.396728515625
High-income countries19691093.0816650390625
High-income countries19701157.9835205078125
High-income countries19711274.147705078125
High-income countries19721422.8531494140625
High-income countries19731552.880615234375
High-income countries19741791.1610107421875
High-income countries19752051.34814453125
High-income countries19762156.34326171875
High-income countries19772416.39794921875
High-income countries19782703.807861328125
High-income countries19792784.62158203125
High-income countries20258790.8017578125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196529.927387237548828
Lower-middle-income countries196630.15231704711914
Lower-middle-income countries196732.83907699584961
Lower-middle-income countries196838.85668182373047
Lower-middle-income countries196945.33584976196289
Lower-middle-income countries197049.14699935913086
Lower-middle-income countries197153.04391860961914
Lower-middle-income countries197252.17775344848633
Lower-middle-income countries197356.635963439941406
Lower-middle-income countries197456.386837005615234
Lower-middle-income countries197564.3330078125
Lower-middle-income countries197668.52439880371094
Lower-middle-income countries197770.95955657958984
Lower-middle-income countries197881.41645812988281
Lower-middle-income countries197979.79600524902344
Lower-middle-income countries2025357.0674133300781
Upper-middle-income countries1965119.0286865234375
Upper-middle-income countries1966128.233642578125
Upper-middle-income countries1967124.03137969970703
Upper-middle-income countries1968139.81024169921875
Upper-middle-income countries1969147.70570373535156
Upper-middle-income countries1970163.0410614013672
Upper-middle-income countries1971166.5537109375
Upper-middle-income countries1972223.73617553710938
Upper-middle-income countries1973192.406005859375
Upper-middle-income countries1974221.46263122558594
Upper-middle-income countries1975236.86563110351562
Upper-middle-income countries1976264.7303771972656
Upper-middle-income countries1977297.8660888671875
Upper-middle-income countries1978318.2038269042969
Upper-middle-income countries1979348.70947265625
Upper-middle-income countries20252816.968994140625
~ Changed values: 6,164 / 12,710 (48.50%) (234 revised, 5,924 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearlow_carbon_energy_per_capita_kwh -low_carbon_energy_per_capita_kwh +anomaly score
Iran2021141.70846557617188298.0237426757812536%
Lower-middle-income countries1992106.24597930908203158.977340698242220%
Lower-middle-income countries1993105.62039184570312156.2774353027343819%
Lower-middle-income countries1996109.01680755615234160.7851715087890619%
USSR1972910.9927368164062619.756530761718819%
Lower-middle-income countries1995109.89418029785156160.0952453613281219%
Lower-middle-income countries1994109.67952728271484159.775680541992219%
Lower-middle-income countries1997108.92070770263672157.1465454101562518%
Lower-middle-income countries2003120.87557983398438174.3045959472656218%
Lower-middle-income countries2002120.56909942626953170.8790893554687517%
Lower-middle-income countries2000121.54031372070312170.9091491699218817%
Lower-middle-income countries1999119.15522766113281167.3761138916015617%
Lower-middle-income countries2017202.0753631591797283.3585815429687517%
Lower-middle-income countries2001123.58563232421875173.2661132812517%
Lower-middle-income countries2018216.6062774658203303.390014648437517%
Lower-middle-income countries2005141.71572875976562198.418533325195317%
Lower-middle-income countries2016192.98658752441406269.074981689453116%
Lower-middle-income countries2004145.61769104003906201.4492187516%
Lower-middle-income countries2015193.45462036132812267.598754882812516%
Lower-middle-income countries198272.94505310058594100.5538253784179716%
Lower-middle-income countries1998119.67681121826172164.8332214355468816%
Lower-middle-income countries2021257.3343505859375352.368255615234416%
Lower-middle-income countries2020244.17076110839844333.69897460937515%
Lower-middle-income countries2019238.5591278076172325.5629272460937515%
Lower-middle-income countries2010160.74765014648438218.8530273437515%
Lower-middle-income countries2014198.29837036132812269.400421142578115%
Lower-middle-income countries198374.4418716430664100.588768005371115%
Lower-middle-income countries2012182.9456329345703247.180618286132815%
Lower-middle-income countries2013190.53756713867188257.348052978515615%
Lower-middle-income countries2022285.0624084472656384.8876342773437515%
Lower-middle-income countries2009151.5745849609375204.4710998535156215%
Lower-middle-income countries2006150.9694061279297203.477737426757815%
Lower-middle-income countries2008151.66392517089844204.067749023437515%
Lower-middle-income countries198181.51912689208984109.5745544433593815%
Lower-middle-income countries198685.4992446899414114.436058044433614%
Lower-middle-income countries198079.7873306274414106.7433776855468814%
Lower-middle-income countries198584.16537475585938112.3784637451171914%
Lower-middle-income countries2023291.4746398925781387.846893310546914%
Lower-middle-income countries2007158.5337677001953210.7259368896484414%
Lower-middle-income countries2011188.09165954589844249.1952056884765614%
Lower-middle-income countries198480.82469940185547106.9778137207031214%
Lower-middle-income countries2024316.90460205078125418.341461181640614%
Lower-middle-income countries198993.66232299804688123.1403503417968814%
Lower-middle-income countries198788.31193542480469115.7730178833007813%
Lower-middle-income countries1990100.79916381835938131.4734497070312513%
Lower-middle-income countries198894.29669952392578122.6752319335937513%
Lower-middle-income countries1991106.36115264892578138.25708007812513%
North America19936557.09277343757495.261718756.7%
North America19926525.900878906257451.908691406256.6%
North America19946731.664550781257633.375488281256.3%
North America19906384.773925781257238.387207031256.3%
North America19916664.62988281257547.026855468756.2%
North America19976550.923339843757416.540527343756.2%
North America20036797.2988281257687.95410156256.1%
North America19986596.3886718757458.26464843756.1%
North America20057003.0019531257907.15917968756.1%
North America20047004.2011718757904.658691406256.0%
North America19896049.71191406256823.03417968756.0%
North America20026951.714355468757839.5605468756.0%
North America20077151.863281258054.41503906255.9%
North America20016806.904785156257661.770996093755.9%
North America19996945.87402343757816.38378906255.9%
North America20067109.717285156257995.875488281255.9%
North America20147443.42871093758371.1255.9%
North America20127186.729980468758082.030761718755.9%
North America20157417.128417968758340.5996093755.9%
North America20006946.992675781257811.339355468755.9%
North America20137409.511230468758331.0410156255.9%
North America20107276.8574218758178.407714843755.8%
North America19966989.40917968757853.707031255.8%
North America20087298.866699218758183.148925781255.7%
North America19956986.848144531257832.8574218755.7%
North America20097239.889160156258115.752441406255.7%
North America20167578.69531258495.1660156255.7%
North America20117396.40136718758289.7988281255.7%
North America19651173.9450683593751314.68786621093755.7%
North America19661224.63024902343751370.1730957031255.6%
North America19875607.507324218756267.056152343755.6%
North America20177681.671386718758578.2968755.5%
North America19681379.968751540.975097656255.5%
North America20187671.568847656258545.316406255.4%
North America19691505.30773925781251674.46350097656255.3%
North America19865402.47753906256002.541503906255.3%
North America19671328.10217285156251474.39611816406255.2%
North America20197669.40332031258513.33105468755.2%
North America20207586.322753906258413.277343755.2%
North America19844712.959472656255219.75097656255.1%
North America19886049.46582031256696.72167968755.1%
North America20217633.9355468758448.52441406255.1%
North America19701584.4055175781251748.73840332031254.9%
North America19855119.903808593755648.7343754.9%
North America19722048.0136718752258.8957519531254.9%
North America20227760.25488281258555.10449218754.9%
North America20237773.834472656258540.0761718754.7%
North America19732405.5644531252641.4279785156254.7%
North America19814130.578613281254533.69238281254.7%
North America19834436.702636718754866.52246093754.6%
North America19711815.99108886718751991.47448730468754.6%
Europe19721244.17480468751136.46618652343754.5%
North America19803969.7258300781254345.194824218754.5%
~ energy_mix.other_renewables_annual_change_pct 🟡 median anomaly score 3.2%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearother_renewables_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearother_renewables_annual_change_pct
High-income countries1965NaN
High-income countries19667.133779048919678
High-income countries1967-0.42872634530067444
High-income countries196810.215249061584473
High-income countries19695.6675004959106445
High-income countries19705.967916011810303
High-income countries19711.121833086013794
High-income countries197211.2028169631958
High-income countries19736.926334381103516
High-income countries19748.052389144897461
High-income countries19754.339580535888672
High-income countries19768.8247652053833
High-income countries19773.3523387908935547
High-income countries19782.4433205127716064
High-income countries19797.911715507507324
High-income countries20251.7610102891921997
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries20259.535552024841309
Upper-middle-income countries1965NaN
Upper-middle-income countries196622.0
Upper-middle-income countries196741.803314208984375
Upper-middle-income countries19683.468169927597046
Upper-middle-income countries1969-0.5586478114128113
Upper-middle-income countries1970314.00750732421875
Upper-middle-income countries197146.74136734008789
Upper-middle-income countries197210.469121932983398
Upper-middle-income countries197348.089256286621094
Upper-middle-income countries197460.935062408447266
Upper-middle-income countries197516.456050872802734
Upper-middle-income countries19763.8736138343811035
Upper-middle-income countries197710.039146423339844
Upper-middle-income countries19783.8912510871887207
Upper-middle-income countries197999.62335968017578
Upper-middle-income countries20250.383860319852829
~ Changed values: 1,830 / 12,710 (14.40%) (123 revised, 1,705 appeared, 2 disappeared) — showing the 100 most anomalous rows
countryyearother_renewables_annual_change_pct -other_renewables_annual_change_pct +anomaly score
Lower-middle-income countries1993111.11107635498047-2.2004799842834473100%
Lower-middle-income countries199450.87723159790039-5.607398986816406100%
Lower-middle-income countries199729.824565887451172-2.689333200454712100%
Lower-middle-income countries199225.581357955932617-1.0440641641616821100%
Lower-middle-income countries2015-12.8603973388671884.680862903594971100%
Lower-middle-income countries2005-8.1276674270629882.694498062133789100%
Lower-middle-income countries2023-4.6355042457580570.9437950253486633100%
Lower-middle-income countries2016-4.1049489974975591.4316188097000122100%
Upper-middle-income countries19930.6561851501464844-0.23955301940441132100%
Lower-middle-income countries20204.6462054252624510.135630771517753694%
Lower-middle-income countries1991152.94108581542977.84963464736938590%
Lower-middle-income countries199634.1176452636718753.575026988983154381%
Lower-middle-income countries199831.6666717529296884.00688982009887778%
Lower-middle-income countries1987-100.0-18.62576293945312569%
Lower-middle-income countries2017-9.261149406433105-1.8014208078384467%
Lower-middle-income countries199930.4481658935546889.54164314270019552%
Lower-middle-income countries200732.4330558776855510.75186157226562550%
Lower-middle-income countries199548.25579452514648416.89812850952148448%
Lower-middle-income countries20190.69536650180816651.954679131507873548%
Lower-middle-income countries20242.3986554145812990.950152158737182643%
Upper-middle-income countries20010.36299958825111390.838166296482086240%
High-income countries2016-0.011274697259068489-0.02304412424564361634%
Lower-middle-income countries201820.9806518554687510.36948490142822334%
Lower-middle-income countries200320.30815124511718838.4499931335449231%
Upper-middle-income countries198510.3434743881225595.61211013793945330%
Lower-middle-income countries20216.71510314941406253.870569705963134827%
Lower-middle-income countries201117.0159931182861339.80833721160888727%
Lower-middle-income countries200638.34146118164062523.2414684295654325%
Lower-middle-income countries20136.46894884109497110.56803512573242224%
High-income countries20190.62514185905456541.003797888755798323%
Lower-middle-income countries201025.08925819396972716.1001377105712922%
Upper-middle-income countries198317.05347061157226611.60353374481201219%
Lower-middle-income countries200825.4564132690429718.0595912933349617%
Lower-middle-income countries20126.76427412033081059.49105358123779317%
Lower-middle-income countries202210.64904785156258.23242664337158213%
Upper-middle-income countries20112.45102047920227051.964781522750854511%
Lower-middle-income countries200913.11220264434814510.6010475158691411%
Lower-middle-income countries201420.74269485473632825.58061218261718810%
Upper-middle-income countries199017.29078292846679720.8729133605957039.4%
High-income countries19924.8521151542663575.83695268630981459.2%
Lower-middle-income countries200112.04345893859863314.4126596450805669.0%
Upper-middle-income countries19914.2915577888488773.62232255935668958.5%
Upper-middle-income countries199911.78305244445800813.9089927673339848.3%
High-income countries20001.51494967937469481.78062367439270028.1%
Upper-middle-income countries20020.995584249496460.85781055688858037.4%
Lower-middle-income countries200057.44986724853515649.592636108398447.3%
Lower-middle-income countries200416.18697357177734418.492561340332036.6%
Upper-middle-income countries199812.72425556182861311.2745895385742196.0%
High-income countries20201.31144058704376221.45254468917846685.1%
High-income countries19993.0828177928924563.4136331081390385.1%
Upper-middle-income countries200010.05170536041259811.1094293594360355.0%
High-income countries20171.85324239730834961.68422448635101324.8%
Upper-middle-income countries20034.5653915405273444.1575970649719244.7%
Upper-middle-income countries20179.1168498992919928.3700809478759774.3%
High-income countries20034.20543384552001953.8726708889007574.1%
High-income countries2023-2.9885709285736084-2.7575376033782964.0%
Upper-middle-income countries198618.16062545776367216.7635269165039064.0%
Upper-middle-income countries20079.361880302429210.117540359497073.9%
Upper-middle-income countries19962.65122771263122562.8631494045257573.8%
Upper-middle-income countries20055.6167716979980475.2118949890136723.7%
Lower-middle-income countries20026.5777134895324717.0376725196838383.4%
High-income countries2022-1.8765097856521606-2.0017399787902833.2%
High-income countries20182.82692861557006842.66114544868469243.0%
Upper-middle-income countries20045.2962865829467774.9923033714294433.0%
Upper-middle-income countries19959.3185653686523448.7852382659912112.9%
Upper-middle-income countries19884.7982368469238284.5262722969055182.9%
Upper-middle-income countries20099.4041604995727548.9064311981201172.7%
Upper-middle-income countries19847.2163977622985846.85388994216918952.6%
Upper-middle-income countries20124.4763941764831544.7126660346984862.6%
Upper-middle-income countries201412.18959522247314511.6381292343139652.3%
Upper-middle-income countries19827.9033241271972668.2725172042846682.3%
Upper-middle-income countries19925.29026556015014655.05588579177856452.3%
High-income countries20046.5953149795532236.8940553665161132.2%
Upper-middle-income countries20089.8663368225097669.4562187194824222.1%
Upper-middle-income countries20208.050828933715827.7347607612609862.0%
Upper-middle-income countries20214.9522991180419925.141821861267091.9%
High-income countries19814.5045719146728524.6552143096923831.6%
Upper-middle-income countries20235.7908239364624025.6084508895874021.6%
Upper-middle-income countries198145.7188262939453144.2792320251464841.6%
Upper-middle-income countries20225.5671405792236335.3942422866821291.6%
Upper-middle-income countries19879.5067024230957039.7930259704589841.5%
Upper-middle-income countries201511.91798496246337911.5773172378540041.4%
High-income countries20213.94507169723510743.83264160156251.4%
Upper-middle-income countries201812.96640491485595712.603197097778321.4%
Upper-middle-income countries20197.1783638000488286.9796395301818851.4%
Upper-middle-income countries19947.7275457382202157.5213685035705571.4%
High-income countries20056.1617445945739756.004535198211671.3%
High-income countries19881.0916503667831421.11850142478942871.2%
High-income countries20154.9412236213684084.8270125389099121.2%
Upper-middle-income countries20063.25495219230651863.32636761665344241.1%
Upper-middle-income countries20241.59867906570434571.56513106822967531.1%
High-income countries19983.03846049308776863.09532356262207030.93%
Upper-middle-income countries20106.8527994155883796.97286844253540.87%
High-income countries20084.0067453384399414.07301568984985350.82%
Upper-middle-income countries19894.7765378952026374.7024145126342770.78%
High-income countries20027.4554753303527837.572392940521240.78%
High-income countries19941.50919818878173831.48672795295715330.75%
Upper-middle-income countries20168.5512008666992198.4245080947875980.75%
High-income countries20144.4806165695190434.5401844978332520.66%
High-income countries20113.9298591613769533.9799079895019530.63%
~ energy_mix.gas_annual_change_twh 🟡 median anomaly score 3.1%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeargas_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeargas_annual_change_twh
High-income countries1965NaN
High-income countries1966403.265625
High-income countries1967361.0751953125
High-income countries1968529.923828125
High-income countries1969630.06787109375
High-income countries1970570.94775390625
High-income countries1971469.8857421875
High-income countries1972415.16064453125
High-income countries1973236.5322265625
High-income countries197473.5390625
High-income countries1975-272.7060546875
High-income countries1976345.2626953125
High-income countries1977104.3505859375
High-income countries1978211.373046875
High-income countries1979432.1708984375
High-income countries2025397.06640625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19665.9305267333984375
Lower-middle-income countries196711.22406005859375
Lower-middle-income countries19685.5612640380859375
Lower-middle-income countries19698.601066589355469
Lower-middle-income countries1970-2.2809906005859375
Lower-middle-income countries1971-1.3523025512695312
Lower-middle-income countries19721.6854248046875
Lower-middle-income countries197325.276405334472656
Lower-middle-income countries197412.793121337890625
Lower-middle-income countries1975-1.5290374755859375
Lower-middle-income countries197633.60316467285156
Lower-middle-income countries197718.03289794921875
Lower-middle-income countries19787.202117919921875
Lower-middle-income countries197931.219863891601562
Lower-middle-income countries2025-63.005126953125
Upper-middle-income countries1965NaN
Upper-middle-income countries1966153.364501953125
Upper-middle-income countries1967130.571044921875
Upper-middle-income countries1968131.0155029296875
Upper-middle-income countries1969148.74072265625
Upper-middle-income countries1970203.703125
Upper-middle-income countries1971203.68408203125
Upper-middle-income countries1972143.285888671875
Upper-middle-income countries1973231.9794921875
Upper-middle-income countries1974180.53515625
Upper-middle-income countries1975273.27392578125
Upper-middle-income countries1976314.60693359375
Upper-middle-income countries1977274.1875
Upper-middle-income countries1978309.1435546875
Upper-middle-income countries1979326.282470703125
Upper-middle-income countries2025209.962890625
~ Changed values: 6,432 / 12,710 (50.61%) (132 revised, 6,297 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyeargas_annual_change_twh -gas_annual_change_twh +anomaly score
High-income countries20010.46093759.71726512908935591%
Lower-middle-income countries20083.31835937534.6372566223144583%
Lower-middle-income countries2009125.4184570312515.61207771301269578%
Upper-middle-income countries1997-12.4091796875-2.07845783233642671%
Lower-middle-income countries20123.54028320312519.95170593261718870%
Lower-middle-income countries20192.805664062513.52756500244140666%
Lower-middle-income countries199223.02288818359375100.1116104125976663%
Lower-middle-income countries19837.68673706054687520.36753654479980545%
Lower-middle-income countries200322.397827148437556.88948822021484444%
Lower-middle-income countries2014-45.279052734375-20.80444145202636737%
Lower-middle-income countries2011115.528564453125228.9213867187533%
Lower-middle-income countries198118.77468872070312532.95656585693359427%
Lower-middle-income countries199723.75708007812540.2582511901855526%
Upper-middle-income countries1992-67.36669921875-41.02248382568359424%
Lower-middle-income countries202326.27807617187516.91311073303222722%
Lower-middle-income countries200566.0838623046875102.2305068969726621%
Lower-middle-income countries199677.916015625118.4942169189453121%
Lower-middle-income countries200690.7641601562563.76473999023437517%
Lower-middle-income countries201867.961914062594.6331100463867216%
Lower-middle-income countries202486.746826171875120.2283401489257816%
Lower-middle-income countries200253.42651367187571.6832656860351615%
Lower-middle-income countries198229.368530273437522.20980644226074214%
Lower-middle-income countries198954.6469116210937572.0063934326171914%
Upper-middle-income countries199583.1318359375108.9809646606445313%
Lower-middle-income countries198436.34457397460937547.6219329833984413%
Lower-middle-income countries2013-115.252685546875-88.6642761230468813%
Lower-middle-income countries198734.1806030273437542.6750221252441411%
Lower-middle-income countries201548.438476562559.74468612670898410%
Upper-middle-income countries199444.31469726562536.02179336547851610%
Lower-middle-income countries199578.686645507812564.541297912597669.9%
Lower-middle-income countries2020-116.490234375-96.479324340820319.4%
Lower-middle-income countries199445.7583007812554.8328628540039069.0%
Upper-middle-income countries2017591.1533203125704.70642089843758.8%
Lower-middle-income countries2010105.567138671875125.413024902343758.6%
Upper-middle-income countries2023306.861328125261.604003906258.0%
Upper-middle-income countries2022-124.576171875-106.920036315917977.6%
Upper-middle-income countries1993-253.912841796875-294.53750610351567.4%
Lower-middle-income countries199134.2994995117187530.1365661621093756.5%
Lower-middle-income countries2016113.035888671875127.419647216796886.0%
Lower-middle-income countries198641.19799804687546.3296279907226565.9%
Lower-middle-income countries199079.9648437571.262145996093755.8%
Lower-middle-income countries199855.413085937562.006931304931645.6%
High-income countries2022112.806640625101.08962249755865.5%
Lower-middle-income countries199389.7499389648437580.758750915527345.3%
Lower-middle-income countries2004141.7293701171875157.158782958984385.2%
High-income countries1992122.6669921875110.674179077148445.1%
Upper-middle-income countries1987106.99951171875118.543395996093755.1%
Lower-middle-income countries199970.245483398437563.532268524169925.0%
Upper-middle-income countries2020340.6884765625308.56655883789064.9%
Upper-middle-income countries1989117.73095703125129.970428466796884.9%
Upper-middle-income countries2016256.13671875282.5173339843754.9%
Upper-middle-income countries2019341.025390625309.21560668945314.9%
High-income countries1997-177.578125-161.234954833984384.8%
Upper-middle-income countries1999278.52880859375255.30261230468754.4%
High-income countries2006279.900390625305.26208496093754.3%
Upper-middle-income countries2000173.28662109375188.080291748046884.1%
High-income countries2023-209.21875-193.0197753906254.0%
Lower-middle-income countries2021222.67236328125240.7058105468753.9%
Lower-middle-income countries2007121.0301513671875112.159263610839843.8%
Upper-middle-income countries2021743.533203125801.81207275390623.8%
High-income countries2013280.2109375301.77502441406253.7%
Upper-middle-income countries1986187.763671875201.33049011230473.5%
Upper-middle-income countries2012435.6044921875467.064025878906253.5%
Upper-middle-income countries2002241.0078125257.49401855468753.3%
Upper-middle-income countries2005393.87158203125419.825622558593753.2%
High-income countries2019365.423828125388.69204711914063.1%
High-income countries199446.176757812543.442932128906253.1%
High-income countries2005229.775390625243.498016357421882.9%
Upper-middle-income countries1981262.16015625247.41703796386722.9%
Upper-middle-income countries2006356.02001953125376.270690917968752.8%
High-income countries1981-128.7763671875-121.927764892578122.7%
Lower-middle-income countries2017152.23046875144.56709289550782.6%
Upper-middle-income countries200984.059570312579.895576477050782.5%
Upper-middle-income countries2014478.6064453125456.640075683593752.3%
Upper-middle-income countries1996317.195068359375302.82064819335942.3%
Upper-middle-income countries2011528.32763671875504.45205688476562.3%
Upper-middle-income countries1990300.93603515625287.805175781252.2%
Lower-middle-income countries2022-170.200927734375-163.07319641113282.1%
Upper-middle-income countries2024480.6357421875500.650207519531252.0%
High-income countries2012413.712890625430.28408813476562.0%
Upper-middle-income countries1984462.9375480.63363647460941.9%
Lower-middle-income countries198829.7175903320312528.702690124511721.7%
Upper-middle-income countries2007346.11376953125357.809020996093751.7%
Upper-middle-income countries1998101.429687598.128570556640621.7%
Upper-middle-income countries2013291.875301.09701538085941.6%
High-income countries2017252.611328125260.358459472656251.5%
High-income countries1993401.94921875413.86215209960941.5%
High-income countries2021427.8046875440.38345336914061.4%
High-income countries1987701.541015625721.433593751.4%
Upper-middle-income countries2008367.8134765625377.75808715820311.3%
High-income countries1988549.94921875536.16143798828121.3%
High-income countries2008311.796875319.59841918945311.2%
High-income countries2009-811.0625-829.91888427734381.1%
Upper-middle-income countries2010580.896484375594.32458496093751.1%
High-income countries1986-97.205078125-99.41152191162111.1%
High-income countries2002417.455078125426.74075317382811.1%
Lower-middle-income countries1985332.9964294433594340.268127441406251.1%
Upper-middle-income countries2018544.1044921875532.91711425781251.0%
High-income countries2011108.462890625106.288253784179691.0%
Upper-middle-income countries199166.65551757812565.339973449707031.00%
~ energy_mix.gas_annual_change_pct 🟡 median anomaly score 3.0%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeargas_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeargas_annual_change_pct
High-income countries1965NaN
High-income countries19668.375866889953613
High-income countries19676.9199604988098145
High-income countries19689.498621940612793
High-income countries196910.313969612121582
High-income countries19708.472359657287598
High-income countries19716.428078651428223
High-income countries19725.336406230926514
High-income countries19732.8863203525543213
High-income countries19740.872197151184082
High-income countries1975-3.206415891647339
High-income countries19764.193997383117676
High-income countries19771.2165520191192627
High-income countries19782.4346351623535156
High-income countries19794.85951566696167
High-income countries20251.6085631847381592
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19666.35571813583374
Lower-middle-income countries196711.309945106506348
Lower-middle-income countries19685.034427165985107
Lower-middle-income countries19697.413054466247559
Lower-middle-income countries1970-1.8302537202835083
Lower-middle-income countries1971-1.1053097248077393
Lower-middle-income countries19721.3929853439331055
Lower-middle-income countries197320.603668212890625
Lower-middle-income countries19748.646597862243652
Lower-middle-income countries1975-0.9511975646018982
Lower-middle-income countries197621.10491180419922
Lower-middle-income countries19779.352056503295898
Lower-middle-income countries19783.4156620502471924
Lower-middle-income countries197914.317241668701172
Lower-middle-income countries2025-2.314387321472168
Upper-middle-income countries1965NaN
Upper-middle-income countries196611.050130844116211
Upper-middle-income countries19678.471696853637695
Upper-middle-income countries19687.836637496948242
Upper-middle-income countries19698.250316619873047
Upper-middle-income countries197010.437807083129883
Upper-middle-income countries19719.450414657592773
Upper-middle-income countries19726.074069976806641
Upper-middle-income countries19739.270790100097656
Upper-middle-income countries19746.602749824523926
Upper-middle-income countries19759.375465393066406
Upper-middle-income countries19769.868315696716309
Upper-middle-income countries19777.827983856201172
Upper-middle-income countries19788.185232162475586
Upper-middle-income countries19797.985397815704346
Upper-middle-income countries20251.6520792245864868
~ Changed values: 1,479 / 12,710 (11.64%) (132 revised, 1,344 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyeargas_annual_change_pct -gas_annual_change_pct +anomaly score
High-income countries20010.0025501772761344910.05343810841441154591%
Lower-middle-income countries20080.158318325877189641.46238243579864580%
Lower-middle-income countries20095.9742336273193360.649640500545501780%
Upper-middle-income countries1997-0.3620736598968506-0.0585301034152507872%
Lower-middle-income countries20120.14474730193614960.719464242458343567%
Lower-middle-income countries20190.10506089031696320.434972554445266761%
Lower-middle-income countries19922.37662386894226079.52900600433349660%
Lower-middle-income countries2014-1.9398728609085083-0.769275188446044943%
Lower-middle-income countries19832.419592857360845.79893875122070341%
Lower-middle-income countries20031.35416185855865483.031927585601806638%
Lower-middle-income countries20231.00709319114685060.544764935970306430%
Lower-middle-income countries20114.9576506614685068.9977312088012729%
Upper-middle-income countries1992-2.039011001586914-1.192920327186584526%
Lower-middle-income countries20064.81709289550781252.9081447124481225%
Lower-middle-income countries19816.965352058410644511.13163185119628923%
Lower-middle-income countries198210.1861343383789066.750313282012939520%
Lower-middle-income countries2013-4.705387115478516-3.174420595169067419%
Lower-middle-income countries19971.8504471778869632.73989129066467319%
Lower-middle-income countries2020-4.35751485824585-3.088812351226806617%
Lower-middle-income countries19956.9803857803344735.01758527755737316%
Lower-middle-income countries19966.4610180854797368.77186965942382815%
Lower-middle-income countries20053.634723186492924.89048624038696315%
Lower-middle-income countries19939.049695968627937.01816511154174813%
Upper-middle-income countries19941.4857684373855591.160769462585449212%
Lower-middle-income countries19995.15364074707031254.04251480102539112%
Upper-middle-income countries19952.74641132354736333.471516132354736312%
Lower-middle-income countries19909.3585453033447277.507600307464611%
Lower-middle-income countries19913.6706612110137942.953227043151855511%
Lower-middle-income countries20176.2126770019531255.03581047058105510%
Lower-middle-income countries20076.1281881332397464.97073745727539110%
Lower-middle-income countries2022-6.123436450958252-4.9904041290283210%
Upper-middle-income countries20232.57401347160339362.1309254169464119.4%
Lower-middle-income countries20182.6113581657409673.1383810043334969.2%
Lower-middle-income countries19896.8324766159057628.2087221145629889.1%
Upper-middle-income countries2022-1.0341628789901733-0.8634096980094919.0%
Lower-middle-income countries20023.33796215057373053.9721114635467538.7%
Lower-middle-income countries20243.29137849807739263.85152792930603037.8%
Upper-middle-income countries20176.2321243286132817.24540948867797857.5%
Lower-middle-income countries198411.17009258270263712.8155050277709966.9%
Lower-middle-income countries19883.85895848274230963.38279271125793466.6%
Lower-middle-income countries19874.6446528434753425.2958769798278816.6%
Upper-middle-income countries20193.21090769767761232.8203144073486336.5%
Upper-middle-income countries20203.10794234275817872.7371966838836676.3%
Lower-middle-income countries198592.0595397949218881.167320251464846.3%
Upper-middle-income countries19997.9211363792419437.0000734329223636.2%
High-income countries20220.465301871299743650.41228058934211736.0%
Lower-middle-income countries20005.5883717536926274.9571933746337896.0%
Lower-middle-income countries20015.762268066406255.1551465988159185.6%
High-income countries19920.80071932077407840.71858888864517215.4%
High-income countries1997-1.0403863191604614-0.94017422199249275.1%
Upper-middle-income countries1993-7.8452324867248535-8.6684617996215825.0%
Upper-middle-income countries199010.2488203048706059.3271131515502934.7%
High-income countries2023-0.8589831590652466-0.78397339582443244.6%
Lower-middle-income countries20218.7089309692382817.95188188552856454.5%
Upper-middle-income countries199610.199008941650399.3225173950195314.5%
Lower-middle-income countries20104.7451419830322275.1849288940429694.4%
Upper-middle-income countries20091.27724730968475341.17655169963836674.1%
Upper-middle-income countries19815.7471342086791995.3066349029541024.0%
High-income countries20061.43862521648406981.55697143077850344.0%
Upper-middle-income countries20117.29103565216064456.7576742172241213.8%
Upper-middle-income countries20162.7752122879028322.9915864467620853.8%
Upper-middle-income countries20145.6292929649353035.2262158393859863.7%
Upper-middle-income countries19982.97025847434997562.764953613281253.6%
High-income countries19940.29144236445426940.272777616977691653.3%
High-income countries20131.28333997726440431.3698098659515383.3%
Upper-middle-income countries19912.0590260028839111.93686664104461673.1%
High-income countries1981-1.3887237310409546-1.30751454830169683.0%
Upper-middle-income countries20185.399610519409185.1089968681335452.8%
Upper-middle-income countries20004.5664205551147464.8195505142211912.7%
Upper-middle-income countries19874.2370705604553224.4714403152465822.7%
Upper-middle-income countries19887.0755419731140146.7172760963439942.6%
High-income countries20191.51887404918670651.5992816686630252.6%
Upper-middle-income countries19894.1769771575927734.3972620964050292.6%
Upper-middle-income countries20216.57845258712768556.9231233596801762.6%
Lower-middle-income countries19944.2310218811035164.4526381492614752.6%
High-income countries20051.195108175277711.25756585597991942.5%
Lower-middle-income countries20152.1162841320037842.22627496719360352.5%
Upper-middle-income countries20125.6029248237609865.8607702255249022.2%
Upper-middle-income countries20014.9299306869506844.7157940864562992.2%
Lower-middle-income countries20164.8362064361572274.6446542739868162.0%
Lower-middle-income countries20048.4544029235839848.129309654235842.0%
Upper-middle-income countries20025.7882909774780276.0114040374755861.9%
Upper-middle-income countries20037.4436297416687017.1693840026855471.9%
Upper-middle-income countries19828.3306636810302738.027699470520021.9%
Upper-middle-income countries20057.6965799331665047.9830040931701661.8%
High-income countries19884.07233953475952153.94483184814453121.6%
Lower-middle-income countries19984.2377271652221684.1075191497802731.6%
High-income countries20121.9313611984252931.99204242229461671.5%
High-income countries20110.50892084836959840.494505226612091061.4%
Lower-middle-income countries19865.9302015304565436.1001272201538091.4%
Upper-middle-income countries20066.4597492218017586.6258621215820311.3%
High-income countries2014-1.2970187664031982-1.2649607658386231.3%
High-income countries19932.60291600227355962.6679658889770511.2%
Upper-middle-income countries19868.0324831008911138.2182664871215821.1%
High-income countries19875.479521274566655.6055197715759281.1%
Upper-middle-income countries19848.2311229705810558.4175014495849611.1%
High-income countries1982-4.115783214569092-4.0251369476318361.1%
High-income countries20171.11258661746978761.13534879684448241.0%
Upper-middle-income countries20152.77005338668823242.71477413177490231.0%
Upper-middle-income countries1985-61.59866714477539-60.4269981384277340.96%
~ energy_mix.oil_twh 🟡 median anomaly score 2.9%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearoil_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearoil_twh
High-income countries196513711.5302734375
High-income countries196614775.38671875
High-income countries196715823.7744140625
High-income countries196817179.5859375
High-income countries196918739.97265625
High-income countries197020423.3515625
High-income countries197121353.548828125
High-income countries197222981.076171875
High-income countries197324677.8359375
High-income countries197423572.521484375
High-income countries197522913.759765625
High-income countries197624485.78125
High-income countries197725074.0625
High-income countries197825917.1171875
High-income countries197926020.779296875
High-income countries202529398.83984375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965396.87933349609375
Lower-middle-income countries1966424.22503662109375
Lower-middle-income countries1967422.715087890625
Lower-middle-income countries1968465.3634338378906
Lower-middle-income countries1969480.81976318359375
Lower-middle-income countries1970502.0697326660156
Lower-middle-income countries1971528.2538452148438
Lower-middle-income countries1972563.817626953125
Lower-middle-income countries1973594.2555541992188
Lower-middle-income countries1974603.1677856445312
Lower-middle-income countries1975634.0675048828125
Lower-middle-income countries1976670.044677734375
Lower-middle-income countries1977726.3228759765625
Lower-middle-income countries1978772.9306030273438
Lower-middle-income countries1979837.4232788085938
Lower-middle-income countries20254300.677734375
Upper-middle-income countries19653302.17578125
Upper-middle-income countries19663598.99560546875
Upper-middle-income countries19673868.681396484375
Upper-middle-income countries19684170.93994140625
Upper-middle-income countries19694493.947265625
Upper-middle-income countries19704957.58203125
Upper-middle-income countries19715370.70947265625
Upper-middle-income countries19725876.22998046875
Upper-middle-income countries19736459.07421875
Upper-middle-income countries19747015.248046875
Upper-middle-income countries19757410.12548828125
Upper-middle-income countries19767805.0869140625
Upper-middle-income countries19778221.3251953125
Upper-middle-income countries19788776.13671875
Upper-middle-income countries19799006.8505859375
Upper-middle-income countries202518927.921875
~ Changed values: 6,138 / 12,710 (48.29%) (135 revised, 6,003 appeared) — showing the 100 most anomalous rows
countryyearoil_twh -oil_twh +anomaly score
Lower-middle-income countries1980909.45227050781251263.54858398437516%
Lower-middle-income countries1981980.30889892578121350.738891601562516%
Lower-middle-income countries19821027.61120605468751402.80102539062515%
Lower-middle-income countries19831068.6843261718751439.726196289062515%
Lower-middle-income countries19841112.799316406251490.034545898437514%
Lower-middle-income countries20213735.7233886718754985.3657226562514%
Lower-middle-income countries20203551.2917480468754728.36523437514%
Lower-middle-income countries19921632.8063964843752172.04223632812514%
Lower-middle-income countries19931601.6262207031252128.80688476562514%
Lower-middle-income countries19961867.1579589843752457.82006835937514%
Lower-middle-income countries20194000.395019531255265.3608398437514%
Lower-middle-income countries20224072.8957519531255356.8256835937514%
Lower-middle-income countries20183969.3112792968755208.352539062514%
Lower-middle-income countries20244258.95214843755584.3632812513%
Lower-middle-income countries20143575.3469238281254687.312513%
Lower-middle-income countries19971989.9255371093752608.09594726562513%
Lower-middle-income countries20234171.19628906255454.83398437513%
Lower-middle-income countries19941708.08435058593752233.42895507812513%
Lower-middle-income countries19951826.4372558593752384.6567382812513%
Lower-middle-income countries20153736.47949218754868.6635742187513%
Lower-middle-income countries19982073.7980957031252699.90209960937513%
Lower-middle-income countries19851291.552246093751680.709350585937513%
Lower-middle-income countries20052517.02246093753273.92309570312513%
Lower-middle-income countries20173998.45410156255193.518554687513%
Lower-middle-income countries20032340.868652343753038.4692382812513%
Lower-middle-income countries20042463.1621093753196.3051757812513%
Lower-middle-income countries20163964.1110839843755135.6210937513%
Lower-middle-income countries20012321.8273925781253004.456054687513%
Lower-middle-income countries20022370.4846191406253062.7836914062513%
Lower-middle-income countries20133524.6750488281254552.6499023437513%
Lower-middle-income countries19992223.3908691406252869.21118164062513%
Lower-middle-income countries19861339.437988281251725.9916992187513%
Lower-middle-income countries19911554.0134277343752000.74389648437513%
Lower-middle-income countries19871369.35632324218751760.899780273437513%
Lower-middle-income countries19881447.98913574218751861.172973632812512%
Lower-middle-income countries19891520.08410644531251948.542358398437512%
Lower-middle-income countries19901560.334472656251997.17602539062512%
Lower-middle-income countries20002298.537597656252919.86914062512%
Lower-middle-income countries20123465.288574218754372.7524414062512%
Lower-middle-income countries20103174.8918457031253998.426757812511%
Lower-middle-income countries20062644.0832519531253325.545898437511%
Lower-middle-income countries20113301.585449218754149.291992187511%
Lower-middle-income countries20082965.3190917968753716.06127929687511%
Lower-middle-income countries20093105.8850097656253875.8051757812511%
Lower-middle-income countries20072809.3815917968753498.66601562511%
Upper-middle-income countries19907164.2089843757797.749511718754.2%
Upper-middle-income countries19917290.1074218757874.978027343753.9%
Upper-middle-income countries19856048.261230468756506.16699218753.6%
Upper-middle-income countries19886618.866699218757092.931152343753.5%
Upper-middle-income countries19927351.75292968757878.218261718753.5%
Upper-middle-income countries19866208.038574218756650.38281253.4%
Upper-middle-income countries19876478.47656256937.500488281253.4%
Upper-middle-income countries19896782.771972656257263.225097656253.4%
Upper-middle-income countries20009314.94531259939.00488281253.2%
Upper-middle-income countries20029648.94335937510294.52246093753.2%
Upper-middle-income countries20019411.5585937510027.75292968753.2%
Upper-middle-income countries19958025.47949218758547.06253.1%
Upper-middle-income countries19937560.8847656258051.6542968753.1%
Upper-middle-income countries19968356.65136718758897.21093753.1%
Upper-middle-income countries200310049.86132812510699.7246093753.1%
Upper-middle-income countries19988841.761718759413.13183593753.1%
Upper-middle-income countries19947711.4160156258201.04785156253.1%
Upper-middle-income countries19978905.7968759465.84082031253.0%
Upper-middle-income countries200611495.069335937512217.6035156253.0%
Upper-middle-income countries19998870.69628906259414.97167968753.0%
Upper-middle-income countries200912222.25585937512968.1660156253.0%
Upper-middle-income countries200711950.729492187512677.93261718753.0%
Upper-middle-income countries200812131.20507812512859.252.9%
Upper-middle-income countries200511100.2539062511759.082031252.9%
Upper-middle-income countries201013098.717773437513873.95605468752.9%
Upper-middle-income countries200410964.82812511597.0957031252.8%
Upper-middle-income countries201214158.827148437514920.92871093752.6%
Upper-middle-income countries201414798.881835937515579.19042968752.6%
Upper-middle-income countries201113557.510742187514262.7968752.5%
Upper-middle-income countries201314608.29882812515367.6464843752.5%
Upper-middle-income countries201515138.77148437515904.99316406252.5%
Upper-middle-income countries201615454.97460937516189.04199218752.3%
Upper-middle-income countries19849405.75488281259852.14550781252.3%
Upper-middle-income countries201715972.004882812516718.769531252.3%
Upper-middle-income countries201916597.94335937517367.9042968752.3%
Upper-middle-income countries19809203.9746093759630.88183593752.3%
Upper-middle-income countries201816352.547851562517108.77343752.3%
Upper-middle-income countries19829259.43652343759682.32910156252.2%
Upper-middle-income countries19839270.72167968759692.0156252.2%
Upper-middle-income countries19819226.980468759645.1894531252.2%
Upper-middle-income countries202217270.67773437518019.78906252.1%
Upper-middle-income countries202418520.73242187519240.6542968751.9%
Upper-middle-income countries202318341.16601562519049.1582031251.9%
Upper-middle-income countries202116591.0273437517221.8378906251.9%
Upper-middle-income countries202015748.65039062516320.53808593751.8%
High-income countries200928840.40039062529385.691406250.94%
High-income countries200631044.80664062531628.675781250.93%
High-income countries200730933.179687531513.78906250.93%
High-income countries200531019.87531598.9433593750.92%
High-income countries200830129.64062530689.972656250.92%
High-income countries200430840.07812531410.3417968750.92%
High-income countries200330192.22460937530742.2597656250.90%
High-income countries200129663.4257812530196.5136718750.89%
High-income countries201229199.91992187529714.957031250.87%
High-income countries200229678.3398437530201.7675781250.87%
~ energy_mix.oil_per_capita_kwh 🟡 median anomaly score 2.9%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearoil_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearoil_per_capita_kwh
High-income countries196514174.1845703125
High-income countries196615112.4892578125
High-income countries196716032.861328125
High-income countries196817244.466796875
High-income countries196918622.8984375
High-income countries197020097.818359375
High-income countries197120804.2265625
High-income countries197222167.419921875
High-income countries197323583.595703125
High-income countries197422328.908203125
High-income countries197521526.720703125
High-income countries197622823.3515625
High-income countries197723188.71484375
High-income countries197823784.69921875
High-income countries197923698.30078125
High-income countries202520674.2578125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965462.5617980957031
Lower-middle-income countries1966482.9461364746094
Lower-middle-income countries1967470.0013122558594
Lower-middle-income countries1968505.31201171875
Lower-middle-income countries1969509.9523620605469
Lower-middle-income countries1970519.9086303710938
Lower-middle-income countries1971534.5043334960938
Lower-middle-income countries1972557.3450927734375
Lower-middle-income countries1973573.23779296875
Lower-middle-income countries1974567.6028442382812
Lower-middle-income countries1975582.0357055664062
Lower-middle-income countries1976600.15869140625
Lower-middle-income countries1977634.7463989257812
Lower-middle-income countries1978659.1863403320312
Lower-middle-income countries1979696.554443359375
Lower-middle-income countries20251460.1282958984375
Upper-middle-income countries19652435.167236328125
Upper-middle-income countries19662587.615234375
Upper-middle-income countries19672713.29150390625
Upper-middle-income countries19682852.0859375
Upper-middle-income countries19692995.272216796875
Upper-middle-income countries19703222.736572265625
Upper-middle-income countries19713407.728271484375
Upper-middle-income countries19723643.30322265625
Upper-middle-income countries19733916.514404296875
Upper-middle-income countries19744164.66064453125
Upper-middle-income countries19754312.6103515625
Upper-middle-income countries19764457.2216796875
Upper-middle-income countries19774610.2431640625
Upper-middle-income countries19784834.88720703125
Upper-middle-income countries19794874.8994140625
Upper-middle-income countries20256119.3828125
~ Changed values: 6,059 / 12,710 (47.67%) (135 revised, 5,924 appeared) — showing the 100 most anomalous rows
countryyearoil_per_capita_kwh -oil_per_capita_kwh +anomaly score
Lower-middle-income countries1980736.85504150390621023.750427246093816%
Lower-middle-income countries1981773.6428222656251065.97973632812516%
Lower-middle-income countries1982790.25189208984381078.779663085937515%
Lower-middle-income countries1983801.06060791015621079.184936523437515%
Lower-middle-income countries1984813.20867919921881088.883666992187514%
Lower-middle-income countries20211335.48474121093751782.219726562514%
Lower-middle-income countries20201285.8708496093751712.071899414062514%
Lower-middle-income countries1992982.06677246093751306.39526367187514%
Lower-middle-income countries1993941.86584472656251251.88403320312514%
Lower-middle-income countries19961027.87207031251353.032104492187514%
Lower-middle-income countries20191468.14904785156251932.392700195312514%
Lower-middle-income countries20221437.8200683593751891.075073242187514%
Lower-middle-income countries20181476.64416503906251937.5864257812514%
Lower-middle-income countries20241464.79064941406251920.642211914062513%
Lower-middle-income countries20141410.19079589843751848.773071289062513%
Lower-middle-income countries19971072.29504394531251405.403442382812513%
Lower-middle-income countries20231453.42272949218751900.6967773437513%
Lower-middle-income countries1994982.36688232421881284.507202148437513%
Lower-middle-income countries19951027.5080566406251341.5483398437513%
Lower-middle-income countries20151451.5612792968751891.39624023437513%
Lower-middle-income countries19981094.19763183593751424.548706054687513%
Lower-middle-income countries1985920.22247314453121197.49438476562513%
Lower-middle-income countries20051157.800292968751505.96557617187513%
Lower-middle-income countries20171508.32189941406251959.131469726562513%
Lower-middle-income countries20031117.62048339843751450.68188476562513%
Lower-middle-income countries20041154.0192871093751497.50512695312513%
Lower-middle-income countries20161517.24963378906251965.64086914062513%
Lower-middle-income countries20011152.18737792968751490.9360351562513%
Lower-middle-income countries20021153.51501464843751490.398559570312513%
Lower-middle-income countries20131412.4396972656251824.37915039062513%
Lower-middle-income countries19991149.2229003906251483.03344726562513%
Lower-middle-income countries1986930.61126708984381199.1801757812513%
Lower-middle-income countries1991956.33435058593751231.25073242187513%
Lower-middle-income countries1987928.02447509765621193.376831054687513%
Lower-middle-income countries1988957.573730468751230.817504882812512%
Lower-middle-income countries1989981.25964355468751257.8422851562512%
Lower-middle-income countries1990983.21563720703121258.483276367187512%
Lower-middle-income countries20001164.01965332031251478.672729492187512%
Lower-middle-income countries20121411.5007324218751781.13403320312512%
Lower-middle-income countries20101337.5944824218751684.55297851562511%
Lower-middle-income countries20061194.6267089843751502.51928710937511%
Lower-middle-income countries20111367.417480468751718.512084960937511%
Lower-middle-income countries20081293.38293457031251620.83398437511%
Lower-middle-income countries20091331.4235839843751661.471069335937511%
Lower-middle-income countries20071246.9003906251552.8286132812511%
Upper-middle-income countries19903167.4531253447.555175781254.2%
Upper-middle-income countries19913171.2048339843753425.6242675781253.9%
Upper-middle-income countries19852931.0139160156253152.91699218753.6%
Upper-middle-income countries19883032.9904785156253250.2229003906253.5%
Upper-middle-income countries19923152.8454589843753378.623535156253.5%
Upper-middle-income countries19862953.2009277343753163.6267089843753.4%
Upper-middle-income countries19873024.1354980468753238.406738281253.4%
Upper-middle-income countries19893052.777343753269.0187988281253.4%
Upper-middle-income countries20003644.76855468753888.951660156253.2%
Upper-middle-income countries20023703.853027343753951.665527343753.2%
Upper-middle-income countries20013646.05175781253884.7663574218753.2%
Upper-middle-income countries19953315.9980468753531.5075683593753.1%
Upper-middle-income countries19933200.085449218753407.79980468753.1%
Upper-middle-income countries19963412.9616699218753633.732910156253.1%
Upper-middle-income countries20033823.4807128906254070.722167968753.1%
Upper-middle-income countries19983532.433105468753760.7053222656253.1%
Upper-middle-income countries19943224.1770019531253428.8942871093753.1%
Upper-middle-income countries19973596.8146972656253823.001464843753.0%
Upper-middle-income countries20064256.347167968754523.884277343753.0%
Upper-middle-income countries19993506.957031253722.13183593753.0%
Upper-middle-income countries20094404.50488281254673.3066406253.0%
Upper-middle-income countries20074386.355957031254653.266113281253.0%
Upper-middle-income countries20084412.68652343754677.510253906252.9%
Upper-middle-income countries20054147.41406254393.573730468752.9%
Upper-middle-income countries20104676.576660156254953.356933593752.9%
Upper-middle-income countries20044134.127441406254372.515136718752.8%
Upper-middle-income countries20124961.89160156255228.9667968752.6%
Upper-middle-income countries20145086.18457031255354.36621093752.6%
Upper-middle-income countries20114796.52246093755046.046386718752.5%
Upper-middle-income countries20135069.19042968755332.689941406252.5%
Upper-middle-income countries20155155.2167968755416.139160156252.5%
Upper-middle-income countries20165217.94824218755465.78613281252.3%
Upper-middle-income countries19844641.846191406254862.144531252.3%
Upper-middle-income countries20175347.277832031255597.287597656252.3%
Upper-middle-income countries20195476.372558593755730.415527343752.3%
Upper-middle-income countries19804892.781255119.722656252.3%
Upper-middle-income countries20185431.792968755682.986816406252.3%
Upper-middle-income countries19824739.7675781254956.239746093752.2%
Upper-middle-income countries19834658.370605468754870.06347656252.2%
Upper-middle-income countries19814814.43755032.649902343752.2%
Upper-middle-income countries20225630.45996093755874.67968752.1%
Upper-middle-income countries20246006.350097656256239.824218751.9%
Upper-middle-income countries20235965.89355468756196.18457031251.9%
Upper-middle-income countries20215422.667968755628.844238281251.9%
Upper-middle-income countries20205167.973144531255355.63964843751.8%
High-income countries200921793.976562522206.03906250.94%
High-income countries200623934.679687524384.8261718750.93%
High-income countries200723691.80273437524136.49218750.93%
High-income countries200524053.14062524502.156250.92%
High-income countries200822914.58398437523340.7343750.92%
High-income countries200424048.6132812524493.2949218750.92%
High-income countries200323674.50195312524105.7988281250.90%
High-income countries200123532.94335937523955.8593750.89%
High-income countries201221669.5976562522051.81250.87%
High-income countries200223408.914062523821.769531250.87%
~ energy_mix.other_renewables_per_capita_kwh 🟡 median anomaly score 2.8%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearother_renewables_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearother_renewables_per_capita_kwh
High-income countries196585.75370025634766
High-income countries196690.90007781982422
High-income countries196789.66070556640625
High-income countries196897.89938354492188
High-income countries1969102.41477966308594
High-income countries1970107.4683609008789
High-income countries1971107.5932846069336
High-income countries1972118.45794677734375
High-income countries1973125.4894027709961
High-income countries1974134.40020751953125
High-income countries1975139.08140563964844
High-income countries1976150.16915893554688
High-income countries1977153.98825073242188
High-income countries1978156.54176330566406
High-income countries1979167.6427459716797
High-income countries20251022.2144165039062
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries202526.707927703857422
Upper-middle-income countries19650.2234676331281662
Upper-middle-income countries19660.2658056616783142
Upper-middle-income countries19670.36767637729644775
Upper-middle-income countries19680.3709092438220978
Upper-middle-income countries19690.3595128059387207
Upper-middle-income countries19701.4516741037368774
Upper-middle-income countries19712.0792183876037598
Upper-middle-income countries19722.2444205284118652
Upper-middle-income countries19733.2505788803100586
Upper-middle-income countries19745.12175178527832
Upper-middle-income countries19755.847344398498535
Upper-middle-income countries19765.959855079650879
Upper-middle-income countries19776.439889907836914
Upper-middle-income countries19786.572920799255371
Upper-middle-income countries197912.890788078308105
Upper-middle-income countries2025392.503173828125
~ Changed values: 6,126 / 12,710 (48.20%) (135 revised, 5,985 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearother_renewables_per_capita_kwh -other_renewables_per_capita_kwh +anomaly score
Lower-middle-income countries19890.05.1469268798828125100%
Lower-middle-income countries19850.04.855642795562744100%
Lower-middle-income countries19870.04.270795822143555100%
Lower-middle-income countries19840.04.253678321838379100%
Lower-middle-income countries19880.03.9428272247314453100%
Lower-middle-income countries19830.03.06542706489563100%
Lower-middle-income countries19820.01.194774866104126100%
Lower-middle-income countries19810.00.78152996301651100%
Lower-middle-income countries19800.00.5499665141105652100%
Lower-middle-income countries19900.071770735085010535.11778640747070397%
Lower-middle-income countries19910.17729263007640845.39044618606567494%
Lower-middle-income countries19920.21760416030883795.21336221694946392%
Lower-middle-income countries19930.44915866851806644.98512649536132883%
Lower-middle-income countries19940.66276568174362184.602042675018310575%
Lower-middle-income countries19860.96426695585250855.38052463531494170%
Lower-middle-income countries19950.96114242076873785.26228427886962969%
Lower-middle-income countries19961.26139533519744875.33343362808227562%
Lower-middle-income countries19971.6029779911041265.08026981353759852%
Lower-middle-income countries20055.67470073699951215.24928283691406246%
Lower-middle-income countries19982.0665943622589115.17369413375854543%
Lower-middle-income countries201718.43017387390136745.04202270507812542%
Lower-middle-income countries20046.29117441177368215.12431621551513741%
Lower-middle-income countries20067.7109136581420918.45936775207519541%
Lower-middle-income countries20035.517870426177978513.00714302062988340%
Lower-middle-income countries201620.60845756530761746.5395317077636739%
Lower-middle-income countries201921.8433971405029349.3105010986328139%
Lower-middle-income countries201821.98893356323242249.02591705322265638%
Lower-middle-income countries202324.43813323974609453.20122909545898437%
Lower-middle-income countries202022.55212211608886748.7160224914550837%
Lower-middle-income countries202424.7003860473632853.0115013122558636%
Lower-middle-income countries201521.8127708435058646.570423126220736%
Lower-middle-income countries202123.76109886169433649.9594383239746136%
Lower-middle-income countries19992.6409025192260745.55186796188354536%
Lower-middle-income countries202225.96278381347656253.39640045166015635%
Lower-middle-income countries20024.674608230590829.57541847229003934%
Lower-middle-income countries20014.4728660583496099.1227998733520534%
Lower-middle-income countries200710.03150653839111320.08314704895019533%
Lower-middle-income countries20004.07394266128548.13709926605224633%
Lower-middle-income countries200812.3678350448608423.3006324768066431%
Lower-middle-income countries200913.74922847747802725.3280715942382830%
Lower-middle-income countries201425.41453552246093845.1678924560546928%
Lower-middle-income countries201016.90296936035156228.90011405944824226%
Lower-middle-income countries201321.3851585388183636.54251098632812526%
Lower-middle-income countries201220.4164562225341833.5938377380371124%
Lower-middle-income countries201119.4442539215087931.19736289978027323%
Upper-middle-income countries198019.5240612030029322.847330093383797.8%
Upper-middle-income countries198229.56056594848632834.367633819580087.5%
Upper-middle-income countries198127.92488479614257832.355258941650397.3%
Upper-middle-income countries198333.966053009033237.650920867919925.1%
Upper-middle-income countries198435.7670288085937539.513229370117195.0%
Upper-middle-income countries199058.92095565795898463.4007263183593753.7%
Upper-middle-income countries2001103.73637390136719111.351165771484383.5%
Upper-middle-income countries2002103.81166076660156111.279968261718753.5%
Upper-middle-income countries199160.4598922729492264.639198303222663.3%
Upper-middle-income countries2007130.3444061279297139.29431152343753.3%
Upper-middle-income countries2000104.3964614868164111.531669616699223.3%
Upper-middle-income countries2003107.5867919921875114.87693023681643.3%
Upper-middle-income countries199262.759143829345766.948028564453123.2%
Upper-middle-income countries2004112.26780700683594119.5290527343753.1%
Upper-middle-income countries2008141.92100524902344151.099670410156253.1%
Upper-middle-income countries2006120.23818969726562127.612411499023443.0%
Upper-middle-income countries2010162.84205627441406172.778945922851563.0%
Upper-middle-income countries2005117.5034408569336124.623741149902342.9%
Upper-middle-income countries2009153.8250732421875163.028549194335942.9%
Upper-middle-income countries2013181.1312255859375191.749649047851562.8%
Upper-middle-income countries2012171.08888244628906181.076034545898442.8%
Upper-middle-income countries199995.8455810546875101.421577453613282.8%
Upper-middle-income countries198538.7542877197265640.9775962829589842.8%
Upper-middle-income countries199362.34399795532226665.913345336914062.8%
Upper-middle-income countries2011165.32180786132812174.57751464843752.7%
Upper-middle-income countries199466.3463745117187570.01062011718752.7%
Upper-middle-income countries2014201.265869140625212.0173339843752.6%
Upper-middle-income countries199672.7259902954101676.525833129882812.5%
Upper-middle-income countries199777.705421447753981.742683410644532.5%
Upper-middle-income countries2015223.1840362548828234.39070129394532.4%
Upper-middle-income countries199571.6753234863281275.264884948730472.4%
Upper-middle-income countries2016240.199951171875251.966613769531252.4%
Upper-middle-income countries198748.3030204772949250.602207183837892.3%
Upper-middle-income countries198849.6920967102050851.9223060607910162.2%
Upper-middle-income countries198644.9514617919921946.968315124511722.2%
Upper-middle-income countries198951.1389579772949253.3963050842285162.2%
Upper-middle-income countries2017259.9001770019531270.766052246093752.0%
Upper-middle-income countries2018291.2998962402344302.50280761718751.9%
Upper-middle-income countries199886.6480026245117289.977676391601561.9%
Upper-middle-income countries2019310.1190185546875321.44857788085941.8%
Upper-middle-income countries2021348.37701416015625360.69808959960941.7%
Upper-middle-income countries2022366.8368835449219379.18881225585941.7%
Upper-middle-income countries2020333.2688293457031344.43362426757811.6%
Upper-middle-income countries2023387.1997375488281399.54733276367191.6%
Upper-middle-income countries2024392.21759033203125404.5915527343751.6%
High-income countries2023984.81738281251003.3645019531250.93%
High-income countries20201004.62432861328121023.5246582031250.93%
High-income countries20241005.8161621093751024.72167968750.93%
High-income countries2014923.0692138671875939.8083496093750.90%
High-income countries20211043.34875488281251061.8278808593750.88%
High-income countries2013888.7785034179688904.38018798828120.87%
High-income countries2002531.9439086914062541.27441406250.87%
High-income countries2019994.10156251011.3952636718750.86%
High-income countries2004584.15380859375594.16253662109380.85%
High-income countries2015962.5465698242188978.93499755859380.84%
~ energy_mix.other_renewables_twh 🟡 median anomaly score 2.8%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearother_renewables_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearother_renewables_twh
High-income countries196582.95464324951172
High-income countries196688.87244415283203
High-income countries196788.49142456054688
High-income countries196897.53104400634766
High-income countries1969103.0586166381836
High-income countries1970109.20906829833984
High-income countries1971110.43421173095703
High-income countries1972122.80595397949219
High-income countries1973131.31190490722656
High-income countries1974141.88565063476562
High-income countries1975148.0428924560547
High-income countries1976161.10733032226562
High-income countries1977166.50819396972656
High-income countries1978170.57652282714844
High-income countries1979184.07205200195312
High-income countries20251453.591064453125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries202578.66581726074219
Upper-middle-income countries19650.3030302822589874
Upper-middle-income countries19660.3696969449520111
Upper-middle-income countries19670.5242425203323364
Upper-middle-income countries19680.5424241423606873
Upper-middle-income countries19690.5393939018249512
Upper-middle-income countries19702.233131170272827
Upper-middle-income countries19713.2769272327423096
Upper-middle-income countries19723.619992733001709
Upper-middle-income countries19735.360820293426514
Upper-middle-income countries19748.627439498901367
Upper-middle-income countries197510.047175407409668
Upper-middle-income countries197610.43636417388916
Upper-middle-income countries197711.484086036682129
Upper-middle-income countries197811.930960655212402
Upper-middle-income countries197923.816984176635742
Upper-middle-income countries20251214.0552978515625
~ Changed values: 6,205 / 12,710 (48.82%) (135 revised, 6,064 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearother_renewables_twh -other_renewables_twh +anomaly score
Lower-middle-income countries19890.07.97318172454834100%
Lower-middle-income countries19850.06.815000057220459100%
Lower-middle-income countries19870.06.301817893981934100%
Lower-middle-income countries19880.05.962121486663818100%
Lower-middle-income countries19840.05.8207573890686035100%
Lower-middle-income countries19830.04.089545249938965100%
Lower-middle-income countries19820.01.5536364316940308100%
Lower-middle-income countries19810.00.9903029799461365100%
Lower-middle-income countries19800.00.678787887096405100%
Lower-middle-income countries19900.113898061215877538.12177753448486397%
Lower-middle-income countries19910.288094997406005868.75930690765380994%
Lower-middle-income countries19920.36179360747337348.66785430908203192%
Lower-middle-income countries19930.76378637552261358.47711944580078183%
Lower-middle-income countries19941.15237975120544438.00177383422851675%
Lower-middle-income countries19861.38787889480590827.74424219131469770%
Lower-middle-income countries19951.70846974849700939.35392379760742269%
Lower-middle-income countries19962.29135942459106459.68832969665527362%
Lower-middle-income countries19972.97474741935739.42777824401855552%
Lower-middle-income countries200512.33662509918212933.1514739990234446%
Lower-middle-income countries19983.9167509078979499.80553817749023443%
Lower-middle-income countries201748.85708236694336119.4032058715820342%
Lower-middle-income countries200413.42800903320312532.28164672851562541%
Lower-middle-income countries200617.06666755676269540.8563652038574241%
Lower-middle-income countries200311.55724143981933627.2436046600341840%
Lower-middle-income countries201653.84362030029297121.5936203002929739%
Lower-middle-income countries201959.51863098144531134.360671997070339%
Lower-middle-income countries201859.10761642456055131.7846984863281238%
Lower-middle-income countries202370.13530731201172152.6828765869140637%
Lower-middle-income countries202062.28398895263672134.5429077148437537%
Lower-middle-income countries202471.81761169433594154.1336059570312536%
Lower-middle-income countries201556.14848709106445119.8774337768554736%
Lower-middle-income countries202166.46642303466797139.7504882812536%
Lower-middle-income countries19995.10932970046997110.74114799499511736%
Lower-middle-income countries202273.54446411132812151.2553405761718835%
Lower-middle-income countries20029.60636615753173819.6775779724121134%
Lower-middle-income countries20019.01348495483398418.38378715515136734%
Lower-middle-income countries200722.60190963745117245.24918365478515633%
Lower-middle-income countries20008.04463291168212916.0679664611816433%
Lower-middle-income countries200828.35554504394531253.4210014343261731%
Lower-middle-income countries200932.0735816955566459.0841865539550830%
Lower-middle-income countries201464.43509674072266114.5170440673828128%
Lower-middle-income countries201040.1206054687568.596824645996126%
Lower-middle-income countries201353.3656272888183691.1900711059570326%
Lower-middle-income countries201250.1231842041015682.4741668701171924%
Lower-middle-income countries201146.9475250244140675.3250274658203123%
Upper-middle-income countries198036.7273674011230542.97888183593757.8%
Upper-middle-income countries198257.74844360351562567.139350891113287.5%
Upper-middle-income countries198153.518688201904362.009597778320317.3%
Upper-middle-income countries198367.596557617187574.929893493652345.1%
Upper-middle-income countries198472.4745941162109480.065505981445315.0%
Upper-middle-income countries1990133.2686004638672143.401031494140623.7%
Upper-middle-income countries2001267.77484130859375287.4309082031253.5%
Upper-middle-income countries2002270.4407653808594289.89651489257813.5%
Upper-middle-income countries1991138.98789978027344148.595474243164063.3%
Upper-middle-income countries2007355.1263732910156379.51062011718753.3%
Upper-middle-income countries2000266.80633544921875285.04177856445313.3%
Upper-middle-income countries2003282.7874450683594301.94924926757813.3%
Upper-middle-income countries1992146.34072875976562156.108291625976563.2%
Upper-middle-income countries2004297.7646789550781317.023498535156253.1%
Upper-middle-income countries2008390.1643371582031415.39797973632813.1%
Upper-middle-income countries2006324.7259216308594344.64138793945313.0%
Upper-middle-income countries2010456.10760498046875483.94003295898443.0%
Upper-middle-income countries2005314.48944091796875333.54641723632812.9%
Upper-middle-income countries2009426.85601806640625452.39511108398442.9%
Upper-middle-income countries2013521.9805908203125552.580566406252.8%
Upper-middle-income countries2012488.2044982910156516.70300292968752.8%
Upper-middle-income countries1999242.437255859375256.541503906252.8%
Upper-middle-income countries198579.9709854125976684.558868408203122.8%
Upper-middle-income countries1993147.30099487304688155.73432922363282.8%
Upper-middle-income countries2011467.2868957519531493.44839477539062.7%
Upper-middle-income countries1994158.68374633789062167.447692871093752.7%
Upper-middle-income countries2014585.60791015625616.8906252.6%
Upper-middle-income countries1996178.0699005126953187.37382507324222.5%
Upper-middle-income countries1997192.40042114257812202.396789550781252.5%
Upper-middle-income countries2015655.4005737304688688.30999755859382.4%
Upper-middle-income countries1995173.47079467773438182.15837097167972.4%
Upper-middle-income countries2016711.4451904296875746.29669189453122.4%
Upper-middle-income countries1987103.47750091552734108.40295410156252.3%
Upper-middle-income countries1988108.44259643554688113.30957031252.2%
Upper-middle-income countries198694.4942169189453198.733917236328122.2%
Upper-middle-income countries1989113.62239837646484118.637855529785162.2%
Upper-middle-income countries2017776.3065795898438808.76232910156252.0%
Upper-middle-income countries2018876.9656372070312910.69226074218751.9%
Upper-middle-income countries1998216.88194274902344225.21618652343751.9%
Upper-middle-income countries2019939.9174194335938974.25531005859381.8%
Upper-middle-income countries20211065.8835449218751103.5808105468751.7%
Upper-middle-income countries20221125.22277832031251163.1105957031251.7%
Upper-middle-income countries20201015.58856201171881049.6115722656251.6%
Upper-middle-income countries20231190.38244628906251228.34313964843751.6%
Upper-middle-income countries20241209.4128417968751247.56823730468751.6%
High-income countries20231395.28381347656251421.5612792968750.93%
High-income countries20201410.14172363281251436.6711425781250.93%
High-income countries20241428.43615722656251455.2854003906250.93%
High-income countries20141258.69030761718751281.5156250.90%
High-income countries20211465.77282714843751491.7336425781250.88%
High-income countries20131204.71179199218751225.8593750.87%
High-income countries2002674.4102783203125686.23968505859380.87%
High-income countries20191391.8879394531251416.10168457031250.86%
High-income countries2004749.1221923828125761.95739746093750.85%
High-income countries20151320.8850097656251343.374511718750.84%
~ energy_mix.fossil_fuels_annual_change_twh 🟡 median anomaly score 2.8%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearfossil_fuels_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearfossil_fuels_annual_change_twh
High-income countries1965NaN
High-income countries19661420.2802734375
High-income countries19671233.125
High-income countries19682115.265625
High-income countries19692324.94091796875
High-income countries19702106.72607421875
High-income countries1971871.521484375
High-income countries19721964.68896484375
High-income countries19732330.8408203125
High-income countries1974-1120.005859375
High-income countries1975-1102.5888671875
High-income countries19762439.3779296875
High-income countries1977834.380859375
High-income countries1978985.5986328125
High-income countries19791182.09375
High-income countries2025370.35888671875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries196629.422317504882812
Lower-middle-income countries196717.76824951171875
Lower-middle-income countries196863.94560241699219
Lower-middle-income countries196950.06005096435547
Lower-middle-income countries1970-7.2203826904296875
Lower-middle-income countries197130.37151336669922
Lower-middle-income countries197260.802703857421875
Lower-middle-income countries197350.663917541503906
Lower-middle-income countries197481.94729614257812
Lower-middle-income countries197570.66059875488281
Lower-middle-income countries197691.88581848144531
Lower-middle-income countries1977103.89849853515625
Lower-middle-income countries197832.164825439453125
Lower-middle-income countries1979134.6164093017578
Lower-middle-income countries202564.248291015625
Upper-middle-income countries1965NaN
Upper-middle-income countries1966672.404541015625
Upper-middle-income countries1967307.25
Upper-middle-income countries1968408.2760009765625
Upper-middle-income countries1969814.904296875
Upper-middle-income countries19701058.625
Upper-middle-income countries19711005.2734375
Upper-middle-income countries1972882.824951171875
Upper-middle-income countries1973924.734375
Upper-middle-income countries1974768.8427734375
Upper-middle-income countries19751130.046875
Upper-middle-income countries1976788.88623046875
Upper-middle-income countries19771074.69921875
Upper-middle-income countries19781126.2587890625
Upper-middle-income countries1979742.899169921875
Upper-middle-income countries2025710.416015625
~ Changed values: 6,752 / 12,710 (53.12%) (132 revised, 6,617 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearfossil_fuels_annual_change_twh -fossil_fuels_annual_change_twh +anomaly score
Upper-middle-income countries1992302.78173828125-177.63706970214844100%
Lower-middle-income countries2006326.00952148437574.0416336059570363%
Lower-middle-income countries1992177.88238525390625514.058898925781249%
Upper-middle-income countries1998-34.2041015625-16.8232631683349634%
Lower-middle-income countries2013176.307861328125326.9421997070312530%
Upper-middle-income countries201520.745117187532.8007659912109423%
Lower-middle-income countries201982.976318359375128.6412506103515622%
Upper-middle-income countries2020-417.0517578125-639.299133300781221%
Lower-middle-income countries200386.9385986328125132.6203308105468821%
High-income countries2001100.876953125153.3185424804687521%
Upper-middle-income countries1993264.608642578125183.793380737304718%
Lower-middle-income countries2001131.911376953125188.2237701416015618%
Lower-middle-income countries1996171.9522705078125244.0568542480468817%
Lower-middle-income countries2011376.374267578125518.231994628906216%
Lower-middle-income countries1993111.0723266601562583.6841506958007814%
Lower-middle-income countries2010244.283203125322.4663696289062514%
Lower-middle-income countries2024411.202392578125542.696838378906214%
Upper-middle-income countries1991405.960205078125311.9337768554687513%
Lower-middle-income countries2014406.097900390625525.502502441406213%
Lower-middle-income countries2018351.583251953125440.037384033203111%
Lower-middle-income countries2008401.33642578125496.289031982421911%
Lower-middle-income countries1997220.7086181640625272.228881835937510%
Lower-middle-income countries2009509.42138671875419.75411987304699.7%
High-income countries1993-132.3076171875-109.731010437011729.3%
Lower-middle-income countries2002191.735595703125230.4133300781259.2%
High-income countries1997144.0810546875172.43542480468759.0%
Lower-middle-income countries2016441.43115234375527.02404785156258.8%
Lower-middle-income countries2012479.01123046875565.70526123046888.3%
Lower-middle-income countries2015328.399169921875382.59191894531257.6%
Lower-middle-income countries1981175.47012329101562204.169281005859387.6%
Upper-middle-income countries1990889.1894531251034.5485839843757.6%
Lower-middle-income countries1999200.2730712890625173.44148254394537.2%
Lower-middle-income countries1984120.00759887695312138.435562133789067.1%
High-income countries2015129.6298828125148.882843017578126.9%
Lower-middle-income countries2022369.445556640625423.810974121093756.9%
Lower-middle-income countries1995291.519287109375334.062194824218756.8%
Lower-middle-income countries1989230.78619384765625264.09359741210946.7%
Upper-middle-income countries1981333.560546875381.65563964843756.7%
Lower-middle-income countries1987156.9832763671875179.031356811523446.6%
High-income countries1998146.5165.94926452636726.2%
Upper-middle-income countries20221071.7656251209.38000488281256.0%
Lower-middle-income countries2004411.6182861328125464.32995605468756.0%
Lower-middle-income countries2005341.8865966796875385.33474731445316.0%
High-income countries20001281.58496093751442.59558105468755.9%
Upper-middle-income countries2000814.48681640625915.18829345703125.8%
Upper-middle-income countries1995483.3603515625540.5432128906255.6%
Upper-middle-income countries1997411.2548828125456.17453002929695.2%
Lower-middle-income countries1998199.2886962890625220.580230712890625.1%
Lower-middle-income countries1988184.72283935546875204.15226745605475.0%
Upper-middle-income countries1999561.05712890625509.22167968754.8%
High-income countries2012-188.0751953125-171.000259399414064.8%
Upper-middle-income countries20171354.7441406251487.7517089843754.7%
High-income countries1983-166.451171875-182.66271972656254.6%
Lower-middle-income countries2020-824.433837890625-903.92596435546884.6%
Lower-middle-income countries2017359.159423828125392.86135864257814.5%
Lower-middle-income countries20211061.9902343751156.68005371093754.3%
Upper-middle-income countries1984994.24707031251074.3769531253.9%
Lower-middle-income countries198395.82095336914062103.534065246582033.9%
High-income countries2006396.935546875428.53842163085943.8%
Upper-middle-income countries20062474.714355468752654.80761718753.5%
Upper-middle-income countries20232617.69531252449.486816406253.3%
High-income countries1991-52.03515625-48.740917205810553.3%
Lower-middle-income countries1991101.57391357421875107.909309387207033.0%
High-income countries2017381.712890625404.482727050781252.9%
Upper-middle-income countries20121431.28808593751516.42712402343752.9%
Lower-middle-income countries1994202.578369140625191.231933593752.9%
High-income countries2005417.6240234375440.191894531252.6%
Upper-middle-income countries1983720.51416015625758.8513183593752.6%
Upper-middle-income countries20212518.949218752636.167968752.3%
Upper-middle-income countries1989444.52294921875465.14376831054692.3%
High-income countries2013309.4892578125296.04562377929692.2%
Lower-middle-income countries1986160.60986328125167.332794189453122.1%
High-income countries2016206.1435546875214.604598999023442.0%
Upper-middle-income countries1987868.29833984375903.26824951171882.0%
Upper-middle-income countries2008951.884765625989.82672119140622.0%
Lower-middle-income countries1985572.9681396484375595.77990722656252.0%
Upper-middle-income countries20021354.96191406251405.53222656251.8%
High-income countries1990-237.4287109375-228.899719238281251.8%
Upper-middle-income countries20241210.06542968751253.9316406251.8%
Upper-middle-income countries1988741.806884765625767.06335449218751.7%
High-income countries2022516.23828125533.66809082031251.7%
Lower-middle-income countries2023713.408203125690.85412597656251.6%
Upper-middle-income countries2014635.3046875615.54449462890621.6%
High-income countries1994381.7958984375393.98922729492191.6%
High-income countries2019-1133.296875-1098.72497558593751.5%
Lower-middle-income countries198270.0546264648437568.149665832519531.4%
High-income countries20031196.2519531251229.13830566406251.4%
Upper-middle-income countries20112982.272949218752903.8620605468751.3%
High-income countries2023-1305.953125-1272.5427246093751.3%
High-income countries2018867.142578125845.41717529296881.3%
Upper-middle-income countries2009868.9345703125891.20245361328121.3%
Lower-middle-income countries2000281.2254638671875274.274597167968751.3%
High-income countries20041095.957031251121.38586425781251.1%
Upper-middle-income countries1982794.1337890625811.67376708984381.1%
Upper-middle-income countries20102515.09863281252565.7209472656251.00%
Upper-middle-income countries1994558.987548828125548.35589599609380.96%
High-income countries19871531.20214843751560.26037597656250.94%
High-income countries2008-683.3388671875-695.4597167968750.88%
Upper-middle-income countries20052909.849121093752961.1269531250.87%
High-income countries1999705.51171875694.161621093750.81%
~ energy_mix.low_carbon_energy_annual_change_twh 🟡 median anomaly score 2.7%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearlow_carbon_energy_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearlow_carbon_energy_annual_change_twh
High-income countries1965NaN
High-income countries196671.6445541381836
High-income countries196738.010643005371094
High-income countries196859.433380126953125
High-income countries196967.4561767578125
High-income countries197076.78633117675781
High-income countries1971131.05093383789062
High-income countries1972167.28836059570312
High-income countries1973149.85263061523438
High-income countries1974265.9884033203125
High-income countries1975292.6033935546875
High-income countries1976129.8856658935547
High-income countries1977299.4527587890625
High-income countries1978333.3558654785156
High-income countries1979111.30187225341797
High-income countries2025116.2745361328125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19660.8083324432373047
Lower-middle-income countries19673.049062728881836
Lower-middle-income countries19686.249599456787109
Lower-middle-income countries19696.961120128631592
Lower-middle-income countries19704.714785575866699
Lower-middle-income countries19714.962939739227295
Lower-middle-income countries19720.3600804805755615
Lower-middle-income countries19735.9288153648376465
Lower-middle-income countries19741.2074098587036133
Lower-middle-income countries197510.164210319519043
Lower-middle-income countries19766.419639587402344
Lower-middle-income countries19774.6932854652404785
Lower-middle-income countries197814.26800537109375
Lower-middle-income countries19790.46861791610717773
Lower-middle-income countries2025130.2942352294922
Upper-middle-income countries1965NaN
Upper-middle-income countries196616.947063446044922
Upper-middle-income countries1967-1.5071570873260498
Upper-middle-income countries196827.61376953125
Upper-middle-income countries196917.148860931396484
Upper-middle-income countries197029.198612213134766
Upper-middle-income countries197111.686578750610352
Upper-middle-income countries197298.36578369140625
Upper-middle-income countries1973-43.54681396484375
Upper-middle-income countries197455.73331832885742
Upper-middle-income countries197533.946128845214844
Upper-middle-income countries197656.57871627807617
Upper-middle-income countries197767.6046142578125
Upper-middle-income countries197846.41691207885742
Upper-middle-income countries197966.68099975585938
Upper-middle-income countries2025693.2138671875
~ Changed values: 6,099 / 12,710 (47.99%) (233 revised, 5,857 appeared, 9 disappeared) — showing the 100 most anomalous rows
countryyearlow_carbon_energy_annual_change_twh -low_carbon_energy_annual_change_twh +anomaly score
Europe1973-30.98036956787109440.774757385253906100%
USSR1973-58.7427902221679713.0123291015625100%
North America1992-19.2714595794677735.451318264007568100%
Upper-middle-income countries199218.438796997070312-2.2776598930358887100%
Lower-middle-income countries2015-4.7849121093755.800687789916992100%
North America1980-0.94841670989990239.502129554748535100%
Lower-middle-income countries2012-5.0026888847351075.164121150970459100%
Lower-middle-income countries19974.098998069763184-0.4439445734024048100%
Lower-middle-income countries2005-2.7236683368682861.378536581993103100%
Lower-middle-income countries2002-1.27259457111358642.001415252685547100%
Lower-middle-income countries19923.813420772552490239.65588760375976682%
USSR197282.0274810791015610.27236175537109478%
Lower-middle-income countries19993.708835601806640611.41784763336181651%
Lower-middle-income countries19962.69066596031188967.49488973617553747%
North America198933.02392959594726689.7013549804687546%
Upper-middle-income countries19867.23082351684570318.6745262145996144%
Lower-middle-income countries20035.404561042785644513.9247064590454144%
Iran202223.3004932403564459.47354888916015642%
Lower-middle-income countries20166.241566658020019514.18215656280517639%
Lower-middle-income countries19892.5035543441772465.255989551544189535%
Lower-middle-income countries19932.9586391448974611.427686214447021535%
Europe1972145.270797729492273.5156707763671933%
Vietnam2018-1.8595008850097656-1.01648187637329129%
Iran2021-31.630393981933594-17.80344963073730528%
Upper-middle-income countries199918.39562034606933629.25533866882324223%
Upper-middle-income countries19898.69029235839843813.57332134246826222%
Lower-middle-income countries20095.8688621520996099.11801719665527322%
Lower-middle-income countries201731.47227478027343848.1524810791015621%
Lower-middle-income countries201027.96151161193847742.48484039306640621%
Lower-middle-income countries19857.52695941925048811.33657360076904320%
North America201939.3512496948242226.2565231323242220%
Lower-middle-income countries201427.28124809265136740.8284721374511720%
North America202342.52270507812528.6161499023437520%
Lower-middle-income countries19814.81932783126831057.09921503067016619%
Lower-middle-income countries19954.6367688179016116.76682424545288119%
North America1979-43.567447662353516-30.08972549438476618%
Lower-middle-income countries20009.47171306610107413.66562938690185518%
Lower-middle-income countries202024.3226928710937534.5130195617675817%
Lower-middle-income countries19864.9319691658020026.98333120346069317%
Lower-middle-income countries202145.49016952514648464.0693511962890617%
Lower-middle-income countries201846.56368255615234464.3677825927734416%
Lower-middle-income countries200626.05692291259765619.00417518615722716%
Lower-middle-income countries2008-9.47367000579834-6.92198514938354516%
North America2020-19.763023376464844-26.62252044677734415%
Lower-middle-income countries201326.33868217468261735.3617019653320315%
North America199640.81415176391601654.0898170471191414%
North America201835.3783569335937526.7258911132812514%
North America201063.36028671264648482.557739257812513%
Lower-middle-income countries19834.4571485519409183.438059568405151413%
Lower-middle-income countries20019.04304695129394511.67012310028076213%
Lower-middle-income countries202329.01398086547851622.82016563415527312%
High-income countries19977.2546434402465829.18059539794921912%
Upper-middle-income countries199657.7625236511230572.8475952148437512%
Upper-middle-income countries200139.9854545593261731.7678775787353511%
North America197670.778785705566488.7482070922851611%
North America1984132.457275390625165.1338195800781211%
North America1987112.37805938720703139.944259643554711%
Lower-middle-income countries199112.86822700500488316.01893234252929711%
North America196822.9950618743896528.34225654602050810%
North America1986141.24404907226562172.889846801757810%
North America1990178.84690856933594217.72392272949229.8%
Lower-middle-income countries202484.9091796875103.262077331542979.8%
North America200764.4494171142578178.336776733398449.7%
North America199353.8864555358886764.984329223632819.3%
Lower-middle-income countries199014.87160205841064517.8859291076660169.2%
Lower-middle-income countries198812.28055953979492214.6724901199340828.9%
North America2003-38.9603157043457-32.612689971923838.9%
Lower-middle-income countries202287.65687561035156104.594253540039068.8%
North America2002110.06547546386719131.241348266601568.8%
North America198396.43656921386719114.914611816406258.7%
Lower-middle-income countries199824.68864440917968820.7764186859130868.6%
Lower-middle-income countries19877.24970769882202156.1211581230163578.4%
North America200538.8321723937988345.804401397705088.2%
Vietnam202516.4122867584228513.9544162750244148.1%
North America198181.5691452026367294.00246429443367.1%
North America1995155.71327209472656135.417221069335947.0%
North America197287.2117004394531299.976135253906256.8%
North America201461.7126541137695370.492500305175786.6%
Upper-middle-income countries200946.9966239929199253.674701690673836.6%
North America2024139.17401123046875121.925018310546886.6%
Upper-middle-income countries198748.7359771728515655.472499847412116.5%
Lower-middle-income countries201172.593360900878982.207977294921886.2%
Upper-middle-income countries2006115.69881439208984130.844223022460946.1%
Lower-middle-income countries200457.63409042358398464.894363403320315.9%
North America202148.528686523437543.26989746093755.7%
North America2013167.1663360595703187.13569641113285.6%
Upper-middle-income countries198260.52188110351562567.267562866210945.3%
North America1991161.395751953125179.229217529296885.2%
Upper-middle-income countries2011108.9234466552734498.327850341796885.1%
United States1990218.8726806640625197.904235839843755.0%
Argentina20102.27617120742797852.05906724929809575.0%
North America201526.314813613891629.05236244201664.9%
North America1994117.59481048583984106.645835876464844.9%
North America196621.6077537536621123.812221527099614.9%
High-income countries199264.519752502441470.845809936523444.7%
North America2022102.9074554443359493.812149047851564.6%
North America2012-72.57948303222656-66.220993041992194.6%
Lower-middle-income countries199411.09899520874023412.0619764328002934.2%
High-income countries2007-70.8768310546875-65.423530578613284.0%
Upper-middle-income countries199469.4394683837890675.04980468753.9%
~ energy_mix.low_carbon_energy_annual_change_pct 🟡 median anomaly score 2.3%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearlow_carbon_energy_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearlow_carbon_energy_annual_change_pct
High-income countries1965NaN
High-income countries19668.297872543334961
High-income countries19674.065077781677246
High-income countries19686.107860088348389
High-income countries19696.533303260803223
High-income countries19706.980870723724365
High-income countries197111.136780738830566
High-income countries197212.791677474975586
High-income countries197310.158955574035645
High-income countries197416.369205474853516
High-income countries197515.474128723144531
High-income countries19765.948443412780762
High-income countries197712.944218635559082
High-income countries197812.758265495300293
High-income countries19793.7777884006500244
High-income countries20250.9388893842697144
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19663.1479835510253906
Lower-middle-income countries196711.51192855834961
Lower-middle-income countries196821.159849166870117
Lower-middle-income countries196919.452739715576172
Lower-middle-income countries197011.02979564666748
Lower-middle-income countries197110.456949234008789
Lower-middle-income countries19720.686866819858551
Lower-middle-income countries197311.232283592224121
Lower-middle-income countries19742.0564777851104736
Lower-middle-income countries197516.962987899780273
Lower-middle-income countries19769.159903526306152
Lower-middle-income countries19776.134710788726807
Lower-middle-income countries197817.572071075439453
Lower-middle-income countries19790.4908789396286011
Lower-middle-income countries202514.140652656555176
Upper-middle-income countries1965NaN
Upper-middle-income countries196610.499567031860352
Upper-middle-income countries1967-0.8450353741645813
Upper-middle-income countries196815.614483833312988
Upper-middle-income countries19698.38735294342041
Upper-middle-income countries197013.175686836242676
Upper-middle-income countries19714.65956449508667
Upper-middle-income countries197237.47339630126953
Upper-middle-income countries1973-12.067483901977539
Upper-middle-income countries197417.56409454345703
Upper-middle-income countries19759.099685668945312
Upper-middle-income countries197613.901629447937012
Upper-middle-income countries197714.583407402038574
Upper-middle-income countries19788.738506317138672
Upper-middle-income countries197911.544621467590332
Upper-middle-income countries20258.643586158752441
~ Changed values: 4,543 / 12,710 (35.74%) (241 revised, 4,299 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearlow_carbon_energy_annual_change_pct -low_carbon_energy_annual_change_pct +anomaly score
USSR1973-26.1717109680175788.521702766418457100%
Europe1973-3.7376849651336675.385578632354736100%
Lower-middle-income countries19972.069866180419922-0.15199901163578033100%
Upper-middle-income countries19921.803731918334961-0.2064676582813263100%
Lower-middle-income countries2012-1.10157108306884770.8582924604415894100%
Lower-middle-income countries2015-0.95173162221908570.8492604494094849100%
Lower-middle-income countries2005-0.87631487846374510.32060685753822327100%
Lower-middle-income countries2002-0.51099336147308350.5732139348983765100%
North America1992-0.66658681631088260.16651132702827454100%
North America1980-0.063771978020668030.5875219106674194100%
Lower-middle-income countries19922.206412315368652317.65124320983886778%
USSR197257.593864440917977.21252202987670978%
Iran2022185.8850708007812535.9366035461425868%
Lower-middle-income countries19931.67488813400268550.540136873722076451%
North America19891.31161916255950933.2183465957641642%
Upper-middle-income countries19860.96785020828247072.32845640182495141%
Lower-middle-income countries19991.63514709472656253.6548435688018838%
Europe197221.25102233886718810.7542829513549833%
Lower-middle-income countries20068.4576873779296884.40568399429321332%
Lower-middle-income countries19961.37741732597351072.633705854415893631%
Vietnam2018-2.139120578765869-1.166924834251403829%
Lower-middle-income countries2008-2.652268648147583-1.45791995525360129%
Lower-middle-income countries20032.18127536773681643.965365648269653329%
Lower-middle-income countries19834.6989192962646482.62936878204345728%
Iran2021-71.61822509765625-40.3109550476074228%
Lower-middle-income countries20233.593094587326052.0930812358856226%
Lower-middle-income countries199812.2141780853271487.124318122863769526%
North America20190.87080818414688110.521623611450195325%
Lower-middle-income countries20161.25339305400848392.058879613876342824%
North America20230.90667545795440670.553468465805053724%
Lower-middle-income countries19891.75576925277709962.833377838134765623%
Lower-middle-income countries19875.8912024497985843.71634817123413123%
North America1979-2.846118450164795-1.826483249664306622%
Upper-middle-income countries19991.32225728034973141.976423382759094220%
North America20180.78906917572021480.533782362937927219%
Upper-middle-income countries19890.93955540657043461.360080003738403318%
Lower-middle-income countries1982-8.171570777893066-5.82628536224365217%
Lower-middle-income countries19946.1796483993530274.53889417648315415%
North America2003-1.1275854110717773-0.836977541446685815%
Upper-middle-income countries20012.69788408279418952.0049066543579115%
Lower-middle-income countries201911.639645576477058.77449131011962914%
North America19955.1166348457336433.92408633232116713%
Lower-middle-income countries200422.76450347900390617.7752418518066412%
Lower-middle-income countries20076.8978390693664555.4234380722045912%
High-income countries19970.081270836293697360.1026334986090660112%
North America19944.0194005966186523.188904762268066412%
North America20242.94082522392272952.34518671035766611%
Lower-middle-income countries198411.3672761917114269.08750534057617211%
North America20211.06926178932189940.859681308269500711%
North America2012-1.7856003046035767-1.4535920619964610%
North America20222.2434337139129641.84796226024627699.7%
North America2020-0.43356263637542725-0.52615016698837289.6%
Lower-middle-income countries201119.0260143280029315.8254833221435559.2%
North America20172.31995248794555661.93615877628326429.0%
Vietnam202511.9357757568359389.9700860977172859.0%
Upper-middle-income countries19964.5612535476684575.4396886825561528.8%
North America19961.27584552764892581.50821733474731458.3%
North America20062.65928435325622562.25291252136230478.3%
North America20083.2352502346038822.77280902862548837.7%
Upper-middle-income countries20113.92784523963928223.36661148071289067.7%
North America19824.2119660377502443.6132676601409917.7%
North America20101.6278405189514161.89215028285980227.5%
North America1997-5.146034240722656-4.4303212165832527.5%
North America19766.2842545509338387.2716870307922367.3%
Upper-middle-income countries19911.59230589866638181.37702083587646487.3%
Lower-middle-income countries20091.68782460689544681.94886493682861337.2%
Lower-middle-income countries202212.17734050750732410.6114625930786136.9%
Lower-middle-income countries19856.8055095672607427.7441415786743166.5%
North America19847.6551928520202648.7007751464843756.4%
North America19707.0491561889648446.2163481712341316.3%
North America2001-0.8815587759017944-0.7786196470260626.2%
Lower-middle-income countries20107.9079713821411138.907030105590825.9%
North America19889.2795581817626958.2406568527221685.9%
North America19875.1276254653930665.7470865249633795.7%
United States19909.8557968139648448.8282346725463875.5%
North America20163.16842985153198242.8401610851287845.5%
North America20112.75704598426818852.47319436073303225.4%
North America19685.6284451484680186.2489290237426765.2%
North America19866.8886909484863287.6426973342895515.2%
Argentina20103.60982441902160643.2543098926544195.2%
Lower-middle-income countries20145.73765563964843756.3575978279113775.1%
Lower-middle-income countries19814.8938956260681155.3885455131530764.8%
Upper-middle-income countries19982.2541038990020752.04985690116882324.7%
North America20251.46047210693359381.3290137052536014.7%
Lower-middle-income countries20176.24183416366577156.8494639396667484.6%
Lower-middle-income countries19889.4241399765014658.5889368057250984.6%
High-income countries19920.81650990247726440.89513754844665534.6%
Lower-middle-income countries202410.1504468917846689.2770919799804694.5%
Lower-middle-income countries199010.2496519088745129.3762121200561524.5%
North America19835.9023890495300296.4449925422668464.4%
Upper-middle-income countries198815.1753406524658213.903781890869144.4%
North America196710.3190670013427739.46185588836674.3%
Lower-middle-income countries20013.7679324150085453.45795083045959474.3%
High-income countries2007-0.6780120134353638-0.62412750720977784.1%
Upper-middle-income countries20091.89131402969360352.05365872383117684.1%
High-income countries19903.3209257125854493.06428098678588874.0%
North America19996.5317449569702156.0294466018676764.0%
North America197812.48045444488525411.5290718078613284.0%
North America20071.74479055404663091.8857161998748783.9%
North America19907.0113425254821787.5680336952209473.8%
~ energy_mix.fossil_fuels_annual_change_pct 🟡 median anomaly score 2.3%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearfossil_fuels_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearfossil_fuels_annual_change_pct
High-income countries1965NaN
High-income countries19664.929871559143066
High-income countries19674.079148292541504
High-income countries19686.7230072021484375
High-income countries19696.9239277839660645
High-income countries19705.86777925491333
High-income countries19712.292872905731201
High-income countries19725.053011894226074
High-income countries19735.706379413604736
High-income countries1974-2.5939829349517822
High-income countries1975-2.6216495037078857
High-income countries19765.956315517425537
High-income countries19771.9228087663650513
High-income countries19782.228437662124634
High-income countries19792.6144514083862305
High-income countries20250.5992788672447205
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19663.1750667095184326
Lower-middle-income countries19671.8584284782409668
Lower-middle-income countries19686.566212177276611
Lower-middle-income countries19694.823652267456055
Lower-middle-income countries1970-0.6637211441993713
Lower-middle-income countries19712.810502529144287
Lower-middle-income countries19725.472716331481934
Lower-middle-income countries19734.3235321044921875
Lower-middle-income countries19746.70335578918457
Lower-middle-income countries19755.416975498199463
Lower-middle-income countries19766.6821699142456055
Lower-middle-income countries19777.082497596740723
Lower-middle-income countries19782.0475752353668213
Lower-middle-income countries19798.397577285766602
Lower-middle-income countries20250.4687160551548004
Upper-middle-income countries1965NaN
Upper-middle-income countries19666.801358699798584
Upper-middle-income countries19672.909914016723633
Upper-middle-income countries19683.757378101348877
Upper-middle-income countries19697.22800874710083
Upper-middle-income countries19708.756811141967773
Upper-middle-income countries19717.645951747894287
Upper-middle-income countries19726.237696647644043
Upper-middle-income countries19736.150182723999023
Upper-middle-income countries19744.817123889923096
Upper-middle-income countries19756.754830837249756
Upper-middle-income countries19764.417177677154541
Upper-middle-income countries19775.76295804977417
Upper-middle-income countries19785.710355281829834
Upper-middle-income countries19793.563176155090332
Upper-middle-income countries20251.145613670349121
~ Changed values: 6,732 / 12,710 (52.97%) (132 revised, 6,597 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearfossil_fuels_annual_change_pct -fossil_fuels_annual_change_pct +anomaly score
Upper-middle-income countries19921.5359188318252563-0.8492581248283386100%
Lower-middle-income countries20064.6783561706542970.89986759424209668%
Lower-middle-income countries19924.50577926635742211.37419795989990243%
Upper-middle-income countries1998-0.1510676145553589-0.0719598978757858335%
Lower-middle-income countries20131.7936191558837892.93137335777282724%
Lower-middle-income countries19932.69217014312744141.662518739700317424%
Upper-middle-income countries20150.0410328097641468050.0633825510740280221%
High-income countries20010.163016796112060550.2453692853450775120%
Upper-middle-income countries2020-0.7581324577331543-1.134906053543090820%
Upper-middle-income countries19931.32197391986846920.886216819286346420%
Upper-middle-income countries19912.10261082649230961.513888835906982416%
Lower-middle-income countries19993.76249885559082032.718765258789062516%
Lower-middle-income countries20096.1968603134155274.50039482116699216%
Lower-middle-income countries20190.69770765304565430.935697436332702615%
Lower-middle-income countries20031.41870629787445071.830312848091125513%
Lower-middle-income countries19944.7813701629638673.736998319625854512%
Lower-middle-income countries19823.4399271011352542.75562715530395511%
Lower-middle-income countries20114.1938929557800295.14666843414306610%
Lower-middle-income countries20005.0917615890502934.18556928634643559.8%
High-income countries1993-0.23098871111869812-0.190334901213645949.6%
Lower-middle-income countries20012.2726209163665772.75699424743652349.6%
Lower-middle-income countries20235.6697616577148444.7470374107360848.9%
Lower-middle-income countries19963.63464426994323734.3252897262573248.7%
High-income countries19970.24173194169998170.28734603524208078.6%
Lower-middle-income countries20102.7981853485107423.3084313869476328.4%
Lower-middle-income countries19906.0033483505249025.19813537597656257.2%
Lower-middle-income countries198524.67140388488769521.406074523925787.1%
Lower-middle-income countries20243.0926561355590823.56001496315002447.0%
Upper-middle-income countries19992.4817433357238772.1797156333923346.5%
High-income countries20150.201940432190895080.22936500608921056.4%
Lower-middle-income countries20077.1948728561401376.3678035736083986.1%
Lower-middle-income countries20144.0585298538208014.5774879455566416.0%
High-income countries19980.24519760906696320.27574518322944645.9%
Lower-middle-income countries19865.5471348762512214.9521274566650395.7%
High-income countries20002.1148357391357422.36327505111694345.5%
Lower-middle-income countries19834.5486731529235844.0741252899169925.5%
High-income countries2012-0.2914647161960602-0.262116611003875735.3%
Upper-middle-income countries20221.87659311294555662.0734322071075445.0%
Upper-middle-income countries19811.51639914512634281.67154836654663094.9%
Upper-middle-income countries19904.827764034271245.2863326072692874.5%
Lower-middle-income countries20085.1326384544372565.6200022697448734.5%
Upper-middle-income countries20234.4989895820617684.1142382621765144.5%
Upper-middle-income countries20003.51550173759460453.83388161659240724.3%
High-income countries1983-0.3979310095310211-0.43290469050407414.2%
Lower-middle-income countries19983.8896338939666753.5815222263336184.1%
Upper-middle-income countries19952.31941270828247072.51752114295959474.1%
Lower-middle-income countries20183.04635238647460943.3065302371978764.1%
Lower-middle-income countries19912.64082288742065432.4460310935974123.8%
Upper-middle-income countries19971.8499721288681031.99007415771484383.6%
High-income countries1991-0.09100307524204254-0.084691517055034643.6%
Upper-middle-income countries20172.6704263687133792.86443686485290533.5%
Upper-middle-income countries19863.91594648361206053.6517119407653813.5%
Lower-middle-income countries20219.5235099792480478.9161367416381843.3%
High-income countries20060.60829102993011470.6493461132049563.3%
High-income countries20130.48102509975433350.45498412847518922.8%
Upper-middle-income countries20141.2725925445556641.20376539230346682.8%
Lower-middle-income countries2020-6.884232997894287-6.5139322280883792.8%
Lower-middle-income countries20173.21195316314697273.04183650016784672.7%
Upper-middle-income countries20116.7167868614196786.3692893981933592.7%
Lower-middle-income countries20046.6230263710021976.2931027412414552.6%
Upper-middle-income countries19942.7562420368194582.62084197998046882.5%
Lower-middle-income countries20055.1593251228332524.9132766723632812.4%
Lower-middle-income countries19885.7493052482604985.48004961013793952.4%
Lower-middle-income countries19819.4285821914672858.9984436035156252.3%
High-income countries20170.59154695272445680.61966544389724732.3%
Upper-middle-income countries1985-36.604698181152344-34.9529113769531252.3%
Upper-middle-income countries20013.23446273803710943.088864564895632.3%
Upper-middle-income countries20067.0668959617614757.3953361511230472.3%
High-income countries1990-0.41351649165153503-0.396157234907150272.1%
Lower-middle-income countries19956.5666298866271976.29297685623168952.1%
High-income countries2019-1.7229440212249756-1.65161526203155522.1%
Lower-middle-income countries20125.1227226257324225.3431410789489752.1%
High-income countries20050.64411783218383790.67148298025131232.1%
Lower-middle-income countries19845.4489703178405765.23426818847656252.0%
Upper-middle-income countries19844.1696090698242194.33484935760498051.9%
Upper-middle-income countries20192.268862485885622.18357658386230471.9%
High-income countries2023-2.0839858055114746-2.006509542465211.9%
High-income countries20181.33592295646667481.28719842433929441.9%
Upper-middle-income countries20123.02070617675781253.12694525718688961.7%
Lower-middle-income countries20164.109956264495854.25422668457031251.7%
Upper-middle-income countries200310.402279853820810.0657844543457031.6%
Upper-middle-income countries200411.37197780609130911.0088043212890621.6%
High-income countries20160.320488005876541140.329857617616653441.4%
Upper-middle-income countries19884.3048429489135744.1829066276550291.4%
Upper-middle-income countries19964.2545156478881844.1373229026794431.4%
Upper-middle-income countries20183.27124404907226563.1826379299163821.4%
Lower-middle-income countries19974.5016150474548344.6245431900024411.3%
Upper-middle-income countries20214.6140213012695314.7335386276245121.3%
High-income countries19940.66810005903244020.68470072746276861.2%
Upper-middle-income countries19875.3062739372253425.180841922760011.2%
High-income countries19991.1779294013977051.15026330947875981.2%
High-income countries20220.83063429594039920.84861361980438231.1%
High-income countries2014-0.7067036628723145-0.69213914871215821.0%
High-income countries19920.264847427606582640.2594134807586671.0%
Upper-middle-income countries20076.8579311370849616.7222824096679691.00%
High-income countries19843.68545675277709963.61928963661193850.91%
High-income countries20104.48710870742797854.4077262878417970.89%
Lower-middle-income countries19875.1369276046752935.048339843750.87%
Upper-middle-income countries19823.55628299713134773.49646592140197750.85%
Lower-middle-income countries20023.22989273071289063.2844116687774660.84%
~ energy_mix.hydro_share_pct 🟡 median anomaly score 2.3%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearhydro_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearhydro_share_pct
High-income countries19652.3883559703826904
High-income countries19662.4005377292633057
High-income countries19672.3654377460479736
High-income countries19682.2726893424987793
High-income countries19692.2242143154144287
High-income countries19702.1586763858795166
High-income countries19712.200746774673462
High-income countries19722.1846442222595215
High-income countries19732.0675644874572754
High-income countries19742.312878370285034
High-income countries19752.3586809635162354
High-income countries19762.131509304046631
High-income countries19772.09344482421875
High-income countries19782.189389228820801
High-income countries19792.2187089920043945
High-income countries20251.9418739080429077
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19652.69626784324646
Lower-middle-income countries19662.6955790519714355
Lower-middle-income countries19672.9435291290283203
Lower-middle-income countries19683.333192825317383
Lower-middle-income countries19693.58652400970459
Lower-middle-income countries19703.855726718902588
Lower-middle-income countries19714.240021228790283
Lower-middle-income countries19724.0314106941223145
Lower-middle-income countries19734.0307297706604
Lower-middle-income countries19743.8745429515838623
Lower-middle-income countries19754.272209644317627
Lower-middle-income countries19764.333601474761963
Lower-middle-income countries19774.5152268409729
Lower-middle-income countries19785.186882972717285
Lower-middle-income countries19794.835422515869141
Lower-middle-income countries20252.113168716430664
Upper-middle-income countries19651.5472755432128906
Upper-middle-income countries19661.599414587020874
Upper-middle-income countries19671.5348689556121826
Upper-middle-income countries19681.693773627281189
Upper-middle-income countries19691.7063273191452026
Upper-middle-income countries19701.7290761470794678
Upper-middle-income countries19711.6607285737991333
Upper-middle-income countries19722.108576774597168
Upper-middle-income countries19731.6280122995376587
Upper-middle-income countries19741.7126233577728271
Upper-middle-income countries19751.639016032218933
Upper-middle-income countries19761.7098100185394287
Upper-middle-income countries19771.7461178302764893
Upper-middle-income countries19781.8031082153320312
Upper-middle-income countries19791.869645118713379
Upper-middle-income countries20253.1799046993255615
~ Changed values: 6,127 / 12,710 (48.21%) (139 revised, 5,988 appeared) — showing the 100 most anomalous rows
countryyearhydro_share_pct -hydro_share_pct +anomaly score
Iran20210.00.4125072658061981100%
USSR19722.054642438888551.297241568565368723%
Lower-middle-income countries20242.0059933662414552.87457323074340818%
Lower-middle-income countries20232.00482320785522462.821961641311645517%
Lower-middle-income countries20222.23929381370544433.13046956062316917%
Lower-middle-income countries20212.2226467132568363.091221094131469716%
Lower-middle-income countries20182.05262351036071782.810467720031738316%
Lower-middle-income countries20202.46723723411560063.286458015441894514%
Lower-middle-income countries20172.14585161209106452.836285591125488314%
Lower-middle-income countries20192.24050831794738772.949701547622680714%
Lower-middle-income countries20122.41795802116394043.162491321563720713%
Lower-middle-income countries20022.67053985595703123.4691374301910413%
Lower-middle-income countries20162.12463068962097172.749996662139892613%
Lower-middle-income countries20032.7320137023925783.52414393424987813%
Lower-middle-income countries20102.571185588836673.298718690872192412%
Lower-middle-income countries20012.79761528968811043.581438302993774412%
Lower-middle-income countries20132.55673766136169433.253651857376098612%
Lower-middle-income countries20002.96074819564819343.746109485626220712%
Lower-middle-income countries20112.72357296943664553.440936088562011712%
Lower-middle-income countries20152.34441590309143072.954214811325073212%
Lower-middle-income countries20142.50769615173339843.15678024291992211%
Lower-middle-income countries19963.3015062808990484.12787818908691411%
Lower-middle-income countries20092.6879532337188723.328631162643432611%
Lower-middle-income countries19973.1221263408660893.86511969566345211%
Lower-middle-income countries19953.42004561424255374.21906518936157210%
Lower-middle-income countries19993.21785211563110353.967107772827148410%
Lower-middle-income countries19923.605370521545414.42165136337280310%
Lower-middle-income countries19933.59216380119323734.40410947799682610%
Lower-middle-income countries20043.1509308815002443.854294061660766610%
Lower-middle-income countries20053.11193466186523443.7975015640258799.9%
Lower-middle-income countries19943.7276444435119634.5262327194213879.7%
Lower-middle-income countries20082.92435026168823243.52828216552734389.4%
Lower-middle-income countries20063.20696854591369633.85060381889343269.1%
Lower-middle-income countries20073.17559003829956053.8099956512451179.1%
Lower-middle-income countries19983.35456442832946783.97294902801513678.4%
Europe19722.1448273658752441.86766707897186286.9%
Lower-middle-income countries19823.9839379787445074.5591945648193366.7%
Lower-middle-income countries19863.3000791072845463.77201199531555186.7%
Lower-middle-income countries19853.42756462097167973.84092950820922855.7%
Lower-middle-income countries19903.4738225936889653.8875164985656745.6%
Lower-middle-income countries19883.4908823966979983.89566659927368165.5%
Lower-middle-income countries19873.38774538040161133.7793576717376715.5%
Lower-middle-income countries19814.454316616058354.96352100372314455.4%
Lower-middle-income countries19833.87368416786193854.3082132339477545.3%
Lower-middle-income countries19913.7555449008941654.1711087226867685.2%
Lower-middle-income countries19804.6346030235290535.1309499740600595.1%
Lower-middle-income countries19893.51247167587280273.87759304046630864.9%
Lower-middle-income countries19844.0014877319335944.3382511138916024.0%
Upper-middle-income countries19992.90471887588500983.12085056304931643.6%
Upper-middle-income countries19972.8842537403106693.08841991424560553.4%
Upper-middle-income countries19962.89365625381469733.0924565792083743.3%
Upper-middle-income countries19982.9800958633422853.1818969249725343.3%
Upper-middle-income countries20002.95335388183593753.1454091072082523.1%
Upper-middle-income countries19942.79716491699218752.97627210617065433.1%
Upper-middle-income countries20032.71474671363830572.88102293014526373.0%
Upper-middle-income countries19952.93710660934448243.1139547824859622.9%
Upper-middle-income countries19932.75681877136230472.91740822792053222.8%
Upper-middle-income countries20042.74572658538818362.90041351318359382.7%
Upper-middle-income countries20062.72016668319702152.87150597572326662.7%
Upper-middle-income countries19872.41327714920043952.54545617103576662.7%
Upper-middle-income countries19922.51184940338134772.6489355564117432.7%
Upper-middle-income countries19892.49326682090759282.62547802925109862.6%
Upper-middle-income countries20022.9389765262603763.0941281318664552.6%
Upper-middle-income countries20052.69591474533081052.83577489852905272.5%
Upper-middle-income countries20012.9476461410522463.09908747673034672.5%
Upper-middle-income countries19882.50305032730102542.62646174430847172.4%
Upper-middle-income countries20072.6819505691528322.8133945465087892.4%
Upper-middle-income countries19912.4616954326629642.58200955390930182.4%
Upper-middle-income countries19862.4333312511444092.5478255748748782.3%
Upper-middle-income countries20092.87407803535461433.0076580047607422.3%
Upper-middle-income countries20103.01348471641540533.1513841152191162.2%
Upper-middle-income countries20082.9584844112396243.08740329742431642.1%
Upper-middle-income countries20112.8713898658752442.99094939231872562.0%
Upper-middle-income countries19902.48585581779482.58675265312194822.0%
Upper-middle-income countries20133.10373497009277343.2267806529998781.9%
Upper-middle-income countries19801.99989724159240722.07280015945434571.8%
Upper-middle-income countries20123.11111807823181153.22209405899047851.8%
Upper-middle-income countries20163.46650958061218263.58076477050781251.6%
Upper-middle-income countries20143.26738262176513673.36890482902526861.5%
Upper-middle-income countries20213.2678785324096683.36877751350402831.5%
Upper-middle-income countries20183.4093604087829593.51093554496765141.5%
Upper-middle-income countries20153.3413372039794923.43743538856506351.4%
Upper-middle-income countries19812.07012820243835452.1239743232727051.3%
Upper-middle-income countries20173.44436120986938483.5336134433746341.3%
Upper-middle-income countries19822.04756569862365722.09325861930847171.1%
Upper-middle-income countries20243.20907711982727053.27958869934082031.1%
Upper-middle-income countries20203.53843212127685553.6137859821319581.1%
Upper-middle-income countries20233.08981251716613773.1547243595123291.0%
Upper-middle-income countries19852.47166848182678222.52193808555603031.0%
Upper-middle-income countries20193.48272609710693363.553426980972291.0%
Upper-middle-income countries20223.38337039947509773.4495568275451660.97%
Upper-middle-income countries19842.187722921371462.22576355934143070.86%
Upper-middle-income countries19832.07772684097290042.11228179931640620.82%
Asia20212.3333415985107422.3500089645385740.36%
High-income countries20221.945373535156251.95709240436553960.30%
High-income countries20151.97124946117401121.98184287548065190.27%
High-income countries20171.99109685420992.001608133316040.26%
High-income countries20212.07809090614318852.08808422088623050.24%
High-income countries20182.01990532875061042.02961087226867680.24%
High-income countries20021.95174729824066161.96088182926177980.23%
~ energy_mix.renewables_share_pct 🟡 median anomaly score 2.3%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearrenewables_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearrenewables_share_pct
High-income countries19652.6679177284240723
High-income countries19662.6857049465179443
High-income countries19672.6382551193237305
High-income countries19682.5544824600219727
High-income countries19692.5027265548706055
High-income countries19702.4373650550842285
High-income countries19712.475531816482544
High-income countries19722.4748194217681885
High-income countries19732.3606584072113037
High-income countries19742.6357274055480957
High-income countries19752.7018649578094482
High-income countries19762.483985662460327
High-income countries19772.4489192962646484
High-income countries19782.5435822010040283
High-income countries19792.5909340381622314
High-income countries20257.991627216339111
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19652.69626784324646
Lower-middle-income countries19662.6955790519714355
Lower-middle-income countries19672.9435291290283203
Lower-middle-income countries19683.333192825317383
Lower-middle-income countries19693.58652400970459
Lower-middle-income countries19703.855726718902588
Lower-middle-income countries19714.240021228790283
Lower-middle-income countries19724.0314106941223145
Lower-middle-income countries19734.0307297706604
Lower-middle-income countries19743.8745429515838623
Lower-middle-income countries19754.272209644317627
Lower-middle-income countries19764.333601474761963
Lower-middle-income countries19774.5152268409729
Lower-middle-income countries19785.186882972717285
Lower-middle-income countries19794.835422515869141
Lower-middle-income countries20255.511613368988037
Upper-middle-income countries19651.5502915382385254
Upper-middle-income countries19661.6028577089309692
Upper-middle-income countries19671.5396162271499634
Upper-middle-income countries19681.698499083518982
Upper-middle-income countries19691.710708737373352
Upper-middle-income countries19701.772648811340332
Upper-middle-income countries19711.7076691389083862
Upper-middle-income countries19722.1602838039398193
Upper-middle-income countries19731.6829546689987183
Upper-middle-income countries19741.782637357711792
Upper-middle-income countries19751.711614727973938
Upper-middle-income countries19761.7798480987548828
Upper-middle-income countries19771.8345626592636108
Upper-middle-income countries19781.912731647491455
Upper-middle-income countries19792.0482394695281982
Upper-middle-income countries20259.61342716217041
~ Changed values: 6,222 / 12,710 (48.95%) (234 revised, 5,988 appeared) — showing the 100 most anomalous rows
countryyearrenewables_share_pct -renewables_share_pct +anomaly score
Iran20210.054237026721239090.466744303703308179%
North America20012.03922605514526373.38729405403137225%
North America19922.3753328323364263.879153490066528324%
North America20022.24342560768127443.63748669624328624%
North America20032.27175521850585943.67846965789794924%
North America20042.28596925735473633.691519498825073224%
North America19942.3424777984619143.782627105712890624%
North America19932.46822810173034673.98460769653320323%
North America20052.43054533004760743.85252499580383323%
USSR19722.054642438888551.297241568565368723%
North America20002.2945389747619633.621402263641357422%
North America19912.5128004550933843.9512143135070822%
North America19982.4461665153503423.800404310226440422%
North America19902.4875493049621583.860686540603637722%
North America19992.47369694709777833.83219075202941922%
North America20072.63240242004394534.062454223632812521%
North America20062.62716317176818854.04178190231323221%
North America19952.5411849021911623.88782930374145521%
North America19892.3409099578857423.570421218872070321%
North America19972.63627815246582033.995124816894531220%
North America19962.64811420440673834.00040435791015620%
North America20083.05044937133789064.49945831298828119%
North America19882.26087737083435063.30066132545471219%
North America20093.36891674995422364.89252328872680718%
North America20103.4155981540679934.95123720169067418%
North America19872.4970612525939943.592636108398437518%
North America20123.9461202621459965.5454101562517%
North America20134.0656270980834965.68869447708129917%
North America20113.8823220729827885.428871631622314517%
North America20144.1209020614624025.7572870254516617%
North America20154.2581186294555665.911941528320312516%
North America19862.75047039985656743.77272582054138216%
North America20164.6234841346740726.2862071990966815%
North America20174.94136285781860356.57999229431152314%
North America19852.72373056411743163.62071323394775414%
Lower-middle-income countries20173.29319953918457034.36145257949829114%
North America20184.8632454872131356.427336215972914%
Lower-middle-income countries20032.9750249385833743.93022704124450714%
Lower-middle-income countries20163.19474124908447274.20125722885131814%
Lower-middle-income countries20183.49412131309509284.59478187561035214%
Lower-middle-income countries20022.8762140274047853.774798393249511714%
North America20195.0208640098571786.55834341049194313%
Lower-middle-income countries20153.28197121620178224.28001117706298813%
North America19842.80894017219543463.662133455276489313%
Lower-middle-income countries20012.99877858161926273.878024339675903313%
North America20205.62816572189331057.27612352371215813%
Lower-middle-income countries20123.2489881515502934.18075752258300813%
Lower-middle-income countries20103.24821209907531744.17251873016357412%
Lower-middle-income countries19963.36376571655273444.29899549484252912%
Lower-middle-income countries20003.13268637657165534.003527164459228512%
Lower-middle-income countries20214.169091224670415.32593774795532212%
North America20215.67497014999389657.23087310791015612%
Lower-middle-income countries20193.8440594673156744.89306020736694312%
Lower-middle-income countries19923.61583590507507324.59125900268554712%
Lower-middle-income countries19953.4648249149322514.385273933410644512%
North America19812.4662358760833743.12064290046691912%
Lower-middle-income countries20143.51353740692138674.44308519363403312%
Lower-middle-income countries20204.3145046234130865.45160865783691412%
Lower-middle-income countries19933.61160397529602054.5633492469787612%
Lower-middle-income countries20133.4501292705535894.358467578887939512%
Lower-middle-income countries20053.3900268077850344.27219486236572312%
Lower-middle-income countries20093.24671030044555664.09157848358154312%
Lower-middle-income countries19973.1966478824615484.02668666839599611%
North America19832.90300631523132323.656037330627441411%
Lower-middle-income countries20224.4815297126770025.64356136322021511%
Lower-middle-income countries20043.44624090194702154.33047151565551811%
Lower-middle-income countries20113.51408123970031744.397849559783935511%
North America20226.0351066589355477.53449964523315411%
Lower-middle-income countries20234.4056792259216315.49733781814575211%
North America19802.3841295242309572.97211122512817411%
Lower-middle-income countries19943.7566642761230474.67289590835571311%
Lower-middle-income countries19993.3320989608764654.14459466934204111%
Lower-middle-income countries20063.5791199207305914.44737386703491211%
North America19822.7476050853729253.41320061683654811%
North America19772.02276062965393072.511581420898437511%
North America20236.1495676040649417.61663675308227511%
Lower-middle-income countries20244.6933145523071295.7724423408508310%
North America19792.30152606964111332.830248832702636710%
Lower-middle-income countries20083.4577257633209234.25134563446044910%
Lower-middle-income countries20073.62174248695373544.44600677490234410%
North America20246.4964637756347667.897606849670419.7%
North America19782.2878513336181642.76908850669860849.5%
North America19762.3312983512878422.820288658142099.5%
North America20256.5995831489562997.9759712219238289.4%
Lower-middle-income countries19983.44469213485717774.13569402694702159.1%
Lower-middle-income countries19863.34375548362731933.98693513870239268.8%
Lower-middle-income countries19853.42756462097167974.04008722305297858.2%
North America19752.47910428047180182.91316986083984388.0%
Lower-middle-income countries19903.4774217605590824.0689082145690927.8%
Lower-middle-income countries19873.38774538040161133.9469697475433357.6%
Lower-middle-income countries19823.9839379787445074.62589788436889657.5%
North America19742.47611117362976072.87264609336853037.4%
Lower-middle-income countries19883.4908823966979984.0461254119873057.4%
North America19732.22338032722473142.5767750740051277.4%
Lower-middle-income countries19913.76527619361877444.3629412651062017.4%
Lower-middle-income countries19893.51247167587280274.0646634101867687.3%
Lower-middle-income countries19833.87368416786193854.4636015892028817.1%
North America19722.27019715309143072.59683537483215336.7%
Europe19722.2962410449981692.0190808773040776.4%
Lower-middle-income countries19844.0014877319335944.5447649955749516.4%
~ energy_mix.total_energy_supply_annual_change_pct 🟡 median anomaly score 2.2%changed metadatanew datachanged data
metadata diff
-   - Total energy supply is extended with total energy consumption from the U.S. Energy Information
-   Administration (EIA), to cover countries and years for which the Statistical Review does not
-   report a total. Where both sources report a value, we use the Statistical Review.
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeartotal_energy_supply_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeartotal_energy_supply_annual_change_pct
High-income countries1965NaN
High-income countries19665.02787446975708
High-income countries19674.07871675491333
High-income countries19686.704559803009033
High-income countries19696.912278652191162
High-income countries19705.900864601135254
High-income countries19712.558441400527954
High-income countries19725.3048319816589355
High-income countries19735.861575126647949
High-income countries1974-1.9062082767486572
High-income countries1975-1.8429456949234009
High-income countries19765.955806732177734
High-income countries19772.4806299209594727
High-income countries19782.8158118724823
High-income countries19792.6856250762939453
High-income countries20250.6559823155403137
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19663.1743366718292236
Lower-middle-income countries19672.118647336959839
Lower-middle-income countries19686.995779514312744
Lower-middle-income countries19695.311263084411621
Lower-middle-income countries1970-0.22160547971725464
Lower-middle-income countries19713.132188320159912
Lower-middle-income countries19725.257075309753418
Lower-middle-income countries19734.621321678161621
Lower-middle-income countries19746.490402698516846
Lower-middle-income countries19755.92405891418457
Lower-middle-income countries19766.80232572555542
Lower-middle-income countries19777.035521030426025
Lower-middle-income countries19782.8105852603912354
Lower-middle-income countries19797.953181266784668
Lower-middle-income countries20251.3298709392547607
Upper-middle-income countries1965NaN
Upper-middle-income countries19666.8607563972473145
Upper-middle-income countries19672.847543478012085
Upper-middle-income countries19683.9472646713256836
Upper-middle-income countries19697.248672962188721
Upper-middle-income countries19708.836344718933105
Upper-middle-income countries19717.5900492668151855
Upper-middle-income countries19726.308710098266602
Upper-middle-income countries19736.21823787689209
Upper-middle-income countries19745.065600872039795
Upper-middle-income countries19756.805973052978516
Upper-middle-income countries19764.6284990310668945
Upper-middle-income countries19775.976908206939697
Upper-middle-income countries19785.789770126342773
Upper-middle-income countries19793.7783267498016357
Upper-middle-income countries20252.003596305847168
~ Changed values: 3,588 / 12,710 (28.23%) (3,510 revised, 16 appeared, 62 disappeared) — showing the 100 most anomalous rows
countryyeartotal_energy_supply_annual_change_pct -total_energy_supply_annual_change_pct +anomaly score
Bhutan202161.23918914794922-3.1727545261383057100%
Bhutan2007-23.52953147888183634.802406311035156100%
Lesotho199027.9063835144042970.0100%
Albania20117.927736282348633-15.097822189331055100%
Laos1998-1.13113427162170421.30327606201172100%
El Salvador1981-11.8945665359497079.82176685333252100%
Nicaragua1984-5.48798990249633814.997247695922852100%
Paraguay1990-12.68243694305427.413821697235107100%
Laos19870.8981860876083374-17.153575897216797100%
Bhutan201814.1702880859375-3.624290943145752100%
El Salvador19854.848334312438965-12.60621452331543100%
Bhutan199715.622096061706543-0.12814375758171082100%
Uruguay1983-13.8664627075195311.578011393547058100%
Montenegro2013-7.2852096557617197.9276227951049805100%
Albania2010-7.8417878150939946.712052822113037100%
Laos1999-0.28830978274345414.26305866241455100%
Albania2018-4.4284839630126959.59525203704834100%
Paraguay20012.4037466049194336-11.519155502319336100%
El Salvador19834.8584208488464355-8.722443580627441100%
Paraguay1996-11.5579891204833981.841868281364441100%
Paraguay199210.733467102050781-2.5470030307769775100%
Antarctica202310.636360168457031-1.4465864896774292100%
Bhutan2008-7.3753433227539064.6371564865112305100%
Paraguay20219.296720504760742-2.0963571071624756100%
Antarctica2024-10.92132854461670.0100%
Paraguay20145.682068347930908-4.889542102813721100%
Papua New Guinea2005-5.8901224136352544.652554988861084100%
Bhutan20048.696503639221191-1.7395763397216797100%
Bhutan20129.17068862915039-0.542751133441925100%
Nicaragua2012-1.70086026191711437.972203254699707100%
Mozambique19938.201366424560547-1.2016440629959106100%
Laos20075.8331990242004395-3.4942755699157715100%
Paraguay1991-5.5593147277832033.631333351135254100%
Laos19857.304316520690918-1.7424628734588623100%
Laos20038.854938507080078-0.1114417165517807100%
Laos2020-8.586072921752930.3477259576320648100%
Kenya2003-8.0572366714477540.8357796669006348100%
Uruguay2007-0.4966818094253548.276527404785156100%
Costa Rica2019-0.209332093596458448.149712562561035100%
Macao20121.0636142492294312-7.163608074188232100%
Montenegro20173.269007921218872-4.870151519775391100%
Laos2022-7.5311908721923830.4309869110584259100%
Zambia19870.4290474057197571-7.329854488372803100%
Nicaragua1991-5.3364419937133792.405672073364258100%
Uruguay19995.331318378448486-2.376188039779663100%
Costa Rica20034.5724687576293945-2.787973642349243100%
Albania2023-5.7516474723815921.4137552976608276100%
Macao20072.4248504638671875-4.676485538482666100%
Paraguay1988-3.4516887664794923.1200578212738037100%
South America19906.279497146606445-0.1905217170715332100%
Mozambique20043.89133882522583-2.4460501670837402100%
Paraguay20172.562110424041748-3.6978514194488525100%
Bosnia and Herzegovina2018-4.9290590286254881.323023796081543100%
Zambia20162.8914358615875244-3.3254096508026123100%
Nicaragua19974.869238376617432-1.091882348060608100%
Uruguay20064.558265209197998-1.3635390996932983100%
Macao20103.477996349334717-2.335940361022949100%
Montenegro20241.4232763051986694-4.348147392272949100%
Albania20221.4768879413604736-4.1946539878845215100%
Mozambique2002-4.8541254997253420.733635663986206100%
Bosnia and Herzegovina2004-1.89820563793182373.5359442234039307100%
Kenya1983-4.2086477279663091.1993976831436157100%
Mali2003-4.8185286521911620.5681816339492798100%
Low-income countries20211.5974116325378418-3.7733705043792725100%
Costa Rica2000-0.090561948716640475.126438140869141100%
Albania20244.972668647766113-0.16306044161319733100%
El Salvador1987-2.44668698310852052.647695302963257100%
Mali2002-3.22714066505432131.6203408241271973100%
Uruguay2001-0.58602869510650634.232253074645996100%
Laos20192.2116189002990723-2.6014633178710938100%
Uruguay2005-0.220016345381736764.448105812072754100%
Bhutan20113.8344032764434814-0.8275747895240784100%
Lesotho19933.3281989097595215-1.3075700998306274100%
Uruguay20233.825438976287842-0.6625391840934753100%
Macao20110.8422331213951111-3.502887725830078100%
Togo20221.571860909461975-2.4967401027679443100%
Moldova19952.047464370727539-1.956519603729248100%
Montenegro20191.5961993932724-2.3932368755340576100%
Macao19953.561282157897949-0.32520920038223267100%
South America1991-1.38843321800231932.4528110027313232100%
Eswatini19900.9289687871932983-2.88834547996521100%
Democratic Republic of Congo20121.6976457834243774-2.0074732303619385100%
Nicaragua2008-3.65089130401611330.05031702294945717100%
Djibouti20231.5359532833099365-2.1384670734405518100%
Laos19830.12892739474773407-3.4868764877319336100%
Costa Rica20173.2211432456970215-0.39049234986305237100%
Cameroon20121.3227250576019287-2.2177915573120117100%
Kenya2018-2.8405294418334960.6927474141120911100%
Albania20012.095269203186035-1.292969822883606100%
Bosnia and Herzegovina20242.915064573287964-0.4588105082511902100%
Nicaragua19930.17984110116958618-3.1808884143829346100%
Togo2013-1.35327446460723881.983126163482666100%
Mozambique20102.1008358001708984-1.1953585147857666100%
Costa Rica20223.124924659729004-0.025541160255670547100%
Zambia20152.9167721271514893-0.14594505727291107100%
Moldova20171.188380479812622-1.7924648523330688100%
Palestine20120.04418446123600006-2.874030590057373100%
Kyrgyzstan2017-1.9133569002151490.917644739151001100%
Bosnia and Herzegovina20072.4552836418151855-0.35716840624809265100%
Eswatini20050.9494355916976929-1.8434703350067139100%
~ energy_mix.total_energy_supply_annual_change_twh 🟡 median anomaly score 2.0%changed metadatanew datachanged data
metadata diff
-   - Total energy supply is extended with total energy consumption from the U.S. Energy Information
-   Administration (EIA), to cover countries and years for which the Statistical Review does not
-   report a total. Where both sources report a value, we use the Statistical Review.
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeartotal_energy_supply_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeartotal_energy_supply_annual_change_twh
High-income countries1965NaN
High-income countries19661491.92578125
High-income countries19671271.1328125
High-income countries19682174.701171875
High-income countries19692392.3984375
High-income countries19702183.51171875
High-income countries19711002.5703125
High-income countries19722131.9765625
High-income countries19732480.6953125
High-income countries1974-854.01953125
High-income countries1975-809.9375
High-income countries19762569.21875
High-income countries19771133.828125
High-income countries19781318.95703125
High-income countries19791293.3984375
High-income countries2025486.640625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries196630.23065185546875
Lower-middle-income countries196720.81732177734375
Lower-middle-income countries196870.1951904296875
Lower-middle-income countries196957.0211181640625
Lower-middle-income countries1970-2.5054931640625
Lower-middle-income countries197135.3343505859375
Lower-middle-income countries197261.162841796875
Lower-middle-income countries197356.5927734375
Lower-middle-income countries197483.1546630859375
Lower-middle-income countries197580.8248291015625
Lower-middle-income countries197698.305419921875
Lower-middle-income countries1977108.591796875
Lower-middle-income countries197846.432861328125
Lower-middle-income countries1979135.0850830078125
Lower-middle-income countries2025194.54296875
Upper-middle-income countries1965NaN
Upper-middle-income countries1966689.3505859375
Upper-middle-income countries1967305.7431640625
Upper-middle-income countries1968435.8896484375
Upper-middle-income countries1969832.0546875
Upper-middle-income countries19701087.822265625
Upper-middle-income countries19711016.9599609375
Upper-middle-income countries1972909.435546875
Upper-middle-income countries1973952.9443359375
Upper-middle-income countries1974824.5751953125
Upper-middle-income countries19751163.9921875
Upper-middle-income countries1976845.46484375
Upper-middle-income countries19771142.3046875
Upper-middle-income countries19781172.67578125
Upper-middle-income countries1979809.580078125
Upper-middle-income countries20251403.1640625
~ Changed values: 3,584 / 12,710 (28.20%) (3,343 revised, 16 appeared, 225 disappeared) — showing the 100 most anomalous rows
countryyeartotal_energy_supply_annual_change_twh -total_energy_supply_annual_change_twh +anomaly score
Upper-middle-income countries1992321.21875-179.9143524169922100%
South America1990174.32373046875-5.238525390625100%
South America1991-40.9643554687567.313232421875100%
South America200335.720703125-17.650634765625100%
South America2002-46.608886718752.178955078125100%
Low-income countries202112.8905029296875-30.302902221679688100%
South America1999-6.74682617187510.820556640625100%
Upper-middle-income countries1998-3.5351562512.907989501953125100%
Paraguay20010.4774799346923828-7.7431793212890625100%
Laos2020-6.2738113403320310.333321213722229100%
Paraguay20214.6417236328125-1.636206030845642100%
Bhutan20215.56351375579834-0.45263707637786865100%
Paraguay20141.9578704833984375-4.002040386199951100%
Laos2022-5.2636947631835940.44514501094818115100%
Albania20111.7605514526367188-3.644223690032959100%
Paraguay20171.2262802124023438-3.562150478363037100%
Costa Rica2019-0.0979919433593754.550914287567139100%
Paraguay1990-1.74033164978027342.5387115478515625100%
Bosnia and Herzegovina2018-3.24591827392578120.9313404560089111100%
Laos20191.5810546875-2.5603015422821045100%
Albania2018-1.29711532592773442.5308244228363037100%
Kenya2003-3.27870941162109380.3674585819244385100%
Uruguay1983-3.2475872039794920.3692617118358612100%
Serbia2020-2.895446777343750.6941232681274414100%
Albania2010-1.88964653015136721.5182126760482788100%
Kenya2018-2.41413116455078120.8853647112846375100%
Uruguay2007-0.187206268310546882.8814094066619873100%
Paraguay1996-2.02258300781251.0190342664718628100%
Bosnia and Herzegovina20242.478790283203125-0.4194619059562683100%
Bhutan2007-0.80391812324523932.0559630393981934100%
Serbia2013-2.3220214843750.4589802622795105100%
Uruguay19991.801788330078125-0.854334831237793100%
Bosnia and Herzegovina2004-0.90583419799804691.7203609943389893100%
El Salvador1981-1.20158004760742191.407639741897583100%
Costa Rica20031.4072551727294922-1.1446614265441895100%
El Salvador19850.4701728820800781-1.9598766565322876100%
Uruguay20231.9209480285644531-0.34908437728881836100%
Papua New Guinea2005-1.24536323547363281.0046377182006836100%
Nicaragua2012-0.3586730957031251.8849247694015503100%
Paraguay19921.2145910263061523-0.9708495736122131100%
Uruguay20061.6431732177734375-0.48126792907714844100%
Paraguay1991-0.66611957550048831.3356648683547974100%
Costa Rica2000-0.0263710021972656251.8701636791229248100%
El Salvador19830.43769359588623047-1.4530105590820312100%
Nicaragua1984-0.47673034667968751.3882663249969482100%
Albania2023-1.48789978027343750.35270750522613525100%
Zambia20160.8212604522705078-0.958260715007782100%
Georgia2023-0.90368652343750.7710709571838379100%
Uruguay2001-0.200725555419921881.433348536491394100%
Costa Rica20171.4015960693359375-0.21655519306659698100%
Zambia19870.07598876953125-1.5239436626434326100%
Uruguay2005-0.079486846923828121.50312077999115100%
Montenegro2013-0.79160499572753910.7653303146362305100%
Tunisia20220.33200836181640625-1.202730417251587100%
Albania20220.3764972686767578-1.0923124551773071100%
Kenya1983-1.1173915863037110.32556241750717163100%
Costa Rica20221.4190483093261719-0.015558933839201927100%
Kyrgyzstan2017-0.91047668457031250.4354572296142578100%
Moldova19950.6529350280761719-0.6096506118774414100%
Bosnia and Herzegovina20071.0798110961914062-0.1774756908416748100%
Albania20241.2123966217041016-0.0412558913230896100%
Bosnia and Herzegovina1999-1.13843154907226560.09451532363891602100%
Paraguay1988-0.38693523406982420.836367130279541100%
Bhutan20180.7634167671203613-0.39853477478027344100%
Bosnia and Herzegovina20151.0959930419921875-0.0631282776594162100%
Mozambique20040.6687908172607422-0.4761617183685303100%
Costa Rica20150.3305206298828125-0.8081828355789185100%
Moldova20170.4474639892578125-0.6748435497283936100%
Cameroon20120.41820716857910156-0.701448380947113100%
Laos20070.5272626876831055-0.3806985020637512100%
Kenya20020.8356819152832031-0.03696274757385254100%
Zambia20150.8049774169921875-0.04211746156215668100%
Mozambique20100.4881153106689453-0.32984909415245056100%
Cote d'Ivoire20180.22636795043945312-0.590835690498352100%
Montenegro20170.33379077911376953-0.4824751615524292100%
Mozambique2002-0.66465187072753910.14131498336791992100%
Nicaragua1991-0.4902343750.2997599244117737100%
Nicaragua19970.6014842987060547-0.16198879480361938100%
Nicaragua2008-0.73303413391113280.01119658350944519100%
Lebanon2002-0.68362808227539060.04733660817146301100%
Macao20070.25939369201660156-0.45608246326446533100%
Montenegro20240.1659412384033203-0.5446300506591797100%
Democratic Republic of Congo20120.32182884216308594-0.38311484456062317100%
Tunisia19990.5919189453125-0.08854273706674576100%
Macao20120.11606407165527344-0.5577536821365356100%
Albania20010.41241455078125-0.24055930972099304100%
Ghana2018-0.130554199218750.5223917365074158100%
Laos1998-0.0250327587127685550.6175305843353271100%
El Salvador1987-0.26484966278076170.36456167697906494100%
Moldova20110.4842662811279297-0.11514419317245483100%
Tajikistan2002-0.127006530761718750.4371115565299988100%
Bhutan2008-0.192696809768676760.369279682636261100%
Macao20100.3637075424194336-0.19298487901687622100%
Laos1999-0.0063083171844482420.5015304088592529100%
Laos20030.4985785484313965-0.009100228548049927100%
Ghana2017-0.0031738281250.5029065608978271100%
Botswana2018-0.20575141906738280.30022484064102173100%
Uruguay20160.24338531494140625-0.24660168588161469100%
Guatemala20230.370330810546875-0.1071540042757988100%
Nicaragua19930.018308639526367188-0.4566946029663086100%
~ energy_mix.gas_per_capita_kwh 🟡 median anomaly score 1.5%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeargas_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeargas_per_capita_kwh
High-income countries19654977.068359375
High-income countries19665336.92578125
High-income countries19675652.671875
High-income countries19686131.94970703125
High-income countries19696696.84619140625
High-income countries19707193.3798828125
High-income countries19717579.64453125
High-income countries19727904.79443359375
High-income countries19738057.61279296875
High-income countries19748056.3134765625
High-income countries19757733.97900390625
High-income countries19767995.20556640625
High-income countries19778029.11572265625
High-income countries19788161.56640625
High-income countries19798493.12109375
High-income countries202517638.234375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965108.7526626586914
Lower-middle-income countries1966112.97747802734375
Lower-middle-income countries1967122.82160949707031
Lower-middle-income countries1968125.9860610961914
Lower-middle-income countries1969132.1781005859375
Lower-middle-income countries1970126.69306945800781
Lower-middle-income countries1971122.42536163330078
Lower-middle-income countries1972121.27080535888672
Lower-middle-income countries1973142.72262573242188
Lower-middle-income countries1974151.27035522460938
Lower-middle-income countries1975146.1540069580078
Lower-middle-income countries1976172.71128845214844
Lower-middle-income countries1977184.27052307128906
Lower-middle-income countries1978185.96849060058594
Lower-middle-income countries1979207.3449249267578
Lower-middle-income countries2025902.86865234375
Upper-middle-income countries19651023.4956665039062
Upper-middle-income countries19661108.140625
Upper-middle-income countries19671172.53662109375
Upper-middle-income countries19681232.78662109375
Upper-middle-income countries19691300.7587890625
Upper-middle-income countries19701401.07421875
Upper-middle-income countries19711496.7763671875
Upper-middle-income countries19721551.4200439453125
Upper-middle-income countries19731657.9307861328125
Upper-middle-income countries19741730.3818359375
Upper-middle-income countries19751855.4102783203125
Upper-middle-income countries19762000.2496337890625
Upper-middle-income countries19772117.92822265625
Upper-middle-income countries19782251.024169921875
Upper-middle-income countries19792388.11328125
Upper-middle-income countries20254176.69384765625
~ Changed values: 6,498 / 12,710 (51.13%) (135 revised, 6,363 appeared) — showing the 100 most anomalous rows
countryyeargas_per_capita_kwh -gas_per_capita_kwh +anomaly score
Lower-middle-income countries2024936.29486083984381114.960449218758.7%
Lower-middle-income countries2022921.13897705078121096.01269531258.7%
Lower-middle-income countries2023918.34759521484381087.689941406258.4%
Lower-middle-income countries2020925.79003906251096.0432128906258.4%
Lower-middle-income countries2021993.6442871093751168.183593758.1%
Lower-middle-income countries2015907.99676513671881065.75109863281258.0%
Lower-middle-income countries2014902.76812744140621058.47399902343757.9%
Lower-middle-income countries2016937.85144042968751098.78137207031257.9%
Lower-middle-income countries2019981.11047363281251146.33093261718757.8%
Lower-middle-income countries2018993.47125244140621156.96032714843757.6%
Lower-middle-income countries2005866.71429443359381008.58184814453127.6%
Lower-middle-income countries1992596.4945068359375692.10552978515627.4%
Lower-middle-income countries1984264.33575439453125306.35519409179697.4%
Lower-middle-income countries2013935.35162353515621083.74011230468757.3%
Lower-middle-income countries2017981.75036621093751137.4685058593757.3%
Lower-middle-income countries1997704.6229248046875813.46356201171887.2%
Lower-middle-income countries2003800.3763427734375923.00140380859387.1%
Lower-middle-income countries1998719.1732788085938829.2243652343757.1%
Lower-middle-income countries2004851.8128051757812979.37396240234387.0%
Lower-middle-income countries2008915.66149902343751048.19787597656256.7%
Lower-middle-income countries1996706.763916015625808.87152099609386.7%
Lower-middle-income countries2006892.31585693359381019.4628906256.7%
Lower-middle-income countries1983243.89266967773438278.5397949218756.6%
Lower-middle-income countries1981227.53611755371094259.6560058593756.6%
Lower-middle-income countries1994648.3148803710938739.78808593756.6%
Lower-middle-income countries1999740.827392578125845.16607666015626.6%
Lower-middle-income countries2012997.6940917968751137.69519042968756.6%
Lower-middle-income countries1993635.9932250976562724.18811035156256.5%
Lower-middle-income countries2002804.8619995117188913.05999755859386.3%
Lower-middle-income countries2000766.396240234375869.10949707031256.3%
Lower-middle-income countries20111012.99224853515621148.5485839843756.3%
Lower-middle-income countries2007930.27911376953121051.2441406256.1%
Lower-middle-income countries2001794.270751953125895.549316406256.0%
Lower-middle-income countries1995678.4318237304688759.950683593755.7%
Lower-middle-income countries1989551.5781860351562612.73693847656255.3%
Lower-middle-income countries1982244.30731201171875270.1013183593755.0%
Lower-middle-income countries1987521.8989868164062575.0295410156254.8%
Lower-middle-income countries1980218.38954162597656239.87516784667974.7%
Lower-middle-income countries1988528.9253540039062580.0993652343754.6%
Lower-middle-income countries1986511.29571533203125559.86273193359384.5%
Lower-middle-income countries1985494.9798278808594541.12896728515624.5%
Lower-middle-income countries1990588.8091430664062643.02520751953124.4%
Lower-middle-income countries2010981.76824951171881071.886718754.4%
Lower-middle-income countries2009953.69696044921881036.885253906254.2%
Lower-middle-income countries1991596.1483154296875646.53472900390624.1%
Upper-middle-income countries19871228.75878906251292.87292480468752.5%
Upper-middle-income countries19891321.56408691406251388.7985839843752.5%
Upper-middle-income countries19921388.00378417968751457.170410156252.4%
Upper-middle-income countries19861201.30895996093751261.15515136718752.4%
Upper-middle-income countries19881291.56408691406251354.40832519531252.4%
Upper-middle-income countries19851132.78906251187.18029785156252.3%
Upper-middle-income countries19951285.02551269531251342.13293457031252.2%
Upper-middle-income countries19901431.252441406251491.49279785156252.1%
Upper-middle-income countries19911437.19616699218751495.89416503906252.0%
Upper-middle-income countries19931262.3669433593751313.434082031252.0%
Upper-middle-income countries19971379.16467285156251433.35217285156251.9%
Upper-middle-income countries19981404.81066894531251457.09484863281251.8%
Upper-middle-income countries19941265.57116699218751312.5510253906251.8%
Upper-middle-income countries19961399.73327636718751450.3105468751.8%
Upper-middle-income countries20173373.5969238281253492.1855468751.7%
Upper-middle-income countries20183527.90332031253641.84667968751.6%
Upper-middle-income countries20072280.5800781252353.7687988281251.6%
Upper-middle-income countries20062172.5495605468752242.05371093751.6%
Upper-middle-income countries20082393.9289550781252470.07910156251.6%
Upper-middle-income countries20021690.8005371093751743.08190917968751.5%
Upper-middle-income countries20001552.64099121093751600.54797363281251.5%
Upper-middle-income countries20092401.9821777343752475.924316406251.5%
Upper-middle-income countries20052059.2224121093752121.790527343751.5%
Upper-middle-income countries20102587.101074218752665.15136718751.5%
Upper-middle-income countries20223886.563964843754002.309082031251.5%
Upper-middle-income countries20011613.0285644531251659.40539550781251.4%
Upper-middle-income countries20193616.7893066406253719.4738769531251.4%
Upper-middle-income countries19991500.2438964843751542.79943847656251.4%
Upper-middle-income countries20031800.5197753906251851.45593261718751.4%
Upper-middle-income countries20213937.1843261718754047.453613281251.4%
Upper-middle-income countries20132950.282714843753031.975097656251.4%
Upper-middle-income countries20041929.4738769531251982.82604980468751.4%
Upper-middle-income countries20122877.2229003906252956.4924316406251.4%
Upper-middle-income countries20244121.5839843754228.53613281251.3%
Upper-middle-income countries20163202.5468753283.8005371093751.3%
Upper-middle-income countries20233977.5644531254078.3261718751.3%
Upper-middle-income countries20112750.5788574218752819.475097656251.2%
Upper-middle-income countries20203708.97167968753800.558593751.2%
Upper-middle-income countries20143086.542480468753159.9035644531251.2%
Upper-middle-income countries20153142.9099121093753215.8801269531251.1%
Upper-middle-income countries19802424.910644531252478.5104980468751.1%
Upper-middle-income countries19812516.92285156252561.840332031250.88%
Upper-middle-income countries19843004.08691406253055.113769531250.84%
Upper-middle-income countries19832826.075683593752869.138183593750.76%
Upper-middle-income countries19822674.9016113281252715.02441406250.74%
High-income countries202417381.32226562517583.2207031250.58%
High-income countries202317043.6445312517241.5175781250.58%
High-income countries202117256.89648437517453.25781250.57%
High-income countries202016967.14648437517154.718750.55%
High-income countries201917444.0937517635.9082031250.55%
High-income countries202217272.77929687517460.10156250.54%
High-income countries201716538.84960937516708.074218750.51%
High-income countries201817256.89257812517432.839843750.51%
High-income countries201416007.629882812516170.308593750.51%
High-income countries201516192.32812516355.1074218750.50%
~ energy_mix.gas_twh 🟡 median anomaly score 1.5%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeargas_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeargas_twh
High-income countries19654814.61376953125
High-income countries19665217.87939453125
High-income countries19675578.95458984375
High-income countries19686108.87841796875
High-income countries19696738.9462890625
High-income countries19707309.89404296875
High-income countries19717779.77978515625
High-income countries19728194.9404296875
High-income countries19738431.47265625
High-income countries19748505.01171875
High-income countries19758232.3056640625
High-income countries19768577.568359375
High-income countries19778681.9189453125
High-income countries19788893.2919921875
High-income countries19799325.462890625
High-income countries202525081.60546875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196593.31009674072266
Lower-middle-income countries196699.2406234741211
Lower-middle-income countries1967110.46468353271484
Lower-middle-income countries1968116.02594757080078
Lower-middle-income countries1969124.62701416015625
Lower-middle-income countries1970122.34602355957031
Lower-middle-income countries1971120.99372100830078
Lower-middle-income countries1972122.67914581298828
Lower-middle-income countries1973147.95555114746094
Lower-middle-income countries1974160.74867248535156
Lower-middle-income countries1975159.21963500976562
Lower-middle-income countries1976192.8227996826172
Lower-middle-income countries1977210.85569763183594
Lower-middle-income countries1978218.0578155517578
Lower-middle-income countries1979249.27767944335938
Lower-middle-income countries20252659.319091796875
Upper-middle-income countries19651387.8975830078125
Upper-middle-income countries19661541.2620849609375
Upper-middle-income countries19671671.8331298828125
Upper-middle-income countries19681802.8486328125
Upper-middle-income countries19691951.58935546875
Upper-middle-income countries19702155.29248046875
Upper-middle-income countries19712358.9765625
Upper-middle-income countries19722502.262451171875
Upper-middle-income countries19732734.241943359375
Upper-middle-income countries19742914.777099609375
Upper-middle-income countries19753188.051025390625
Upper-middle-income countries19763502.657958984375
Upper-middle-income countries19773776.845458984375
Upper-middle-income countries19784085.989013671875
Upper-middle-income countries19794412.271484375
Upper-middle-income countries202512918.9716796875
~ Changed values: 6,577 / 12,710 (51.75%) (135 revised, 6,442 appeared) — showing the 100 most anomalous rows
countryyeargas_twh -gas_twh +anomaly score
Lower-middle-income countries20242722.324218753241.8034667968758.7%
Lower-middle-income countries20222609.299316406253104.6621093758.7%
Lower-middle-income countries20232635.5773925781253121.57519531258.4%
Lower-middle-income countries20202556.8278808593753027.0295410156258.4%
Lower-middle-income countries20212779.5002441406253267.73535156258.1%
Lower-middle-income countries20152337.28417968752743.3613281258.0%
Lower-middle-income countries20142288.8457031252683.616699218757.9%
Lower-middle-income countries20162450.3200683593752870.7810058593757.9%
Lower-middle-income countries20192673.3181152343753123.50878906257.8%
Lower-middle-income countries20182670.5124511718753109.9812011718757.6%
Lower-middle-income countries20051884.21032714843752192.62597656257.6%
Lower-middle-income countries1992991.74530029296881150.71032714843757.4%
Lower-middle-income countries1984361.7185363769531419.21817016601567.4%
Lower-middle-income countries20132334.1247558593752704.4211425781257.3%
Lower-middle-income countries20172602.5505371093753015.348144531257.3%
Lower-middle-income countries19971307.613281251509.5957031257.2%
Lower-middle-income countries20031676.39709472656251933.23669433593757.1%
Lower-middle-income countries19981363.02636718751571.60266113281257.1%
Lower-middle-income countries20041818.126464843752090.39550781257.0%
Lower-middle-income countries20082099.3229980468752403.1872558593756.7%
Lower-middle-income countries19961283.8562011718751469.33752441406256.7%
Lower-middle-income countries20061974.97448730468752256.3906256.7%
Lower-middle-income countries1983325.37396240234375371.59622192382816.6%
Lower-middle-income countries1981288.3186950683594329.01889038085946.6%
Lower-middle-income countries19941127.25354003906251286.3020019531256.6%
Lower-middle-income countries19991433.27185058593751635.13488769531256.6%
Lower-middle-income countries20122449.377441406252793.085449218756.6%
Lower-middle-income countries19931081.49523925781251231.46911621093756.5%
Lower-middle-income countries20021653.9992675781251876.347167968756.3%
Lower-middle-income countries20001513.3684082031251716.19177246093756.3%
Lower-middle-income countries20112445.8371582031252773.13378906256.3%
Lower-middle-income countries20072096.0046386718752368.5500488281256.1%
Lower-middle-income countries20011600.572753906251804.66394042968756.0%
Lower-middle-income countries19951205.9401855468751350.843261718755.7%
Lower-middle-income countries1989854.4580688476562949.20001220703125.3%
Lower-middle-income countries1982317.6872253417969351.228698730468755.0%
Lower-middle-income countries1987770.0935668945312848.4909667968754.8%
Lower-middle-income countries1980269.54400634765625296.062316894531254.7%
Lower-middle-income countries1988799.8111572265625877.19366455078124.6%
Lower-middle-income countries1986735.9129638671875805.815917968754.5%
Lower-middle-income countries1985694.7149658203125759.4863281254.5%
Lower-middle-income countries1990934.42291259765621020.4621582031254.4%
Lower-middle-income countries20102330.308593752544.212402343754.4%
Lower-middle-income countries20092224.7414550781252418.799316406254.2%
Lower-middle-income countries1991968.7224121093751050.59875488281254.1%
Upper-middle-income countries19872632.3176269531252769.6667480468752.5%
Upper-middle-income countries19892936.299316406253085.683105468752.5%
Upper-middle-income countries19923236.5241699218753397.8059082031252.4%
Upper-middle-income countries19862525.3181152343752651.1232910156252.4%
Upper-middle-income countries19882818.5683593752955.7128906252.4%
Upper-middle-income countries19852337.5544433593752449.7927246093752.3%
Upper-middle-income countries19953110.0578613281253248.270996093752.2%
Upper-middle-income countries19903237.23535156253373.488281252.1%
Upper-middle-income countries19913303.8908691406253438.8283691406252.0%
Upper-middle-income countries19932982.6113281253103.2683105468752.0%
Upper-middle-income countries19973414.843753549.0134277343751.9%
Upper-middle-income countries19983516.27343753647.1418457031251.8%
Upper-middle-income countries19943026.9260253906253139.29003906251.8%
Upper-middle-income countries19963427.25292968753551.0917968751.8%
Upper-middle-income countries201710076.73632812510430.9531251.7%
Upper-middle-income countries201810620.840820312510963.87011718751.6%
Upper-middle-income countries20076213.493652343756412.897949218751.6%
Upper-middle-income countries20065867.37988281256055.089355468751.6%
Upper-middle-income countries20086581.307128906256790.656251.6%
Upper-middle-income countries20024404.7207031254540.919433593751.5%
Upper-middle-income countries20003968.08886718754090.5246582031251.5%
Upper-middle-income countries20096665.366699218756870.55175781251.5%
Upper-middle-income countries20055511.359863281255678.8183593751.5%
Upper-middle-income countries20107246.263183593757464.876464843751.5%
Upper-middle-income countries202211921.5117187512276.5449218751.5%
Upper-middle-income countries20014163.7128906254283.425292968751.4%
Upper-middle-income countries201910961.866210937511273.08593751.4%
Upper-middle-income countries19993794.802246093753902.4445800781251.4%
Upper-middle-income countries20034732.5917968754866.47558593751.4%
Upper-middle-income countries202112046.08789062512383.464843751.4%
Upper-middle-income countries20138502.07031258737.48925781251.4%
Upper-middle-income countries20045117.488281255258.992675781251.4%
Upper-middle-income countries20128210.19531258436.3925781251.4%
Upper-middle-income countries202412709.008789062513038.7988281251.3%
Upper-middle-income countries20169485.58300781259726.24707031251.3%
Upper-middle-income countries202312228.37304687512538.14843751.3%
Upper-middle-income countries20117774.59082031257969.328613281251.2%
Upper-middle-income countries202011302.554687511581.652343751.2%
Upper-middle-income countries20148980.67675781259194.12988281251.2%
Upper-middle-income countries20159229.44628906259443.72949218751.1%
Upper-middle-income countries19804561.580566406254662.40917968751.1%
Upper-middle-income countries19814823.740722656254909.8261718750.88%
Upper-middle-income countries19846087.1699218756190.56542968750.84%
Upper-middle-income countries19835624.2324218755709.932128906250.76%
Upper-middle-income countries19825225.590332031255303.972167968750.74%
High-income countries202424684.539062524971.269531250.58%
High-income countries202324147.34179687524427.6855468750.58%
High-income countries202124243.7539062524519.61718750.57%
High-income countries202023815.9492187524079.2324218750.55%
High-income countries201924424.28710937524692.855468750.55%
High-income countries202224356.56054687524620.707031250.54%
High-income countries201722957.4804687523192.38281250.51%
High-income countries201824058.8632812524304.16406250.51%
High-income countries201421827.88476562522049.71093750.51%
High-income countries201522220.43554687522443.8144531250.50%
~ energy_mix.fossil_fuels_twh 🟡 median anomaly score 1.5%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearfossil_fuels_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearfossil_fuels_twh
High-income countries196528809.681640625
High-income countries196630229.962890625
High-income countries196731463.087890625
High-income countries196833578.3515625
High-income countries196935903.29296875
High-income countries197038010.01953125
High-income countries197138881.54296875
High-income countries197240846.23046875
High-income countries197343177.0703125
High-income countries197442057.06640625
High-income countries197540954.4765625
High-income countries197643393.85546875
High-income countries197744228.234375
High-income countries197845213.8359375
High-income countries197946395.9296875
High-income countries202562171.12109375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965926.667724609375
Lower-middle-income countries1966956.0900268554688
Lower-middle-income countries1967973.8582763671875
Lower-middle-income countries19681037.8038330078125
Lower-middle-income countries19691087.8638916015625
Lower-middle-income countries19701080.6435546875
Lower-middle-income countries19711111.0150146484375
Lower-middle-income countries19721171.8177490234375
Lower-middle-income countries19731222.481689453125
Lower-middle-income countries19741304.428955078125
Lower-middle-income countries19751375.089599609375
Lower-middle-income countries19761466.975341796875
Lower-middle-income countries19771570.8739013671875
Lower-middle-income countries19781603.0386962890625
Lower-middle-income countries19791737.6551513671875
Lower-middle-income countries202513771.54296875
Upper-middle-income countries19659886.3271484375
Upper-middle-income countries196610558.7314453125
Upper-middle-income countries196710865.9814453125
Upper-middle-income countries196811274.2578125
Upper-middle-income countries196912089.162109375
Upper-middle-income countries197013147.787109375
Upper-middle-income countries197114153.060546875
Upper-middle-income countries197215035.884765625
Upper-middle-income countries197315960.619140625
Upper-middle-income countries197416729.462890625
Upper-middle-income countries197517859.509765625
Upper-middle-income countries197618648.39453125
Upper-middle-income countries197719723.09375
Upper-middle-income countries197820849.353515625
Upper-middle-income countries197921592.251953125
Upper-middle-income countries202562722.25
~ Changed values: 6,897 / 12,710 (54.26%) (135 revised, 6,762 appeared) — showing the 100 most anomalous rows
countryyearfossil_fuels_twh -fossil_fuels_twh +anomaly score
Lower-middle-income countries19924125.754394531255033.576660156259.9%
Lower-middle-income countries19801861.0446777343752268.939941406259.9%
Lower-middle-income countries19812036.51477050781252473.1091308593759.7%
Lower-middle-income countries19934236.826660156255117.26074218759.4%
Lower-middle-income countries19822106.56933593752541.25878906259.4%
Lower-middle-income countries19975123.58496093756158.84082031259.2%
Lower-middle-income countries19832202.3903808593752644.792968759.1%
Lower-middle-income countries19964902.876464843755886.611816406259.1%
Lower-middle-income countries19985322.87402343756379.42089843759.0%
Lower-middle-income countries19842322.397949218752783.2285156259.0%
Lower-middle-income countries19944439.404785156255308.492675781258.9%
Lower-middle-income countries19954730.924316406255642.55468758.8%
Lower-middle-income countries20036214.95800781257378.394531258.6%
Lower-middle-income countries19995523.146972656256552.86230468758.5%
Lower-middle-income countries20046626.5761718757842.724121093758.4%
Lower-middle-income countries20026128.019531257245.773925781258.4%
Lower-middle-income countries20015936.283691406257015.360839843758.3%
Lower-middle-income countries20056968.4628906258228.058593758.3%
Lower-middle-income countries20005804.37207031256827.136718758.1%
Lower-middle-income countries19852895.36621093753379.008300781257.7%
Lower-middle-income countries202011151.24804687512972.88378906257.6%
Lower-middle-income countries19863055.976074218753546.3410644531257.4%
Lower-middle-income countries19873212.9592285156253725.372558593757.4%
Lower-middle-income countries201911975.68164062513876.80957031257.4%
Lower-middle-income countries202112213.2382812514129.56347656257.3%
Lower-middle-income countries202212582.6835937514553.3757.3%
Lower-middle-income countries19883397.682128906253929.5246582031257.3%
Lower-middle-income countries201811892.70507812513748.167968757.2%
Lower-middle-income countries19893628.468261718754193.61816406257.2%
Lower-middle-income countries201611181.96289062512915.269531257.2%
Lower-middle-income countries201510740.5312512388.24511718757.1%
Lower-middle-income countries201711541.122070312513308.1308593757.1%
Lower-middle-income countries201410412.132812512005.65332031257.1%
Lower-middle-income countries202413707.29492187515786.925781257.1%
Lower-middle-income countries201310006.0351562511480.15136718756.9%
Lower-middle-income countries19903846.29785156254411.60839843756.8%
Lower-middle-income countries202313296.09179687515244.2285156256.8%
Lower-middle-income countries19913947.8718261718754519.5175781256.8%
Lower-middle-income countries20067294.472167968758302.10058593756.5%
Lower-middle-income countries20129829.726562511153.2089843756.3%
Lower-middle-income countries20088220.636718759327.050781256.3%
Lower-middle-income countries20119350.715820312510587.503906256.2%
Lower-middle-income countries20077819.300292968758830.761718756.1%
Lower-middle-income countries20108974.34179687510069.2714843755.7%
Lower-middle-income countries20098730.058593759746.80566406255.5%
Upper-middle-income countries198515746.973632812516820.53906253.3%
Upper-middle-income countries199019307.4335937520604.800781253.3%
Upper-middle-income countries198616363.617187517434.777343753.2%
Upper-middle-income countries198717231.91601562518338.0449218753.1%
Upper-middle-income countries198817973.7226562519105.1093753.1%
Upper-middle-income countries198918418.2460937519570.2519531253.0%
Upper-middle-income countries199119713.3945312520916.7343753.0%
Upper-middle-income countries198424839.3398437525859.019531252.0%
Upper-middle-income countries198122330.44335937523214.11718751.9%
Upper-middle-income countries198323845.09179687524784.6425781251.9%
Upper-middle-income countries198223124.57812524025.7910156251.9%
Upper-middle-income countries198021996.882812522832.4628906251.9%
Upper-middle-income countries199220016.1757812520739.097656251.8%
Upper-middle-income countries200023982.92382812524786.251.6%
Upper-middle-income countries199822607.3789062523361.839843751.6%
Upper-middle-income countries199722641.58398437523378.66406251.6%
Upper-middle-income countries200226113.6054687526957.3964843751.6%
Upper-middle-income countries199521323.132812522011.7910156251.6%
Upper-middle-income countries200124758.64257812525551.863281251.6%
Upper-middle-income countries199320280.7851562520922.8906251.6%
Upper-middle-income countries199622230.32812522922.488281251.5%
Upper-middle-income countries199923168.437523871.06251.5%
Upper-middle-income countries199420839.773437521471.246093751.5%
Upper-middle-income countries200328830.01562529670.8691406251.4%
Upper-middle-income countries200637493.1210937538553.21093751.4%
Upper-middle-income countries200841016.257812542134.69531251.3%
Upper-middle-income countries200941885.1914062543025.89843751.3%
Upper-middle-income countries200740064.37541144.86718751.3%
Upper-middle-income countries201044400.2929687545591.61718751.3%
Upper-middle-income countries200432108.5585937532937.277343751.3%
Upper-middle-income countries201752086.12553426.468751.3%
Upper-middle-income countries200535018.4062535898.406251.2%
Upper-middle-income countries201853789.9882812555126.839843751.2%
Upper-middle-income countries201248813.851562550011.906251.2%
Upper-middle-income countries201349922.0820312551134.9218751.2%
Upper-middle-income countries201955010.4101562556330.574218751.2%
Upper-middle-income countries201550578.132812551783.2656251.2%
Upper-middle-income countries201650731.3789062551938.714843751.2%
Upper-middle-income countries201450557.3867187551750.464843751.2%
Upper-middle-income countries201147382.562548495.480468751.2%
Upper-middle-income countries202258184.070312559536.824218751.1%
Upper-middle-income countries202157112.304687558327.44531251.1%
Upper-middle-income countries202054593.35937555691.277343751.00%
Upper-middle-income countries202462011.8320312563240.24218750.98%
Upper-middle-income countries202360801.76562561986.31250.96%
High-income countries202361360.17187562148.1718750.64%
High-income countries202461800.7617187562587.652343750.63%
High-income countries201964643.4687565425.5468750.60%
High-income countries202262666.12563420.714843750.60%
High-income countries202059298.1289062560003.722656250.59%
High-income countries202162149.8867187562887.0468750.59%
High-income countries201764909.62565678.85156250.59%
High-income countries200961999.14062562729.457031250.59%
High-income countries200665651.148437566423.91406250.59%
High-income countries200766370.914062567147.1093750.58%
~ energy_mix.fossil_fuels_per_capita_kwh 🟡 median anomaly score 1.5%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearfossil_fuels_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearfossil_fuels_per_capita_kwh
High-income countries196529781.779296875
High-income countries196630919.662109375
High-income countries196731878.82421875
High-income countries196833705.16796875
High-income countries196935678.99609375
High-income countries197037404.16796875
High-income countries197137881.3125
High-income countries197239400.046875
High-income countries197341262.5546875
High-income countries197439838.265625
High-income countries197538475.375
High-income countries197640447.68359375
High-income countries197740902.6640625
High-income countries197841493.7109375
High-income countries197942254.87109375
High-income countries202543720.8359375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19651080.0286865234375
Lower-middle-income countries19661088.431640625
Lower-middle-income countries19671082.797119140625
Lower-middle-income countries19681126.8929443359375
Lower-middle-income countries19691153.7769775390625
Lower-middle-income countries19701119.0396728515625
Lower-middle-income countries19711124.1610107421875
Lower-middle-income countries19721158.365478515625
Lower-middle-income countries19731179.2447509765625
Lower-middle-income countries19741227.5152587890625
Lower-middle-income countries19751262.249267578125
Lower-middle-income countries19761313.9691162109375
Lower-middle-income countries19771372.814453125
Lower-middle-income countries19781367.135986328125
Lower-middle-income countries19791445.3519287109375
Lower-middle-income countries20254675.59326171875
Upper-middle-income countries19657290.6044921875
Upper-middle-income countries19667591.5439453125
Upper-middle-income countries19677620.8330078125
Upper-middle-income countries19687709.32958984375
Upper-middle-income countries19698057.578125
Upper-middle-income countries19708546.87890625
Upper-middle-income countries19718980.1513671875
Upper-middle-income countries19729322.3525390625
Upper-middle-income countries19739677.8564453125
Upper-middle-income countries19749931.5849609375
Upper-middle-income countries197510394.03515625
Upper-middle-income countries197610649.46875
Upper-middle-income countries197711060.0498046875
Upper-middle-income countries197811486.1787109375
Upper-middle-income countries197911686.6669921875
Upper-middle-income countries202520278.056640625
~ Changed values: 6,818 / 12,710 (53.64%) (135 revised, 6,683 appeared) — showing the 100 most anomalous rows
countryyearfossil_fuels_per_capita_kwh -fossil_fuels_per_capita_kwh +anomaly score
Lower-middle-income countries19922481.47363281253027.4919433593759.9%
Lower-middle-income countries19801507.8527832031251838.33703613281259.9%
Lower-middle-income countries19811607.18225097656251951.734863281259.7%
Lower-middle-income countries19932491.54394531253009.2995605468759.4%
Lower-middle-income countries19821619.99060058593751954.2746582031259.4%
Lower-middle-income countries19972760.9045410156253318.7644042968759.2%
Lower-middle-income countries19831650.85998535156251982.47448730468759.1%
Lower-middle-income countries19962699.037597656253240.5847167968759.1%
Lower-middle-income countries19982808.5065917968753365.972167968759.0%
Lower-middle-income countries19841697.15612792968752033.9206542968759.0%
Lower-middle-income countries19942553.2253417968753053.0617675781258.9%
Lower-middle-income countries19952661.4997558593753174.3605957031258.8%
Lower-middle-income countries20032967.2595214843753522.7285156258.6%
Lower-middle-income countries19992854.7956542968753387.0334472656258.5%
Lower-middle-income countries20043104.62597656253674.4050292968758.4%
Lower-middle-income countries20022981.9902343753525.90722656258.4%
Lower-middle-income countries20012945.8308105468753481.3137207031258.3%
Lower-middle-income countries20053205.4099121093753784.809082031258.3%
Lower-middle-income countries20002939.4355468753457.3815917968758.1%
Lower-middle-income countries19852062.9294433593752407.5212402343757.7%
Lower-middle-income countries20204037.70410156254697.291503906257.6%
Lower-middle-income countries19862123.223144531252463.9177246093757.4%
Lower-middle-income countries19872177.4499511718752524.7167968757.4%
Lower-middle-income countries20194395.087402343755092.803222656257.4%
Lower-middle-income countries20214366.113769531255051.181152343757.3%
Lower-middle-income countries20224441.9589843755137.65527343757.3%
Lower-middle-income countries19882246.93066406252598.645019531257.3%
Lower-middle-income countries20184424.2675781255114.527832031257.2%
Lower-middle-income countries19892342.2844238281252707.1057128906257.2%
Lower-middle-income countries20164279.856933593754943.273925781257.2%
Lower-middle-income countries20154172.520996093754812.631347656257.1%
Lower-middle-income countries20174353.61425781255020.176269531257.1%
Lower-middle-income countries20144106.76074218754735.27832031257.1%
Lower-middle-income countries20244714.379394531255429.631347656257.1%
Lower-middle-income countries20134009.7089843754600.430175781256.9%
Lower-middle-income countries19902423.67285156252779.8925781256.8%
Lower-middle-income countries20234632.925781255311.73925781256.8%
Lower-middle-income countries19912429.506347656252781.2951660156256.8%
Lower-middle-income countries20063295.725097656253750.9831542968756.5%
Lower-middle-income countries20124003.8991699218754542.98730468756.3%
Lower-middle-income countries20083585.594238281254068.1789550781256.3%
Lower-middle-income countries20113872.7854003906254385.025878906256.2%
Lower-middle-income countries20073470.475097656253919.3967285156256.1%
Lower-middle-income countries20103780.9255371093754242.224121093755.7%
Lower-middle-income countries20093742.3808593754178.237792968755.5%
Upper-middle-income countries19857631.052246093758151.307128906253.3%
Upper-middle-income countries19908536.238281259109.832031253.3%
Upper-middle-income countries19867784.27050781258293.82714843753.2%
Upper-middle-income countries19878043.812011718758560.1503906253.1%
Upper-middle-income countries19888236.1718758754.61230468753.1%
Upper-middle-income countries19898289.64941406258808.1425781253.0%
Upper-middle-income countries19918575.34863281259098.8027343753.0%
Upper-middle-income countries198412258.493164062512761.71777343752.0%
Upper-middle-income countries198111651.539062512112.621093751.9%
Upper-middle-income countries198311981.729492187512453.83691406251.9%
Upper-middle-income countries198211837.125976562512298.44433593751.9%
Upper-middle-income countries198011693.418945312512137.60839843751.9%
Upper-middle-income countries19928584.06347656258894.09277343751.8%
Upper-middle-income countries20009384.082031259698.40917968751.6%
Upper-middle-income countries19989032.03027343759333.45019531251.6%
Upper-middle-income countries19979144.3339843759442.0214843751.6%
Upper-middle-income countries200210023.99414062510347.8925781251.6%
Upper-middle-income countries19958810.3730468759094.91503906251.6%
Upper-middle-income countries20019591.535156259898.8300781251.6%
Upper-middle-income countries19938583.683593758855.45019531251.6%
Upper-middle-income countries19969079.1464843759361.83300781251.5%
Upper-middle-income countries19999159.4511718759437.2285156251.5%
Upper-middle-income countries19948713.2011718758977.222656251.5%
Upper-middle-income countries200310968.411132812511288.31542968751.4%
Upper-middle-income countries200613882.799804687514275.3261718751.4%
Upper-middle-income countries200814919.530273437515326.35839843751.3%
Upper-middle-income countries200915094.0664062515505.13964843751.3%
Upper-middle-income countries200714705.0937515101.67480468751.3%
Upper-middle-income countries201015852.038085937516277.37207031251.3%
Upper-middle-income countries200412106.06054687512418.5175781251.3%
Upper-middle-income countries201717437.94726562517886.6816406251.3%
Upper-middle-income countries200513084.010742187513412.8066406251.2%
Upper-middle-income countries201817867.312518311.371093751.2%
Upper-middle-income countries201217106.57617187517526.4277343751.2%
Upper-middle-income countries201317323.3398437517744.2050781251.2%
Upper-middle-income countries201918150.29101562518585.8691406251.2%
Upper-middle-income countries201517223.40820312517633.792968751.2%
Upper-middle-income countries201617128.0585937517535.683593751.2%
Upper-middle-income countries201417375.91992187517785.9667968751.2%
Upper-middle-income countries201116763.51562517157.2558593751.2%
Upper-middle-income countries202218968.7460937519409.7597656251.1%
Upper-middle-income countries202118666.7812519063.9394531251.1%
Upper-middle-income countries202017914.9960937518275.281251.00%
Upper-middle-income countries202420110.69335937520509.0722656250.98%
Upper-middle-income countries202319777.19726562520162.4980468750.96%
High-income countries202343309.1562543865.339843750.64%
High-income countries202443516.26562544070.343750.63%
High-income countries201946169.0742187546727.6406250.60%
High-income countries202244440.5195312544975.644531250.60%
High-income countries202042245.6445312542748.3281250.59%
High-income countries202144238.7851562544763.50.59%
High-income countries201746761.6835937547315.847656250.59%
High-income countries200946851.2148437547403.097656250.59%
High-income countries200650615.20312551210.9843750.59%
High-income countries200750833.6562551428.14843750.58%
~ energy_mix.low_carbon_energy_share_pct 🟡 median anomaly score 1.4%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearlow_carbon_energy_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearlow_carbon_energy_share_pct
High-income countries19652.909736156463623
High-income countries19663.0003297328948975
High-income countries19672.99993634223938
High-income countries19682.9831604957580566
High-income countries19692.972586154937744
High-income countries19703.002901315689087
High-income countries19713.2540743350982666
High-income countries19723.485428810119629
High-income countries19733.626917600631714
High-income countries19744.3026323318481445
High-income countries19755.06171178817749
High-income countries19765.061359882354736
High-income countries19775.5781402587890625
High-income countries19786.117555618286133
High-income countries19796.182621955871582
High-income countries202516.740671157836914
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19652.69626784324646
Lower-middle-income countries19662.6955790519714355
Lower-middle-income countries19672.9435291290283203
Lower-middle-income countries19683.333192825317383
Lower-middle-income countries19693.780782699584961
Lower-middle-income countries19704.207118511199951
Lower-middle-income countries19714.505920886993408
Lower-middle-income countries19724.310276031494141
Lower-middle-income countries19734.582640171051025
Lower-middle-income countries19744.391833305358887
Lower-middle-income countries19754.8495306968688965
Lower-middle-income countries19764.95658016204834
Lower-middle-income countries19774.914865493774414
Lower-middle-income countries19785.62053918838501
Lower-middle-income countries19795.232017517089844
Lower-middle-income countries20257.095003128051758
Upper-middle-income countries19651.606404423713684
Upper-middle-income countries19661.6611055135726929
Upper-middle-income countries19671.601466178894043
Upper-middle-income countries19681.7812174558639526
Upper-middle-income countries19691.8001290559768677
Upper-middle-income countries19701.8719007968902588
Upper-middle-income countries19711.8209148645401
Upper-middle-income countries19722.3547210693359375
Upper-middle-income countries19731.9493502378463745
Upper-middle-income countries19742.1812429428100586
Upper-middle-income countries19752.228086233139038
Upper-middle-income countries19762.4255595207214355
Upper-middle-income countries19772.622541666030884
Upper-middle-income countries19782.695641279220581
Upper-middle-income countries19792.8973708152770996
Upper-middle-income countries202512.197298049926758
~ Changed values: 6,222 / 12,710 (48.95%) (234 revised, 5,988 appeared) — showing the 100 most anomalous rows
countryyearlow_carbon_energy_share_pct -low_carbon_energy_share_pct +anomaly score
Iran20210.37396073341369630.78646796941757236%
USSR19722.36916518211364751.611764430999755919%
Lower-middle-income countries19963.88228988647460944.72707080841064459.8%
Lower-middle-income countries19924.1057763099670414.9891376495361339.7%
Lower-middle-income countries19934.0667581558227544.93677568435668959.7%
Lower-middle-income countries19953.96530318260192874.8012409210205089.5%
Lower-middle-income countries19944.1187925338745124.9730396270751959.4%
Lower-middle-income countries20033.91419339179992684.7147154808044439.3%
Lower-middle-income countries20174.4356703758239755.3428244590759289.3%
Lower-middle-income countries20104.0781579017639164.9058337211608899.2%
Lower-middle-income countries20184.6673603057861335.5997533798217779.1%
Lower-middle-income countries20093.89256095886230474.6654047966003429.0%
Lower-middle-income countries20164.31462812423706055.1622595787048348.9%
Lower-middle-income countries19973.7953774929046634.5210175514221198.7%
Lower-middle-income countries20023.8861174583435064.6223683357238778.7%
Lower-middle-income countries20154.4309597015380865.2674589157104498.6%
Lower-middle-income countries20003.9706392288208014.7104587554931648.5%
Lower-middle-income countries20124.3695344924926765.16017150878906258.3%
Lower-middle-income countries20014.0263557434082034.7410678863525398.2%
Lower-middle-income countries20084.0581598281860354.77659130096435558.1%
Lower-middle-income countries20054.2339534759521484.9813504219055188.1%
Lower-middle-income countries19994.00663042068481454.708971023559578.1%
Lower-middle-income countries20064.3801212310791025.1455245018005378.0%
Lower-middle-income countries20215.5658531188964846.5210509300231937.9%
Lower-middle-income countries20144.6061706542968755.382977008819587.8%
Lower-middle-income countries20074.3685140609741215.1021714210510257.7%
Lower-middle-income countries20134.5363421440124515.297655105590827.7%
Lower-middle-income countries20195.1484103202819826.0085072517395027.7%
Lower-middle-income countries20205.7024264335632326.632868289947517.5%
Lower-middle-income countries20114.6317992210388185.3772835731506357.4%
Lower-middle-income countries20044.4802083969116215.1975436210632327.4%
Lower-middle-income countries20226.0304865837097176.9693913459777837.2%
Lower-middle-income countries20235.918987751007086.8048253059387217.0%
Lower-middle-income countries19863.87267231941223144.4399981498718266.8%
North America199310.59834480285644512.1147251129150396.7%
Lower-middle-income countries19984.0870671272277834.6684308052062996.6%
North America199210.59795379638671912.1017742156982426.6%
Lower-middle-income countries19853.91996550559997564.4596400260925296.4%
Lower-middle-income countries20246.2986826896667487.15361499786376956.4%
Lower-middle-income countries19824.3087911605834964.8935384750366216.4%
North America199410.75134372711181612.1914930343627936.3%
North America199010.27066230773925811.6437997817993166.3%
North America199110.86415576934814512.3025703430175786.2%
North America199710.28364467620849611.6424913406372076.2%
Lower-middle-income countries19893.84500670433044434.3508706092834476.2%
North America200310.73575592041015612.1424703598022466.1%
Lower-middle-income countries19903.99288105964660644.5158677101135256.1%
North America199810.3646955490112311.718933105468756.1%
North America200511.01371288299560512.435692787170416.1%
Lower-middle-income countries19914.1942706108093264.7355580329895026.1%
North America200410.93305873870849612.3386087417602546.0%
North America19899.61848354339599610.8479948043823246.0%
North America200210.91530799865722712.3093690872192386.0%
North America200711.33179855346679712.7618503570556645.9%
North America200110.73404502868652312.0821132659912115.9%
North America199910.83953952789306612.1980333328247075.9%
Lower-middle-income countries19873.89767074584960944.3845281600952155.9%
North America200611.3495988845825212.7642173767089845.9%
North America201413.12963867187514.7660245895385745.9%
North America201212.83776760101318414.4370574951171885.9%
North America201513.28315830230712914.9369812011718755.9%
North America200010.66436290740966811.9912261962890625.9%
North America201313.05018520355224614.6732530593872075.9%
North America201012.39490127563476613.9305410385131845.8%
North America199610.93570804595947312.2879972457885745.8%
North America200811.96012306213378913.409132003784185.7%
North America199511.12139415740966812.4680385589599615.7%
North America200912.59414100646972714.117747306823735.7%
North America201613.74978160858154315.4125051498413095.7%
North America201112.80381202697753914.3503618240356455.7%
North America19652.21035146713256842.47534775733947755.7%
Lower-middle-income countries19884.0276608467102054.5079307556152345.6%
Lower-middle-income countries19834.3147153854370124.8288869857788095.6%
North America19662.22108936309814452.4850578308105475.6%
North America19879.31461715698242210.4101915359497075.6%
North America201714.03865051269531215.677280426025395.5%
North America19682.35806441307067872.63318872451782235.5%
North America201813.7328386306762715.2969293594360355.4%
North America19692.48843026161193852.76806235313415535.3%
North America19869.20354366302490210.2257995605468755.3%
North America19672.37083363533022.63198709487915045.2%
North America201913.97222709655761715.5097064971923835.2%
North America202015.1180448532104516.7660026550292975.2%
North America19847.9343595504760748.7875528335571295.1%
North America19889.71816539764404310.7579498291015625.1%
North America202114.5811662673950216.1370697021484385.1%
North America19702.5572466850280762.8224818706512454.9%
North America19858.6841888427734389.5811710357666024.9%
North America19723.17219829559326173.49883651733398444.9%
North America202214.63884353637695316.138236999511724.9%
Lower-middle-income countries19814.827326297760015.3157739639282234.8%
Lower-middle-income countries19844.5458698272705084.9968652725219734.7%
North America202314.8840093612670916.3510780334472664.7%
North America19733.60425877571105963.9576535224914554.7%
North America19816.7055010795593267.3599081039428714.7%
North America19837.7729640007019048.5259952545166024.6%
North America19712.91889548301696783.20095515251159674.6%
Europe19723.20156288146972662.92440247535705574.5%
North America19806.2165603637695316.8045420646667484.5%
North America19765.21965742111206055.7086477279663094.5%
~ energy_mix.oil_share_pct 🟡 median anomaly score 1.3%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearoil_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearoil_share_pct
High-income countries196546.20863342285156
High-income countries196647.4101676940918
High-income countries196748.78437805175781
High-income countries196849.63641357421875
High-income countries196950.644126892089844
High-income countries197052.11798858642578
High-income countries197153.132381439208984
High-income countries197254.301429748535156
High-income countries197355.081993103027344
High-income countries197453.63732147216797
High-income countries197553.117286682128906
High-income countries197653.57087326049805
High-income countries197753.530052185058594
High-income countries197853.81455612182617
High-income countries197952.61671447753906
High-income countries202539.370811462402344
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196541.67388153076172
Lower-middle-income countries196643.17477798461914
Lower-middle-income countries196742.12854766845703
Lower-middle-income countries196843.34653091430664
Lower-middle-income countries196942.52747344970703
Lower-middle-income countries197044.505615234375
Lower-middle-income countries197145.40453338623047
Lower-middle-income countries197246.04090881347656
Lower-middle-income countries197346.38294219970703
Lower-middle-income countries197444.209205627441406
Lower-middle-income countries197543.87482833862305
Lower-middle-income countries197643.411319732666016
Lower-middle-income countries197743.96438980102539
Lower-middle-income countries197845.50655746459961
Lower-middle-income countries197945.671268463134766
Lower-middle-income countries202529.013050079345703
Upper-middle-income countries196532.8648796081543
Upper-middle-income countries196633.5192985534668
Upper-middle-income countries196735.03342819213867
Upper-middle-income countries196836.33628845214844
Upper-middle-income countries196936.50418472290039
Upper-middle-income countries197037.000762939453125
Upper-middle-income countries197137.256351470947266
Upper-middle-income countries197238.34410095214844
Upper-middle-income countries197339.679935455322266
Upper-middle-income countries197441.018821716308594
Upper-middle-income countries197540.56674575805664
Upper-middle-income countries197640.838741302490234
Upper-middle-income countries197740.590576171875
Upper-middle-income countries197840.95840835571289
Upper-middle-income countries197940.50475311279297
Upper-middle-income countries202526.496543884277344
~ Changed values: 6,123 / 12,710 (48.17%) (135 revised, 5,988 appeared) — showing the 100 most anomalous rows
countryyearoil_share_pct -oil_share_pct +anomaly score
Lower-middle-income countries202128.8850364685058632.982387542724616.6%
Lower-middle-income countries198046.4119682312011752.6328086853027346.3%
Lower-middle-income countries202030.0305576324462934.0305137634277346.2%
Lower-middle-income countries202329.5147151947021533.347980499267586.1%
Lower-middle-income countries198145.8128814697265651.7137145996093756.1%
Lower-middle-income countries202429.1136550903320332.842868804931646.0%
Lower-middle-income countries201432.7565994262695336.94092941284186.0%
Lower-middle-income countries202230.41704177856445334.242832183837895.9%
Lower-middle-income countries201931.68452835083007835.6637535095214845.9%
Lower-middle-income countries198246.67938613891601652.49974441528325.9%
Lower-middle-income countries201831.81823921203613335.762565612792975.8%
Lower-middle-income countries201533.2471237182617237.230564117431645.7%
Lower-middle-income countries199137.7123146057128942.172588348388675.6%
Lower-middle-income countries201333.62754058837890637.555873870849615.5%
Lower-middle-income countries198346.4301681518554751.807590484619145.5%
Lower-middle-income countries201733.1085281372070336.940105438232425.5%
Lower-middle-income countries201033.93468856811523437.761127471923835.3%
Lower-middle-income countries198445.73776245117187550.861064910888675.3%
Lower-middle-income countries201633.92136383056640637.711227416992195.3%
Lower-middle-income countries199038.9473800659179743.226554870605475.2%
Lower-middle-income countries198542.8589591979980547.521511077880865.2%
Lower-middle-income countries200934.1920585632324237.909683227539065.2%
Lower-middle-income countries198840.900501251220745.228691101074225.0%
Lower-middle-income countries198642.151866912841846.526924133300784.9%
Lower-middle-income countries198740.958606719970745.1952819824218754.9%
Lower-middle-income countries198940.28247070312544.442855834960944.9%
Lower-middle-income countries201233.7127532958984437.1831626892089844.9%
Lower-middle-income countries201133.672962188720737.083084106445314.8%
Lower-middle-income countries200834.607799530029337.9386825561523444.6%
Lower-middle-income countries200634.66007232666015637.995552062988284.6%
Lower-middle-income countries200734.359252929687537.597640991210944.5%
Lower-middle-income countries200534.59088516235351637.807670593261724.4%
Lower-middle-income countries199336.26515960693359439.5467910766601564.3%
Lower-middle-income countries200435.5056228637695338.6367759704589844.2%
Lower-middle-income countries200137.5376663208007840.79637527465824.2%
Lower-middle-income countries199636.6044235229492239.779033660888674.2%
Lower-middle-income countries199537.0754928588867240.232902526855474.1%
Lower-middle-income countries200237.17946624755859440.316059112548834.0%
Lower-middle-income countries200336.19079208374023439.239082336425784.0%
Lower-middle-income countries199436.8908004760742239.98045730590824.0%
Lower-middle-income countries199737.3644676208496140.432662963867193.9%
Lower-middle-income countries199237.95104598999023440.998203277587893.9%
Lower-middle-income countries199938.64296722412109441.723762512207033.8%
Lower-middle-income countries199837.367797851562540.346279144287113.8%
Lower-middle-income countries200038.0277290344238340.753974914550783.5%
Upper-middle-income countries199234.9137916564941436.072467803955081.6%
Upper-middle-income countries200332.913940429687533.9906387329101561.6%
Upper-middle-income countries200629.05335617065429729.982965469360351.6%
Upper-middle-income countries200234.81203460693359435.919136047363281.6%
Upper-middle-income countries200530.021001815795930.975090026855471.6%
Upper-middle-income countries200728.26333045959472729.1535491943359381.6%
Upper-middle-income countries200927.51703071594238328.381116867065431.5%
Upper-middle-income countries199335.34484481811523436.4362792968751.5%
Upper-middle-income countries199435.01975250244140636.0940780639648441.5%
Upper-middle-income countries200135.8116302490234436.909973144531251.5%
Upper-middle-income countries199635.4779930114746136.562091827392581.5%
Upper-middle-income countries200827.8871059417724628.7369689941406251.5%
Upper-middle-income countries200036.5793647766113337.6894912719726561.5%
Upper-middle-income countries199535.52746963500976636.602588653564451.5%
Upper-middle-income countries201027.76716995239257828.5988655090332031.5%
Upper-middle-income countries200432.27462005615234433.2207412719726561.4%
Upper-middle-income countries199836.8428077697753937.891918182373051.4%
Upper-middle-income countries199936.0919265747070337.095249176025391.4%
Upper-middle-income countries199737.1041717529296938.12390136718751.4%
Upper-middle-income countries201427.2772884368896528.0242271423339841.4%
Upper-middle-income countries201227.2437343597412127.9884185791015621.3%
Upper-middle-income countries201126.97228622436523427.6870002746582031.3%
Upper-middle-income countries201327.41642570495605528.120504379272461.3%
Upper-middle-income countries201527.7308559417724628.4315681457519531.2%
Upper-middle-income countries201628.037359237670928.6580104827880861.1%
Upper-middle-income countries201927.35568428039550827.9477653503417971.1%
Upper-middle-income countries201827.6974220275878928.2606506347656251.0%
Upper-middle-income countries201728.09940147399902328.660984039306640.99%
Upper-middle-income countries202226.5922584533691427.1133117675781250.97%
Upper-middle-income countries199035.26792144775390635.945972442626950.95%
Upper-middle-income countries202426.44599533081054726.9383583068847660.92%
Upper-middle-income countries202326.9828090667724627.483634948730470.92%
Upper-middle-income countries199135.15735244750976635.763019561767580.85%
Upper-middle-income countries202126.12459754943847726.5440101623535160.80%
Upper-middle-income countries202026.0259056091308626.42675209045410.76%
High-income countries200441.1565132141113341.503093719482420.42%
High-income countries200541.0928535461425841.4359970092773440.42%
High-income countries200141.3880882263183641.732929229736330.41%
High-income countries200341.1389007568359441.480163574218750.41%
High-income countries200939.7361984252929740.065666198730470.41%
High-income countries200640.7921943664550841.126239776611330.41%
High-income countries200740.301891326904340.6293563842773440.40%
High-income countries200839.5188446044921939.837444305419920.40%
High-income countries200240.9912185668945341.318881988525390.40%
High-income countries200041.26010131835937541.579128265380860.39%
Upper-middle-income countries198040.4767303466796940.782028198242190.38%
High-income countries201138.9528274536132839.2457313537597660.37%
High-income countries201038.9385528564453139.231044769287110.37%
Upper-middle-income countries198835.02294540405273435.282794952392580.37%
High-income countries201239.1236991882324239.408115386962890.36%
Upper-middle-income countries198935.049694061279335.289543151855470.34%
Upper-middle-income countries198536.6692924499511736.9195518493652340.34%
High-income countries201338.8073654174804739.0514488220214840.31%
High-income countries201740.0352096557617240.2791786193847660.30%
High-income countries201539.5699043273925839.810260772705080.30%
~ energy_mix.biofuels_share_pct 🟡 median anomaly score 1.3%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearbiofuels_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearbiofuels_share_pct
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.0
High-income countries19790.0
High-income countries20251.0168027877807617
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries20250.4665100872516632
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.02690572291612625
Upper-middle-income countries19710.024208664894104004
Upper-middle-income countries19720.02808556705713272
Upper-middle-income countries19730.0220093484967947
Upper-middle-income countries19740.019568562507629395
Upper-middle-income countries19750.01759536936879158
Upper-middle-income countries19760.015431695617735386
Upper-middle-income countries19770.031745195388793945
Upper-middle-income countries19780.05394141003489494
Upper-middle-income countries19790.0714869499206543
Upper-middle-income countries20250.8060981035232544
~ Changed values: 8,752 / 12,710 (68.86%) (159 revised, 8,593 appeared) — showing the 100 most anomalous rows
countryyearbiofuels_share_pct -biofuels_share_pct +anomaly score
High-income countries19870.00.032659925520420074100%
High-income countries19880.00.03228830546140671100%
High-income countries19890.00.032200854271650314100%
High-income countries19860.00.029279744252562523100%
High-income countries19840.00.02610800787806511100%
High-income countries19850.00.025903724133968353100%
High-income countries19830.00.02227087877690792100%
High-income countries19820.00.012433115392923355100%
High-income countries19810.00.004344615153968334100%
Lower-middle-income countries20140.0274189896881580350.0332234315574169169.6%
Lower-middle-income countries20030.016228277236223220.01355549506843099.0%
Lower-middle-income countries20040.015989053994417190.013408224098384388.8%
Lower-middle-income countries20020.015704372897744180.0131800277158617978.7%
Lower-middle-income countries20010.015315366908907890.0128631042316555988.7%
Lower-middle-income countries20050.0160622540861368180.0134971905499696738.7%
Lower-middle-income countries20000.0101609667763113980.0085722114890813838.5%
Lower-middle-income countries20120.0286622419953346250.033245131373405467.4%
Lower-middle-income countries20150.031958028674125670.036940023303031927.2%
Lower-middle-income countries20060.0154999056831002240.0135096656158566476.9%
Lower-middle-income countries20080.0193199198693037030.0169006008654832846.7%
Lower-middle-income countries20070.0144613133743405340.0127067016437649736.5%
Lower-middle-income countries20090.0095283547416329380.0084657669067382815.9%
Lower-middle-income countries20130.032713010907173160.036354213953018195.3%
Lower-middle-income countries20170.045272413641214370.049612935632467274.6%
Lower-middle-income countries20240.3399663567543030.31334483623504644.1%
Lower-middle-income countries20100.015962343662977220.017198812216520313.7%
South America19902.50744509696960452.69572877883911133.6%
South America20041.78615438938140871.9164229631423953.5%
South America20031.72089850902557371.84265220165252693.4%
South America20011.65746641159057621.77236270904541023.3%
South America20051.84301638603210451.97044396400451663.3%
Upper-middle-income countries19850.32794594764709470.30759447813034063.2%
Upper-middle-income countries19860.40578502416610720.38091772794723513.2%
South America20061.73566031455993651.84512639045715333.1%
Upper-middle-income countries19870.38993817567825320.3669985532760623.0%
Upper-middle-income countries19890.413718223571777340.389921009540557863.0%
South America20001.79732012748718261.90607345104217532.9%
Upper-middle-income countries19880.39186722040176390.36953008174896242.9%
South America20021.82025957107543951.92402458190917972.8%
Lower-middle-income countries20110.032546713948249820.034377787262201312.7%
Upper-middle-income countries19900.36331081390380860.344778567552566532.6%
Lower-middle-income countries20230.24296183884143830.230917349457740782.5%
Upper-middle-income countries19910.36202198266983030.345062375068664552.4%
Lower-middle-income countries20220.20922535657882690.199945434927940372.3%
South America20103.29558038711547853.44560432434082032.2%
South America19982.1494190692901612.24195456504821782.1%
South America20082.87183213233947752.99083662033081052.0%
South America20122.81388115882873542.9296381473541262.0%
South America19932.46630048751831052.5673823356628422.0%
South America20163.7410466670989993.88865685462951661.9%
South America19810.77759140729904170.80815029144287111.9%
Upper-middle-income countries19800.085582599043846130.082405880093574521.9%
Lower-middle-income countries20200.103014625608921050.106978118419647221.9%
South America19992.1589570045471192.2417809963226321.9%
Upper-middle-income countries19840.169827520847320560.163646474480628971.9%
Upper-middle-income countries19810.076954767107963560.074156045913696291.9%
South America20113.0193016529083253.13135385513305661.8%
South America20173.8683500289916994.0098390579223631.8%
Upper-middle-income countries19830.143635034561157230.138573661446571351.8%
South America20153.9961261749267584.1371293067932131.7%
South America20184.5029578208923344.6616811752319341.7%
South America19912.5872659683227542.6772556304931641.7%
Upper-middle-income countries19820.103322245180606840.099849469959735871.7%
South America19972.25185990333557132.3280470371246341.7%
South America19962.4599330425262452.5407009124755861.6%
South America20093.23342537879943853.33902525901794431.6%
South America20072.2178223133087162.28977084159851071.6%
South America20143.4362483024597173.54508066177368161.6%
South America20133.19342613220214843.29269957542419431.5%
Upper-middle-income countries20000.29844671487808230.28984841704368591.5%
Upper-middle-income countries19980.358208388090133670.34804087877273561.4%
Upper-middle-income countries19970.36074542999267580.3505718708038331.4%
Upper-middle-income countries20020.28692486882209780.278840661048889161.4%
Upper-middle-income countries19960.382022768259048460.371504366397857671.4%
Upper-middle-income countries19950.385485827922821040.37487384676933291.4%
Upper-middle-income countries20010.271357297897338870.2639247775077821.4%
Upper-middle-income countries19990.350622862577438350.341188877820968631.4%
South America19800.8468168973922730.86914157867431641.3%
Upper-middle-income countries19920.349533885717391970.34067568182945251.3%
Upper-middle-income countries20030.258831530809402470.25241988897323611.3%
South America19821.07739424705505371.10430848598480221.2%
Upper-middle-income countries19940.37939327955245970.370202362537384031.2%
Lower-middle-income countries20180.08452302962541580.086602620780467991.2%
Upper-middle-income countries19930.363447964191436770.354766011238098141.2%
South America19862.6735231876373292.7370655536651611.2%
South America20195.0351490974426275.1542496681213381.2%
South America19841.86453473567962651.90848696231842041.2%
South America20214.5920977592468264.7002925872802731.2%
Upper-middle-income countries20040.260814219713211060.25491839647293091.1%
South America19942.5418441295623782.5996422767639161.1%
Upper-middle-income countries20080.40992954373359680.400846809148788451.1%
South America20245.4029493331909185.5210266113281251.1%
South America19922.4541153907775882.5063803195953371.1%
Upper-middle-income countries20070.304400354623794560.29822605848312381.0%
Upper-middle-income countries20050.257640898227691650.252541601657867431.00%
Upper-middle-income countries20060.249320462346076970.244668483734130860.94%
South America19952.52226710319519042.56636309623718260.87%
Upper-middle-income countries20150.58110314607620240.57175540924072270.81%
South America20205.0513944625854495.1326656341552730.80%
South America20224.5208692550659184.5927996635437010.79%
~ energy_mix.other_renewables_share_pct 🟡 median anomaly score 1.2%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearother_renewables_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearother_renewables_share_pct
High-income countries19650.279561847448349
High-income countries19660.28516730666160583
High-income countries19670.2728172838687897
High-income countries19680.2817932367324829
High-income countries19690.2785123288631439
High-income countries19700.2786886692047119
High-income countries19710.2747848927974701
High-income countries19720.2901752293109894
High-income countries19730.29309383034706116
High-income countries19740.3228490650653839
High-income countries19750.34318405389785767
High-income countries19760.35247641801834106
High-income countries19770.3554746210575104
High-income countries19780.3541867733001709
High-income countries19790.3722127676010132
High-income countries20251.9466434717178345
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries20250.5306919813156128
Upper-middle-income countries19650.003015906549990177
Upper-middle-income countries19660.0034431780222803354
Upper-middle-income countries19670.004747357219457626
Upper-middle-income countries19680.00472547672688961
Upper-middle-income countries19690.004381478764116764
Upper-middle-income countries19700.01666690595448017
Upper-middle-income countries19710.022731885313987732
Upper-middle-income countries19720.02362150140106678
Upper-middle-income countries19730.03293304890394211
Upper-middle-income countries19740.05044545978307724
Upper-middle-income countries19750.05500328168272972
Upper-middle-income countries19760.05460643768310547
Upper-middle-income countries19770.05669957771897316
Upper-middle-income countries19780.05568203702569008
Upper-middle-income countries19790.1071074828505516
Upper-middle-income countries20251.6995140314102173
~ Changed values: 6,184 / 12,710 (48.65%) (135 revised, 6,049 appeared) — showing the 100 most anomalous rows
countryyearother_renewables_share_pct -other_renewables_share_pct +anomaly score
Lower-middle-income countries19840.00.1986865997314453100%
Lower-middle-income countries19850.00.19269190728664398100%
Lower-middle-income countries19890.00.18185438215732574100%
Lower-middle-income countries19870.00.16174256801605225100%
Lower-middle-income countries19830.00.14715957641601562100%
Lower-middle-income countries19880.00.1448865532875061100%
Lower-middle-income countries19820.00.05814474821090698100%
Lower-middle-income countries19810.00.03791424632072449100%
Lower-middle-income countries19800.00.028274744749069214100%
Lower-middle-income countries19900.00284299999475479130.1757864207029342797%
Lower-middle-income countries19910.0069913999177515510.1846326440572738693%
Lower-middle-income countries19920.0084091089665889740.163609370589256390%
Lower-middle-income countries19930.017294194549322130.1574792414903640780%
Lower-middle-income countries19940.0248888228088617320.1432392001152038670%
Lower-middle-income countries19860.043676290661096570.2087586969137191865%
Lower-middle-income countries19950.034680828452110290.157815381884574964%
Lower-middle-income countries19960.044920615851879120.1568025052547454855%
Lower-middle-income countries19970.0558562874794006350.1461565047502517745%
Lower-middle-income countries20050.169539526104927060.3828373551368713439%
Lower-middle-income countries20170.40455290675163270.849283039569854735%
Lower-middle-income countries20060.223719090223312380.466798603534698535%
Lower-middle-income countries19980.070575989782810210.146530136466026335%
Lower-middle-income countries20040.193560078740119930.3902189135551452634%
Lower-middle-income countries20030.17867970466613770.351826518774032633%
Lower-middle-income countries20160.4607461690902710.892870604991912832%
Lower-middle-income countries20190.47140836715698240.910062253475189232%
Lower-middle-income countries20180.473810225725173950.904884815216064531%
Lower-middle-income countries20230.49626618623733520.933422625064849931%
Lower-middle-income countries20240.49093607068061830.90649360418319730%
Lower-middle-income countries20200.52668803930282590.968318700790405330%
Lower-middle-income countries20150.49960815906524660.916700065135955829%
Lower-middle-income countries20210.51392590999603270.92456692457199129%
Lower-middle-income countries20220.54924190044403080.966880619525909428%
Lower-middle-income countries20070.27642551064491270.486260294914245628%
Lower-middle-income countries19990.088801145553588870.1561966240406036428%
Lower-middle-income countries20020.15066942572593690.25902006030082726%
Lower-middle-income countries20010.145723655819892880.249626502394676226%
Lower-middle-income countries20000.13309293985366820.224268108606338526%
Lower-middle-income countries20080.33093339204788210.545395314693450924%
Lower-middle-income countries20090.35309156775474550.577909052371978824%
Lower-middle-income countries20140.59034121036529540.902514278888702421%
Lower-middle-income countries20100.428827315568923950.647828161716461220%
Lower-middle-income countries20130.50914049148559570.75224822759628319%
Lower-middle-income countries20120.487633436918258670.701308906078338618%
Lower-middle-income countries20110.47881910204887390.673195421695709217%
Upper-middle-income countries19800.161517590284347530.181994333863258366.0%
Upper-middle-income countries19820.240536510944366460.269012570381164555.6%
Upper-middle-income countries19810.231147021055221560.25752818584442145.4%
Upper-middle-income countries19830.27243793010711670.29042050242424013.2%
Upper-middle-income countries19840.278842180967330930.295811563730239873.0%
Upper-middle-income countries20070.83986955881118770.87270390987396241.9%
Upper-middle-income countries20011.01890170574188231.05797052383422851.9%
Upper-middle-income countries20020.97571235895156861.01149260997772221.8%
Upper-middle-income countries20040.87646079063415530.90813726186752321.8%
Upper-middle-income countries20030.92614698410034180.95922535657882691.8%
Upper-middle-income countries20080.8969063162803650.92830282449722291.7%
Upper-middle-income countries20050.85054707527160640.87860858440399171.6%
Upper-middle-income countries20130.9796378612518311.01114010810852051.6%
Upper-middle-income countries20120.93937963247299190.96922248601913451.6%
Upper-middle-income countries20100.96687459945678710.99756228923797611.6%
Upper-middle-income countries20001.04773628711700441.0809010267257691.6%
Upper-middle-income countries20060.8207325935363770.84577721357345581.5%
Upper-middle-income countries20110.92965412139892580.95788401365280151.5%
Upper-middle-income countries20090.96101820468902590.99007672071456911.5%
Upper-middle-income countries19920.69497841596603390.71478235721588131.4%
Upper-middle-income countries20141.07939207553863531.10967791080474851.4%
Upper-middle-income countries20151.20054781436920171.23041439056396481.2%
Upper-middle-income countries19990.98639690876007081.01078057289123541.2%
Upper-middle-income countries20161.2906552553176881.3211022615432741.2%
Upper-middle-income countries19930.6885874867439270.70474702119827271.2%
Upper-middle-income countries19940.72062844038009640.7369631528854371.1%
Upper-middle-income countries19860.55201834440231320.54084581136703491.0%
Upper-middle-income countries19890.58713907003402710.57642102241516110.92%
Upper-middle-income countries19960.75599211454391480.76999181509017940.92%
Upper-middle-income countries19880.57381111383438110.56364256143569950.89%
Upper-middle-income countries19870.57375985383987430.56418126821517940.84%
Upper-middle-income countries19970.80159682035446170.81515800952911380.84%
Upper-middle-income countries19950.76792645454406740.78008884191513060.79%
Upper-middle-income countries20171.36574900150299071.38646113872528080.75%
Upper-middle-income countries20211.67836368083953861.70094847679138180.67%
Upper-middle-income countries20181.4853762388229371.50430154800415040.63%
Upper-middle-income countries20201.67834138870239261.69956576824188230.63%
Upper-middle-income countries20191.54911255836486821.56773424148559570.60%
Upper-middle-income countries20231.7512443065643311.77222180366516110.60%
Upper-middle-income countries20241.72693645954132081.7466889619827270.57%
Upper-middle-income countries19850.484846711158752440.47983327507972720.52%
Upper-middle-income countries20221.73254430294036871.75006365776062010.50%
High-income countries20201.9935666322708132.00935769081115720.39%
High-income countries20020.93148398399353030.93884098529815670.39%
High-income countries20141.67996466159820561.6930788755416870.39%
Upper-middle-income countries19900.65605378150939940.66104835271835330.38%
High-income countries20000.85940873622894290.86581331491470340.37%
High-income countries20131.60247147083282471.61429977416992190.37%
High-income countries20241.92550480365753171.93954110145568850.36%
High-income countries20231.90357673168182371.91730070114135740.36%
High-income countries20040.99971401691436771.00678908824920650.35%
High-income countries19800.416858136653900150.41394725441932680.35%
High-income countries19990.86420857906341550.87025541067123410.35%
High-income countries20211.98281133174896241.99635767936706540.34%
High-income countries20010.87568861246109010.88165169954299930.34%
~ energy_mix.biofuels_annual_change_twh 🟡 median anomaly score 1.2%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearbiofuels_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearbiofuels_annual_change_twh
High-income countries1965NaN
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.0
High-income countries19790.0
High-income countries2025-45.39105224609375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries202519.41927719116211
Upper-middle-income countries1965NaN
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19703.6049888134002686
Upper-middle-income countries1971-0.11517548561096191
Upper-middle-income countries19720.8142971992492676
Upper-middle-income countries1973-0.7214431762695312
Upper-middle-income countries1974-0.23595190048217773
Upper-middle-income countries1975-0.13265705108642578
Upper-middle-income countries1976-0.2647578716278076
Upper-middle-income countries19773.4804575443267822
Upper-middle-income countries19785.128239631652832
Upper-middle-income countries19794.338217735290527
Upper-middle-income countries202529.007568359375
~ Changed values: 8,511 / 12,710 (66.96%) (84 revised, 8,425 appeared, 2 disappeared) — showing the 100 most anomalous rows
countryyearbiofuels_annual_change_twh -biofuels_annual_change_twh +anomaly score
High-income countries199016.73274040222168-4.23570442199707100%
High-income countries19830.04.57493257522583100%
High-income countries19820.03.6599466800689697100%
High-income countries19870.02.668710708618164100%
High-income countries19850.02.6342430114746094100%
High-income countries19840.02.3219356536865234100%
High-income countries19860.02.2874670028686523100%
High-income countries19810.02.0587198734283447100%
High-income countries19880.00.43764686584472656100%
High-income countries19890.00.3248424530029297100%
Lower-middle-income countries2012-0.245005369186401370.06304751336574554100%
Lower-middle-income countries2014-0.436065673828125-0.1913693547248840339%
Upper-middle-income countries20161.4973144531252.558114290237426826%
Upper-middle-income countries19990.2112731933593750.1350450813770294222%
Lower-middle-income countries20100.62789726257324220.955615162849426321%
Lower-middle-income countries2020-0.8134870529174805-0.541212379932403620%
Lower-middle-income countries20111.69773936271667482.025454282760628.8%
Upper-middle-income countries201518.29312133789062515.4086179733276378.6%
Upper-middle-income countries200920.04281616210937523.1965770721435557.3%
Upper-middle-income countries1990-6.260459899902344-5.4600710868835456.8%
Lower-middle-income countries20192.45136737823486332.79272770881652836.5%
Upper-middle-income countries19870.86321258544921880.97755384445190436.2%
Upper-middle-income countries20063.38195800781253.8262605667114266.2%
Lower-middle-income countries2017-2.1227974891662598-1.89763200283050545.6%
Lower-middle-income countries20185.0767474174499515.63731622695922855.2%
Upper-middle-income countries2011-5.371002197265625-4.8452858924865725.1%
Upper-middle-income countries2003-0.49674224853515625-0.458628743886947634.0%
Upper-middle-income countries1992-1.4667205810546875-1.57886898517608643.7%
Upper-middle-income countries202216.05709838867187517.187181472778323.4%
Upper-middle-income countries1998-0.6216049194335938-0.58349364995956423.2%
Upper-middle-income countries19911.2658691406251.18964171409606933.1%
Upper-middle-income countries20173.4524230957031253.6407518386840822.7%
Lower-middle-income countries20217.4946098327636727.8774633407592772.5%
High-income countries201717.3202514648437516.550895690917972.3%
Upper-middle-income countries19934.14701843261718753.99236989021301271.9%
Upper-middle-income countries20056.6548156738281256.8824610710144041.7%
Upper-middle-income countries19953.5362243652343753.4218754768371581.6%
Lower-middle-income countries20130.48266530036926270.497341662645339971.5%
High-income countries201220.171264648437520.7426910400390621.4%
Lower-middle-income countries20236.3211784362792976.49313211441041.3%
Lower-middle-income countries20150.59885191917419430.61505794525146481.3%
Lower-middle-income countries20228.3389434814453128.5372238159179691.2%
Upper-middle-income countries1981-1.642822265625-1.60470855236053471.2%
Upper-middle-income countries201855.54940795898437556.868358612060551.2%
Upper-middle-income countries202459.1359252929687560.198657989501950.89%
Upper-middle-income countries201017.69995117187518.016174316406250.89%
Upper-middle-income countries202344.47817993164062545.241405487060550.85%
High-income countries201417.0005493164062517.264085769653320.77%
Upper-middle-income countries20216.9414367675781257.0417737960815430.72%
Upper-middle-income countries19945.7951965332031255.718975543975830.66%
Upper-middle-income countries19962.90407562255859382.8671100139617920.64%
High-income countries2020-39.29180908203125-38.79332351684570.64%
Upper-middle-income countries20129.2669372558593759.3739433288574220.57%
Upper-middle-income countries1997-3.3967819213867188-3.3598115444183350.55%
Upper-middle-income countries19826.9880485534667977.0642762184143070.54%
Lower-middle-income countries20163.99865579605102544.0421915054321290.54%
High-income countries201322.6394653320312522.8824787139892580.53%
Upper-middle-income countries201430.41067504882812530.729269027709960.52%
Upper-middle-income countries19883.732360839843753.77110099792480470.52%
Upper-middle-income countries2001-4.684852600097656-4.7317748069763180.50%
High-income countries201513.343139648437513.2199048995971680.46%
High-income countries202241.3468627929687540.995529174804690.43%
Lower-middle-income countries202415.39587020874023415.5070028305053710.36%
Upper-middle-income countries19896.0045700073242195.9658298492431640.32%
Upper-middle-income countries201959.60379028320312559.896064758300780.24%
Upper-middle-income countries20049.5768203735351569.5321159362792970.23%
High-income countries201141.4988403320312541.687614440917970.23%
Upper-middle-income countries19848.501979827880868.5405111312866210.23%
Upper-middle-income countries19859.9513435363769539.9128122329711910.19%
Upper-middle-income countries2020-17.1180419921875-17.1775264739990230.17%
High-income countries201633.656127929687533.768875122070310.17%
Upper-middle-income countries200730.0665893554687529.990133285522460.13%
Upper-middle-income countries198615.37041854858398415.3323049545288090.12%
High-income countries201059.32495117187559.4437217712402340.10%
High-income countries201820.4291381835937520.469631195068360.10%
Upper-middle-income countries2000-10.176773071289062-10.1603374481201170.08%
Upper-middle-income countries200849.6127929687549.6825332641601560.07%
High-income countries200210.13295745849609410.1444244384765620.06%
High-income countries202145.3084106445312545.2626724243164060.05%
High-income countries202414.4185180664062514.4323616027832030.05%
Upper-middle-income countries201348.5681610107421948.596817016601560.03%
High-income countries200319.88040924072265619.8689479827880860.03%
High-income countries202374.580688476562574.543045043945310.03%
High-income countries201925.169067382812525.1808757781982420.02%
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
Afghanistan1987NaN0.0appeared
Afghanistan1988NaN0.0appeared
Afghanistan1989NaN0.0appeared
Afghanistan1990NaN0.0appeared
Afghanistan1991NaN0.0appeared
Afghanistan1992NaN0.0appeared
Afghanistan1993NaN0.0appeared
Afghanistan1994NaN0.0appeared
Afghanistan1995NaN0.0appeared
Afghanistan1996NaN0.0appeared
~ energy_mix.nuclear_annual_change_pct 🟡 median anomaly score 1.1%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearnuclear_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearnuclear_annual_change_pct
High-income countries1965NaN
High-income countries196636.649417877197266
High-income countries196719.64522361755371
High-income countries196826.47016716003418
High-income countries196917.182926177978516
High-income countries197027.465274810791016
High-income countries197141.18656921386719
High-income countries197236.693946838378906
High-income countries197332.64094161987305
High-income countries197429.130779266357422
High-income countries197538.96149444580078
High-income countries197615.72266960144043
High-income countries197724.422969818115234
High-income countries197817.428890228271484
High-income countries19793.1945929527282715
High-income countries2025-0.2660823166370392
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries197080.4878158569336
Lower-middle-income countries1971-21.959455490112305
Lower-middle-income countries197210.389610290527344
Lower-middle-income countries1973107.05883026123047
Lower-middle-income countries1974-0.18939855694770813
Lower-middle-income countries197518.216318130493164
Lower-middle-income countries197615.248791694641113
Lower-middle-income countries1977-31.337045669555664
Lower-middle-income countries197811.561874389648438
Lower-middle-income countries1979-1.2727259397506714
Lower-middle-income countries2025-0.057391516864299774
Upper-middle-income countries1965NaN
Upper-middle-income countries196610.926362037658691
Upper-middle-income countries19679.20771312713623
Upper-middle-income countries196839.019596099853516
Upper-middle-income countries196915.937950134277344
Upper-middle-income countries197020.80292510986328
Upper-middle-income countries197122.75931739807129
Upper-middle-income countries197282.52664947509766
Upper-middle-income countries197345.528079986572266
Upper-middle-income countries197457.208805084228516
Upper-middle-income countries197538.388065338134766
Upper-middle-income countries197630.810340881347656
Upper-middle-income countries197729.32651138305664
Upper-middle-income countries19785.1091694831848145
Upper-middle-income countries197912.556305885314941
Upper-middle-income countries20256.2454514503479
~ Changed values: 120 / 12,710 (0.94%) (47 revised, 70 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearnuclear_annual_change_pct -nuclear_annual_change_pct +anomaly score
Upper-middle-income countries19911.2063529491424560.382100194692611752%
Upper-middle-income countries1992-2.0285472869873047-5.90536880493164149%
Upper-middle-income countries1999-1.6871532201766968-1.064777612686157223%
Upper-middle-income countries20050.63471889495849610.81226754188537612%
Upper-middle-income countries1989-4.434013843536377-3.57374739646911611%
Upper-middle-income countries19969.55782794952392611.669680595397959.9%
Upper-middle-income countries19973.91940903663635253.24191188812255869.5%
Upper-middle-income countries198213.59149932861328116.1224346160888678.5%
Upper-middle-income countries198838.8401908874511735.6618614196777344.3%
Upper-middle-income countries198312.41264247894287113.4700384140014654.1%
Upper-middle-income countries20201.69219350814819341.80517280101776123.2%
Upper-middle-income countries1986-15.348834991455078-14.4048032760620123.2%
Upper-middle-income countries199014.27171993255615213.41784667968753.1%
Upper-middle-income countries20005.4541263580322275.1290426254272463.1%
Upper-middle-income countries2022-3.243328809738159-3.07139873504638672.7%
Upper-middle-income countries198711.61514472961425811.1342000961303712.1%
Upper-middle-income countries20125.0927286148071294.9148774147033691.8%
Upper-middle-income countries20063.7448396682739263.63621735572814941.5%
Upper-middle-income countries200316.83248138427734416.3524150848388671.4%
Upper-middle-income countries20083.26102972030639653.17063927650451661.4%
Upper-middle-income countries20046.3336648941040046.51264715194702151.4%
Upper-middle-income countries1985-55.99640655517578-54.467216491699221.4%
Upper-middle-income countries20074.5765895843505864.4662537574768071.2%
Upper-middle-income countries198117.88722991943359418.2823982238769531.1%
Upper-middle-income countries198434.1523628234863333.4260253906251.1%
Upper-middle-income countries202111.31866264343261711.0936374664306641.0%
Upper-middle-income countries201811.85459232330322311.6224803924560550.99%
Upper-middle-income countries201613.66245937347412113.3976898193359380.98%
Upper-middle-income countries2009-2.462432384490967-2.41827917098999020.90%
Upper-middle-income countries20232.78719949722290042.74662828445434570.73%
Upper-middle-income countries20104.0100898742675783.9563202857971190.67%
Upper-middle-income countries1998-4.1851887702941895-4.14170122146606450.52%
Upper-middle-income countries20118.3179531097412118.25237751007080.40%
Upper-middle-income countries20015.40413618087768555.4457435607910160.38%
Upper-middle-income countries20135.4245023727416995.3903007507324220.32%
Upper-middle-income countries20149.7493343353271489.6976833343505860.27%
Upper-middle-income countries20027.5043287277221687.4660730361938480.26%
Upper-middle-income countries201912.61565971374511712.5874300003051760.11%
Upper-middle-income countries201710.4891252517700210.48456096649170.02%
Upper-middle-income countries201514.10001945495605514.0939941406250.02%
Upper-middle-income countries20244.316095829010014.31786060333251950.02%
High-income countries20130.251152008771896360.251160979270935060.00%
High-income countries2016-0.1849452257156372-0.18495103716850280.00%
Lower-middle-income countries2007-0.07461422681808472-0.074612669646739960.00%
High-income countries2015-0.33251291513442993-0.33250859379768370.00%
High-income countries20180.66191172599792480.66191864013671880.00%
Lower-middle-income countries2020-0.33610689640045166-0.3361103832721710.00%
Armenia1997NaN-31.904762268066406appeared
Armenia1998NaN-0.6993050575256348appeared
Armenia1999NaN46.4788703918457appeared
Armenia2000NaN-11.538454055786133appeared
Armenia2001NaN7.9891276359558105appeared
Armenia2002NaN5.183690547943115appeared
Armenia2003NaN-12.918661117553711appeared
Armenia2004NaN21.153844833374023appeared
Armenia2005NaN13.560091972351074appeared
Armenia2006NaN-3.274761915206909appeared
Armenia2007NaN-3.0635735988616943appeared
Armenia2008NaN-3.4841160774230957appeared
Armenia2009NaN1.0591367483139038appeared
Armenia2010NaN-0.13101063668727875appeared
Armenia2011NaN3.060779333114624appeared
Armenia2012NaN-9.885443687438965appeared
Armenia2013NaN2.071564197540283appeared
Armenia2014NaN4.520293712615967appeared
Armenia2015NaN13.45983600616455appeared
Armenia2016NaN-14.624658584594727appeared
Armenia2017NaN9.84054946899414appeared
Armenia2018NaN-21.277482986450195appeared
Armenia2019NaN6.902010917663574appeared
Armenia2020NaN25.77715492248535appeared
Armenia2021NaN-27.50783348083496appeared
Armenia2022NaN42.216209411621094appeared
Armenia2023NaN-4.522994041442871appeared
Armenia2024NaN4.657649993896484appeared
Czechoslovakia1981NaN13.333327293395996appeared
Czechoslovakia1982NaN13.725491523742676appeared
Czechoslovakia1983NaN6.887874126434326appeared
Czechoslovakia1984NaN17.741939544677734appeared
Czechoslovakia1985NaN62.444602966308594appeared
Czechoslovakia1986NaN50.4201545715332appeared
Czechoslovakia1987NaN16.94972801208496appeared
Czechoslovakia1988NaN4.843796253204346appeared
Czechoslovakia1989NaN5.517591953277588appeared
Czechoslovakia1990NaN1.0406239032745361appeared
Czechoslovakia1991NaN-3.75213623046875appeared
Czechoslovakia1992NaN3.3078787326812744appeared
East Germany1981NaN-5.660698413848877appeared
East Germany1982NaN-8.844504356384277appeared
East Germany1983NaN12.7347412109375appeared
East Germany1984NaN1.8566772937774658appeared
East Germany1985NaN8.509363174438477appeared
East Germany1986NaN-14.373189926147461appeared
East Germany1987NaN-2.3652398586273193appeared
East Germany1988NaN3.8685498237609863appeared
East Germany1989NaN-0.10848448425531387appeared
East Germany1990NaN-51.77375411987305appeared
High-income countries19808.015447616577148NaNdisappeared
Lower-middle-income countries19805.340698719024658NaNdisappeared
Upper-middle-income countries198022.393939971923828NaNdisappeared
~ energy_mix.solar_share_pct 🟡 median anomaly score 1.0%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_share_pct
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.0
High-income countries19790.0
High-income countries20251.4872187376022339
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries20251.520937204360962
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries20252.0130937099456787
~ Changed values: 6,077 / 12,710 (47.81%) (134 revised, 5,943 appeared) — showing the 100 most anomalous rows
countryyearsolar_share_pct -solar_share_pct +anomaly score
Lower-middle-income countries20060.00018003281729761510.0002985904575325548625%
Lower-middle-income countries20000.000120454096759203820.0001588456652825698314%
Lower-middle-income countries20050.000311752432025969030.0003924608754459768511%
Lower-middle-income countries19960.000118814350571483379.808905451791361e-059.6%
Lower-middle-income countries19970.000113798982056323449.395615052198991e-059.6%
Lower-middle-income countries20020.000224259521928615870.000271139928372576839.5%
Lower-middle-income countries19980.000109206230263225739.056740236701444e-059.3%
Lower-middle-income countries19952.0504376152530313e-051.704197347862646e-059.2%
Lower-middle-income countries20010.000194413485587574540.000233893268159590669.2%
Lower-middle-income countries19990.000105334605905227368.813275780994445e-058.9%
Lower-middle-income countries20030.000280028558336198330.0003281810204498477.9%
Lower-middle-income countries20040.00030554473050870.00035655606188811367.7%
Lower-middle-income countries20100.0021205244120210410.0023769964464008815.7%
Lower-middle-income countries20200.60018569231033330.53924643993377695.3%
Lower-middle-income countries20241.16233384609222411.05172669887542725.0%
Lower-middle-income countries20210.64522320032119750.58594322204589844.8%
Lower-middle-income countries20190.425505995750427250.386549860239028934.8%
Lower-middle-income countries20140.0506065115332603450.046009916812181474.8%
Lower-middle-income countries20220.84179824590682980.76629322767257694.7%
Lower-middle-income countries20180.32222735881805420.29340636730194094.7%
Lower-middle-income countries20230.96103018522262570.87737882137298584.6%
Lower-middle-income countries20120.0275344233959913250.025148110464215284.5%
Lower-middle-income countries20130.0362821407616138460.0331496857106685644.5%
Lower-middle-income countries20170.203705221414566040.188498020172119143.9%
Lower-middle-income countries20110.012494744732975960.0115682482719421393.9%
South America20040.00017727405065670610.000190203078091144563.5%
South America20030.000153307657456025480.00016415417485404763.4%
South America20016.421979196602479e-056.867153570055962e-053.3%
South America20050.0002077208919217810.00022208287555258723.3%
Upper-middle-income countries19901.476838042435702e-051.382936261506984e-053.3%
South America20062.904544544435339e-063.0877308745402843e-063.1%
Upper-middle-income countries19911.929044447024353e-051.8165392248192802e-053.0%
South America20004.515143882599659e-054.7883491788525134e-052.9%
South America20020.00011222429020563140.000118621697765775022.8%
Lower-middle-income countries20090.00123309541959315540.00129805144388228652.6%
Lower-middle-income countries20150.069345936179161070.066198714077472692.3%
Lower-middle-income countries20160.117664270102977750.112338386476039892.3%
South America20100.000204993513762019570.00021432538051158192.2%
South America19984.2492862917242746e-074.432223761341447e-072.1%
South America20085.1079605327686295e-065.319626779964892e-062.0%
Lower-middle-income countries20080.00095067278016358610.00098987098317593342.0%
South America20120.00213601626455783840.00222388748079538352.0%
South America20160.050710108131170270.052710972726345061.9%
South America19996.509886816274957e-076.759625534868974e-071.9%
Upper-middle-income countries19922.8494259822764434e-052.7472557121654972e-051.8%
South America20110.00069775612792000170.00072365120286121961.8%
South America20170.0881904587149620.09141612052917481.8%
Lower-middle-income countries20070.00085060938727110620.0008806576370261611.7%
South America20150.0290071666240692140.030030680820345881.7%
South America20180.167047113180160520.172935307025909421.7%
Upper-middle-income countries19955.3122013923712075e-055.138971391716041e-051.7%
Upper-middle-income countries19977.0827009039931e-056.85484628775157e-051.6%
Upper-middle-income countries19966.368219328578562e-056.164082151371986e-051.6%
Upper-middle-income countries19933.739757084986195e-053.620252391556278e-051.6%
South America20094.124616680201143e-064.2593219404807314e-061.6%
South America20073.28919281855633e-063.3958974654524354e-061.6%
Upper-middle-income countries19944.5412874897010624e-054.401154728839174e-051.6%
South America20140.0122120548039674760.0125988330692052841.6%
South America20130.0045029078610241410.0046428889036178591.5%
Upper-middle-income countries20020.000269144045887514950.00026203296147286891.3%
Upper-middle-income countries20030.00031039089662954210.000302981847198680041.2%
Upper-middle-income countries20010.000203247182071208950.00019844880443997681.2%
South America20190.25896608829498290.26509162783622741.2%
South America20210.53621739149093630.54885125160217291.2%
Upper-middle-income countries20060.000422206649091094730.000412647641496732831.1%
Upper-middle-income countries20000.000159446179168298840.000155865884153172371.1%
South America20241.56597030162811281.60019338130950931.1%
Upper-middle-income countries19988.757590694585815e-058.581012662034482e-051.0%
Upper-middle-income countries20070.00044786374201066790.000438921066233888271.0%
Upper-middle-income countries20040.000329847360262647270.00032358459429815410.96%
Upper-middle-income countries20050.000340113881975412370.00033415926736779510.88%
South America20200.40037605166435240.406817644834518430.80%
South America20220.84105443954467770.85443627834320070.79%
Upper-middle-income countries19999.775384387467057e-059.623911319067702e-050.78%
Upper-middle-income countries20140.0513561815023422240.0505639128386974330.78%
Upper-middle-income countries20110.0057643237523734570.0056790201924741270.75%
Upper-middle-income countries20150.085171960294246670.084051832556724550.66%
Upper-middle-income countries20170.238013416528701780.234920993447303770.65%
Upper-middle-income countries20120.0090701673179864880.0089533952996134760.65%
Upper-middle-income countries20180.34913665056228640.3447802960872650.63%
Upper-middle-income countries20160.140639588236808780.139093875885009770.55%
Upper-middle-income countries20241.51350677013397221.49769437313079830.53%
High-income countries20080.0161149930208921430.015952728688716890.51%
High-income countries20090.0281872078776359560.0279036182910203930.51%
High-income countries20060.007283396087586880.0072104772552847860.50%
High-income countries20070.00977803673595190.0096802553161978720.50%
High-income countries20040.0037638160865753890.00372660299763083460.50%
High-income countries20030.0029009531717747450.0028726835735142230.49%
High-income countries20050.00531206885352730750.0052611520513892170.48%
Upper-middle-income countries20190.45310702919960020.448784619569778440.48%
High-income countries20110.08132790029048920.08055455237627030.48%
High-income countries20020.00234865117818117140.00232639512978494170.48%
High-income countries20010.00188274192623794080.00186491396743804220.48%
High-income countries20100.0431019999086856840.0426955521106720.47%
High-income countries20120.124931551516056060.123773373663425450.47%
High-income countries20130.163403108716011050.161951631307601930.45%
Upper-middle-income countries20220.8580778837203980.85049480199813840.44%
High-income countries20000.00140834518242627380.00139601959381252530.44%
High-income countries20140.21703688800334930.215146660804748540.44%
Upper-middle-income countries20130.020708771422505380.0205376204103231430.41%
~ energy_mix.nuclear_share_pct 🟢 median anomaly score 1.00%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearnuclear_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearnuclear_share_pct
High-income countries19650.24181848764419556
High-income countries19660.3146246075630188
High-income countries19670.36168137192726135
High-income countries19680.42867806553840637
High-income countries19690.4698594808578491
High-income countries19700.5655361413955688
High-income countries19710.7785425782203674
High-income countries19721.0106093883514404
High-income countries19731.2662590742111206
High-income countries19741.6669049263000488
High-income countries19752.359846591949463
High-income countries19762.577374219894409
High-income countries19773.129220962524414
High-income countries19783.5739731788635254
High-income countries19793.5916876792907715
High-income countries20258.749044418334961
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.1942586898803711
Lower-middle-income countries19700.3513919711112976
Lower-middle-income countries19710.2658997178077698
Lower-middle-income countries19720.2788654863834381
Lower-middle-income countries19730.5519101023674011
Lower-middle-income countries19740.5172905325889587
Lower-middle-income countries19750.5773209929466248
Lower-middle-income countries19760.6229784488677979
Lower-middle-income countries19770.39963874220848083
Lower-middle-income countries19780.4336561858654022
Lower-middle-income countries19790.3965950310230255
Lower-middle-income countries20251.583389401435852
Upper-middle-income countries19650.05611297860741615
Upper-middle-income countries19660.05824784189462662
Upper-middle-income countries19670.0618499331176281
Upper-middle-income countries19680.08271841704845428
Upper-middle-income countries19690.08942025154829025
Upper-middle-income countries19700.09925203025341034
Upper-middle-income countries19710.11324571073055267
Upper-middle-income countries19720.19443711638450623
Upper-middle-income countries19730.2663955092430115
Upper-middle-income countries19740.39860543608665466
Upper-middle-income countries19750.5164714455604553
Upper-middle-income countries19760.6457113027572632
Upper-middle-income countries19770.7879791259765625
Upper-middle-income countries19780.782909631729126
Upper-middle-income countries19790.8491312265396118
Upper-middle-income countries20252.5838711261749268
~ Changed values: 440 / 12,710 (3.46%) (180 revised, 223 appeared, 37 disappeared) — showing the 100 most anomalous rows
countryyearnuclear_share_pct -nuclear_share_pct +anomaly score
Lower-middle-income countries19920.48994031548500060.397878676652908310%
Lower-middle-income countries19800.39092683792114260.319087654352188110%
Lower-middle-income countries19810.37300986051559450.305583536624908459.9%
Lower-middle-income countries19930.45515418052673340.37342643737792979.9%
Lower-middle-income countries19820.32485303282737730.267640471458435069.7%
Lower-middle-income countries19960.51852411031723020.428075730800628669.6%
Lower-middle-income countries19970.59872961044311520.494330674409866339.6%
Lower-middle-income countries19830.44103130698204040.3652851879596719.4%
Lower-middle-income countries19940.362128287553787230.30014374852180489.4%
Lower-middle-income countries19980.64237469434738160.53273707628250129.3%
Lower-middle-income countries19840.54438191652297970.45210024714469919.3%
Lower-middle-income countries19950.50047838687896730.41596674919128429.2%
Lower-middle-income countries20030.9391683936119080.78448820114135749.0%
Lower-middle-income countries19990.67453175783157350.56437623500823978.9%
Lower-middle-income countries20041.03396725654602050.86707228422164928.8%
Lower-middle-income countries20021.00990343093872070.847570002079018.7%
Lower-middle-income countries20011.02757716178894040.86304372549057018.7%
Lower-middle-income countries20050.84392660856246950.70915561914443978.7%
Lower-middle-income countries20000.83795303106307980.70693176984786998.5%
Lower-middle-income countries20201.3879216909408571.18125975131988538.0%
Lower-middle-income countries19850.49240082502365110.419552922248840338.0%
Lower-middle-income countries20191.30435085296630861.11544716358184817.8%
Lower-middle-income countries20211.39676165580749511.19511353969573977.8%
Lower-middle-income countries20221.54895675182342531.32582974433898937.8%
Lower-middle-income countries20181.17323887348175051.00497150421142587.7%
Lower-middle-income countries19860.52891677618026730.453063160181045537.7%
Lower-middle-income countries19870.50992518663406370.43755862116813667.6%
Lower-middle-income countries20161.11988699436187740.96100234985351567.6%
Lower-middle-income countries20171.14247059822082520.98137211799621587.6%
Lower-middle-income countries20151.14898824691772460.98744744062423717.6%
Lower-middle-income countries20141.09263336658477780.93989175558090217.5%
Lower-middle-income countries19880.5367784500122070.461805403232574467.5%
Lower-middle-income countries20241.60536777973175051.38117265701293957.5%
Lower-middle-income countries19890.3325350582599640.286207526922225957.5%
Lower-middle-income countries20231.51330864429473881.30748748779296887.3%
Lower-middle-income countries20131.08621275424957280.93918782472610477.3%
Lower-middle-income countries19900.51545912027359010.446959316730499277.1%
Lower-middle-income countries19910.42899450659751890.37261646986007697.0%
Lower-middle-income countries20060.80100148916244510.69815015792846686.9%
Lower-middle-income countries20121.12054646015167240.97941440343856816.7%
Lower-middle-income countries20080.60043412446975710.52524530887603766.7%
Lower-middle-income countries20111.11771810054779050.97943437099456796.6%
Lower-middle-income countries20070.74677169322967530.6561648249626166.5%
Lower-middle-income countries20100.82994568347930910.73331499099731456.2%
Lower-middle-income countries20090.64585053920745850.5738262534141545.9%
South America19900.97757619619369511.05098235607147223.6%
South America20041.30055975914001461.39541268348693853.5%
South America20031.49675774574279791.60265338420867923.4%
South America20011.52245926856994631.6279968023300173.3%
South America20051.09108483791351321.16652333736419683.3%
South America20061.33679878711700441.42110919952392583.1%
South America20000.88638108968734740.94001477956771852.9%
South America20021.41808283329011.49892139434814452.8%
South America20101.18450009822845461.23842179775238042.2%
South America19980.81183332204818730.84678381681442262.1%
South America20081.22938990592956541.28033399581909182.0%
South America20121.12215006351470951.1683129072189332.0%
South America19930.78535860776901250.81754666566848752.0%
South America20161.1752271652221681.22159802913665771.9%
South America19810.37138855457305910.38598388433456421.9%
Upper-middle-income countries19801.01632285118103030.97859823703765871.9%
South America19990.84089827537536620.87315762042999271.9%
Upper-middle-income countries19921.385296344757081.33562469482421881.8%
South America20111.16138267517089841.20448386669158941.8%
South America20171.06760859489440921.10665750503540041.8%
Upper-middle-income countries19811.17666077613830571.13523995876312261.8%
South America20151.04788458347320561.0848590135574341.7%
South America20181.12463176250457761.16427361965179441.7%
South America19910.95801091194152830.99133223295211791.7%
South America19970.87679237127304080.90645682811737061.7%
Upper-middle-income countries19951.51269686222076421.46336817741394041.7%
Upper-middle-income countries19931.38358783721923831.33937501907348631.6%
South America19960.81868433952331540.84556448459625241.6%
South America20091.2407248020172121.2812454700469971.6%
South America20071.1887642145156861.22732901573181151.6%
Upper-middle-income countries19941.46160733699798581.41650581359863281.6%
South America20141.00240898132324221.0341571569442751.6%
South America20131.05877983570098881.09169399738311771.5%
South America19800.3085573911666870.316691905260086061.3%
South America19820.245110064744949340.251233130693435671.2%
South America19860.68207436800003050.69828540086746221.2%
South America20191.24849355220794681.27802526950836181.2%
South America19840.80183750391006470.82073903083801271.2%
South America20211.2681319713592531.29801058769226071.2%
South America19940.76305800676345830.78040891885757451.1%
South America20241.25113332271575931.27847588062286381.1%
Upper-middle-income countries19981.55326414108276371.5201699733734131.1%
Upper-middle-income countries19971.6208719015121461.58667564392089841.1%
South America19920.89067804813385010.90964668989181521.1%
Upper-middle-income countries20182.22485899925231932.18053436279296881.0%
Upper-middle-income countries19911.43588376045227051.40785062313079830.99%
Upper-middle-income countries20192.43803882598876952.3916039466857910.96%
Upper-middle-income countries20172.0660097599029542.02737832069396970.94%
Upper-middle-income countries20001.5176131725311281.48946642875671390.94%
Upper-middle-income countries20031.67560720443725591.64518928527832030.92%
Upper-middle-income countries20212.6368126869201662.5908105373382570.88%
Upper-middle-income countries20222.4947652816772462.45150852203369140.87%
Upper-middle-income countries20161.92816424369812011.89483463764190670.87%
South America19950.84062808752059940.85532456636428830.87%
Upper-middle-income countries20021.57993233203887941.55300712585449220.86%
~ energy_mix.total_energy_supply_per_gdp_kwh_per_dollar 🟢 median anomaly score 0.90%changed metadatanew datachanged data
metadata diff
-   - Total energy supply is extended with total energy consumption from the U.S. Energy Information
-   Administration (EIA), to cover countries and years for which the Statistical Review does not
-   report a total. Where both sources report a value, we use the Statistical Review.
-   - For the World, data before 1965 (going back to 1820) comes from Vaclav Smil's historical
-   estimates (2017), divided by GDP from the Maddison Project Database, which starts in 1820.
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeartotal_energy_supply_per_gdp_kwh_per_dollar
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeartotal_energy_supply_per_gdp_kwh_per_dollar
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ Changed values: 2,414 / 12,710 (18.99%) (2,387 revised, 27 disappeared) — showing the 100 most anomalous rows
countryyeartotal_energy_supply_per_gdp_kwh_per_dollar -total_energy_supply_per_gdp_kwh_per_dollar +anomaly score
Paraguay19970.61293244361877442.260724782943725657%
Paraguay19960.5767304897308352.09964942932128957%
Paraguay20000.74121606349945072.508285760879516654%
Paraguay19910.495984196662902831.670706987380981454%
Paraguay19980.69249933958053592.30964565277099654%
Paraguay19950.6569471359252932.07700014114379952%
Paraguay19940.6092258691787721.91064083576202452%
Paraguay19930.55624192953109741.711294651031494151%
Paraguay19900.53982609510421751.657121419906616251%
Paraguay19990.80801892280578612.473837614059448251%
Paraguay20030.66932153701782232.03275942802429250%
Paraguay20050.61682111024856571.852254390716552750%
Paraguay20040.65363812446594241.954642057418823250%
Paraguay19920.53784269094467161.594424724578857450%
Paraguay20020.67746633291244511.996760129928588949%
Paraguay20060.63651710748672491.863318562507629449%
Paraguay20010.74134463071823122.16763305664062549%
Paraguay20070.6322262883186341.777003765106201248%
Paraguay20080.62031000852584841.721101880073547447%
Paraguay20090.67527055740356451.787125229835510345%
Paraguay19880.53149271011352541.357448816299438544%
Paraguay19890.63719707727432251.59006798267364543%
Paraguay20110.65696924924850461.615499973297119142%
Paraguay20100.66398954391479491.607736229896545442%
Paraguay20120.71069765090942381.708360671997070341%
Paraguay19870.58539015054702761.399822950363159241%
Paraguay20130.66603595018386841.582098245620727541%
Paraguay19860.46652755141258241.008464336395263737%
Paraguay20140.66844624280929571.428990244865417536%
Paraguay20160.81841313838958741.647189378738403334%
Paraguay20150.75098139047622681.484990715980529833%
Paraguay20170.80086040496826171.51348030567169231%
El Salvador19820.60226643085479741.113638401031494130%
Laos19990.190396055579185490.350629270076751730%
Paraguay20180.81932920217514041.487246274948120129%
Laos19840.18396019935607910.327064335346221928%
El Salvador19810.56151241064071660.992985486984252928%
Laos19820.240338191390037540.4128246903419494626%
Mozambique19990.3537999689579010.607219994068145826%
Laos19810.26142811775207520.4441219866275787426%
Laos20110.51023632287979130.852790176868438725%
Laos19830.229921653866767880.3806707859039306625%
Palestine20000.34860306978225710.211751550436019924%
Palestine19980.24451266229152680.1491151452064514224%
Mozambique20000.50759762525558470.829897165298461924%
Laos19850.18777002394199370.305692136287689224%
Paraguay20190.81670892238616941.32153213024139424%
Palestine19970.17168100178241730.1066511496901512123%
El Salvador19830.62668770551681521.008712530136108423%
Laos19980.206438437104225160.3317577242851257323%
Laos20221.17604446411132811.887585520744323723%
El Salvador19840.62884956598281861.008151531219482423%
Laos20130.56050258874893190.898397266864776623%
Kenya20220.45882818102836610.718776881694793722%
Paraguay20200.79901731014251711.249048948287963922%
Kenya20180.51526373624801640.80302363634109522%
Kenya20200.486413538455963130.757319569587707522%
Kenya20190.51023131608963010.789125800132751521%
Laos20120.54011940956115720.833832621574401921%
Palestine19990.23620703816413880.1542807966470718421%
Laos20140.55514359474182130.845611631870269821%
Kenya20210.481599926948547360.731668651103973421%
Laos20000.412540823221206670.626549363136291521%
Palestine20120.69711124897003170.459506332874298121%
Kenya20150.56161278486251830.850224971771240220%
Laos19860.209780305624008180.316743701696395920%
Kenya20160.57447677850723270.864184796810150120%
Kenya20170.56040275096893310.842725157737731920%
Laos20010.413031846284866330.618925273418426520%
Mozambique20020.61962586641311650.922865986824035620%
Laos20211.3280782699584961.962610363960266119%
Palestine20100.72856640815734860.494544625282287619%
Palestine20110.74065840244293210.502879381179809619%
Palestine20180.76655972003936770.520924210548400919%
Palestine20020.58264529705047610.397043853998184219%
Nicaragua19911.02509665489196781.50415015220642119%
Paraguay20220.8026751875877381.172159910202026419%
El Salvador20130.63564872741699220.926075518131256119%
Laos20020.405878067016601560.588643133640289318%
El Salvador20090.70955395698547361.028778433799743718%
El Salvador20100.69512331485748291.007092595100402818%
El Salvador20080.70352935791015621.019122004508972218%
El Salvador20110.67325460910797120.975060939788818418%
Palestine20130.7243915200233460.500192344188690218%
Palestine20200.97649973630905150.675370573997497618%
Palestine20090.76670992374420170.530973017215728818%
Palestine20080.79041260480880740.548596560955047618%
Laos19910.220407500863075260.3174945414066314718%
Laos20201.31341302394866941.891409039497375518%
Lesotho19960.30364719033241270.2108602821826934818%
El Salvador20120.67426908016204830.970688581466674818%
Palestine20190.84274750947952270.58676147460937518%
El Salvador20140.64315307140350340.923416614532470718%
Palestine20140.78252273797988890.548461079597473118%
Lesotho19950.310335844755172730.217511400580406218%
Kenya20140.50693506002426150.722901284694671618%
Palestine20030.56354588270187380.3956138193607330318%
Palestine20150.83946305513381960.591258049011230517%
Lesotho19970.294667482376098630.2076799571514129617%
El Salvador19800.58457767963409420.829354166984558117%
~ energy_mix.biofuels_annual_change_pct 🟢 median anomaly score 0.84%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearbiofuels_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearbiofuels_annual_change_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025-5.6410603523254395
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries202539.047306060791016
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971-3.1948916912078857
Upper-middle-income countries197223.333545684814453
Upper-middle-income countries1973-16.7617244720459
Upper-middle-income countries1974-6.585928440093994
Upper-middle-income countries1975-3.9637982845306396
Upper-middle-income countries1976-8.237494468688965
Upper-middle-income countries1977118.00959014892578
Upper-middle-income countries197879.75789642333984
Upper-middle-income countries197937.53433609008789
Upper-middle-income countries20255.304656505584717
~ Changed values: 435 / 12,710 (3.42%) (76 revised, 358 appeared, 1 disappeared) — showing the 100 most anomalous rows
countryyearbiofuels_annual_change_pct -biofuels_annual_change_pct +anomaly score
Lower-middle-income countries2012-7.677630901336671.63904869556427100%
Lower-middle-income countries2014-12.717665672302246-4.34241390228271549%
Lower-middle-income countries2020-6.2597222328186035-3.513163089752197328%
Upper-middle-income countries20160.471989601850509640.799791932106018126%
Upper-middle-income countries19990.245766431093215940.1561927944421768222%
Lower-middle-income countries201072.5455093383789110.4091262817382821%
Lower-middle-income countries201520.01006889343261714.59000682830810516%
Lower-middle-income countries2016111.3334045410156283.6776657104492214%
Lower-middle-income countries2017-27.96738624572754-21.38692474365234413%
Lower-middle-income countries201316.38289833068847712.7209100723266613%
Upper-middle-income countries20156.1192979812622075.06131792068481459.5%
Lower-middle-income countries202161.52154159545898452.996711730957037.4%
Upper-middle-income countries200911.23955345153808612.9321508407592777.0%
Upper-middle-income countries1990-7.819493293762207-6.8035907745361336.9%
Lower-middle-income countries201892.8538055419921980.8190917968756.9%
Upper-middle-income countries2011-2.485807180404663-2.1965706348419196.2%
Upper-middle-income countries19871.24271059036254881.40577757358551036.2%
Lower-middle-income countries202242.37978363037109437.5402450561523446.1%
Upper-middle-income countries20063.55014181137084963.99099111557006845.8%
Lower-middle-income countries202444.8377838134765641.0543594360351564.4%
Upper-middle-income countries2003-0.6246151924133301-0.57388502359390264.2%
Lower-middle-income countries202322.56303024291992220.7589263916015624.2%
Upper-middle-income countries19911.71522903442382811.59058499336242683.8%
Upper-middle-income countries1998-0.7178993225097656-0.6703432798385623.4%
Upper-middle-income countries1992-1.953865647315979-2.0779416561126713.1%
Upper-middle-income countries20223.75902771949768073.97230744361877442.8%
Upper-middle-income countries19935.6344666481018075.3658370971679692.4%
Lower-middle-income countries201923.2484683990478522.1424598693847662.4%
High-income countries20172.86108541488647462.7278015613555912.4%
Upper-middle-income countries20171.0831744670867921.12924587726593022.1%
Upper-middle-income countries19954.2328133583068854.06809997558593752.0%
Upper-middle-income countries20057.51041698455810557.7339735031127931.5%
High-income countries20124.0458812713623054.1579313278198241.4%
Upper-middle-income countries1981-8.441801071166992-8.2459497451782231.2%
Upper-middle-income countries201322.08018493652343821.5877647399902341.1%
Lower-middle-income countries2011113.68136596679688111.21921539306641.1%
Upper-middle-income countries19947.4538278579711917.2949972152709961.1%
Upper-middle-income countries19963.33497643470764163.2753229141235350.90%
Upper-middle-income countries1997-3.774897575378418-3.71644854545593260.78%
High-income countries2020-5.8794379234313965-5.7991371154785160.69%
High-income countries20143.1402616500854493.1823453903198240.67%
Upper-middle-income countries200730.47971916198730530.0807647705078120.66%
Upper-middle-income countries20124.3982558250427254.34504222869873050.61%
High-income countries20152.3896410465240482.3617105484008790.59%
Upper-middle-income countries201817.24149703979492217.4418029785156250.58%
High-income countries20226.1317424774169926.0696415901184080.51%
Upper-middle-income countries200412.11780452728271511.9964418411254880.50%
Upper-middle-income countries19898.1079673767089848.0307903289794920.48%
High-income countries20134.3643674850463874.403752803802490.45%
Upper-middle-income countries2020-3.9141485691070557-3.87920260429382320.45%
Upper-middle-income countries201915.77931213378906215.6421422958374020.44%
Upper-middle-income countries198239.219604492187539.562793731689450.44%
Upper-middle-income countries201411.32483577728271511.2269611358642580.43%
Upper-middle-income countries19885.3072814941406255.3478770256042480.38%
Upper-middle-income countries198522.54479598999023422.3799934387207030.37%
Upper-middle-income countries2000-11.809247016906738-11.733093261718750.32%
Upper-middle-income countries200838.54583358764648438.309032440185550.31%
Upper-middle-income countries200211.51662349700927711.4541835784912110.27%
Upper-middle-income countries198343.6693992614746143.4690322875976560.23%
Upper-middle-income countries198628.41550827026367228.2852554321289060.23%
High-income countries20119.0794353485107429.1183681488037110.21%
Upper-middle-income countries2001-6.164317607879639-6.1905684471130370.21%
Upper-middle-income countries20108.9228401184082038.8938922882080080.16%
High-income countries20217.2032437324523937.1827659606933590.14%
Upper-middle-income countries202412.12556552886962912.158800125122070.14%
Upper-middle-income countries202310.03528213500976610.056725502014160.11%
High-income countries201014.91554260253906214.9454030990600590.10%
High-income countries202310.42131328582763710.4050121307373050.08%
Upper-middle-income countries20211.65185964107513431.65442287921905520.08%
Upper-middle-income countries198423.85627937316894523.887756347656250.07%
High-income countries20165.8868474960327155.8935561180114750.06%
High-income countries200220.57775497436523420.6010437011718750.06%
High-income countries20183.28076815605163573.28407692909240720.05%
High-income countries200333.4826583862304733.456893920898440.04%
High-income countries20193.91357064247131353.91147661209106450.03%
High-income countries20241.8245836496353151.82466888427734380.00%
Albania2015NaN17.24179458618164appeared
Albania2016NaN170.58682250976562appeared
Albania2017NaN-4.489047527313232appeared
Albania2018NaN42.25551223754883appeared
Albania2019NaN7.999979019165039appeared
Albania2020NaN-14.814770698547363appeared
Albania2021NaN4.347938537597656appeared
Albania2022NaN32.35843276977539appeared
Albania2023NaN9.71891975402832appeared
Albania2024NaN-5.053603649139404appeared
Argentina2007NaN0.0appeared
Argentina2008NaN0.0appeared
Argentina2009NaN9.958440780639648appeared
Argentina2010NaN2628.37451171875appeared
Bermuda2018NaN160.52635192871094appeared
Bermuda2019NaN2.0202009677886963appeared
Bermuda2020NaN-21.782182693481445appeared
Bermuda2021NaN1.265822172164917appeared
Bermuda2022NaN0.0appeared
Bermuda2023NaN0.0appeared
Bermuda2024NaN0.0appeared
Bolivia2019NaN49.999717712402344appeared
Bolivia2020NaN31.163822174072266appeared
Bolivia2021NaN29.242605209350586appeared
~ energy_mix.coal_share_pct 🟢 median anomaly score 0.84%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearcoal_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearcoal_share_pct
High-income countries196534.656105041503906
High-income countries196632.84675216674805
High-income countries196731.01588249206543
High-income countries196829.73023796081543
High-income countries196928.171512603759766
High-income countries197026.22511863708496
High-income countries197124.255722045898438
High-income countries197222.849515914916992
High-income countries197322.4716796875
High-income countries197422.707599639892578
High-income countries197522.737262725830078
High-income countries197622.601449966430664
High-income countries197722.356979370117188
High-income countries197821.60177230834961
High-income countries197922.343608856201172
High-income countries202510.299322128295898
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196545.83192825317383
Lower-middle-income countries196644.02960205078125
Lower-middle-income countries196743.91881561279297
Lower-middle-income countries196842.512977600097656
Lower-middle-income countries196942.668758392333984
Lower-middle-income countries197040.441986083984375
Lower-middle-income countries197139.68988800048828
Lower-middle-income countries197239.63093185424805
Lower-middle-income countries197337.48616409301758
Lower-middle-income countries197439.61688232421875
Lower-middle-income countries197540.258304595947266
Lower-middle-income countries197639.13936233520508
Lower-middle-income countries197738.357635498046875
Lower-middle-income countries197836.034671783447266
Lower-middle-income countries197935.501644134521484
Lower-middle-income countries202545.95176315307617
Upper-middle-income countries196551.71567153930664
Upper-middle-income countries196650.46503448486328
Upper-middle-income countries196748.22557067871094
Upper-middle-income countries196846.17648696899414
Upper-middle-income countries196945.842979431152344
Upper-middle-income countries197045.0413818359375
Upper-middle-income countries197144.558631896972656
Upper-middle-income countries197243.44141387939453
Upper-middle-income countries197341.5734748840332
Upper-middle-income countries197439.756954193115234
Upper-middle-income countries197539.75217819213867
Upper-middle-income countries197638.408660888671875
Upper-middle-income countries197738.13972854614258
Upper-middle-income countries197837.276554107666016
Upper-middle-income countries197936.75542449951172
Upper-middle-income countries202543.221343994140625
~ Changed values: 6,422 / 12,710 (50.53%) (135 revised, 6,287 appeared) — showing the 100 most anomalous rows
countryyearcoal_share_pct -coal_share_pct +anomaly score
Lower-middle-income countries198135.8857574462890630.3738555908203128.3%
Lower-middle-income countries198034.8068923950195329.5469245910644538.2%
Lower-middle-income countries198234.58084106445312529.462001800537118.0%
Lower-middle-income countries198335.1188812255859429.9918785095214847.9%
Lower-middle-income countries198434.84917831420898429.8324165344238287.8%
Lower-middle-income countries201441.6672973632812536.526481628417976.6%
Lower-middle-income countries201541.52481079101562536.523654937744146.4%
Lower-middle-income countries198530.167602539062526.5446205139160166.4%
Lower-middle-income countries201339.56714248657226634.837173461914066.4%
Lower-middle-income countries202042.64587783813476637.550788879394536.4%
Lower-middle-income countries202144.0576934814453138.877738952636726.2%
Lower-middle-income countries201640.7963256835937536.0461654663085946.2%
Lower-middle-income countries202244.0658035278320338.941616058349616.2%
Lower-middle-income countries201941.99344635009765637.171344757080086.1%
Lower-middle-income countries201842.10741806030273437.2833480834960946.1%
Lower-middle-income countries200635.07077789306640631.078849792480476.0%
Lower-middle-income countries198630.86008834838867227.3484058380126956.0%
Lower-middle-income countries201740.90581893920898436.269702911376956.0%
Lower-middle-income countries202345.9173736572265640.763534545898445.9%
Lower-middle-income countries200836.8331489562988332.749675750732425.9%
Lower-middle-income countries198933.22924423217773429.5566711425781255.8%
Lower-middle-income countries201238.0884552001953133.90611648559575.8%
Lower-middle-income countries202445.9782028198242240.937751770019535.8%
Lower-middle-income countries198832.48003768920898428.9465427398681645.8%
Lower-middle-income countries201136.75008392333984432.7555580139160165.7%
Lower-middle-income countries198732.1095733642578128.6428070068359385.7%
Lower-middle-income countries200735.637706756591831.8470897674560555.6%
Lower-middle-income countries199033.7356910705566430.1708621978759775.6%
Lower-middle-income countries199134.58475494384765630.946859359741215.6%
Lower-middle-income countries201037.0797576904296933.305507659912115.4%
Lower-middle-income countries200937.4236526489257833.766365051269535.1%
Lower-middle-income countries200535.2808761596679731.8902606964111335.0%
Lower-middle-income countries200433.8065032958984430.897087097167974.5%
Lower-middle-income countries200333.9772224426269531.0802021026611334.5%
Lower-middle-income countries199932.43985748291015629.7893047332763674.3%
Lower-middle-income countries200132.5590476989746129.957708358764654.2%
Lower-middle-income countries200232.9925460815429730.3628234863281254.2%
Lower-middle-income countries199734.2873382568359431.64342689514164.0%
Lower-middle-income countries199634.3441238403320331.7131366729736334.0%
Lower-middle-income countries199434.64425659179687532.020500183105473.9%
Lower-middle-income countries199234.892200469970732.292514801025393.9%
Lower-middle-income countries199833.9847488403320331.4998741149902343.8%
Lower-middle-income countries200032.963989257812530.5818729400634773.7%
Lower-middle-income countries199335.1800956726074232.6394615173339843.7%
Lower-middle-income countries199534.4793968200683632.1750106811523443.5%
Upper-middle-income countries199244.77350234985351643.329135894775391.6%
Upper-middle-income countries199545.0987968444824243.7517318725585941.5%
Upper-middle-income countries199644.3500823974609443.042495727539061.5%
Upper-middle-income countries199743.0000877380371141.740497589111331.5%
Upper-middle-income countries200042.0179786682128940.790336608886721.5%
Upper-middle-income countries199842.7080764770507841.46825027465821.5%
Upper-middle-income countries199345.5188751220703144.203140258789061.5%
Upper-middle-income countries199445.87349700927734444.587696075439451.4%
Upper-middle-income countries200243.5105743408203142.295322418212891.4%
Upper-middle-income countries200142.55349731445312541.3745155334472661.4%
Upper-middle-income countries199942.7329788208007841.58165359497071.4%
Upper-middle-income countries200346.0066642761230544.80738449096681.3%
Upper-middle-income countries200447.17272567749023446.0657577514648441.2%
Upper-middle-income countries200549.78177642822265648.6275863647460941.2%
Upper-middle-income countries200650.879516601562549.7699966430664061.1%
Upper-middle-income countries200751.793590545654350.7143783569335941.1%
Upper-middle-income countries200851.2716522216796950.2474594116210941.0%
Upper-middle-income countries200951.7764358520507850.745655059814451.0%
Upper-middle-income countries201050.9933815002441449.993103027343750.99%
Upper-middle-income countries201250.8838691711425849.9982070922851560.88%
Upper-middle-income countries201350.31943511962890649.460483551025390.86%
Upper-middle-income countries201449.35687637329101648.527149200439450.85%
Upper-middle-income countries201745.8073272705078145.046218872070310.84%
Upper-middle-income countries201151.8266601562550.982528686523440.82%
Upper-middle-income countries201845.4210968017578144.688713073730470.81%
Upper-middle-income countries201548.0107231140136747.254062652587890.79%
Upper-middle-income countries201646.7879486083984446.066940307617190.78%
Upper-middle-income countries201945.24234771728515644.55701828002930.76%
Upper-middle-income countries202244.63980102539062543.9964370727539060.73%
Upper-middle-income countries202344.47647857666015643.85889816284180.70%
Upper-middle-income countries202443.9541511535644543.347419738769530.69%
Upper-middle-income countries202144.8376617431640644.26942062377930.64%
Upper-middle-income countries202045.5156097412109444.997001647949220.57%
High-income countries200719.62627983093261719.438224792480470.48%
High-income countries200619.539300918579119.3531990051269530.48%
High-income countries200819.5068969726562519.3227214813232420.47%
High-income countries200918.302862167358418.1308307647705080.47%
High-income countries200519.57712364196777319.394645690917970.47%
High-income countries200119.87346458435058619.69103431701660.46%
High-income countries201715.14727020263671915.008399009704590.46%
High-income countries202410.36699008941650410.2727823257446290.46%
High-income countries200419.7110195159912119.532003402709960.46%
High-income countries200320.11119461059570319.9302654266357420.45%
High-income countries201217.82692146301269517.6675090789794920.45%
High-income countries200219.85229682922363319.676330566406250.45%
High-income countries201516.43095397949218816.2855854034423830.44%
High-income countries201018.46262931823730518.300985336303710.44%
High-income countries201317.77048301696777317.6149730682373050.44%
High-income countries201417.46126174926757817.308540344238280.44%
High-income countries201615.44910907745361315.315158843994140.44%
High-income countries201118.35073089599609418.192850112915040.43%
Upper-middle-income countries198435.95983505249023436.267528533935550.43%
High-income countries200020.0588455200195319.8886890411376950.43%
High-income countries202311.01270771026611310.9197597503662110.42%
Upper-middle-income countries199143.97930526733398443.610244750976560.42%
~ energy_mix.total_energy_supply_per_capita_kwh 🟢 median anomaly score 0.83%changed metadatanew datachanged data
metadata diff
-   - Total energy supply is extended with total energy consumption from the U.S. Energy Information
-   Administration (EIA), to cover countries and years for which the Statistical Review does not
-   report a total. Where both sources report a value, we use the Statistical Review.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeartotal_energy_supply_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeartotal_energy_supply_per_capita_kwh
High-income countries196530674.322265625
High-income countries196631876.05078125
High-income countries196732864.74609375
High-income countries196834741.56640625
High-income countries196936772.078125
High-income countries197038562.15625
High-income countries197139155.45703125
High-income countries197240822.90234375
High-income countries197342815.4375
High-income countries197441629.42578125
High-income countries197540526.76953125
High-income countries197642604.03125
High-income countries197743319.05859375
High-income countries197844197.51953125
High-income countries197945039.4921875
High-income countries202552511.640625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19651109.9560546875
Lower-middle-income countries19661118.583984375
Lower-middle-income countries19671115.6361083984375
Lower-middle-income countries19681165.7496337890625
Lower-middle-income countries19691199.11279296875
Lower-middle-income countries19701168.1866455078125
Lower-middle-income countries19711177.204833984375
Lower-middle-income countries19721210.543212890625
Lower-middle-income countries19731235.8807373046875
Lower-middle-income countries19741283.9019775390625
Lower-middle-income countries19751326.582275390625
Lower-middle-income countries19761382.4935302734375
Lower-middle-income countries19771443.7740478515625
Lower-middle-income countries19781448.552490234375
Lower-middle-income countries19791525.14794921875
Lower-middle-income countries20255032.66064453125
Upper-middle-income countries19657409.6337890625
Upper-middle-income countries19667719.77685546875
Upper-middle-income countries19677744.86376953125
Upper-middle-income countries19687849.13916015625
Upper-middle-income countries19698205.2841796875
Upper-middle-income countries19708709.919921875
Upper-middle-income countries19719146.705078125
Upper-middle-income countries19729501.599609375
Upper-middle-income countries19739870.263671875
Upper-middle-income countries197410153.0478515625
Upper-middle-income countries197510630.900390625
Upper-middle-income countries197610914.1982421875
Upper-middle-income countries197711357.916015625
Upper-middle-income countries197811804.3828125
Upper-middle-income countries197912035.3759765625
Upper-middle-income countries202523095.0234375
~ Changed values: 3,441 / 12,710 (27.07%) (3,202 revised, 16 appeared, 223 disappeared) — showing the 100 most anomalous rows
countryyeartotal_energy_supply_per_capita_kwh -total_energy_supply_per_capita_kwh +anomaly score
Bhutan1988682.48028564453123170.69848632812565%
Bhutan1989683.18914794921883090.719726562564%
Bhutan1987657.085449218752590.1499023437560%
Paraguay19973543.4633789062513069.62304687557%
Paraguay19963301.7006835937512020.196289062557%
Bhutan20083525.88012695312512140.547851562555%
Bhutan1990973.53558349609383335.5820312555%
Bhutan19921038.86047363281253534.51635742187555%
Paraguay20003894.23168945312513178.135742187554%
Paraguay19912730.433105468759197.375976562554%
Bhutan1991989.389160156253315.11059570312554%
Paraguay19983951.21289062513178.20898437554%
Bhutan19931137.232910156253691.752929687553%
Paraguay19953821.00219726562512080.458007812552%
Paraguay19943430.86132812510759.791992187552%
Paraguay19933103.6770019531259548.55273437551%
Paraguay19902968.9743652343759113.956054687551%
Paraguay19994463.1821289062513664.51562551%
Bhutan20073849.91284179687511734.438476562551%
Paraguay20034163.809570312512645.6757812550%
Paraguay20054012.83911132812512050.16992187550%
Paraguay20044196.2304687512548.42382812550%
Paraguay19922945.8557128906258732.934570312550%
Paraguay20024077.27124023437512017.3242187549%
Paraguay20064308.2612304687512611.85742187549%
Paraguay20013921.10327148437511464.9960937549%
Bhutan19941415.58361816406254034.00756835937548%
Paraguay20074481.3452148437512595.754882812548%
Paraguay20084646.6665039062512892.56445312547%
Bhutan20094485.2397460937512180.952148437546%
Paraguay20094823.37695312512765.221679687545%
Paraguay19882832.8613281257235.2153320312544%
Bhutan19951738.5422363281254422.7617187544%
Paraguay19893493.6525878906258718.09570312543%
Bhutan20105194.3071289062512958.672851562543%
Paraguay20115436.10742187513367.493164062542%
Paraguay20105318.6176757812512878.116210937542%
Paraguay20125757.479492187513839.71289062541%
Paraguay19873017.5915527343757215.860351562541%
Bhutan20115334.5620117187512711.04687541%
Paraguay20135759.6840820312513681.523437541%
Bhutan19961979.48498535156254672.5610351562540%
Bhutan1986344.2106628417969811.456970214843840%
Bhutan20136086.9614257812513594.0742187538%
Bhutan20156218.0351562513773.522460937538%
Bhutan20125759.6284179687512502.803710937537%
Paraguay19862370.823730468755124.8657226562537%
Paraguay20145999.3344726562512825.2536%
Bhutan20146002.0268554687512805.2539062536%
Bhutan20166783.4575195312514372.616210937536%
Bhutan19982160.2185058593754522.0942382812535%
Bhutan19992173.0085449218754514.184570312535%
Bhutan20177141.9062514577.2070312534%
Bhutan19972248.1418457031254583.833007812534%
Paraguay20167659.0053710937515414.993164062534%
Bhutan20032888.315917968755753.3286132812533%
Bhutan20002358.4924316406254667.10351562533%
Paraguay20156838.797851562513523.040039062533%
Bhutan20198204.153320312516114.340820312533%
Paraguay20177744.288085937514635.29492187531%
Bhutan20022814.5886230468755275.98242187530%
Bhutan20012609.0227050781254874.805664062530%
El Salvador19821948.947753906253603.75903320312530%
Laos1999408.5029296875752.290222167968830%
Paraguay20188063.8588867187514637.51562529%
Bhutan20043077.283691406255541.215820312529%
Laos1984243.1072235107422432.222320556640628%
El Salvador19811947.30236816406253443.63354492187528%
Bhutan20053502.847656256065.1586914062527%
Bhutan20065093.350097656258806.6562527%
Bhutan20188095.73437513948.60937527%
Laos1982298.4504699707031512.643127441406226%
Mozambique1999429.018798828125736.31665039062526%
Macao202117717.01367187510377.88476562526%
Laos1981310.6928405761719527.814392089843826%
Paraguay20236629.59960937511085.780273437525%
Laos20112263.1633300781253782.5678710937525%
Macao202318437.53710937511120.825195312525%
Laos1983291.1571044921875482.055541992187525%
Palestine20001828.89807128906251110.925415039062524%
Palestine19981455.8416748046875887.839721679687524%
Mozambique2000563.9375922.010070800781224%
Laos1985253.74026489257812413.0925903320312524%
Macao202419406.73632812511920.583007812524%
Macao202217630.773437510844.700195312524%
Paraguay20197898.0180664062512779.93164062524%
Palestine1997951.80419921875591.2768554687523%
El Salvador19832006.78210449218753230.10351562523%
Laos1998416.90557861328125669.989807128906223%
Laos20228549.83007812513722.725585937523%
El Salvador19842021.1777343753240.28735351562523%
Laos20132815.8205566406254513.3164062523%
Kenya20231609.87341308593752576.44335937523%
Macao202018887.7851562511910.991210937523%
Bhutan202011798.36132812518527.4492187522%
Kenya20221609.94592285156252522.0590820312522%
Paraguay20207560.6557617187511819.053710937522%
Kenya20181644.68029785156252563.18676757812522%
Kenya20201565.24255371093752436.99780273437522%
Kenya20241676.7907714843752608.1635742187522%
~ energy_mix.total_energy_supply_twh 🟢 median anomaly score 0.82%changed metadatanew datachanged data
metadata diff
-   - Total energy supply is extended with total energy consumption from the U.S. Energy Information
-   Administration (EIA), to cover countries and years for which the Statistical Review does not
-   report a total. Where both sources report a value, we use the Statistical Review.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeartotal_energy_supply_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeartotal_energy_supply_twh
High-income countries196529673.091796875
High-income countries196631165.017578125
High-income countries196732436.150390625
High-income countries196834610.8515625
High-income countries196937003.25
High-income countries197039186.76171875
High-income countries197140189.33203125
High-income countries197242321.30859375
High-income countries197344802.00390625
High-income countries197443947.984375
High-income countries197543138.046875
High-income countries197645707.265625
High-income countries197746841.09375
High-income countries197848160.05078125
High-income countries197949453.44921875
High-income countries202574671.6640625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965952.345458984375
Lower-middle-income countries1966982.5761108398438
Lower-middle-income countries19671003.3934326171875
Lower-middle-income countries19681073.588623046875
Lower-middle-income countries19691130.6097412109375
Lower-middle-income countries19701128.104248046875
Lower-middle-income countries19711163.4385986328125
Lower-middle-income countries19721224.6014404296875
Lower-middle-income countries19731281.1942138671875
Lower-middle-income countries19741364.348876953125
Lower-middle-income countries19751445.1737060546875
Lower-middle-income countries19761543.4791259765625
Lower-middle-income countries19771652.0709228515625
Lower-middle-income countries19781698.5037841796875
Lower-middle-income countries19791833.5888671875
Lower-middle-income countries202514823.2529296875
Upper-middle-income countries196510047.734375
Upper-middle-income countries196610737.0849609375
Upper-middle-income countries196711042.828125
Upper-middle-income countries196811478.7177734375
Upper-middle-income countries196912310.7724609375
Upper-middle-income countries197013398.5947265625
Upper-middle-income countries197114415.5546875
Upper-middle-income countries197215324.990234375
Upper-middle-income countries197316277.9345703125
Upper-middle-income countries197417102.509765625
Upper-middle-income countries197518266.501953125
Upper-middle-income countries197619111.966796875
Upper-middle-income countries197720254.271484375
Upper-middle-income countries197821426.947265625
Upper-middle-income countries197922236.52734375
Upper-middle-income countries202571435.4375
~ Changed values: 3,464 / 12,710 (27.25%) (3,225 revised, 16 appeared, 223 disappeared) — showing the 100 most anomalous rows
countryyeartotal_energy_supply_twh -total_energy_supply_twh +anomaly score
Bhutan19880.38014289736747741.766085386276245165%
Bhutan19890.39187252521514891.77281522750854564%
Bhutan19870.35520067811012271.400157332420349160%
Paraguay199716.98883438110351662.66119766235351657%
Paraguay199615.4768543243408256.3451538085937557%
Bhutan20082.42001962661743168.3327741622924855%
Bhutan19900.57369965314865111.965641856193542555%
Bhutan19920.60023283958435062.04217290878295955%
Paraguay200019.86398887634277367.2200241088867254%
Paraguay199111.31592464447021538.11733245849609454%
Bhutan19910.59342473745346071.988366842269897554%
Paraguay199819.36105346679687564.5735931396484454%
Bhutan19930.63080036640167242.04774141311645553%
Paraguay199517.4994373321533255.3261184692382852%
Paraguay199415.34083271026611348.111583709716852%
Paraguay199313.54043006896972741.6575317382812551%
Paraguay199011.98204421997070336.7816658020019551%
Paraguay199922.32991981506347768.3654708862304751%
Bhutan20072.61271643638610847.96349430084228551%
Paraguay200322.17826843261718867.3563919067382850%
Paraguay200521.86234855651855565.6505279541015650%
Paraguay200422.61004829406738367.613182067871150%
Paraguay199212.53051567077636737.14648056030273450%
Paraguay200221.45188522338867263.2271537780761749%
Paraguay200623.7176036834716869.4301071166992249%
Paraguay200120.34146881103515659.47684478759765649%
Bhutan19940.78495383262634282.2368934154510548%
Paraguay200724.91352272033691470.0246505737304748%
Paraguay200826.08442115783691472.3733978271484447%
Bhutan20093.112729310989388.45350742340087946%
Paraguay200927.35454177856445372.3946685791015645%
Paraguay198810.82309150695800827.6425094604492244%
Bhutan19950.95271247625350952.423651456832885744%
Paraguay198913.72237586975097734.2429542541503943%
Bhutan20103.64452314376831059.09229660034179743%
Paraguay201131.60896492004394577.7270507812542%
Paraguay201030.51808547973632873.89428710937542%
Paraguay201233.9519195556640681.612937927246141%
Paraguay198711.21002674102783226.80614280700683641%
Bhutan20113.7842688560485849.01705169677734441%
Paraguay201334.4570045471191481.8489837646484441%
Bhutan19961.08632552623748782.564264059066772540%
Bhutan19860.180478945374488830.425468802452087440%
Bhutan20134.4147634506225599.85953807830810538%
Bhutan20154.60521984100341810.20098781585693438%
Bhutan20124.1313123703002938.96811103820800837%
Paraguay19868.5621681213378918.50831794738769537%
Paraguay201436.4148750305175877.846946716308636%
Bhutan20144.4003920555114759.38818454742431636%
Bhutan20165.073198795318603510.74896335601806636%
Bhutan19981.23011267185211182.57505679130554235%
Bhutan19991.26597094535827642.629914283752441435%
Bhutan20175.38744688034057610.99621391296386734%
Bhutan19971.25603234767913822.560978174209594734%
Paraguay201647.8621139526367296.3302764892578134%
Bhutan20031.84178376197814943.66870784759521533%
Bhutan20001.40771579742431642.78565859794616733%
Paraguay201542.12088012695312583.2898330688476633%
Bhutan20196.27478265762329112.3247308731079133%
Paraguay201749.0883941650390692.7681274414062531%
Bhutan20021.7574770450592043.294413089752197330%
Bhutan20011.5935937166213992.97753620147705130%
El Salvador19829.00896835327148416.65829658508300830%
Laos19992.18172597885131844.01781988143920930%
Paraguay201851.8295021057128994.0809020996093829%
Bhutan20042.00195455551147463.604887962341308629%
Laos19840.8843864202499391.572357892990112328%
El Salvador19818.90034389495849615.7394781112670928%
Bhutan20052.31844735145568854.01437664031982427%
Bhutan20063.41663455963134775.90753126144409227%
Bhutan20186.150863647460937510.59767913818359427%
Laos19821.0296607017517091.76863002777099626%
Mozambique19997.60843372344970713.05820751190185526%
Macao202112.3027648925781257.2064447402954126%
Laos19811.04599034786224371.776960134506225626%
Paraguay202345.3739738464355575.8727416992187525%
Laos201114.54442691802978524.3090209960937525%
Macao202313.162852287292487.93933534622192425%
Laos19831.03098821640014651.706960201263427725%
Palestine20005.76432085037231453.501414537429809624%
Palestine19984.3135061264038092.630575895309448224%
Mozambique200010.22399044036865216.71572113037109424%
Laos19850.94898480176925661.544960021972656224%
Macao202413.9780893325805668.58603858947753924%
Macao202212.4184122085571297.63857316970825224%
Paraguay201951.456054687583.2620086669921924%
Palestine19972.72176122665405271.69080412387847923%
El Salvador19839.44666194915771515.20528602600097723%
Laos19982.18803429603576663.51628923416137723%
Laos202264.62823486328125103.7301864624023423%
El Salvador19849.69761657714843815.54690837860107423%
Laos201318.61647415161132829.83927154541015623%
Kenya202389.08879852294922142.577804565429723%
Macao202012.9016599655151378.13602828979492223%
Bhutan20209.08489131927490214.26637649536132822%
Kenya202287.34352111816406136.8279113769531222%
Paraguay202049.92861175537109478.0499725341796922%
Kenya201882.57464599609375128.6902008056640622%
Kenya202081.73278045654297127.253517150878922%
Kenya202494.6262435913086147.186355590820322%
~ energy_mix.solar_annual_change_twh 🟢 median anomaly score 0.81%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_annual_change_twh
High-income countries1965NaN
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.0
High-income countries19790.0
High-income countries2025202.72784423828125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries202555.41792297363281
Upper-middle-income countries1965NaN
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries2025378.119140625
~ Changed values: 5,874 / 12,710 (46.22%) (68 revised, 5,797 appeared, 9 disappeared) — showing the 100 most anomalous rows
countryyearsolar_annual_change_twh -solar_annual_change_twh +anomaly score
Lower-middle-income countries20000.00122008332982659340.00532008334994316163%
Lower-middle-income countries20050.00148800015449523930.00448799971491098450%
Lower-middle-income countries20020.0022732056677341460.003373204963281750719%
Lower-middle-income countries20100.08638388663530350.1189838945865631116%
Lower-middle-income countries20040.0030841957777738570.00408419501036405614%
Lower-middle-income countries20030.00381430424749851230.00481430580839514712%
Lower-middle-income countries20080.0119070038199424740.01500699948519468312%
Lower-middle-income countries20152.26980066299438482.81880044937133811%
Lower-middle-income countries20010.0047444161027669910.005844416562467813510%
Lower-middle-income countries20090.0305529981851577760.035752993077039727.8%
Lower-middle-income countries2006-0.008950806222856045-0.007850806228816516.5%
Upper-middle-income countries20080.050356984138488770.056956987828016286.2%
Lower-middle-income countries20165.9570107460021976.641710281372075.4%
Lower-middle-income countries202112.471679687513.6411828994750984.5%
Lower-middle-income countries20130.97269082069396971.06109070777893074.3%
Upper-middle-income countries19980.0040169991552829740.00429700082167983063.4%
Lower-middle-income countries202229.2710647583007831.30945396423343.4%
Lower-middle-income countries201913.52541351318359414.3390111923217772.9%
Lower-middle-income countries20141.72072839736938481.81952869892120362.8%
Lower-middle-income countries201815.59662818908691416.2293281555175782.0%
Lower-middle-income countries20121.605134367942811.6630344390869141.8%
Lower-middle-income countries202017.25239181518554717.8556900024414061.7%
Upper-middle-income countries19990.00300900079309940340.0031090003903955221.6%
Lower-middle-income countries201710.85063457489013711.2029361724853521.6%
Lower-middle-income countries202434.21591186523437535.312358856201171.6%
Upper-middle-income countries20100.46303305029869080.47643309831619261.4%
Lower-middle-income countries202323.1002731323242223.639459609985351.2%
Upper-middle-income countries20136.3204059600830086.4505052566528321.0%
Upper-middle-income countries201968.7905883789062570.166183471679690.99%
Upper-middle-income countries20070.022324889898300170.0227248761802911760.89%
Upper-middle-income countries20040.017286807298660280.017586816102266310.86%
Upper-middle-income countries20121.81643772125244141.847637653350830.85%
Upper-middle-income countries202061.06430053710937562.111408233642580.85%
Upper-middle-income countries201631.02756881713867231.5550727844238280.84%
Lower-middle-income countries20111.02669787406921391.04269790649414060.77%
Upper-middle-income countries202199.57839965820312101.054527282714840.74%
Upper-middle-income countries201518.63437652587890618.9102764129638670.73%
Upper-middle-income countries20050.0136961787939071660.0138961700722575190.72%
Upper-middle-income countries201757.7649459838867258.4613418579101560.60%
Upper-middle-income countries2022121.72604370117188123.18833160400390.60%
Upper-middle-income countries201870.8407440185546971.69113922119140.60%
High-income countries201842.13558959960937542.6408996582031250.60%
Upper-middle-income countries19970.0020000012591481210.002020000247284770.50%
High-income countries201947.0745239257812547.500514984130860.45%
High-income countries201632.8387298583984433.1091346740722660.41%
High-income countries201746.7516021728515647.072101593017580.34%
High-income countries202184.5771179199218885.11472320556640.32%
Upper-middle-income countries20000.0165770109742879870.01667701266705990.30%
High-income countries201537.1867828369140637.383281707763670.26%
Upper-middle-income countries20030.0201746299862861630.0202746242284774780.25%
High-income countries2022122.1673583984375122.677825927734380.21%
Upper-middle-income countries2024304.8983154296875306.103454589843750.20%
High-income countries202072.3238830566406272.575485229492190.17%
Upper-middle-income countries201416.82826423645019516.8857650756835940.17%
Upper-middle-income countries20112.0521574020385742.058657407760620.16%
Upper-middle-income countries2023197.75543212890625198.373382568359380.16%
High-income countries2024144.96795654296875145.39570617675780.15%
High-income countries201439.7681198120117239.865512847900390.12%
High-income countries201232.06329727172851632.128898620605470.10%
High-income countries20051.18957114219665531.1917711496353150.09%
High-income countries201329.60127258300781229.65307044982910.09%
High-income countries2023115.167724609375115.367874145507810.09%
Upper-middle-income countries20090.142494231462478640.142594233155250550.04%
High-income countries20071.9619894027709961.96308934688568120.03%
High-income countries20098.1719179153442388.175916671752930.02%
High-income countries201012.18210792541503912.1880092620849610.02%
High-income countries201128.5389137268066428.54651451110840.01%
High-income countries20061.5330762863159181.5331763029098510.00%
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
Afghanistan1987NaN0.0appeared
Afghanistan1988NaN0.0appeared
Afghanistan1989NaN0.0appeared
Afghanistan1990NaN0.0appeared
Afghanistan1991NaN0.0appeared
Afghanistan1992NaN0.0appeared
Afghanistan1993NaN0.0appeared
Afghanistan1994NaN0.0appeared
Afghanistan1995NaN0.0appeared
Afghanistan1996NaN0.0appeared
Afghanistan1997NaN0.0appeared
Afghanistan1998NaN0.0appeared
Afghanistan1999NaN0.0appeared
Afghanistan2000NaN0.0appeared
Afghanistan2001NaN0.0appeared
Afghanistan2002NaN0.0appeared
Afghanistan2003NaN0.0appeared
Afghanistan2004NaN0.0appeared
Afghanistan2005NaN0.0appeared
Afghanistan2006NaN0.0appeared
Afghanistan2007NaN0.0appeared
Afghanistan2008NaN0.0appeared
Afghanistan2009NaN0.0appeared
Afghanistan2010NaN0.00019999999494757503appeared
Afghanistan2011NaN0.0appeared
Afghanistan2012NaN0.027800001204013824appeared
~ energy_mix.wind_share_pct 🟢 median anomaly score 0.80%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearwind_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearwind_share_pct
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19786.2292292568599805e-06
High-income countries19791.213262203236809e-05
High-income countries20251.599088430404663
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries20250.880305290222168
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries20251.9148164987564087
~ Changed values: 6,104 / 12,710 (48.03%) (116 revised, 5,988 appeared) — showing the 100 most anomalous rows
countryyearwind_share_pct -wind_share_pct +anomaly score
Upper-middle-income countries19901.4867833669995889e-051.8532282410888e-0511%
Lower-middle-income countries19920.00205629365518689160.001669908291660249210%
Lower-middle-income countries19930.00214584986679255960.00176053994800895459.9%
Lower-middle-income countries19960.0172200705856084820.0142162991687655459.6%
Lower-middle-income countries19970.0185514949262142180.0153167201206088079.6%
Lower-middle-income countries19940.0041312198154628280.00342408986762166029.4%
Lower-middle-income countries19980.0194425154477357860.016124153509736069.3%
Lower-middle-income countries19950.010078018531203270.00837622769176969.2%
Lower-middle-income countries19990.0253403261303901670.0212020799517631538.9%
Lower-middle-income countries20030.0478233806788921360.040373079478740698.4%
Lower-middle-income countries20040.085455544292926790.072193838655948648.4%
Lower-middle-income countries20050.092178471386432650.077966138720512398.4%
Lower-middle-income countries20010.039929982274770740.0338623672723770148.2%
Lower-middle-income countries20020.039075940847396850.033189713954925548.1%
Lower-middle-income countries20000.0285637602210044860.024418588727712637.8%
Lower-middle-income countries19900.00075639202259480950.00065587437711656097.1%
Lower-middle-income countries19910.00274006486870348450.0023799682967364797.0%
Lower-middle-income countries20060.132752299308776860.11616346240043646.7%
Lower-middle-income countries20080.182171642780303960.15977795422077186.5%
Lower-middle-income countries20070.15441508591175080.136163264513015756.3%
Lower-middle-income countries20170.493817389011383060.43777292966842656.0%
Lower-middle-income countries20180.5609372258186340.499420315027236945.8%
Lower-middle-income countries20110.266647696495056150.237771958112716675.7%
Lower-middle-income countries20200.61737930774688720.55060738325119025.7%
Lower-middle-income countries20160.42674931883811950.380897492170333865.7%
Lower-middle-income countries20100.230116501450538640.206396117806434635.4%
Lower-middle-income countries20130.31525608897209170.283063441514968875.4%
Lower-middle-income countries20190.60370719432830810.54240226745605475.3%
Lower-middle-income countries20090.194904074072837830.17527453601360325.3%
Lower-middle-income countries20120.2872000038623810.25856387615203865.2%
Lower-middle-income countries20240.69408494234085080.6263040304183965.1%
Lower-middle-income countries20140.33747470378875730.304557532072067265.1%
Lower-middle-income countries20210.63515299558639530.57375198602676395.1%
Lower-middle-income countries20220.64197063446044920.57997280359268195.1%
Lower-middle-income countries20230.70059782266616820.63365763425827035.0%
Lower-middle-income countries20150.33664321899414060.30595761537551884.8%
Upper-middle-income countries19960.000475313048809766770.00049295171629637481.8%
Upper-middle-income countries19914.866457311436534e-055.036772199673578e-051.7%
Upper-middle-income countries19920.00062836043071001770.00061040843138471251.4%
Upper-middle-income countries20100.119325324892997740.116222999989986421.3%
Upper-middle-income countries20090.070761471986770630.069006651639938351.3%
Upper-middle-income countries20020.0039610126987099650.00386557495221495631.2%
Upper-middle-income countries20030.004210190847516060.0041124308481812481.2%
Upper-middle-income countries20120.229007691144943240.223841026425361631.1%
Upper-middle-income countries20110.166848912835121150.163115561008453371.1%
Upper-middle-income countries20010.0035701175220310690.0034903127234429121.1%
Upper-middle-income countries20080.036353386938571930.035542350262403491.1%
Upper-middle-income countries19950.0027586335781961680.00269865221343934541.1%
Upper-middle-income countries20130.298184752464294430.291713774204254151.1%
Upper-middle-income countries20170.68441450595855710.67000740766525271.1%
Upper-middle-income countries20140.35294091701507570.345547974109649661.1%
Upper-middle-income countries20150.431076377630233760.42232117056846621.0%
Upper-middle-income countries20160.56240546703338620.55136919021606450.99%
Upper-middle-income countries20180.78371363878250120.76890093088150020.95%
Upper-middle-income countries20000.00284608756192028520.00279384059831500050.93%
Upper-middle-income countries19930.00099627661984413860.00097801629453897480.92%
Upper-middle-income countries20070.0168251935392618180.0165422391146421430.85%
Upper-middle-income countries20221.45539534091949461.4321122169494630.81%
Upper-middle-income countries19940.00176582636777311560.00173774443101137880.80%
Upper-middle-income countries20190.86269444227218630.8495846986770630.77%
Upper-middle-income countries20241.74077475070953371.71529555320739750.74%
Upper-middle-income countries20060.0113410046324133870.0111795840784907340.72%
Upper-middle-income countries20231.60290539264678961.58028399944305420.71%
Upper-middle-income countries20211.29183948040008541.27419662475585940.69%
Upper-middle-income countries19990.0024009970948100090.0023684238549321890.68%
Upper-middle-income countries20200.98841476440429690.97722083330154420.57%
Upper-middle-income countries19970.00095479685114696620.00096326996572315690.44%
High-income countries20080.248623177409172060.246450155973434450.44%
Upper-middle-income countries19980.00173800333868712190.00172327377367764710.43%
High-income countries20090.31253299117088320.309969335794448850.41%
High-income countries19824.054971941513941e-054.022137727588415e-050.41%
High-income countries19812.2339036149787717e-052.215865060861688e-050.41%
High-income countries20070.19712251424789430.195537090301513670.40%
High-income countries19837.151256431825459e-057.095403270795941e-050.39%
High-income countries19802.1850975826964714e-052.1681336875190027e-050.39%
High-income countries20120.50925940275192260.50534856319427490.39%
High-income countries20110.438121408224105830.434854328632354740.37%
High-income countries20100.353310167789459230.35071232914924620.37%
High-income countries20130.58627158403396610.58198750019073490.37%
High-income countries19849.329200838692486e-059.262218372896314e-050.36%
High-income countries20060.155560612678527830.154446423053741460.36%
High-income countries20050.12603929638862610.125163093209266660.35%
High-income countries19870.000317720783641561870.000315797544317320.30%
High-income countries19930.0082409307360649110.0081912251189351080.30%
High-income countries19920.0069139585830271240.0068727014586329460.30%
High-income countries19910.00609278958290815350.0060567012988030910.30%
High-income countries19900.0055569759570062160.0055241188965737820.30%
High-income countries19850.000109721091575920580.000109086322481743990.29%
High-income countries19860.000233134327572770420.0002317892649443820.29%
High-income countries19880.00052161281928420070.00051861832616850730.29%
High-income countries19890.0040926858782768250.0040692128241062160.29%
High-income countries20040.103591158986091610.10302345454692840.27%
High-income countries20140.63135045766830440.62790226936340330.27%
High-income countries19950.010676878504455090.0106195816770195960.27%
High-income countries19940.0099220434203743930.0098696593195199970.26%
High-income countries20241.5826803445816041.57555735111236570.23%
High-income countries20231.51950156688690191.51272904872894290.22%
Asia19970.00356395333074033260.0035786682274192570.21%
High-income countries20221.42567265033721921.42009282112121580.20%
High-income countries20030.079789586365222930.079531520605087280.16%
~ energy_mix.coal_annual_change_pct 🟢 median anomaly score 0.78%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearcoal_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearcoal_annual_change_pct
High-income countries1965NaN
High-income countries1966-0.4555027186870575
High-income countries1967-1.7226054668426514
High-income countries19682.281531810760498
High-income countries19691.3069754838943481
High-income countries1970-1.4159178733825684
High-income countries1971-5.14326286315918
High-income countries1972-0.8001366257667542
High-income countries19734.11106538772583
High-income countries1974-0.8763661980628967
High-income countries1975-1.714720606803894
High-income countries19765.322918891906738
High-income countries19771.3721402883529663
High-income countries1978-0.6572520136833191
High-income countries19796.211999893188477
High-income countries2025-0.0010221791453659534
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966-0.8829562664031982
Lower-middle-income countries19671.8616931438446045
Lower-middle-income countries19683.5708556175231934
Lower-middle-income countries19695.697157859802246
Lower-middle-income countries1970-5.428779125213623
Lower-middle-income countries19711.2142406702041626
Lower-middle-income countries19725.10072660446167
Lower-middle-income countries1973-1.0406339168548584
Lower-middle-income countries197412.543334007263184
Lower-middle-income countries19757.639030933380127
Lower-middle-income countries19763.8338582515716553
Lower-middle-income countries19774.897701740264893
Lower-middle-income countries1978-3.415682554244995
Lower-middle-income countries19796.356318950653076
Lower-middle-income countries20251.2715967893600464
Upper-middle-income countries1965NaN
Upper-middle-income countries19664.276546955108643
Upper-middle-income countries1967-1.7164766788482666
Upper-middle-income countries1968-0.46940574049949646
Upper-middle-income countries19696.47407341003418
Upper-middle-income countries19706.933258533477783
Upper-middle-income countries19716.436911106109619
Upper-middle-income countries19723.6432340145111084
Upper-middle-income countries19731.650956392288208
Upper-middle-income countries19740.47483891248703003
Upper-middle-income countries19756.793143272399902
Upper-middle-income countries19761.092332124710083
Upper-middle-income countries19775.234869003295898
Upper-middle-income countries19783.3955507278442383
Upper-middle-income countries19792.3275012969970703
Upper-middle-income countries20250.30298030376434326
~ Changed values: 2,207 / 12,710 (17.36%) (132 revised, 2,072 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearcoal_annual_change_pct -coal_annual_change_pct +anomaly score
Lower-middle-income countries20064.2140583992004395-1.4972186088562012100%
Upper-middle-income countries19923.3829314708709717-1.456376552581787100%
Lower-middle-income countries19925.337492465972916.5272483825683651%
Lower-middle-income countries1999-1.0373634099960327-2.81793880462646546%
Upper-middle-income countries19810.58793103694915771.404477000236511241%
Lower-middle-income countries19943.24140906333923341.808607220649719228%
Lower-middle-income countries20011.07491087913513180.692104637622833322%
Upper-middle-income countries2014-0.12638045847415924-0.194745019078254721%
Upper-middle-income countries19912.3962101936340331.795346021652221714%
Lower-middle-income countries19933.49736714363098142.698163509368896513%
Lower-middle-income countries20162.1591746807098392.777238845825195313%
Lower-middle-income countries20243.64752793312072754.3933267593383799.3%
Lower-middle-income countries20059.4633331298828128.0392951965332038.1%
Lower-middle-income countries20152.6127901077270513.05295562744140627.8%
Upper-middle-income countries1998-0.6937217712402344-0.6005848646163947.2%
Lower-middle-income countries20190.93447589874267581.07011675834655766.8%
Lower-middle-income countries19963.138892173767092.74764871597290046.6%
Upper-middle-income countries1997-1.2011903524398804-1.0537966489791876.5%
Lower-middle-income countries19955.8900117874145516.6131305694580085.8%
High-income countries1989-0.013851008377969265-0.0154709126800298695.5%
Lower-middle-income countries1982-0.8616123199462891-0.77170062065124515.5%
Lower-middle-income countries20046.71592950820922856.2050108909606934.0%
High-income countries20040.070398166775703430.076133571565151213.9%
Upper-middle-income countries20234.2782516479492193.9620177745819093.8%
Upper-middle-income countries20200.33351814746856690.35934492945671083.7%
Lower-middle-income countries20173.62002706527709963.8786273002624513.4%
Upper-middle-income countries19863.6557025909423833.41647410392761233.4%
Upper-middle-income countries1985-21.240829467773438-19.882514953613283.3%
Lower-middle-income countries198112.58544158935546911.8453388214111333.0%
Upper-middle-income countries20081.84289014339447021.95316052436828612.9%
Upper-middle-income countries19833.5949428081512453.796731710433962.7%
Lower-middle-income countries19887.1142773628234866.7363429069519042.7%
Lower-middle-income countries19879.4719524383544929.9995021820068362.7%
Lower-middle-income countries20239.979335784912119.4540939331054692.7%
Upper-middle-income countries2015-2.1208369731903076-2.0113406181335452.6%
High-income countries19950.165154531598091130.15669520199298862.6%
Upper-middle-income countries20069.3654499053955089.8589687347412112.6%
Lower-middle-income countries19836.1819109916687015.8739328384399412.6%
Upper-middle-income countries19876.4330811500549326.1181654930114752.5%
Lower-middle-income countries20102.050614118576052.156066894531252.5%
Upper-middle-income countries19891.90816819667816161.82057356834411622.3%
Upper-middle-income countries19844.4276008605957034.6214199066162112.1%
Upper-middle-income countries19885.1121759414672854.9309768676757811.8%
High-income countries20020.91134732961654660.94421237707138061.8%
Upper-middle-income countries19902.37742590904235842.30138826370239261.6%
Lower-middle-income countries20034.4761185646057134.3372645378112791.6%
Lower-middle-income countries20223.5534152984619143.6658840179443361.6%
Lower-middle-income countries20006.74970531463623056.9591741561889651.5%
Lower-middle-income countries19899.0482606887817388.7912597656251.4%
Lower-middle-income countries19907.7846994400024417.5697188377380371.4%
Lower-middle-income countries202112.98571395874023412.6300907135009771.4%
Upper-middle-income countries2016-1.5989819765090942-1.555228829383851.4%
Lower-middle-income countries19857.220220088958747.4186258316040041.4%
Upper-middle-income countries20001.8752006292343141.92421972751617431.3%
Lower-middle-income countries19867.8678040504455578.0655946731567381.2%
Lower-middle-income countries20186.33110761642456056.4827013015747071.2%
Lower-middle-income countries19915.4453015327453615.3232779502868651.1%
Lower-middle-income countries20024.4516901969909674.550842285156251.1%
High-income countries2017-1.308698058128357-1.33623802661895751.0%
High-income countries1997-0.12399032711982727-0.12659566104412081.0%
Upper-middle-income countries19933.2816393375396733.22194385528564450.92%
Upper-middle-income countries20170.95600110292434690.97342270612716670.90%
Lower-middle-income countries20128.6523027420043958.7936239242553710.81%
Upper-middle-income countries20121.5138586759567261.48964726924896240.81%
Upper-middle-income countries20241.81879842281341551.84803712368011470.80%
High-income countries2018-2.8328540325164795-2.78841137886047360.79%
Lower-middle-income countries19974.2345771789550784.1692714691162110.78%
High-income countries2024-4.724198341369629-4.7973971366882320.77%
Lower-middle-income countries20113.86701226234436043.92570018768310550.75%
High-income countries20060.62323749065399170.63246494531631470.73%
Upper-middle-income countries20131.38735175132751461.40763831138610840.73%
High-income countries1986-0.5659017562866211-0.55830270051956180.68%
High-income countries2011-1.2658225297927856-1.24932920932769780.66%
Lower-middle-income countries20097.7134799957275397.6188659667968750.62%
Upper-middle-income countries20182.9926848411560062.95869684219360350.57%
Upper-middle-income countries19992.4742436408996582.44699883460998540.55%
Upper-middle-income countries19824.3458957672119144.392930984497070.54%
Upper-middle-income countries19950.85299837589263920.84442120790481570.51%
Lower-middle-income countries2020-4.881966590881348-4.9280972480773930.47%
Upper-middle-income countries20213.387676715850833.3576331138610840.45%
Lower-middle-income countries20149.6619815826416029.7474966049194340.44%
Lower-middle-income countries20088.3077459335327158.242041587829590.40%
Upper-middle-income countries200316.48118591308593816.3563938140869140.38%
High-income countries2014-2.0730419158935547-2.0580542087554930.36%
Upper-middle-income countries19962.54062986373901372.52269220352172850.35%
High-income countries2019-10.747145652770996-10.6751995086669920.34%
Lower-middle-income countries19844.8925480842590334.85983133316040.34%
Upper-middle-income countries20192.36420726776123052.34858489036560060.33%
Upper-middle-income countries19943.73966097831726073.7156226634979250.32%
High-income countries19832.2445373535156252.25899648666381840.32%
High-income countries20219.2970361709594739.2427177429199220.29%
Upper-middle-income countries20221.81453180313110351.80470097064971920.27%
High-income countries20032.6882610321044922.70238256454467770.26%
Upper-middle-income countries200414.0855741500854514.0132284164428710.26%
Upper-middle-income countries20078.7899627685546888.7449350357055660.26%
High-income countries2020-13.705002784729004-13.6424608230590820.23%
Lower-middle-income countries19983.2859547138214113.27105331420898440.23%
High-income countries2022-2.281052827835083-2.29134774208068850.23%
High-income countries2016-5.540742874145508-5.5167202949523930.22%
Upper-middle-income countries20014.5185647010803224.4991874694824220.21%
~ energy_mix.coal_annual_change_twh 🟢 median anomaly score 0.77%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearcoal_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearcoal_annual_change_twh
High-income countries1965NaN
High-income countries1966-46.841796875
High-income countries1967-176.337890625
High-income countries1968229.5302734375
High-income countries1969134.486328125
High-income countries1970-147.6005859375
High-income countries1971-528.5615234375
High-income countries1972-77.9990234375
High-income countries1973397.548828125
High-income countries1974-88.23046875
High-income countries1975-171.12109375
High-income countries1976522.09375
High-income countries1977141.7490234375
High-income countries1978-68.8291015625
High-income countries1979646.2607421875
High-income countries2025-0.07861328125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966-3.853912353515625
Lower-middle-income countries19678.05413818359375
Lower-middle-income countries196815.735992431640625
Lower-middle-income countries196926.002655029296875
Lower-middle-income countries1970-26.189361572265625
Lower-middle-income countries19715.539703369140625
Lower-middle-income countries197223.553497314453125
Lower-middle-income countries1973-5.0504150390625
Lower-middle-income countries197460.241943359375
Lower-middle-income countries197541.2899169921875
Lower-middle-income countries197622.30548095703125
Lower-middle-income countries197729.58740234375
Lower-middle-income countries1978-21.64501953125
Lower-middle-income countries197938.90386962890625
Lower-middle-income countries202585.52783203125
Upper-middle-income countries1965NaN
Upper-middle-income countries1966222.22021484375
Upper-middle-income countries1967-93.0068359375
Upper-middle-income countries1968-24.998046875
Upper-middle-income countries1969343.15625
Upper-middle-income countries1970391.287109375
Upper-middle-income countries1971388.4619140625
Upper-middle-income countries1972234.0185546875
Upper-middle-income countries1973109.91064453125
Upper-middle-income countries197432.1337890625
Upper-middle-income countries1975461.8955078125
Upper-middle-income countries197679.31787109375
Upper-middle-income countries1977384.2734375
Upper-middle-income countries1978262.3037109375
Upper-middle-income countries1979185.90283203125
Upper-middle-income countries202593.263671875
~ Changed values: 6,292 / 12,710 (49.50%) (132 revised, 6,157 appeared, 3 disappeared) — showing the 100 most anomalous rows
countryyearcoal_annual_change_twh -coal_annual_change_twh +anomaly score
Upper-middle-income countries1992308.5029296875-139.85479736328125100%
Lower-middle-income countries2006108.1845703125-41.34584045410156100%
Lower-middle-income countries199276.0665283203125242.6489257812552%
Lower-middle-income countries1999-19.565185546875-59.39978408813476650%
Upper-middle-income countries198148.39453125119.9306945800781242%
Lower-middle-income countries199450.361938476562531.77695274353027323%
Upper-middle-income countries2014-33.884765625-52.63916397094726622%
Lower-middle-income countries200121.41723632812515.16453933715820317%
Lower-middle-income countries2016100.763671875132.647048950195314%
Upper-middle-income countries1991213.40625169.3650970458984412%
Lower-middle-income countries199594.479736328125118.2931518554687511%
Lower-middle-income countries2024236.69970703125292.939117431640611%
Lower-middle-income countries2015118.828125141.496093758.7%
Lower-middle-income countries201949.086914062558.1055679321289068.4%
Upper-middle-income countries1998-71.5986328125-62.243476867675787.0%
Lower-middle-income countries199352.502563476562546.160827636718756.4%
Upper-middle-income countries1997-125.4814453125-110.376625061035166.4%
Lower-middle-income countries2000125.982177734375142.5598144531256.2%
Lower-middle-income countries200289.65185546875100.402526855468755.7%
High-income countries1989-2.15625-2.40927505493164065.5%
Lower-middle-income countries199860.003051757812566.767074584960945.3%
Upper-middle-income countries1983310.5869140625343.20520019531255.0%
Lower-middle-income countries2017172.5859375190.39668273925784.9%
Lower-middle-income countries199774.183959960937581.694961547851564.8%
Upper-middle-income countries1984396.2763671875433.613708496093754.5%
Lower-middle-income countries198792.88433837890625101.448295593261724.4%
Upper-middle-income countries202091.55273437599.501113891601564.2%
High-income countries200410.39062511.2456512451171884.0%
Lower-middle-income countries1982-6.6162109375-6.1222977638244633.9%
Lower-middle-income countries2005221.9423828125205.48628234863283.9%
Upper-middle-income countries20231240.3457031251158.5134277343753.4%
Lower-middle-income countries201069.70922851562574.43176269531253.3%
Upper-middle-income countries2008403.595703125430.75076293945313.3%
Lower-middle-income countries2022202.47412109375215.424301147460943.1%
Lower-middle-income countries200394.15673828125100.045219421386723.0%
Lower-middle-income countries198561.2188110351562564.836982727050782.9%
Lower-middle-income countries198671.52612304687575.720817565917972.8%
Upper-middle-income countries1982359.828125380.388366699218752.8%
Lower-middle-income countries2018312.76416015625330.5700683593752.8%
Upper-middle-income countries20061723.878906251820.01525878906252.7%
High-income countries199522.5742187521.4250183105468752.6%
Upper-middle-income countries2015-567.9140625-542.6022949218752.3%
Lower-middle-income countries2020-258.84033203125-270.45101928710942.2%
High-income countries2002129.80859375134.529083251953121.8%
Lower-middle-income countries2012311.767822265625322.293151855468751.7%
Lower-middle-income countries2011134.152099609375138.44502258300781.6%
Upper-middle-income countries2000196.951171875203.075332641601561.5%
Upper-middle-income countries2017246.560546875253.31794738769531.4%
Lower-middle-income countries2014400.705078125411.64456176757811.3%
Upper-middle-income countries1990206.81640625212.218933105468751.3%
Upper-middle-income countries1988415.166015625425.586608886718751.2%
Lower-middle-income countries198439.5480346679687540.505256652832031.2%
High-income countries2017-152.703125-156.2009277343751.1%
Upper-middle-income countries2013366.8828125375.20016479492191.1%
Lower-middle-income countries2023588.82958984375575.93273925781251.1%
Upper-middle-income countries2024549.86328125561.7849121093751.1%
Lower-middle-income countries198185.8388061523437584.022422790527341.1%
High-income countries1997-17.3896484375-17.758735656738281.1%
Lower-middle-income countries2007238.49951171875243.38191223144531.0%
Upper-middle-income countries2016-419.091796875-411.11764526367190.96%
High-income countries2024-381.341796875-388.41329956054690.92%
Lower-middle-income countries198347.0610961914062546.2413101196289060.88%
Lower-middle-income countries199653.315551757812552.3991699218750.87%
Upper-middle-income countries1985-1985.255859375-1951.72912597656250.85%
Lower-middle-income countries198876.372436523437575.176361083984380.79%
High-income countries200692.10351562593.543388366699220.78%
Lower-middle-income countries2013232.174072265625235.709121704101560.76%
Upper-middle-income countries1993309.3896484375304.89492797851560.73%
High-income countries2018-326.220703125-321.59872436523440.71%
Upper-middle-income countries1987490.86083984375497.606994628906250.68%
High-income countries1986-84.8349609375-83.711105346679690.67%
Upper-middle-income countries2009693.82421875702.39154052734380.61%
Upper-middle-income countries1989162.88671875164.87959289550780.61%
High-income countries2011-176.9794921875-174.86369323730470.60%
Lower-middle-income countries2004147.595458984375149.335266113281250.59%
Lower-middle-income countries2008242.08056640625244.256683349609380.45%
Lower-middle-income countries199173.59545898437574.204902648925780.41%
Upper-middle-income countries2012394.3671875391.23132324218750.40%
Upper-middle-income countries20111995.152343752010.56921386718750.38%
High-income countries2022-214.861328125-216.48674011230470.38%
Upper-middle-income countries20101057.7402343751065.605468750.37%
Upper-middle-income countries199586.165039062585.547546386718750.36%
High-income countries1983256.546875258.21395874023440.32%
Lower-middle-income countries1989104.0443115234375104.717803955078120.32%
Lower-middle-income countries2021654.88623046875658.97357177734380.31%
High-income countries2014-276.94921875-275.29306030273440.30%
Upper-middle-income countries1999253.59375252.07922363281250.30%
High-income countries2003386.39453125388.664367675781250.29%
Upper-middle-income countries2002876.5693359375881.26855468750.27%
High-income countries20058.05175781258.0923786163330080.25%
Lower-middle-income countries199097.614379882812598.094169616699220.25%
High-income countries2019-1202.541015625-1196.88244628906250.24%
Upper-middle-income countries1996258.8291015625257.72976684570310.21%
High-income countries1988265.0546875266.15219116210940.21%
Lower-middle-income countries2009243.43701171875244.3981933593750.20%
Upper-middle-income countries1994364.1416015625362.940856933593750.17%
Upper-middle-income countries2022516.69140625518.34875488281250.16%
High-income countries2001-86.560546875-86.28415679931640.16%
High-income countries2016-684.4345703125-682.5363769531250.14%
Upper-middle-income countries20031987.621093751982.7145996093750.12%
~ energy_mix.solar_and_wind_annual_change_pct 🟢 median anomaly score 0.65%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_and_wind_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_and_wind_annual_change_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979100.0
High-income countries202510.696015357971191
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries202531.068265914916992
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries202523.118104934692383
~ Changed values: 2,057 / 12,710 (16.18%) (120 revised, 1,936 appeared, 1 disappeared) — showing the 100 most anomalous rows
countryyearsolar_and_wind_annual_change_pct -solar_and_wind_annual_change_pct +anomaly score
South America2006-98.5348510742187562.69596862792969100%
South America199952.9411735534668-1.710547924041748100%
South America2009-20.8225479125976569.892806053161621100%
South America20007156.741699218755.28562068939209100%
South America20105251.9829101562581.6270370483398497%
South America2011252.3657836914062523.17126274108886783%
South America200337.769969940185554.26914167404174880%
South America200716.24808692932129108.2415847778320374%
South America201885.7327194213867222.54486274719238358%
South America2013115.6230850219726633.7848052978515655%
South America200144.55994415283203144.0771636962890653%
South America202039.7613258361816414.88510227203369146%
South America202260.5524139404296923.79923629760742244%
South America2012222.301757812587.5179748535156244%
South America201773.0331954956054729.97430610656738342%
South America201952.1879882812525.64863586425781234%
South America202347.8192863464355524.6204357147216832%
South America2014176.346481323242298.7129974365234428%
South America2015136.7989349365234478.3142700195312527%
South America202522.9003353118896514.04348564147949224%
South America202431.45255279541015619.9209117889404322%
South America202147.6602630615234430.35166168212890622%
South America201672.8880310058593851.23998641967773417%
South America200272.8325653076171954.2301177978515615%
Lower-middle-income countries20020.96192169189453121.2334886789321912%
South America200423.89300155639648429.7784976959228511%
South America200519.9393997192382816.08398818969726611%
Lower-middle-income countries20157.7161808013916029.4077033996582039.9%
Upper-middle-income countries1991134.0605010986328114.964118957519537.7%
Lower-middle-income countries200018.4227371215820320.2737598419189454.8%
Upper-middle-income countries200426.72508239746093828.9651241302490234.0%
Lower-middle-income countries200913.54848003387451214.6397657394409183.9%
South America200863.6359062194824268.637741088867193.8%
Lower-middle-income countries201218.20131683349609419.5902595520019533.7%
Lower-middle-income countries201414.9596691131591816.043647766113283.5%
Lower-middle-income countries201313.8956327438354514.8894100189208983.5%
Upper-middle-income countries1992881.5759887695312823.15832519531253.4%
Lower-middle-income countries202115.00700283050537115.7572174072265622.4%
Lower-middle-income countries202318.19613456726074217.35949707031252.4%
Lower-middle-income countries201917.9452171325683618.7803058624267582.3%
Upper-middle-income countries199793.900978088378989.831489562988282.2%
Lower-middle-income countries201732.4064140319824231.0837574005126952.1%
Lower-middle-income countries202010.80366516113281210.4120149612426761.8%
Lower-middle-income countries201639.4371604919433638.019794464111331.8%
Upper-middle-income countries199877.9707412719726675.420822143554691.7%
Upper-middle-income countries200129.5688209533691428.83654212951661.3%
Upper-middle-income countries199940.1792869567871139.19128417968751.2%
Lower-middle-income countries201021.95411872863769522.4570274353027341.1%
Upper-middle-income countries200685.65454101562583.771911621093751.1%
High-income countries199614.17592239379882814.483982086181641.1%
Asia199824.32445144653320323.8585834503173830.97%
Asia199724.57171440124511725.0402641296386720.94%
High-income countries199729.0536499023437529.5764274597167970.89%
High-income countries20188.711879730224618.8649330139160160.87%
Upper-middle-income countries199359.8700218200683660.8758850097656250.83%
Upper-middle-income countries201919.3654041290283219.6743125915527340.79%
High-income countries201518.07851982116699218.3604698181152340.77%
Lower-middle-income countries202415.64481353759765615.4371290206909180.67%
High-income countries201412.78392791748046912.9550342559814450.66%
Upper-middle-income countries200317.72474288940429717.4913311004638670.66%
Upper-middle-income countries1996-80.01178741455078-78.983879089355470.65%
Lower-middle-income countries200143.1452713012695342.600524902343750.64%
High-income countries201610.05429553985595710.169860839843750.57%
Lower-middle-income countries201830.7886753082275431.1366691589355470.56%
Upper-middle-income countries200024.62211418151855524.349235534667970.56%
Upper-middle-income countries199559.252918243408258.621749877929690.54%
Upper-middle-income countries200218.2334995269775418.042472839355470.53%
Upper-middle-income countries200756.92751312255859456.3312606811523440.53%
Upper-middle-income countries202322.7672939300537122.536315917968750.51%
Lower-middle-income countries201125.965209960937526.203592300415040.46%
Lower-middle-income countries200650.6797943115234450.2240219116210940.45%
Upper-middle-income countries2008119.80583190917969118.731658935546880.45%
Lower-middle-income countries200491.2191085815429790.433456420898440.43%
High-income countries200432.5564308166503932.286518096923830.42%
Lower-middle-income countries202219.98119163513183620.1461639404296880.41%
Lower-middle-income countries200324.17267799377441423.984842300415040.39%
High-income countries202216.3916358947753916.2871799468994140.32%
High-income countries200523.2563476562523.1098537445068360.32%
High-income countries20218.7436819076538098.688975334167480.31%
High-income countries202014.80730724334716814.7211399078369140.29%
Upper-middle-income countries201827.5627307891845727.7233161926269530.29%
Upper-middle-income countries200998.1603546142578197.628005981445310.27%
Upper-middle-income countries201528.4865589141845728.6394271850585940.27%
High-income countries199419.9330577850341820.032341003417970.25%
Upper-middle-income countries201637.50811386108398437.6931457519531250.25%
Lower-middle-income countries200513.11889457702636713.0545597076416020.25%
Lower-middle-income countries200823.59366607666015623.4804096221923830.24%
Upper-middle-income countries201337.326648712158237.498703002929690.23%
Upper-middle-income countries202423.55264472961425823.4511070251464840.22%
High-income countries199931.71705627441406231.58240318298340.21%
High-income countries201912.22603130340576212.1753692626953120.21%
High-income countries199832.2547340393066432.128368377685550.20%
Upper-middle-income countries202134.4599685668945334.329727172851560.19%
High-income countries200728.13774490356445328.0319824218750.19%
High-income countries200827.09998512268066426.998596191406250.19%
High-income countries200121.3573684692382821.4329662322998050.18%
Upper-middle-income countries202017.00143623352050817.0602741241455080.17%
Upper-middle-income countries199480.3709793090820380.633728027343750.16%
Upper-middle-income countries201079.6000595092773479.34340667724610.16%
Lower-middle-income countries200725.18901062011718825.108581542968750.16%
~ energy_mix.nuclear_twh 🟢 median anomaly score 0.65%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearnuclear_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearnuclear_twh
High-income countries196571.75502014160156
High-income countries196698.05281829833984
High-income countries1967117.31551361083984
High-income countries1968148.36912536621094
High-income countries1969173.86328125
High-income countries1970221.6153106689453
High-income countries1971312.89105224609375
High-income countries1972427.703125
High-income countries1973567.3094482421875
High-income countries1974732.5711059570312
High-income countries19751017.9917602539062
High-income countries19761178.0472412109375
High-income countries19771465.7613525390625
High-income countries19781721.227294921875
High-income countries19791776.2135009765625
High-income countries20256533.05712890625
Low-income countries19680.0
Low-income countries19690.0
Low-income countries19700.0
Low-income countries19710.0
Low-income countries19720.0
Low-income countries19730.0
Low-income countries19740.0
Low-income countries19750.0
Low-income countries19760.0
Low-income countries19770.0
Low-income countries19780.0
Low-income countries19790.0
Low-income countries20250.0
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19692.19630765914917
Lower-middle-income countries19703.9640676975250244
Lower-middle-income countries19713.0935800075531006
Lower-middle-income countries19723.4149909019470215
Lower-middle-income countries19737.071040153503418
Lower-middle-income countries19747.057647705078125
Lower-middle-income countries19758.343291282653809
Lower-middle-income countries19769.6155424118042
Lower-middle-income countries19776.602315425872803
Lower-middle-income countries19787.36566686630249
Lower-middle-income countries19797.2719221115112305
Lower-middle-income countries2025234.70982360839844
Upper-middle-income countries19655.638082981109619
Upper-middle-income countries19666.254120349884033
Upper-middle-income countries19676.829981803894043
Upper-middle-income countries19689.495013236999512
Upper-middle-income countries196911.008323669433594
Upper-middle-income countries197013.29837703704834
Upper-middle-income countries197116.324996948242188
Upper-middle-income countries197229.797470092773438
Upper-middle-income countries197343.363685607910156
Upper-middle-income countries197468.1715316772461
Upper-middle-income countries197594.34126281738281
Upper-middle-income countries1976123.40812683105469
Upper-middle-income countries1977159.59942626953125
Upper-middle-income countries1978167.75363159179688
Upper-middle-income countries1979188.81729125976562
Upper-middle-income countries20251845.7996826171875
~ Changed values: 662 / 12,710 (5.21%) (40 revised, 207 appeared, 415 disappeared) — showing the 100 most anomalous rows
countryyearnuclear_twh -nuclear_twh +anomaly score
Upper-middle-income countries1986173.8396453857422187.298065185546883.7%
Upper-middle-income countries1987194.0313720703125208.152206420898443.5%
Upper-middle-income countries1985205.36001586914062218.81843566894533.2%
Upper-middle-income countries1989257.4485778808594272.291503906252.8%
Upper-middle-income countries1990294.19091796875308.82714843752.4%
Upper-middle-income countries1988269.3935241699219282.38314819335942.4%
Upper-middle-income countries1991297.7398986816406310.00717163085942.0%
Upper-middle-income countries1983347.8799743652344360.179626464843751.7%
Upper-middle-income countries1984466.689208984375480.57333374023441.5%
Upper-middle-income countries1982309.4669494628906317.422668457031251.3%
Upper-middle-income countries1999366.47271728515625373.620422363281250.97%
Upper-middle-income countries1996374.3708801269531381.58731079101560.95%
Upper-middle-income countries2001407.345458984375414.1735839843750.83%
Upper-middle-income countries2002437.91400146484375445.09606933593750.81%
Upper-middle-income countries2000386.4606018066406392.78359985351560.81%
Upper-middle-income countries2005547.4835205078125556.08825683593750.78%
Upper-middle-income countries2006567.9859008789062576.3088378906250.73%
Upper-middle-income countries2004544.0304565429688551.60772705078120.69%
Upper-middle-income countries2007593.9802856445312602.04827880859380.67%
Upper-middle-income countries2009598.246826171875606.11621093750.65%
Upper-middle-income countries1998372.76177978515625377.64147949218750.65%
Upper-middle-income countries2008613.3501586914062621.13702392578120.63%
Upper-middle-income countries1997389.04400634765625393.95803833007810.63%
Upper-middle-income countries2010622.237060546875630.09613037109380.63%
Upper-middle-income countries2003511.62579345703125517.88000488281250.61%
Upper-middle-income countries2011673.9944458007812682.0939941406250.60%
Upper-middle-income countries2012708.3191528320312715.61810302734380.51%
Upper-middle-income countries2013746.741943359375754.19207763671880.50%
Upper-middle-income countries2014819.5443115234375827.33123779296880.47%
Upper-middle-income countries2015935.1002197265625943.93524169921880.47%
Upper-middle-income countries20161062.857910156251070.40075683593750.35%
Upper-middle-income countries20171174.34240722656251182.62756347656250.35%
Upper-middle-income countries20201504.30175781251513.07141113281250.29%
Upper-middle-income countries20221620.25683593751629.2980957031250.28%
Upper-middle-income countries20241737.2976074218751746.332031250.26%
Upper-middle-income countries20231665.41662597656251674.0488281250.26%
Upper-middle-income countries20181313.5559082031251320.07824707031250.25%
Upper-middle-income countries20191479.26965332031251486.24218750.24%
Upper-middle-income countries20211674.5686035156251680.9260253906250.19%
Upper-middle-income countries1981272.4384765625273.35171508789060.17%
Afghanistan20210.0NaNdisappeared
Afghanistan20220.0NaNdisappeared
Afghanistan20230.0NaNdisappeared
Afghanistan20240.0NaNdisappeared
Angola19650.0NaNdisappeared
Angola19660.0NaNdisappeared
Angola19670.0NaNdisappeared
Angola19680.0NaNdisappeared
Angola19690.0NaNdisappeared
Angola19700.0NaNdisappeared
Angola19710.0NaNdisappeared
Angola19720.0NaNdisappeared
Angola19730.0NaNdisappeared
Angola19740.0NaNdisappeared
Angola19750.0NaNdisappeared
Angola19760.0NaNdisappeared
Angola19770.0NaNdisappeared
Angola19780.0NaNdisappeared
Angola19790.0NaNdisappeared
Angola20250.0NaNdisappeared
Armenia1992NaN0.0appeared
Armenia1993NaN0.0appeared
Armenia1994NaN0.0appeared
Armenia1995NaN0.0appeared
Armenia1996NaN7.216442108154297appeared
Armenia1997NaN4.914053440093994appeared
Armenia1998NaN4.8796892166137695appeared
Armenia1999NaN7.147713661193848appeared
Armenia2000NaN6.3229780197143555appeared
Armenia2001NaN6.828128814697266appeared
Armenia2002NaN7.182077884674072appeared
Armenia2003NaN6.254249572753906appeared
Armenia2004NaN7.577263832092285appeared
Armenia2005NaN8.604747772216797appeared
Armenia2006NaN8.322962760925293appeared
Armenia2007NaN8.06798267364502appeared
Armenia2008NaN7.786884784698486appeared
Armenia2009NaN7.869358539581299appeared
Armenia2010NaN7.859048843383789appeared
Armenia2011NaN8.099596977233887appeared
Armenia2012NaN7.298915863037109appeared
Armenia2013NaN7.450117588043213appeared
Armenia2014NaN7.786884784698486appeared
Armenia2015NaN8.834986686706543appeared
Armenia2016NaN7.542900085449219appeared
Armenia2017NaN8.285162925720215appeared
Armenia2018NaN6.522288799285889appeared
Armenia2019NaN6.9724578857421875appeared
Armenia2020NaN8.769759178161621appeared
Armenia2021NaN6.357388496398926appeared
Armenia2022NaN9.041236877441406appeared
Armenia2023NaN8.632302284240723appeared
Armenia2024NaN9.034364700317383appeared
Bahrain19650.0NaNdisappeared
Bahrain19660.0NaNdisappeared
Bahrain19670.0NaNdisappeared
Bahrain19680.0NaNdisappeared
Bahrain19690.0NaNdisappeared
Bahrain19700.0NaNdisappeared
Bahrain19710.0NaNdisappeared
~ energy_mix.nuclear_per_capita_kwh 🟢 median anomaly score 0.65%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearnuclear_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearnuclear_per_capita_kwh
High-income countries196574.17617797851562
High-income countries1966100.28990936279297
High-income countries1967118.86566162109375
High-income countries1968148.92945861816406
High-income countries1969172.777099609375
High-income countries1970218.0829315185547
High-income countries1971304.8419189453125
High-income countries1972412.56005859375
High-income countries1973542.1543579101562
High-income countries1974693.9229125976562
High-income countries1975956.36962890625
High-income countries19761098.0653076171875
High-income countries19771355.549072265625
High-income countries19781579.6075439453125
High-income countries19791617.677978515625
High-income countries20254594.2666015625
Low-income countries19680.0
Low-income countries19690.0
Low-income countries19700.0
Low-income countries19710.0
Low-income countries19720.0
Low-income countries19730.0
Low-income countries19740.0
Low-income countries19750.0
Low-income countries19760.0
Low-income countries19770.0
Low-income countries19780.0
Low-income countries19790.0
Low-income countries20250.0
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19692.329380750656128
Lower-middle-income countries19704.10491418838501
Lower-middle-income countries19713.1301844120025635
Lower-middle-income countries19723.3757872581481934
Lower-middle-income countries19736.820950508117676
Lower-middle-income countries19746.641503810882568
Lower-middle-income countries19757.658637523651123
Lower-middle-income countries19768.61263656616211
Lower-middle-income countries19775.769880294799805
Lower-middle-income countries19786.281737327575684
Lower-middle-income countries19796.048661231994629
Lower-middle-income countries202579.68661499023438
Upper-middle-income countries19654.157765865325928
Upper-middle-income countries19664.496603488922119
Upper-middle-income countries19674.7901930809021
Upper-middle-income countries19686.492683410644531
Upper-middle-income countries19697.337185859680176
Upper-middle-income countries19708.64477252960205
Upper-middle-income countries197110.358250617980957
Upper-middle-income countries197218.474637985229492
Upper-middle-income countries197326.29393768310547
Upper-middle-income countries197440.47060012817383
Upper-middle-income countries197554.90556335449219
Upper-middle-income countries197670.47421264648438
Upper-middle-income countries197789.49800109863281
Upper-middle-income countries197892.41764831542969
Upper-middle-income countries1979102.19613647460938
Upper-middle-income countries2025596.7456665039062
~ Changed values: 642 / 12,710 (5.05%) (40 revised, 187 appeared, 415 disappeared) — showing the 100 most anomalous rows
countryyearnuclear_per_capita_kwh -nuclear_per_capita_kwh +anomaly score
Upper-middle-income countries198682.696556091308689.098808288574223.7%
Upper-middle-income countries198790.5733261108398497.16489410400393.5%
Upper-middle-income countries198599.51836395263672106.040367126464843.2%
Upper-middle-income countries1989115.8719711303711122.552444458007812.8%
Upper-middle-income countries1990130.06822204589844136.53923034667972.4%
Upper-middle-income countries1988123.44529724121094129.39758300781252.4%
Upper-middle-income countries1991129.51718139648438134.85346984863282.0%
Upper-middle-income countries1983174.8034210205078180.983779907226561.7%
Upper-middle-income countries1984230.31637573242188237.168365478515621.5%
Upper-middle-income countries1982158.41151428222656162.48393249511721.3%
Upper-middle-income countries1999144.88198852539062147.707778930664060.97%
Upper-middle-income countries1996152.8977813720703155.845062255859380.95%
Upper-middle-income countries2001157.80624389648438160.45146179199220.83%
Upper-middle-income countries2002168.0980987548828170.85502624511720.81%
Upper-middle-income countries2000151.21499633789062153.689071655273440.81%
Upper-middle-income countries2005204.5575714111328207.77258300781250.78%
Upper-middle-income countries2006210.31150817871094213.393280029296880.73%
Upper-middle-income countries2004205.1186981201172207.975601196289060.69%
Upper-middle-income countries2007218.01254272460938220.973785400390620.67%
Upper-middle-income countries2009215.58877563476562218.42463684082030.65%
Upper-middle-income countries1998148.9246368408203150.87414550781250.65%
Upper-middle-income countries2008223.1041259765625225.936584472656250.63%
Upper-middle-income countries1997157.12454223632812159.109191894531250.63%
Upper-middle-income countries2010222.15452575683594224.96040344238280.63%
Upper-middle-income countries2003194.64859008789062197.02803039550780.61%
Upper-middle-income countries2011238.45303344726562241.318588256835940.60%
Upper-middle-income countries2012248.2269744873047250.78486633300780.51%
Upper-middle-income countries2013259.1251220703125261.71035766601560.50%
Upper-middle-income countries2014281.6667785644531284.34304809570310.47%
Upper-middle-income countries2015318.43035888671875321.438964843750.47%
Upper-middle-income countries2016358.8448181152344361.39144897460940.35%
Upper-middle-income countries2017393.1588439941406395.93264770507810.35%
Upper-middle-income countries2020493.6417236328125496.51950073242190.29%
Upper-middle-income countries2022528.2243041992188531.1718750.28%
Upper-middle-income countries2024563.4127807617188566.34271240234380.26%
Upper-middle-income countries2023541.7156982421875544.52355957031250.26%
Upper-middle-income countries2018436.32122802734375438.487731933593750.25%
Upper-middle-income countries2019488.0744323730469490.37496948242190.24%
Upper-middle-income countries2021547.3217163085938549.39959716796880.19%
Upper-middle-income countries1981142.1524658203125142.628967285156250.17%
Afghanistan20210.0NaNdisappeared
Afghanistan20220.0NaNdisappeared
Afghanistan20230.0NaNdisappeared
Afghanistan20240.0NaNdisappeared
Angola19650.0NaNdisappeared
Angola19660.0NaNdisappeared
Angola19670.0NaNdisappeared
Angola19680.0NaNdisappeared
Angola19690.0NaNdisappeared
Angola19700.0NaNdisappeared
Angola19710.0NaNdisappeared
Angola19720.0NaNdisappeared
Angola19730.0NaNdisappeared
Angola19740.0NaNdisappeared
Angola19750.0NaNdisappeared
Angola19760.0NaNdisappeared
Angola19770.0NaNdisappeared
Angola19780.0NaNdisappeared
Angola19790.0NaNdisappeared
Angola20250.0NaNdisappeared
Armenia1992NaN0.0appeared
Armenia1993NaN0.0appeared
Armenia1994NaN0.0appeared
Armenia1995NaN0.0appeared
Armenia1996NaN2200.981689453125appeared
Armenia1997NaN1513.7435302734375appeared
Armenia1998NaN1520.9110107421875appeared
Armenia1999NaN2256.734130859375appeared
Armenia2000NaN2022.9451904296875appeared
Armenia2001NaN2213.79833984375appeared
Armenia2002NaN2350.436279296875appeared
Armenia2003NaN2058.01220703125appeared
Armenia2004NaN2506.916015625appeared
Armenia2005NaN2862.181396484375appeared
Armenia2006NaN2783.254150390625appeared
Armenia2007NaN2712.08642578125appeared
Armenia2008NaN2630.707763671875appeared
Armenia2009NaN2671.63818359375appeared
Armenia2010NaN2681.278076171875appeared
Armenia2011NaN2770.732666015625appeared
Armenia2012NaN2497.465576171875appeared
Armenia2013NaN2549.204833984375appeared
Armenia2014NaN2664.521240234375appeared
Armenia2015NaN3024.459228515625appeared
Armenia2016NaN2584.25048828125appeared
Armenia2017NaN2842.28466796875appeared
Armenia2018NaN2241.358642578125appeared
Armenia2019NaN2401.0048828125appeared
Armenia2020NaN3033.581298828125appeared
Armenia2021NaN2214.8564453125appeared
Armenia2022NaN3138.359375appeared
Armenia2023NaN2932.767578125appeared
Armenia2024NaN3037.942626953125appeared
Bahrain19650.0NaNdisappeared
Bahrain19660.0NaNdisappeared
Bahrain19670.0NaNdisappeared
Bahrain19680.0NaNdisappeared
Bahrain19690.0NaNdisappeared
Bahrain19700.0NaNdisappeared
Bahrain19710.0NaNdisappeared
~ energy_mix.solar_twh 🟢 median anomaly score 0.64%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_twh
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.0
High-income countries19790.0
High-income countries20251110.531005859375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries2025225.45237731933594
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries20251438.0623779296875
~ Changed values: 6,021 / 12,710 (47.37%) (73 revised, 5,942 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearsolar_twh -solar_twh +anomaly score
Lower-middle-income countries20060.0137340100482106210.02613401040434837331%
Lower-middle-income countries20000.007280694320797920.011380693875253222%
Lower-middle-income countries20050.0226848162710666660.0339848175644874620%
Lower-middle-income countries20020.0142983160912990570.02059831656515598318%
Lower-middle-income countries20010.0120251104235649110.017225110903382318%
Lower-middle-income countries20030.018112620338797570.0254126209765672717%
Lower-middle-income countries20040.0211968161165714260.029496816918253916%
Lower-middle-income countries20100.198393896222114560.251693904399871812%
Lower-middle-income countries20080.081457011401653290.09695701301097878.7%
Lower-middle-income countries20090.112010009586811070.132710009813308728.5%
Lower-middle-income countries20070.069550007581710820.081950008869171148.2%
Lower-middle-income countries201613.75045680999755915.2985563278198245.3%
Lower-middle-income countries20157.7934460639953618.6568460464477545.2%
Lower-middle-income countries201724.60109138488769526.501491546630863.7%
Lower-middle-income countries2022112.71826934814453119.876159667968753.1%
Lower-middle-income countries201840.1977195739746142.730819702148443.1%
Lower-middle-income countries201953.723133087158257.069831848144533.0%
Lower-middle-income countries202183.4472045898437588.566703796386723.0%
Lower-middle-income countries20145.5236454010009775.8380455970764162.8%
Lower-middle-income countries20133.8029170036315924.0185170173645022.8%
Lower-middle-income countries2023135.81854248046875143.5156252.8%
Lower-middle-income countries20111.2250918149948121.29439175128936772.8%
Lower-middle-income countries202070.9755249023437574.925521850585942.7%
Lower-middle-income countries2024170.03445434570312178.827972412109382.5%
Lower-middle-income countries20122.8302261829376222.95742630958557132.2%
Upper-middle-income countries20080.239729523658752440.247829526662826541.7%
Upper-middle-income countries20100.84525680541992190.86685681343078611.3%
Upper-middle-income countries20090.38222375512123110.39042374491691591.1%
Upper-middle-income countries201311.03425788879394511.2236576080322270.85%
Upper-middle-income countries19990.024026000872254370.024426002055406570.83%
Upper-middle-income countries2020335.98504638671875341.00485229492190.74%
Upper-middle-income countries2021435.5634460449219442.05935668945310.74%
Upper-middle-income countries2019274.9207458496094278.89343261718750.72%
Upper-middle-income countries2022557.2894897460938565.24768066406250.71%
Upper-middle-income countries19980.0210170000791549680.0213170014321804050.71%
Upper-middle-income countries201677.5244674682617278.574768066406250.67%
Upper-middle-income countries2017135.28941345214844137.036117553710940.64%
Upper-middle-income countries2018206.13015747070312208.72724914550780.63%
Upper-middle-income countries20124.71385192871093754.7731518745422360.63%
Upper-middle-income countries20000.040603011846542360.041103012859821320.61%
Upper-middle-income countries2023755.044921875763.621093750.56%
Upper-middle-income countries201546.4968986511230547.019699096679690.56%
Upper-middle-income countries20112.8974142074584962.92551422119140620.48%
Upper-middle-income countries20010.053414847701787950.053914844989776610.47%
Upper-middle-income countries20241059.94323730468751069.72448730468750.46%
Upper-middle-income countries201427.8625221252441428.109422683715820.44%
Upper-middle-income countries20050.125756978988647460.12685696780681610.44%
Upper-middle-income countries20040.11206080019474030.11296080052852630.40%
Upper-middle-income countries20070.189372539520263670.190872535109519960.39%
Upper-middle-income countries20020.074599362909793850.075099363923072810.33%
Upper-middle-income countries20060.16704764962196350.168147653341293330.33%
Upper-middle-income countries20030.094773992896080020.095373988151550290.32%
High-income countries2019368.59912109375370.553527832031250.26%
High-income countries2021525.5001220703125528.24371337890620.26%
High-income countries2022647.66748046875650.92156982421880.25%
High-income countries2020440.9230041503906443.12899780273440.25%
High-income countries2018321.52459716796875323.05300903320310.24%
High-income countries2023762.835205078125766.28942871093750.23%
High-income countries2024907.8031616210938911.68511962890620.21%
High-income countries2017279.3890075683594280.4121093750.18%
High-income countries2016232.6374053955078233.34001159667970.15%
High-income countries2015199.79867553710938200.230865478515620.11%
High-income countries2014162.6118927001953162.84757995605470.07%
Upper-middle-income countries19970.0170000009238719940.0170200001448392870.06%
High-income countries2013122.8437728881836122.98207855224610.06%
High-income countries201293.2425003051757893.32900238037110.05%
High-income countries20054.00993585586547854.0121359825134280.03%
High-income countries20077.5050015449523937.5084013938903810.02%
High-income countries20065.54301214218139655.5453124046325680.02%
High-income countries201032.64028930664062532.653591156005860.02%
High-income countries200920.45818138122558620.46558189392090.02%
High-income countries201161.17920303344726661.2001037597656250.02%
High-income countries200812.28626346588134812.2896642684936520.01%
Afghanistan1980NaN0.0appeared
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
Afghanistan1987NaN0.0appeared
Afghanistan1988NaN0.0appeared
Afghanistan1989NaN0.0appeared
Afghanistan1990NaN0.0appeared
Afghanistan1991NaN0.0appeared
Afghanistan1992NaN0.0appeared
Afghanistan1993NaN0.0appeared
Afghanistan1994NaN0.0appeared
Afghanistan1995NaN0.0appeared
Afghanistan1996NaN0.0appeared
Afghanistan1997NaN0.0appeared
Afghanistan1998NaN0.0appeared
Afghanistan1999NaN0.0appeared
Afghanistan2000NaN0.0appeared
Afghanistan2001NaN0.0appeared
Afghanistan2002NaN0.0appeared
Afghanistan2003NaN0.0appeared
Afghanistan2004NaN0.0appeared
Afghanistan2005NaN0.0appeared
Afghanistan2006NaN0.0appeared
~ energy_mix.solar_per_capita_kwh 🟢 median anomaly score 0.64%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_per_capita_kwh
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.0
High-income countries19790.0
High-income countries2025780.9629516601562
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries202576.54360961914062
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries2025464.92449951171875
~ Changed values: 5,942 / 12,710 (46.75%) (73 revised, 5,863 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearsolar_per_capita_kwh -solar_per_capita_kwh +anomaly score
Lower-middle-income countries20060.0062051811255514620.01180764194577932431%
Lower-middle-income countries20000.00368707091547548770.00576338265091180822%
Lower-middle-income countries20050.0104347448796033860.01563261076807975820%
Lower-middle-income countries20020.006957784760743380.01002346351742744418%
Lower-middle-income countries20010.00596735998988151550.00854781642556190518%
Lower-middle-income countries20030.0086476597934961320.01213296037167310717%
Lower-middle-income countries20040.0099309477955102920.01381959207355976116%
Lower-middle-income countries20100.083584137260913850.1060396432876586912%
Lower-middle-income countries20080.035529095679521560.042289730161428458.7%
Lower-middle-income countries20090.048016190528869630.0568898133933544168.5%
Lower-middle-income countries20070.0308686923235654830.0363722406327724468.2%
Lower-middle-income countries20165.2629389762878425.855468755.3%
Lower-middle-income countries20153.02762651443481453.36304330825805665.2%
Lower-middle-income countries20179.2801771163940439.9970588684082033.7%
Lower-middle-income countries202239.791980743408242.3188705444335943.1%
Lower-middle-income countries201814.95416355133056615.8965148925781253.1%
Lower-middle-income countries201919.7164440155029320.9446849822998053.0%
Lower-middle-income countries202129.83156204223632831.6617336273193363.0%
Lower-middle-income countries20142.1786401271820072.30264616012573242.8%
Lower-middle-income countries20131.52393937110900881.61033654212951662.8%
Lower-middle-income countries202347.32497406005859450.0069618225097662.8%
Lower-middle-income countries20110.50739622116088870.53609818220138552.8%
Lower-middle-income countries202025.69920158386230527.1294364929199222.7%
Lower-middle-income countries202458.48031616210937561.504692077636722.5%
Lower-middle-income countries20121.1528235673904421.20463538169860842.2%
Upper-middle-income countries20080.08720083534717560.090147182345390321.7%
Upper-middle-income countries20100.301778256893157960.309490025043487551.3%
Upper-middle-income countries20090.13774105906486510.140696063637733461.1%
Upper-middle-income countries20133.82897114753723143.89469408988952640.85%
Upper-middle-income countries19990.0094984825700521470.0096566192805767060.83%
Upper-middle-income countries2020110.25463104248047111.901893615722660.74%
Upper-middle-income countries2021142.3610382080078144.484191894531250.74%
Upper-middle-income countries201990.708129882812592.018890380859380.72%
Upper-middle-income countries2022181.68344116210938184.277923583984380.71%
Upper-middle-income countries19980.0083966469392180440.0085165016353130340.71%
Upper-middle-income countries201626.1740112304687526.5286159515380860.67%
Upper-middle-income countries201745.2936286926269545.87840652465820.64%
Upper-middle-income countries201868.4698410034179769.332511901855470.63%
Upper-middle-income countries20121.65194630622863771.67272770404815670.63%
Upper-middle-income countries20000.0158872194588184360.016082862392067910.61%
Upper-middle-income countries2023245.5960235595703248.38562011718750.56%
Upper-middle-income countries201515.83362293243408216.011651992797850.56%
Upper-middle-income countries20111.0250785350799561.03501999378204350.48%
Upper-middle-income countries20010.0206929910928010940.020886691287159920.47%
Upper-middle-income countries2024343.7439880371094346.916076660156250.46%
Upper-middle-income countries20149.575988769531259.6608448028564450.44%
Upper-middle-income countries20050.046986877918243410.047397874295711520.44%
Upper-middle-income countries20040.042250879108905790.042590212076902390.40%
Upper-middle-income countries20070.069506667554378510.07005722075700760.39%
Upper-middle-income countries20020.0286357868462800980.0288277156651020050.33%
Upper-middle-income countries20060.061853721737861630.0622610300779342650.33%
Upper-middle-income countries20030.0360568687319755550.036285139620304110.32%
High-income countries2019263.2575378417969264.653381347656250.26%
High-income countries2021374.05517578125376.00808715820310.26%
High-income countries2022459.3020324707031461.60971069335940.25%
High-income countries2020314.1258544921875315.69747924804690.25%
High-income countries2018230.62249755859375231.71879577636720.24%
High-income countries2023538.42333984375540.86138916015620.23%
High-income countries2024639.2186889648438641.95214843750.21%
High-income countries2017201.27525329589844202.012298583984380.18%
High-income countries2016168.46861267089844168.977401733398440.15%
High-income countries2015145.59596252441406145.910903930664060.11%
High-income countries2014119.25255584716797119.425399780273440.07%
Upper-middle-income countries19970.0068658487871289250.0068739256821572780.06%
High-income countries201390.6282348632812590.730270385742190.06%
High-income countries201269.1963348388671969.260536193847660.05%
High-income countries20053.1093468666076663.1110529899597170.03%
High-income countries20075.7481002807617195.7507042884826660.02%
High-income countries20064.2735075950622564.2752809524536130.02%
High-income countries201024.5197010040283224.5296936035156250.02%
High-income countries200915.4597406387329115.4653329849243160.02%
High-income countries201145.68044281005859445.6960487365722660.02%
High-income countries20089.3441076278686529.3466939926147460.01%
Afghanistan1980NaN0.0appeared
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
Afghanistan1987NaN0.0appeared
Afghanistan1988NaN0.0appeared
Afghanistan1989NaN0.0appeared
Afghanistan1990NaN0.0appeared
Afghanistan1991NaN0.0appeared
Afghanistan1992NaN0.0appeared
Afghanistan1993NaN0.0appeared
Afghanistan1994NaN0.0appeared
Afghanistan1995NaN0.0appeared
Afghanistan1996NaN0.0appeared
Afghanistan1997NaN0.0appeared
Afghanistan1998NaN0.0appeared
Afghanistan1999NaN0.0appeared
Afghanistan2000NaN0.0appeared
Afghanistan2001NaN0.0appeared
Afghanistan2002NaN0.0appeared
Afghanistan2003NaN0.0appeared
Afghanistan2004NaN0.0appeared
Afghanistan2005NaN0.0appeared
Afghanistan2006NaN0.0appeared
~ energy_mix.nuclear_annual_change_twh 🟢 median anomaly score 0.64%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearnuclear_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearnuclear_annual_change_twh
High-income countries1965NaN
High-income countries196626.29779815673828
High-income countries196719.2626953125
High-income countries196831.053611755371094
High-income countries196925.494155883789062
High-income countries197047.75202941894531
High-income countries197191.27574157714844
High-income countries1972114.81207275390625
High-income countries1973139.6063232421875
High-income countries1974165.26165771484375
High-income countries1975285.420654296875
High-income countries1976160.05548095703125
High-income countries1977287.714111328125
High-income countries1978255.4659423828125
High-income countries197954.9862060546875
High-income countries2025-17.4296875
Low-income countries1968NaN
Low-income countries19690.0
Low-income countries19700.0
Low-income countries19710.0
Low-income countries19720.0
Low-income countries19730.0
Low-income countries19740.0
Low-income countries19750.0
Low-income countries19760.0
Low-income countries19770.0
Low-income countries19780.0
Low-income countries19790.0
Low-income countries20250.0
Lower-middle-income countries1965NaN
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19692.19630765914917
Lower-middle-income countries19701.7677600383758545
Lower-middle-income countries1971-0.8704876899719238
Lower-middle-income countries19720.3214108943939209
Lower-middle-income countries19733.6560492515563965
Lower-middle-income countries1974-0.013392448425292969
Lower-middle-income countries19751.2856435775756836
Lower-middle-income countries19761.2722511291503906
Lower-middle-income countries1977-3.0132269859313965
Lower-middle-income countries19780.7633514404296875
Lower-middle-income countries1979-0.09374475479125977
Lower-middle-income countries2025-0.1347808837890625
Upper-middle-income countries1965NaN
Upper-middle-income countries19660.6160373687744141
Upper-middle-income countries19670.5758614540100098
Upper-middle-income countries19682.6650314331054688
Upper-middle-income countries19691.513310432434082
Upper-middle-income countries19702.290053367614746
Upper-middle-income countries19713.0266199111938477
Upper-middle-income countries197213.47247314453125
Upper-middle-income countries197313.566215515136719
Upper-middle-income countries197424.807846069335938
Upper-middle-income countries197526.16973114013672
Upper-middle-income countries197629.066864013671875
Upper-middle-income countries197736.19129943847656
Upper-middle-income countries19788.154205322265625
Upper-middle-income countries197921.06365966796875
Upper-middle-income countries2025108.5020751953125
~ Changed values: 665 / 12,710 (5.23%) (46 revised, 202 appeared, 417 disappeared) — showing the 100 most anomalous rows
countryyearnuclear_annual_change_twh -nuclear_annual_change_twh +anomaly score
Upper-middle-income countries1992-6.039794921875-18.3070678710937550%
Upper-middle-income countries19913.5489807128906251.180029153823852550%
Upper-middle-income countries1999-6.2890625-4.021041870117187522%
Upper-middle-income countries20053.453063964843754.48053073883056613%
Upper-middle-income countries199632.66012573242187539.8765563964843759.9%
Upper-middle-income countries198237.02847290039062544.0709533691406258.7%
Upper-middle-income countries199714.67312622070312512.370724678039558.5%
Upper-middle-income countries1989-11.9449462890625-10.0916604995727548.4%
Upper-middle-income countries198338.4130249023437542.7569541931152345.4%
Upper-middle-income countries202025.032104492187526.8292407989501953.5%
Upper-middle-income countries2022-54.311767578125-51.62794113159182.5%
Upper-middle-income countries200019.98788452148437519.1631507873535162.1%
Upper-middle-income countries200432.404663085937533.7276992797851562.0%
Upper-middle-income countries198720.19172668457031220.8541412353515621.6%
Upper-middle-income countries200120.88485717773437521.389987945556641.2%
Upper-middle-income countries201234.3247070312533.5240859985351561.2%
Upper-middle-income countries198141.33755493164062542.250793457031251.1%
Upper-middle-income countries198875.3621520996093874.230949401855470.76%
Upper-middle-income countries200819.36987304687519.088779449462890.73%
Upper-middle-income countries2021170.266845703125167.854644775390620.71%
Upper-middle-income countries200620.5023803710937520.2205772399902340.69%
Upper-middle-income countries1984118.80923461914062120.393730163574220.66%
Upper-middle-income countries2018139.2135009765625137.450653076171880.64%
Upper-middle-income countries200373.711791992187572.78395843505860.63%
Upper-middle-income countries200230.5685424804687530.9225006103515620.58%
Upper-middle-income countries2016127.7576904296875126.465515136718750.51%
Upper-middle-income countries200725.99438476562525.739414215087890.49%
Upper-middle-income countries202345.159790039062544.7507629394531250.45%
Upper-middle-income countries2015115.555908203125116.604019165039060.45%
Upper-middle-income countries2017111.4844970703125112.226814270019530.33%
Upper-middle-income countries199036.74234008789062536.53565597534180.28%
Upper-middle-income countries202471.880981445312572.283096313476560.28%
Upper-middle-income countries2009-15.10333251953125-15.0208282470703120.27%
Upper-middle-income countries201151.7573852539062551.997909545898440.23%
Upper-middle-income countries201472.802368164062573.139160156250.23%
Upper-middle-income countries201338.4227905273437538.573966979980470.20%
Upper-middle-income countries2019165.7137451171875166.163925170898440.14%
Upper-middle-income countries1998-16.2822265625-16.3165645599365230.11%
Upper-middle-income countries1985-261.3291931152344-261.75491333007810.08%
Upper-middle-income countries201023.99023437523.979898452758790.02%
High-income countries201316.7304687516.7310638427734380.00%
High-income countries2016-12.4521484375-12.4525403976440430.00%
Lower-middle-income countries2007-0.04559326171875-0.0455923080444335940.00%
High-income countries2015-22.46240234375-22.462110519409180.00%
High-income countries201844.1538085937544.1542663574218750.00%
Lower-middle-income countries2020-0.5535125732421875-0.55351829528808590.00%
Afghanistan20210.0NaNdisappeared
Afghanistan20220.0NaNdisappeared
Afghanistan20230.0NaNdisappeared
Afghanistan20240.0NaNdisappeared
Angola19660.0NaNdisappeared
Angola19670.0NaNdisappeared
Angola19680.0NaNdisappeared
Angola19690.0NaNdisappeared
Angola19700.0NaNdisappeared
Angola19710.0NaNdisappeared
Angola19720.0NaNdisappeared
Angola19730.0NaNdisappeared
Angola19740.0NaNdisappeared
Angola19750.0NaNdisappeared
Angola19760.0NaNdisappeared
Angola19770.0NaNdisappeared
Angola19780.0NaNdisappeared
Angola19790.0NaNdisappeared
Angola19800.0NaNdisappeared
Angola20250.0NaNdisappeared
Armenia1993NaN0.0appeared
Armenia1994NaN0.0appeared
Armenia1995NaN0.0appeared
Armenia1996NaN7.216442108154297appeared
Armenia1997NaN-2.3023886680603027appeared
Armenia1998NaN-0.03436422348022461appeared
Armenia1999NaN2.268024444580078appeared
Armenia2000NaN-0.8247356414794922appeared
Armenia2001NaN0.5051507949829102appeared
Armenia2002NaN0.35394906997680664appeared
Armenia2003NaN-0.927828311920166appeared
Armenia2004NaN1.323014259338379appeared
Armenia2005NaN1.0274839401245117appeared
Armenia2006NaN-0.2817850112915039appeared
Armenia2007NaN-0.25498008728027344appeared
Armenia2008NaN-0.2810978889465332appeared
Armenia2009NaN0.0824737548828125appeared
Armenia2010NaN-0.010309696197509766appeared
Armenia2011NaN0.24054813385009766appeared
Armenia2012NaN-0.8006811141967773appeared
Armenia2013NaN0.15120172500610352appeared
Armenia2014NaN0.33676719665527344appeared
Armenia2015NaN1.0481019020080566appeared
Armenia2016NaN-1.2920866012573242appeared
Armenia2017NaN0.7422628402709961appeared
Armenia2018NaN-1.7628741264343262appeared
Armenia2019NaN0.45016908645629883appeared
Armenia2020NaN1.7973012924194336appeared
Armenia2021NaN-2.4123706817626953appeared
Armenia2022NaN2.6838483810424805appeared
Armenia2023NaN-0.4089345932006836appeared
Armenia2024NaN0.40206241607666016appeared
Bahrain19660.0NaNdisappeared
Bahrain19670.0NaNdisappeared
~ energy_mix.biofuels_twh 🟢 median anomaly score 0.54%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearbiofuels_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearbiofuels_twh
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.0
High-income countries19790.0
High-income countries2025759.2635498046875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries202569.15196990966797
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19703.6049888134002686
Upper-middle-income countries19713.4898133277893066
Upper-middle-income countries19724.304110527038574
Upper-middle-income countries19733.582667350769043
Upper-middle-income countries19743.3467154502868652
Upper-middle-income countries19753.2140583992004395
Upper-middle-income countries19762.949300527572632
Upper-middle-income countries19776.429758071899414
Upper-middle-income countries197811.557997703552246
Upper-middle-income countries197915.896215438842773
Upper-middle-income countries2025575.8397216796875
~ Changed values: 8,676 / 12,710 (68.26%) (84 revised, 8,592 appeared) — showing the 100 most anomalous rows
countryyearbiofuels_twh -biofuels_twh +anomaly score
High-income countries19890.020.96844482421875100%
High-income countries19880.020.64360237121582100%
High-income countries19870.020.205955505371094100%
High-income countries19860.017.53724479675293100%
High-income countries19850.015.249777793884277100%
High-income countries19840.012.615534782409668100%
High-income countries19830.010.293599128723145100%
High-income countries19820.05.7186665534973145100%
High-income countries19810.02.0587198734283447100%
Lower-middle-income countries20142.992752790451054.21561145782470717%
Lower-middle-income countries20153.5916047096252444.83066940307617215%
Lower-middle-income countries20122.9461531639099123.909638881683349614%
Lower-middle-income countries20133.4288184642791754.40698051452636712%
Lower-middle-income countries20175.467463016510016.97522878646850612%
Lower-middle-income countries202012.18209075927734414.8640604019165049.9%
Lower-middle-income countries20101.49341917037963871.82113707065582289.9%
Lower-middle-income countries20113.19115853309631353.84659147262573249.3%
Lower-middle-income countries201810.54421043395996112.6125450134277348.9%
Lower-middle-income countries201912.99557781219482415.4052724838256848.5%
Lower-middle-income countries20167.59026050567626958.87286090850837.8%
Lower-middle-income countries202119.67670059204101622.741523742675787.2%
Lower-middle-income countries202228.01564407348632831.278747558593755.5%
Lower-middle-income countries202334.33682250976562537.771877288818364.8%
Lower-middle-income countries202449.7326927185058653.278881072998053.4%
Upper-middle-income countries2011210.6957244873047215.738830566406251.2%
Upper-middle-income countries2012219.96266174316406225.112777709960941.2%
Upper-middle-income countries2009198.3667755126953202.56794738769531.0%
Upper-middle-income countries2010216.0667266845703220.584121704101561.0%
Upper-middle-income countries2013268.53082275390625273.70959472656250.96%
Upper-middle-income countries2014298.9414978027344304.43887329101560.91%
Upper-middle-income countries2024546.8321533203125555.302246093750.77%
Upper-middle-income countries2023487.69622802734375495.10360717773440.75%
Upper-middle-income countries2022443.2180480957031449.86221313476560.74%
Upper-middle-income countries2018377.7337646484375382.91470336914060.68%
Upper-middle-income countries199073.801757812574.792716979980470.67%
Upper-middle-income countries2021427.16094970703125432.67501831054690.64%
Upper-middle-income countries2020420.2195129394531425.633239746093750.64%
Upper-middle-income countries2019437.3375549316406442.81076049804690.62%
Upper-middle-income countries199175.06762695312575.982353210449220.61%
Upper-middle-income countries2017322.1843566894531326.04635620117190.60%
Upper-middle-income countries2016318.73193359375322.40560913085940.57%
Upper-middle-income countries199273.6009063720703174.403488159179690.54%
Upper-middle-income countries200698.6445770263671999.698699951171880.53%
Upper-middle-income countries199377.747924804687578.395858764648440.41%
Upper-middle-income countries2015317.234619140625319.847473144531250.41%
Upper-middle-income countries2007128.71116638183594129.688827514648440.38%
Upper-middle-income countries199483.5431213378906284.114830017089840.34%
Upper-middle-income countries200595.2626190185546995.87243652343750.32%
Upper-middle-income countries2008178.32395935058594179.371368408203120.29%
Upper-middle-income countries199885.9650344848632886.460510253906250.29%
Upper-middle-income countries200075.999534606933676.435218811035160.29%
Upper-middle-income countries200171.3146820068359471.703445434570310.27%
Upper-middle-income countries200379.030982971191479.45786285400390.27%
Upper-middle-income countries199786.5866394042968887.044006347656250.26%
Upper-middle-income countries199587.07934570312587.536712646484380.26%
Upper-middle-income countries200279.5277252197265679.916488647460940.24%
Upper-middle-income countries199986.1763076782226686.59555816650390.24%
Upper-middle-income countries199689.983421325683690.403816223144530.23%
Upper-middle-income countries198224.805791854858424.9201335906982420.23%
Upper-middle-income countries200488.6078033447265688.989982604980470.22%
Upper-middle-income countries198444.1403121948242244.293186187744140.17%
Upper-middle-income countries198335.6383323669433635.75267410278320.16%
Upper-middle-income countries198874.0576477050781274.286956787109380.15%
Upper-middle-income countries198770.3252868652343870.515853881835940.14%
High-income countries2014558.3742065429688559.7597656250.12%
Upper-middle-income countries198980.0622177124023480.25278472900390.12%
High-income countries2016605.3734741210938606.748535156250.11%
High-income countries2015571.7173461914062572.97967529296880.11%
Upper-middle-income countries198117.817743301391617.8558578491210940.11%
Upper-middle-income countries198554.0916557312011754.2059974670410160.11%
High-income countries2013541.3736572265625542.49566650390620.10%
High-income countries2020629.0001220703125630.15661621093750.09%
High-income countries2012518.7341918945312519.61315917968750.08%
High-income countries2021674.3085327148438675.41925048828120.08%
Upper-middle-income countries198669.4620742797851669.538299560546880.05%
High-income countries2022715.6553955078125716.4147949218750.05%
High-income countries2018643.1228637695312643.769042968750.05%
High-income countries2019668.2919311523438668.9499511718750.05%
High-income countries2017622.6937255859375623.29943847656250.05%
High-income countries2024804.6546020507812805.39019775390620.05%
High-income countries2023790.236083984375790.95782470703120.05%
High-income countries2011498.56292724609375498.87048339843750.03%
High-income countries2010457.0640869140625457.1828613281250.01%
High-income countries200259.37524414062559.38670730590820.01%
Afghanistan1980NaN0.0appeared
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
Afghanistan1987NaN0.0appeared
Afghanistan1988NaN0.0appeared
Afghanistan1989NaN0.0appeared
Afghanistan1990NaN0.0appeared
Afghanistan1991NaN0.0appeared
Afghanistan1992NaN0.0appeared
Afghanistan1993NaN0.0appeared
Afghanistan1994NaN0.0appeared
Afghanistan1995NaN0.0appeared
~ energy_mix.biofuels_per_capita_kwh 🟢 median anomaly score 0.54%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearbiofuels_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearbiofuels_per_capita_kwh
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.0
High-income countries19790.0
High-income countries2025533.9398193359375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries202523.477869033813477
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19702.3434669971466064
Upper-middle-income countries19712.2142951488494873
Upper-middle-income countries19722.6685783863067627
Upper-middle-income countries19732.1723806858062744
Upper-middle-income countries19741.9868056774139404
Upper-middle-income countries19751.8705462217330933
Upper-middle-income countries19761.6842459440231323
Upper-middle-income countries19773.6055924892425537
Upper-middle-income countries19786.367450714111328
Upper-middle-income countries19798.603723526000977
Upper-middle-income countries2025186.16854858398438
~ Changed values: 8,504 / 12,710 (66.91%) (84 revised, 8,420 appeared) — showing the 100 most anomalous rows
countryyearbiofuels_per_capita_kwh -biofuels_per_capita_kwh +anomaly score
High-income countries19890.017.77144432067871100%
High-income countries19880.017.621654510498047100%
High-income countries19870.017.37317657470703100%
High-income countries19860.015.187238693237305100%
High-income countries19850.013.299018859863281100%
High-income countries19840.011.076517105102539100%
High-income countries19830.09.100115776062012100%
High-income countries19820.05.091484069824219100%
High-income countries19810.01.846220850944519100%
Lower-middle-income countries20141.1804037094116211.662724375724792517%
Lower-middle-income countries20151.39527976512908941.876636147499084515%
Lower-middle-income countries20121.20004355907440191.592496037483215314%
Lower-middle-income countries20131.37402725219726561.76600527763366712%
Lower-middle-income countries20172.06247067451477052.63123941421508812%
Lower-middle-income countries20204.4109573364257815.3820590972900399.9%
Lower-middle-income countries20100.62918341159820560.76725226640701299.9%
Lower-middle-income countries20111.32168197631835941.59314250946044929.3%
Lower-middle-income countries20183.92260670661926274.6920585632324228.9%
Lower-middle-income countries20194.7693901062011725.6537508964538578.5%
Lower-middle-income countries20162.90514564514160163.39605617523193367.8%
Lower-middle-income countries20217.0342288017272958.1298732757568367.2%
Lower-middle-income countries20229.89012718200683611.0420732498168955.5%
Lower-middle-income countries202311.964413642883313.1613340377807624.8%
Lower-middle-income countries202417.10467147827148418.3243217468261723.4%
Upper-middle-income countries201174.542213439941476.3264160156251.2%
Upper-middle-income countries201277.084838867187578.88967132568361.2%
Upper-middle-income countries200971.484962463378972.99892425537111.0%
Upper-middle-income countries201077.1413421630859478.754165649414061.0%
Upper-middle-income countries201393.182228088378994.979301452636720.96%
Upper-middle-income countries2014102.7423324584961104.631706237792970.91%
Upper-middle-income countries2024177.33993530273438180.086822509765620.77%
Upper-middle-income countries2023158.63461303710938161.044036865234380.75%
Upper-middle-income countries2022144.4947052001953146.660781860351560.74%
Upper-middle-income countries2018125.47106170654297127.192008972167970.68%
Upper-middle-income countries199032.6293678283691433.06749343872070.67%
Upper-middle-income countries2021139.61473083496094141.416976928710940.64%
Upper-middle-income countries2020137.89645385742188139.672988891601560.64%
Upper-middle-income countries2019144.29640197753906146.10224914550780.62%
Upper-middle-income countries199132.65450286865234433.052410125732420.61%
Upper-middle-income countries2017107.86430358886719109.157264709472660.60%
Upper-middle-income countries2016107.61109924316406108.851409912109380.57%
Upper-middle-income countries199231.56421279907226631.9084053039550780.54%
Upper-middle-income countries200636.5257110595703136.91602706909180.53%
Upper-middle-income countries199332.9062042236328133.180435180664060.41%
Upper-middle-income countries2015108.02813720703125108.917892456054690.41%
Upper-middle-income countries200747.2417182922363347.600559234619140.38%
Upper-middle-income countries199434.9297485351562535.168781280517580.34%
Upper-middle-income countries200535.5932006835937535.8210487365722660.32%
Upper-middle-income countries200864.8647613525390665.24575042724610.29%
Upper-middle-income countries199834.34448242187534.542434692382810.29%
Upper-middle-income countries200029.7372360229492229.9077110290527340.29%
Upper-middle-income countries200127.6274147033691427.778022766113280.27%
Upper-middle-income countries200330.06742477416992230.229831695556640.27%
Upper-middle-income countries199734.9700431823730535.1547622680664060.26%
Upper-middle-income countries199535.97977447509765636.168750762939450.26%
Upper-middle-income countries200230.52759170532226630.676824569702150.24%
Upper-middle-income countries199934.06909561157226634.234844207763670.24%
Upper-middle-income countries199636.75036239624023436.922058105468750.23%
Upper-middle-income countries198212.69771480560302712.7562446594238280.23%
Upper-middle-income countries200433.4082717895507833.5523643493652340.22%
Upper-middle-income countries198421.78374099731445321.859186172485350.17%
Upper-middle-income countries198317.90762138366699217.965074539184570.16%
Upper-middle-income countries198833.9357376098632834.040817260742190.15%
Upper-middle-income countries198732.8276557922363332.916610717773440.14%
High-income countries2014409.4875793457031410.5036621093750.12%
Upper-middle-income countries198936.0342521667480536.1200256347656250.12%
High-income countries2016438.3922119140625439.38796997070310.11%
High-income countries2015416.6180725097656417.53793334960940.11%
Upper-middle-income countries19819.2969102859497079.3167972564697270.11%
Upper-middle-income countries198526.2130527496337926.2684631347656250.11%
High-income countries2013399.3995056152344400.22726440429690.10%
High-income countries2020448.11724853515625448.9411621093750.09%
High-income countries2012384.9586486816406385.61093139648440.08%
High-income countries2021479.9781799316406480.76882934570310.08%
Upper-middle-income countries198633.04352188110351633.079784393310550.05%
High-income countries2022507.5165710449219508.055114746093750.05%
High-income countries2018461.2978515625461.76135253906250.05%
High-income countries2019477.3014221191406477.77136230468750.05%
High-income countries2017448.5961608886719449.03250122070310.05%
High-income countries2024566.587890625567.10583496093750.05%
High-income countries2023557.7633666992188558.27282714843750.05%
High-income countries2011372.26007080078125372.48971557617190.03%
High-income countries2010343.3509521484375343.4401855468750.01%
High-income countries200246.8324699401855546.8415145874023440.01%
Afghanistan1980NaN0.0appeared
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
Afghanistan1987NaN0.0appeared
Afghanistan1988NaN0.0appeared
Afghanistan1989NaN0.0appeared
Afghanistan1990NaN0.0appeared
Afghanistan1991NaN0.0appeared
Afghanistan1992NaN0.0appeared
Afghanistan1993NaN0.0appeared
Afghanistan1994NaN0.0appeared
Afghanistan1995NaN0.0appeared
~ energy_mix.country dimnew dataremoved data
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
yearcountry
2025Antigua and Barbuda
2025Armenia
2025Aruba
2025Barbados
2025Belize
2025Botswana
2025British Virgin Islands
2025Burundi
2025Cambodia
2025Cape Verde
2025Cayman Islands
2025Cook Islands
2025Cote d'Ivoire
1994Czechoslovakia
1998Czechoslovakia
2001Czechoslovakia
2005Czechoslovakia
2008Czechoslovakia
2012Czechoslovakia
2013Czechoslovakia
2020Czechoslovakia
2023Czechoslovakia
2024Czechoslovakia
2025Dominican Republic
1991East Germany
1992East Germany
1994East Germany
1995East Germany
1997East Germany
2002East Germany
2004East Germany
2005East Germany
2006East Germany
2007East Germany
2014East Germany
2020East Germany
2021East Germany
2023East Germany
2025Eritrea
2025Eswatini
2025French Guiana
2025Guadeloupe
2025Guam
2025Guinea
2025Guinea-Bissau
2025Haiti
2025Honduras
2025Lebanon
2025Liberia
2025Martinique
2025Mauritius
2025Moldova
2025Montenegro
2025Nauru
2025Nepal
2025North Korea
2025Palestine
2025Reunion
2025Saint Vincent and the Grenadines
2025Samoa
2006Serbia and Montenegro
2007Serbia and Montenegro
2012Serbia and Montenegro
2013Serbia and Montenegro
2016Serbia and Montenegro
2017Serbia and Montenegro
2018Serbia and Montenegro
2019Serbia and Montenegro
2025Seychelles
2025Tajikistan
2025Turks and Caicos Islands
2025United States Virgin Islands
2025Vanuatu
1991West Germany
1993West Germany
1995West Germany
1997West Germany
1998West Germany
2000West Germany
2005West Germany
2012West Germany
2013West Germany
2014West Germany
2016West Germany
2018West Germany
2020West Germany
2024West Germany
2025Western Sahara
1995Yugoslavia
1998Yugoslavia
1999Yugoslavia
2000Yugoslavia
2001Yugoslavia
2003Yugoslavia
2005Yugoslavia
2006Yugoslavia
2012Yugoslavia
2015Yugoslavia
2018Yugoslavia
2024Yugoslavia
- Removed values: 61 / 12,710 (0.48%)
yearcountry
1965High-income countries
1966High-income countries
1967High-income countries
1968High-income countries
1969High-income countries
1970High-income countries
1971High-income countries
1972High-income countries
1973High-income countries
1974High-income countries
1975High-income countries
1976High-income countries
1977High-income countries
1978High-income countries
1979High-income countries
2025High-income countries
1968Low-income countries
1969Low-income countries
1970Low-income countries
1971Low-income countries
1972Low-income countries
1973Low-income countries
1974Low-income countries
1975Low-income countries
1976Low-income countries
1977Low-income countries
1978Low-income countries
1979Low-income countries
2025Low-income countries
1965Lower-middle-income countries
1966Lower-middle-income countries
1967Lower-middle-income countries
1968Lower-middle-income countries
1969Lower-middle-income countries
1970Lower-middle-income countries
1971Lower-middle-income countries
1972Lower-middle-income countries
1973Lower-middle-income countries
1974Lower-middle-income countries
1975Lower-middle-income countries
1976Lower-middle-income countries
1977Lower-middle-income countries
1978Lower-middle-income countries
1979Lower-middle-income countries
2025Lower-middle-income countries
1965Upper-middle-income countries
1966Upper-middle-income countries
1967Upper-middle-income countries
1968Upper-middle-income countries
1969Upper-middle-income countries
1970Upper-middle-income countries
1971Upper-middle-income countries
1972Upper-middle-income countries
1973Upper-middle-income countries
1974Upper-middle-income countries
1975Upper-middle-income countries
1976Upper-middle-income countries
1977Upper-middle-income countries
1978Upper-middle-income countries
1979Upper-middle-income countries
2025Upper-middle-income countries
~ energy_mix.year dimnew dataremoved data
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyear
Antigua and Barbuda2025
Armenia2025
Aruba2025
Barbados2025
Belize2025
Botswana2025
British Virgin Islands2025
Burundi2025
Cambodia2025
Cape Verde2025
Cayman Islands2025
Cook Islands2025
Cote d'Ivoire2025
Czechoslovakia1994
Czechoslovakia1998
Czechoslovakia2001
Czechoslovakia2005
Czechoslovakia2008
Czechoslovakia2012
Czechoslovakia2013
Czechoslovakia2020
Czechoslovakia2023
Czechoslovakia2024
Dominican Republic2025
East Germany1991
East Germany1992
East Germany1994
East Germany1995
East Germany1997
East Germany2002
East Germany2004
East Germany2005
East Germany2006
East Germany2007
East Germany2014
East Germany2020
East Germany2021
East Germany2023
Eritrea2025
Eswatini2025
French Guiana2025
Guadeloupe2025
Guam2025
Guinea2025
Guinea-Bissau2025
Haiti2025
Honduras2025
Lebanon2025
Liberia2025
Martinique2025
Mauritius2025
Moldova2025
Montenegro2025
Nauru2025
Nepal2025
North Korea2025
Palestine2025
Reunion2025
Saint Vincent and the Grenadines2025
Samoa2025
Serbia and Montenegro2006
Serbia and Montenegro2007
Serbia and Montenegro2012
Serbia and Montenegro2013
Serbia and Montenegro2016
Serbia and Montenegro2017
Serbia and Montenegro2018
Serbia and Montenegro2019
Seychelles2025
Tajikistan2025
Turks and Caicos Islands2025
United States Virgin Islands2025
Vanuatu2025
West Germany1991
West Germany1993
West Germany1995
West Germany1997
West Germany1998
West Germany2000
West Germany2005
West Germany2012
West Germany2013
West Germany2014
West Germany2016
West Germany2018
West Germany2020
West Germany2024
Western Sahara2025
Yugoslavia1995
Yugoslavia1998
Yugoslavia1999
Yugoslavia2000
Yugoslavia2001
Yugoslavia2003
Yugoslavia2005
Yugoslavia2006
Yugoslavia2012
Yugoslavia2015
Yugoslavia2018
Yugoslavia2024
- Removed values: 61 / 12,710 (0.48%)
countryyear
High-income countries1965
High-income countries1966
High-income countries1967
High-income countries1968
High-income countries1969
High-income countries1970
High-income countries1971
High-income countries1972
High-income countries1973
High-income countries1974
High-income countries1975
High-income countries1976
High-income countries1977
High-income countries1978
High-income countries1979
High-income countries2025
Low-income countries1968
Low-income countries1969
Low-income countries1970
Low-income countries1971
Low-income countries1972
Low-income countries1973
Low-income countries1974
Low-income countries1975
Low-income countries1976
Low-income countries1977
Low-income countries1978
Low-income countries1979
Low-income countries2025
Lower-middle-income countries1965
Lower-middle-income countries1966
Lower-middle-income countries1967
Lower-middle-income countries1968
Lower-middle-income countries1969
Lower-middle-income countries1970
Lower-middle-income countries1971
Lower-middle-income countries1972
Lower-middle-income countries1973
Lower-middle-income countries1974
Lower-middle-income countries1975
Lower-middle-income countries1976
Lower-middle-income countries1977
Lower-middle-income countries1978
Lower-middle-income countries1979
Lower-middle-income countries2025
Upper-middle-income countries1965
Upper-middle-income countries1966
Upper-middle-income countries1967
Upper-middle-income countries1968
Upper-middle-income countries1969
Upper-middle-income countries1970
Upper-middle-income countries1971
Upper-middle-income countries1972
Upper-middle-income countries1973
Upper-middle-income countries1974
Upper-middle-income countries1975
Upper-middle-income countries1976
Upper-middle-income countries1977
Upper-middle-income countries1978
Upper-middle-income countries1979
Upper-middle-income countries2025
~ energy_mix.biofuels_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearbiofuels_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearbiofuels_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.coal_per_capita_kwh 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearcoal_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearcoal_per_capita_kwh
High-income countries196510630.525390625
High-income countries196610470.248046875
High-income countries196710193.291015625
High-income countries196810328.75
High-income countries196910359.2509765625
High-income countries197010112.970703125
High-income countries19719497.439453125
High-income countries19729327.8349609375
High-income countries19739621.34765625
High-income countries19749453.04296875
High-income countries19759214.677734375
High-income countries19769629.12890625
High-income countries19779684.8330078125
High-income countries19789547.4482421875
High-income countries197910063.4482421875
High-income countries20255408.34326171875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965508.7142333984375
Lower-middle-income countries1966492.5080871582031
Lower-middle-income countries1967489.9741516113281
Lower-middle-income countries1968495.5948486328125
Lower-middle-income countries1969511.64654541015625
Lower-middle-income countries1970472.4378967285156
Lower-middle-income countries1971467.2312927246094
Lower-middle-income countries1972479.74957275390625
Lower-middle-income countries1973463.2842712402344
Lower-middle-income countries1974508.6419677734375
Lower-middle-income countries1975534.0595092773438
Lower-middle-income countries1976541.0991821289062
Lower-middle-income countries1977553.7975463867188
Lower-middle-income countries1978521.9811401367188
Lower-middle-income countries1979541.4525756835938
Lower-middle-income countries20252312.59619140625
Upper-middle-income countries19653831.94189453125
Upper-middle-income countries19663895.7880859375
Upper-middle-income countries19673735.0048828125
Upper-middle-income countries19683624.456787109375
Upper-middle-income countries19693761.546875
Upper-middle-income countries19703923.068115234375
Upper-middle-income countries19714075.646484375
Upper-middle-income countries19724127.62939453125
Upper-middle-income countries19734103.41162109375
Upper-middle-income countries19744036.542724609375
Upper-middle-income countries19754226.0146484375
Upper-middle-income countries19764191.99755859375
Upper-middle-income countries19774331.8779296875
Upper-middle-income countries19784400.26708984375
Upper-middle-income countries19794423.65380859375
Upper-middle-income countries20259981.9794921875
~ Changed values: 6,358 / 12,710 (50.02%) (135 revised, 6,223 appeared) — showing the 100 most anomalous rows
countryyearcoal_per_capita_kwh -coal_per_capita_kwh +anomaly score
Lower-middle-income countries1992902.9123535156251028.99108886718756.5%
Lower-middle-income countries1993913.68493652343751033.2272949218756.1%
Lower-middle-income countries1995955.55999755859381072.86145019531255.8%
Lower-middle-income countries1996964.40167236328121078.681152343755.6%
Lower-middle-income countries1997983.98669433593751099.89733886718755.6%
Lower-middle-income countries1998995.13574218751112.199218755.6%
Lower-middle-income countries1994922.54357910156251028.76660156255.4%
Lower-middle-income countries20001009.0197753906251109.59924316406254.7%
Lower-middle-income countries1999964.74548339843751058.8339843754.6%
Lower-middle-income countries20021023.61334228515621122.448730468754.6%
Lower-middle-income countries2001999.3728027343751094.8283691406254.6%
Lower-middle-income countries20031049.26257324218751149.045410156254.5%
Lower-middle-income countries20041098.79382324218751197.52600097656254.3%
Lower-middle-income countries20051180.89514160156251270.261718753.6%
Upper-middle-income countries19853567.249511718753811.2097167968753.3%
Upper-middle-income countries19863629.760253906253869.0456542968753.2%
Upper-middle-income countries19873790.917480468754028.870605468753.0%
Upper-middle-income countries19883911.6179199218754149.980957031253.0%
Upper-middle-income countries19893915.3078613281254150.32519531252.9%
Upper-middle-income countries19903937.532714843754170.78417968752.9%
Upper-middle-income countries19913966.9475097656254177.284667968752.6%
Upper-middle-income countries19844612.5605468754844.4589843752.5%
Upper-middle-income countries19834497.2832031254714.635253906252.4%
Upper-middle-income countries19824422.457031254627.180175781252.3%
Upper-middle-income countries19814320.17871093754518.130371093752.2%
Lower-middle-income countries1980552.6082153320312574.71148681640622.0%
Lower-middle-income countries1987727.5264892578125756.31036376953121.9%
Upper-middle-income countries19804375.72753906254539.3751.8%
Lower-middle-income countries1988760.4315795898438787.72808837890621.8%
Lower-middle-income countries20191945.8278808593752014.079589843751.7%
Lower-middle-income countries20242313.29394531252394.028808593751.7%
Lower-middle-income countries1986681.316162109375704.87493896484381.7%
Lower-middle-income countries20201826.04309082031251889.1765136718751.7%
Lower-middle-income countries1982585.4313354492188605.39361572265621.7%
Lower-middle-income countries20181954.15197753906252019.98107910156251.7%
Lower-middle-income countries1989809.4467163085938836.52655029296881.6%
Lower-middle-income countries1981606.0032958984375626.09918212890621.6%
Lower-middle-income countries1985647.7269897460938668.89782714843751.6%
Lower-middle-income countries20222083.02150.5676269531251.6%
Lower-middle-income countries20171863.54211425781251923.5764160156251.6%
Lower-middle-income countries1990851.6480102539062878.38421630859381.5%
Lower-middle-income countries20212036.98474121093752100.7780761718751.5%
Lower-middle-income countries1983605.9066772460938624.74981689453121.5%
Lower-middle-income countries1984619.6116943359375638.68170166015621.5%
Lower-middle-income countries1991877.0236206054688903.50970458984381.5%
Lower-middle-income countries20161824.7561035156251878.85192871093751.5%
Lower-middle-income countries20232261.15527343752323.3527832031251.4%
Lower-middle-income countries20151812.96325683593751855.48376464843751.2%
Lower-middle-income countries20141793.80163574218751828.031250.95%
Lower-middle-income countries20121594.70446777343751624.1582031250.92%
Lower-middle-income countries20131661.91760253906251692.31091308593750.91%
Lower-middle-income countries20111492.37561035156251517.96496582031250.85%
Lower-middle-income countries20071293.29553222656251315.3239746093750.84%
Lower-middle-income countries20061208.78259277343751229.00097656250.83%
Lower-middle-income countries20101461.56286621093751485.78430175781250.82%
Lower-middle-income countries20081376.54980468751399.146972656250.81%
Lower-middle-income countries20091457.26037597656251479.88146972656250.77%
Upper-middle-income countries20178717.0722656258797.20800781250.46%
Upper-middle-income countries20168707.56347656258786.09667968750.45%
Upper-middle-income countries20209038.050781259119.08300781250.45%
Upper-middle-income countries20188907.61621093758986.5371093750.44%
Upper-middle-income countries20199057.128906259135.980468750.43%
Upper-middle-income countries20219306.92871093759387.6425781250.43%
Upper-middle-income countries20229451.72167968759532.77050781250.43%
Upper-middle-income countries20158925.281259001.77441406250.43%
Upper-middle-income countries20098287.57910156258355.9082031250.41%
Upper-middle-income countries20108588.36035156258658.863281250.41%
Upper-middle-income countries20119216.41406259291.73339843750.41%
Upper-middle-income countries20139303.86718759379.54003906250.41%
Upper-middle-income countries20088112.91503906258178.76855468750.40%
Upper-middle-income countries20129267.46093759340.968750.40%
Upper-middle-income countries20067453.902832031257509.38769531250.37%
Upper-middle-income countries20149203.1933593759271.69628906250.37%
Upper-middle-income countries20078038.1582031258094.6406250.35%
Upper-middle-income countries20249982.75976562510040.71191406250.29%
Upper-middle-income countries20239833.73925781259887.98730468750.28%
Upper-middle-income countries20004186.672363281254208.90917968750.26%
Upper-middle-income countries20024629.34082031254653.14550781250.26%
Upper-middle-income countries20014332.454589843754354.658691406250.26%
Upper-middle-income countries19984094.7863769531254115.649902343750.25%
Upper-middle-income countries19994152.250488281254172.297363281250.24%
Upper-middle-income countries19974168.354980468754185.667480468750.21%
Upper-middle-income countries20035344.410156255366.136718750.20%
Upper-middle-income countries19924043.2141113281254058.2985839843750.19%
High-income countries20206139.81738281256161.532714843750.18%
Upper-middle-income countries20046042.4589843756063.176269531250.17%
Upper-middle-income countries19934121.23144531254134.216308593750.16%
High-income countries20216704.7988281256725.168457031250.15%
High-income countries20235697.436035156255714.54394531250.15%
High-income countries20226527.516113281256546.65722656250.15%
Upper-middle-income countries19944223.452636718754235.777832031250.15%
Upper-middle-income countries20056877.37402343756897.441894531250.15%
Upper-middle-income countries19954209.3496093754221.27441406250.14%
High-income countries20197132.72363281257152.76660156250.14%
Upper-middle-income countries19964266.451660156254277.789550781250.13%
High-income countries20245415.352050781255427.439941406250.11%
High-income countries20188025.90917968758041.979980468750.10%
High-income countries20168449.8281258465.23925781250.09%
High-income countries20159001.6191406259015.7441406250.08%
High-income countries20178295.99316406258308.80371093750.08%
~ energy_mix.coal_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearcoal_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearcoal_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.coal_twh 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearcoal_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearcoal_twh
High-income countries196510283.5380859375
High-income countries196610236.6962890625
High-income countries196710060.3583984375
High-income countries196810289.888671875
High-income countries196910424.375
High-income countries197010276.7744140625
High-income countries19719748.212890625
High-income countries19729670.2138671875
High-income countries197310067.7626953125
High-income countries19749979.5322265625
High-income countries19759808.4111328125
High-income countries197610330.5048828125
High-income countries197710472.25390625
High-income countries197810403.4248046875
High-income countries197911049.685546875
High-income countries20257690.67529296875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965436.478271484375
Lower-middle-income countries1966432.6243591308594
Lower-middle-income countries1967440.6784973144531
Lower-middle-income countries1968456.41448974609375
Lower-middle-income countries1969482.4171447753906
Lower-middle-income countries1970456.227783203125
Lower-middle-income countries1971461.7674865722656
Lower-middle-income countries1972485.32098388671875
Lower-middle-income countries1973480.27056884765625
Lower-middle-income countries1974540.5125122070312
Lower-middle-income countries1975581.8024291992188
Lower-middle-income countries1976604.10791015625
Lower-middle-income countries1977633.6953125
Lower-middle-income countries1978612.05029296875
Lower-middle-income countries1979650.9541625976562
Lower-middle-income countries20256811.5458984375
Upper-middle-income countries19655196.25341796875
Upper-middle-income countries19665418.4736328125
Upper-middle-income countries19675325.466796875
Upper-middle-income countries19685300.46875
Upper-middle-income countries19695643.625
Upper-middle-income countries19706034.912109375
Upper-middle-income countries19716423.3740234375
Upper-middle-income countries19726657.392578125
Upper-middle-income countries19736767.30322265625
Upper-middle-income countries19746799.43701171875
Upper-middle-income countries19757261.33251953125
Upper-middle-income countries19767340.650390625
Upper-middle-income countries19777724.923828125
Upper-middle-income countries19787987.2275390625
Upper-middle-income countries19798173.13037109375
Upper-middle-income countries202530875.35546875
~ Changed values: 6,437 / 12,710 (50.65%) (135 revised, 6,302 appeared) — showing the 100 most anomalous rows
countryyearcoal_twh -coal_twh +anomaly score
Lower-middle-income countries19921501.20251464843751710.8239746093756.5%
Lower-middle-income countries19931553.7050781251756.98474121093756.1%
Lower-middle-income countries19951698.54675292968751907.05480957031255.8%
Lower-middle-income countries19961751.86230468751959.45397949218755.6%
Lower-middle-income countries19971826.04626464843752041.14904785156255.6%
Lower-middle-income countries19981886.049316406252107.9160156255.6%
Lower-middle-income countries19941604.06701660156251788.761718755.4%
Lower-middle-income countries20001992.466308593752191.0761718754.7%
Lower-middle-income countries19991866.4841308593752048.5163574218754.6%
Lower-middle-income countries20022103.5354003906252306.643066406254.6%
Lower-middle-income countries20012013.8835449218752206.240722656254.6%
Lower-middle-income countries20032197.6921386718752406.68847656254.5%
Lower-middle-income countries20042345.287597656252556.0236816406254.3%
Lower-middle-income countries20052567.229980468752761.5100097656253.6%
Upper-middle-income countries19857361.1582031257864.579589843753.3%
Upper-middle-income countries19867630.260253906258133.270996093753.2%
Upper-middle-income countries19878121.121093758630.87792968753.0%
Upper-middle-income countries19888536.2871093759056.464843753.0%
Upper-middle-income countries19898699.1738281259221.343752.9%
Upper-middle-income countries19908905.9902343759433.56347656252.9%
Upper-middle-income countries19919119.3964843759602.92871093752.6%
Upper-middle-income countries19849346.41406259816.308593752.5%
Upper-middle-income countries19838950.13769531259382.69531252.4%
Upper-middle-income countries19828639.550781259039.4902343752.3%
Upper-middle-income countries19818279.722656258659.10156252.2%
Lower-middle-income countries1980682.0484008789062709.32897949218752.0%
Lower-middle-income countries19871073.50939941406251115.98181152343751.9%
Upper-middle-income countries19808231.3281258539.17089843751.8%
Lower-middle-income countries19881149.88183593751191.15808105468751.8%
Lower-middle-income countries20195301.968755487.939941406251.7%
Lower-middle-income countries20246726.018066406256960.75878906251.7%
Lower-middle-income countries1986980.62506103515621014.5334472656251.7%
Lower-middle-income countries20205043.128417968755217.488769531251.7%
Lower-middle-income countries1982761.27099609375787.22912597656251.7%
Lower-middle-income countries20185252.88183593755429.834472656251.7%
Lower-middle-income countries19891253.92614746093751295.87597656251.6%
Lower-middle-income countries1981767.88720703125793.35137939453121.6%
Lower-middle-income countries1985909.0989379882812938.81262207031251.6%
Lower-middle-income countries20225900.488769531256091.886718751.6%
Lower-middle-income countries20174940.117675781255099.264160156251.6%
Lower-middle-income countries19901351.540527343751393.97009277343751.5%
Lower-middle-income countries20215698.01464843755876.462402343751.5%
Lower-middle-income countries1983808.3320922851562833.47039794921881.5%
Lower-middle-income countries1984847.880126953125873.97564697265621.5%
Lower-middle-income countries19911425.1359863281251468.1750488281251.5%
Lower-middle-income countries20164767.531738281254908.867675781251.5%
Lower-middle-income countries20236489.3183593756667.81933593751.4%
Lower-middle-income countries20154666.768066406254776.2207031251.2%
Lower-middle-income countries20144547.939941406254634.7246093750.95%
Lower-middle-income countries20123915.0607910156253987.3708496093750.92%
Lower-middle-income countries20134147.234863281254223.0800781250.91%
Lower-middle-income countries20113603.292968753665.077636718750.85%
Lower-middle-income countries20072913.91406252963.54589843750.84%
Lower-middle-income countries20062675.414550781252720.16406250.83%
Lower-middle-income countries20103469.1408691406253526.6325683593750.82%
Lower-middle-income countries20083155.994628906253207.8027343750.81%
Lower-middle-income countries20093399.4316406253452.2009277343750.77%
Upper-middle-income countries201726037.382812526276.7441406250.46%
Upper-middle-income countries201625790.82226562526023.425781250.45%
Upper-middle-income countries202027542.1523437527789.08593750.45%
Upper-middle-income countries201826816.59960937527054.1933593750.44%
Upper-middle-income countries201927450.59960937527689.5839843750.43%
Upper-middle-income countries202128475.1914062528722.1406250.43%
Upper-middle-income countries202228991.882812529240.4902343750.43%
Upper-middle-income countries201526209.914062526434.5449218750.43%
Upper-middle-income countries200922997.570312523187.17968750.41%
Upper-middle-income countries201024055.31054687524252.785156250.41%
Upper-middle-income countries201126050.46289062526263.3535156250.41%
Upper-middle-income countries201326811.71289062527029.785156250.41%
Upper-middle-income countries200822303.7460937522484.7871093750.40%
Upper-middle-income countries201226444.83007812526654.58593750.40%
Upper-middle-income countries200620130.67187520280.519531250.37%
Upper-middle-income countries201426777.82812526977.1464843750.37%
Upper-middle-income countries200721900.15039062522054.0371093750.35%
Upper-middle-income countries202430782.09179687530960.78906250.29%
Upper-middle-income countries202330232.22851562530399.003906250.28%
Upper-middle-income countries200010699.889648437510756.7207031250.26%
Upper-middle-income countries200212059.940429687512121.9550781250.26%
Upper-middle-income countries200111183.3710937511240.6855468750.26%
Upper-middle-income countries199810249.344726562510301.566406250.25%
Upper-middle-income countries199910502.938476562510553.64550781250.24%
Upper-middle-income countries199710320.94335937510363.80957031250.21%
Upper-middle-income countries200314047.561523437514104.66894531250.20%
Upper-middle-income countries19929427.89941406259463.07324218750.19%
High-income countries20208618.15917968758648.63964843750.18%
Upper-middle-income countries200416026.241210937516081.18847656250.17%
Upper-middle-income countries19939737.28906259767.968750.16%
High-income countries20219419.3925781259448.00878906250.15%
High-income countries20238072.0957031258096.334472656250.15%
High-income countries20229204.531259231.52246093750.15%
Upper-middle-income countries199410101.430664062510130.90917968750.15%
Upper-middle-income countries200518406.7929687518460.503906250.15%
Upper-middle-income countries199510187.59570312510216.457031250.14%
High-income countries20199986.858398437510014.9218750.14%
Upper-middle-income countries199610446.424804687510474.18652343750.13%
High-income countries20247690.753906257707.92089843750.11%
High-income countries201811189.399414062511211.80371093750.10%
High-income countries201611668.323242187511689.6035156250.09%
High-income countries201512352.757812512372.13964843750.08%
High-income countries201711515.620117187511533.402343750.08%
~ energy_mix.fossil_fuels_share_pct 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearfossil_fuels_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearfossil_fuels_share_pct
High-income countries196597.09026336669922
High-income countries196696.99966430664062
High-income countries196797.00006866455078
High-income countries196897.01683807373047
High-income countries196997.02740478515625
High-income countries197096.9970932006836
High-income countries197196.74592590332031
High-income countries197296.51457214355469
High-income countries197396.37307739257812
High-income countries197495.69737243652344
High-income countries197594.93817901611328
High-income countries197694.93863677978516
High-income countries197794.42186737060547
High-income countries197893.8824462890625
High-income countries197993.81737518310547
High-income countries202583.25932312011719
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries196597.3037338256836
Lower-middle-income countries196697.3044204711914
Lower-middle-income countries196797.05647277832031
Lower-middle-income countries196896.66680908203125
Lower-middle-income countries196996.21922302246094
Lower-middle-income countries197095.79287719726562
Lower-middle-income countries197195.49408721923828
Lower-middle-income countries197295.68972778320312
Lower-middle-income countries197395.4173583984375
Lower-middle-income countries197495.60816955566406
Lower-middle-income countries197595.15046691894531
Lower-middle-income countries197695.04341888427734
Lower-middle-income countries197795.08513641357422
Lower-middle-income countries197894.37946319580078
Lower-middle-income countries197994.76798248291016
Lower-middle-income countries202592.90499877929688
Upper-middle-income countries196598.39359283447266
Upper-middle-income countries196698.33889770507812
Upper-middle-income countries196798.3985366821289
Upper-middle-income countries196898.21878814697266
Upper-middle-income countries196998.19985961914062
Upper-middle-income countries197098.12810516357422
Upper-middle-income countries197198.17908477783203
Upper-middle-income countries197298.1135025024414
Upper-middle-income countries197398.05064392089844
Upper-middle-income countries197497.81875610351562
Upper-middle-income countries197597.77191925048828
Upper-middle-income countries197697.5744400024414
Upper-middle-income countries197797.37745666503906
Upper-middle-income countries197897.30435943603516
Upper-middle-income countries197997.10263061523438
Upper-middle-income countries202587.8027114868164
~ Changed values: 6,882 / 12,710 (54.15%) (135 revised, 6,747 appeared) — showing the 100 most anomalous rows
countryyearfossil_fuels_share_pct -fossil_fuels_share_pct +anomaly score
Lower-middle-income countries202194.4341430664062593.478942871093750.51%
Lower-middle-income countries202293.9695129394531293.030609130859380.50%
Lower-middle-income countries202094.2975769042968893.367134094238280.50%
Lower-middle-income countries201895.332641601562594.400253295898440.49%
Lower-middle-income countries201795.564331054687594.657173156738280.48%
Lower-middle-income countries202394.0810165405273493.195175170898440.47%
Lower-middle-income countries199295.8942184448242295.010856628417970.46%
Lower-middle-income countries202493.7013244628906292.846382141113280.46%
Lower-middle-income countries199395.9332427978515695.063224792480470.46%
Lower-middle-income countries201994.851585388183693.991493225097660.46%
Lower-middle-income countries199495.8812103271484495.026962280273440.45%
Lower-middle-income countries201695.6853637695312594.83774566650390.44%
Lower-middle-income countries199696.1177139282226695.27292633056640.44%
Lower-middle-income countries201595.5690460205078194.73264312744140.44%
Lower-middle-income countries199596.0346984863281295.198760986328120.44%
Lower-middle-income countries201095.9218444824218895.094169616699220.43%
Lower-middle-income countries200396.0858078002929795.285285949707030.42%
Lower-middle-income countries201295.630470275878994.839935302734380.42%
Lower-middle-income countries201495.3938369750976694.617126464843750.41%
Lower-middle-income countries200996.1074371337890695.33459472656250.40%
Lower-middle-income countries200695.6198806762695394.854476928710940.40%
Lower-middle-income countries201395.4636535644531294.702453613281250.40%
Lower-middle-income countries201195.3682022094726694.622718811035160.39%
Lower-middle-income countries200595.7660446166992295.018646240234380.39%
Lower-middle-income countries200096.0293579101562595.289535522460940.39%
Lower-middle-income countries200795.6314849853515694.89782714843750.39%
Lower-middle-income countries200296.1138839721679795.377632141113280.38%
Lower-middle-income countries199796.2046203613281295.47898101806640.38%
Lower-middle-income countries200495.5197906494140694.802459716796880.38%
Lower-middle-income countries200895.9418334960937595.22341156005860.38%
Lower-middle-income countries200195.9736404418945395.25893402099610.37%
Lower-middle-income countries199995.9933700561523495.291023254394530.37%
Lower-middle-income countries198295.6912155151367295.106460571289060.31%
Lower-middle-income countries199895.9129333496093895.331573486328120.30%
Lower-middle-income countries198696.170997619628995.5974121093750.30%
Lower-middle-income countries199195.8057250976562595.264442443847660.28%
Lower-middle-income countries198596.0800323486328195.540359497070310.28%
Lower-middle-income countries199096.0071182250976695.4841308593750.27%
Lower-middle-income countries198395.685279846191495.171112060546880.27%
Lower-middle-income countries198996.1549911499023495.649124145507810.26%
Lower-middle-income countries198195.1726684570312594.684219360351560.26%
Lower-middle-income countries198796.1023330688476695.615470886230470.25%
Lower-middle-income countries198895.9723358154296995.492073059082030.25%
Lower-middle-income countries198094.9744720458984494.512138366699220.24%
Lower-middle-income countries198495.454124450683695.003135681152340.24%
Upper-middle-income countries199994.2647018432617294.05263519287110.11%
Upper-middle-income countries200094.1798477172851693.991424560546880.10%
Upper-middle-income countries199694.3784103393554794.197402954101560.10%
Upper-middle-income countries199794.3315048217773494.158134460449220.09%
Upper-middle-income countries200394.420143127441494.257728576660160.09%
Upper-middle-income countries199894.2028732299804794.041488647460940.09%
Upper-middle-income countries200494.5105133056640694.351272583007810.08%
Upper-middle-income countries200194.2083435058593894.050842285156250.08%
Upper-middle-income countries200294.2142257690429794.058403015136720.08%
Upper-middle-income countries200694.7624588012695394.612625122070310.08%
Upper-middle-income countries200594.7084350585937594.561492919921880.08%
Upper-middle-income countries201094.121459960937593.979576110839840.08%
Upper-middle-income countries199494.6393890380859494.498275756835940.07%
Upper-middle-income countries200994.2997894287109494.163124084472660.07%
Upper-middle-income countries200794.7517547607421994.614707946777340.07%
Upper-middle-income countries199594.3939743041992294.264961242675780.07%
Upper-middle-income countries200894.2878112792968894.159713745117190.07%
Upper-middle-income countries201194.2662734985351694.13962554931640.07%
Upper-middle-income countries201393.6922988891601693.569290161132810.07%
Upper-middle-income countries199394.806518554687594.682685852050780.07%
High-income countries202483.306251525878983.414100646972660.06%
High-income countries202383.7132873535156283.821037292480470.06%
High-income countries200985.4221878051757885.52793121337890.06%
High-income countries200686.2641677856445386.369911193847660.06%
Upper-middle-income countries201293.925270080566493.811462402343750.06%
High-income countries200886.157592773437586.258270263671880.06%
High-income countries200786.472633361816486.56984710693360.06%
Upper-middle-income countries198795.5471572875976695.44004058837890.06%
High-income countries200586.443992614746186.540367126464840.06%
High-income countries200486.5253372192382886.619338989257810.05%
High-income countries202083.8318405151367283.922431945800780.05%
High-income countries201984.825782775878984.91735839843750.05%
High-income countries201085.5444412231445385.635894775390620.05%
High-income countries202284.3907623291015684.48056793212890.05%
High-income countries201185.77905273437585.869743347167970.05%
Upper-middle-income countries201493.1873397827148493.089996337890620.05%
High-income countries202184.0727157592773484.16049957275390.05%
Upper-middle-income countries199295.0576858520507894.959342956542970.05%
High-income countries201785.3799972534179785.467788696289060.05%
High-income countries200386.8508224487304786.939750671386720.05%
High-income countries200186.481079101562586.568695068359380.05%
High-income countries201286.2057189941406286.292488098144530.05%
Upper-middle-income countries201692.0334091186523491.942459106445310.05%
High-income countries201885.289161682128985.372879028320310.05%
High-income countries200286.385231018066486.4699707031250.05%
High-income countries201685.4363327026367285.519355773925780.05%
High-income countries201585.557250976562585.638885498046880.05%
Upper-middle-income countries198995.1755294799804795.0852050781250.05%
High-income countries201385.9941787719726686.07507324218750.05%
High-income countries201485.6767730712890685.757240295410160.05%
Upper-middle-income countries198695.5933227539062595.504425048828120.05%
High-income countries200086.6193161010742286.69858551025390.05%
Upper-middle-income countries201592.6478652954101692.567123413085940.04%
Upper-middle-income countries199195.0700378417968894.990180969238280.04%
Upper-middle-income countries198895.105812072753995.035690307617190.04%
~ energy_mix.gas_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeargas_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeargas_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.gas_share_pct 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeargas_share_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeargas_share_pct
High-income countries196516.225521087646484
High-income countries196616.74274444580078
High-income countries196717.199804306030273
High-income countries196817.650182723999023
High-income countries196918.211769104003906
High-income countries197018.653987884521484
High-income countries197119.35782241821289
High-income countries197219.36362648010254
High-income countries197318.81941032409668
High-income countries197419.352449417114258
High-income countries197519.08363151550293
High-income countries197618.766313552856445
High-income countries197718.534833908081055
High-income countries197818.46611785888672
High-income countries197918.857051849365234
High-income countries202533.58918762207031
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19659.797924995422363
Lower-middle-income countries196610.100044250488281
Lower-middle-income countries196711.009109497070312
Lower-middle-income countries196810.807300567626953
Lower-middle-income countries196911.022991180419922
Lower-middle-income countries197010.845276832580566
Lower-middle-income countries197110.399665832519531
Lower-middle-income countries197210.01788330078125
Lower-middle-income countries197311.548253059387207
Lower-middle-income countries197411.782079696655273
Lower-middle-income countries197511.017335891723633
Lower-middle-income countries197612.492737770080566
Lower-middle-income countries197712.763113975524902
Lower-middle-income countries197812.838229179382324
Lower-middle-income countries197913.595069885253906
Lower-middle-income countries202517.940185546875
Upper-middle-income countries196513.813039779663086
Upper-middle-income countries196614.354567527770996
Upper-middle-income countries196715.139537811279297
Upper-middle-income countries196815.706010818481445
Upper-middle-income countries196915.852696418762207
Upper-middle-income countries197016.08595848083496
Upper-middle-income countries197116.364105224609375
Upper-middle-income countries197216.327987670898438
Upper-middle-income countries197316.797229766845703
Upper-middle-income countries197417.042978286743164
Upper-middle-income countries197517.452991485595703
Upper-middle-income countries197618.327041625976562
Upper-middle-income countries197718.64715576171875
Upper-middle-income countries197819.069393157958984
Upper-middle-income countries197919.842449188232422
Upper-middle-income countries202518.084821701049805
~ Changed values: 6,623 / 12,710 (52.11%) (180 revised, 6,443 appeared) — showing the 100 most anomalous rows
countryyeargas_share_pct -gas_share_pct +anomaly score
Lower-middle-income countries198013.75560665130615212.3324041366577155.5%
Lower-middle-income countries198214.43098735809326213.1447124481201174.7%
South America199018.31506156921386719.6903381347656253.6%
Lower-middle-income countries199524.4798049926757822.790845870971683.6%
Lower-middle-income countries198523.05347061157226621.4742279052734383.5%
South America200423.35071945190429725.053745269775393.5%
South America200322.2772827148437523.853401184082033.4%
Lower-middle-income countries199324.48798561096191422.8769702911376953.4%
Lower-middle-income countries198113.47402954101562512.596652984619143.4%
South America200121.42231178283691422.9073162078857423.3%
South America200523.4849185943603525.1086864471435553.3%
Lower-middle-income countries198623.1590442657470721.7220840454101563.2%
South America200623.84127235412597725.3449134826660163.1%
Lower-middle-income countries199123.5086536407470722.1449966430664063.0%
Lower-middle-income countries199223.0509719848632821.7201385498046883.0%
South America200020.9486751556396522.2162513732910162.9%
Lower-middle-income countries198822.59179687521.3168373107910162.9%
Lower-middle-income countries199625.1691684722900423.7807579040527342.8%
Lower-middle-income countries198723.03415107727050821.777383804321292.8%
Lower-middle-income countries199424.34615325927734423.0260028839111332.8%
Lower-middle-income countries198314.1362304687513.371643066406252.8%
South America200221.71022987365722722.9478340148925782.8%
Lower-middle-income countries199023.32405281066894522.086717605590822.7%
Lower-middle-income countries200125.87693023681640624.5048503875732422.7%
Lower-middle-income countries200225.94187164306640624.6987495422363282.5%
Lower-middle-income countries199724.55281448364257823.4028892517089842.4%
Lower-middle-income countries199924.91054534912109423.7779579162597662.3%
Lower-middle-income countries198922.64327430725097721.6495990753173832.2%
Lower-middle-income countries199824.5603904724121123.4854164123535162.2%
South America201022.31579208374023423.3316688537597662.2%
Lower-middle-income countries200025.03764343261718823.9536895751953122.2%
South America199821.1404361724853522.0505599975585942.1%
South America200822.74690628051757823.6895046234130862.0%
South America201222.82686042785644523.765909194946292.0%
South America199319.27708244323730520.0671558380126952.0%
South America201624.6515560150146525.6242313385009771.9%
South America198114.82446384429931615.4070558547973631.9%
Lower-middle-income countries198414.867187514.309655189514161.9%
South America199920.7108421325683621.5053730010986331.9%
Lower-middle-income countries200325.91778755187988324.9660015106201171.9%
Lower-middle-income countries200426.20766067504882825.2685966491699221.8%
South America201122.3953380584716823.2264709472656251.8%
Lower-middle-income countries201024.90740013122558624.027532577514651.8%
South America201724.8979835510253925.808654785156251.8%
South America201524.54743576049804725.4135894775390621.7%
South America201824.26389884948730525.1191711425781251.7%
Lower-middle-income countries200924.49172782897949223.658548355102541.7%
South America199118.88015937805175819.536844253540041.7%
South America199720.37734985351562521.0667743682861331.7%
South America199621.13482475280761721.8287525177001951.6%
South America200922.14146995544433622.8645858764648441.6%
South America200723.8184413909912124.5911350250244141.6%
South America201423.50024795532226624.2445449829101561.6%
South America201323.12934875488281223.848367691040041.5%
South America198014.45857906341552714.8397512435913091.3%
South America198216.20938301086425816.6143074035644531.2%
Upper-middle-income countries199015.93624114990234415.5510663986206051.2%
Lower-middle-income countries202418.6094627380371119.0657596588134771.2%
Upper-middle-income countries198322.66763877868652322.1311054229736331.2%
Upper-middle-income countries198221.76587295532226621.2518463134765621.2%
Upper-middle-income countries198423.4200649261474622.8717842102050781.2%
South America198617.91257858276367218.338310241699221.2%
South America201923.47755622863769524.032890319824221.2%
South America198417.69242668151855518.1094856262207031.2%
South America202124.75735282897949225.3406620025634771.2%
Lower-middle-income countries202318.64892196655273419.083665847778321.2%
South America199419.28053665161132819.7189502716064451.1%
Lower-middle-income countries200525.89428710937525.3207168579101561.1%
South America202422.7078990936279323.204162597656251.1%
Upper-middle-income countries198120.8337192535400420.390691757202151.1%
South America199218.90705299377441419.309713363647461.1%
Upper-middle-income countries199115.93338108062744115.6169185638427731.0%
Upper-middle-income countries198514.1720848083496113.9014644622802730.96%
Lower-middle-income countries202219.4866676330566419.8461608886718750.91%
South America199520.26186370849609420.616096496582030.87%
Upper-middle-income countries198020.06066703796386719.7430000305175780.80%
South America202023.81397438049316424.1971130371093750.80%
South America202223.1688785552978523.5375137329101560.79%
Upper-middle-income countries198614.75245666503906214.5223541259765620.79%
Upper-middle-income countries198814.91411876678466814.7027797698974610.71%
Upper-middle-income countries198714.59561920166015614.4146814346313480.62%
Upper-middle-income countries199215.37039279937744115.557736396789550.61%
Upper-middle-income countries198915.17320632934570314.9922866821289060.60%
Upper-middle-income countries199513.7677106857299813.9106435775756840.52%
South America198918.79721260070800818.978441238403320.48%
Lower-middle-income countries201520.79710960388183620.9784240722656250.43%
Upper-middle-income countries201717.72790908813476617.881780624389650.43%
Lower-middle-income countries201420.9699363708496121.1497097015380860.43%
South America198517.7485904693603517.8987789154052730.42%
Lower-middle-income countries202021.62113761901855521.7858314514160160.38%
Upper-middle-income countries199313.94280338287353514.0432691574096680.36%
Lower-middle-income countries200725.63452339172363325.4530963897705080.36%
South America198818.60850143432617218.4788303375244140.35%
Upper-middle-income countries201817.98924064636230518.1103630065917970.34%
Lower-middle-income countries201124.94515991210937524.784070968627930.32%
Upper-middle-income countries202218.355962753295918.4717903137207030.31%
Upper-middle-income countries202118.96803474426269519.0866279602050780.31%
Upper-middle-income countries202418.1473598480224618.2552947998046880.30%
Lower-middle-income countries202121.49140930175781221.6188163757324220.30%
Upper-middle-income countries202317.98990631103515618.0897178649902340.28%
~ energy_mix.hydro_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearhydro_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearhydro_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.nuclear_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearnuclear_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearnuclear_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.oil_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearoil_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearoil_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.other_renewables_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearother_renewables_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearother_renewables_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.solar_annual_change_pct 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_annual_change_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries202522.331695556640625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries202532.5921745300293
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries202535.673526763916016
~ Changed values: 1,724 / 12,710 (13.56%) (73 revised, 1,651 appeared) — showing the 100 most anomalous rows
countryyearsolar_annual_change_pct -solar_annual_change_pct +anomaly score
Lower-middle-income countries200020.13135910034179787.7813034057617263%
Lower-middle-income countries20057.01992273330688515.21520042419433637%
Lower-middle-income countries2007406.4071350097656213.576095581054731%
Lower-middle-income countries2006-39.45725631713867-23.10092163085937526%
Lower-middle-income countries200165.1643371582031251.3537788391113312%
Lower-middle-income countries2011517.5048217773438414.27221679687511%
Lower-middle-income countries201541.0924415588378948.2832870483398448.0%
Lower-middle-income countries201077.1215744018554789.657066345214847.5%
Lower-middle-income countries200326.67659759521484423.3723258972167976.6%
Upper-middle-income countries200826.5914916992187529.8403282165527345.8%
Lower-middle-income countries201778.9110870361328173.228713989257813.7%
Lower-middle-income countries200817.1200618743896518.3123817443847663.4%
Upper-middle-income countries199823.62940597534179725.246772766113283.3%
Lower-middle-income countries200417.02788352966308616.0715236663818362.9%
Lower-middle-income countries201334.3679542541503935.878856658935552.2%
Lower-middle-income countries202320.4938144683837919.7199001312255861.9%
Lower-middle-income countries202117.5718040466308618.2063236236572271.8%
Lower-middle-income countries200218.90382385253906219.5830669403076171.8%
Lower-middle-income countries201863.3981132507324261.2392959594726561.7%
Upper-middle-income countries200959.4395828247070357.537223815917971.6%
Lower-middle-income countries202032.11352539062531.2874431610107421.3%
Lower-middle-income countries202425.19237136840820324.6052360534667971.2%
Upper-middle-income countries2011242.7850799560547237.48527526855471.1%
Lower-middle-income countries2012131.0215606689453128.479995727539060.98%
Upper-middle-income countries199914.31698513031005914.584605216979980.93%
Lower-middle-income countries200937.5081253051757836.8750991821289060.85%
Upper-middle-income countries2014152.50924682617188150.447967529296880.68%
Upper-middle-income countries200131.55390548706054731.1700553894042970.61%
Upper-middle-income countries200713.36438465118408213.5148334503173830.56%
Upper-middle-income countries202335.48522567749023435.0949478149414060.55%
Upper-middle-income countries200418.24003219604492218.439846038818360.54%
Upper-middle-income countries200068.9961318969726668.27565765380860.52%
Upper-middle-income countries199713.33334159851074213.4666690826416020.50%
Upper-middle-income countries200239.6603507995605539.2925453186035160.47%
Upper-middle-income countries200632.83370208740234432.5490074157714840.44%
High-income countries201815.08133411407470715.2065114974975590.41%
Upper-middle-income countries2013134.08155822753906135.141418457031250.39%
Lower-middle-income countries202235.0773468017578135.351268768310550.39%
Upper-middle-income countries201262.69168090820312563.155998229980470.37%
Upper-middle-income countries202440.381481170654340.0857772827148440.37%
Upper-middle-income countries2010121.14188385009766122.029739379882810.37%
Upper-middle-income countries201933.3724021911621133.616203308105470.36%
Upper-middle-income countries200512.2220964431762712.3017625808715820.32%
High-income countries201616.43590927124023416.5354804992675780.30%
Upper-middle-income countries201566.8797225952148467.273796081542970.29%
Upper-middle-income countries201666.7304077148437567.11032867431640.28%
High-income countries201914.64103317260742214.7036285400390620.21%
High-income countries201522.86842727661132822.955993652343750.19%
High-income countries201720.0963401794433620.1731796264648440.19%
Lower-middle-income countries201676.436157226562576.722053527832030.19%
High-income countries202317.7819213867187517.723775863647460.16%
Upper-middle-income countries202227.94680023193359427.8669204711914060.14%
Lower-middle-income countries201933.64721679687533.5566024780273440.13%
Upper-middle-income countries202022.2116012573242222.2706604003906250.13%
High-income countries200542.1779174804687542.255920410156250.09%
High-income countries202019.6212844848632819.5856971740722660.09%
Upper-middle-income countries200327.04397010803222726.9970664978027340.09%
High-income countries201252.40881729125976652.4981117248535160.09%
High-income countries202419.0038375854492218.97399330139160.08%
Upper-middle-income countries201774.5118865966796974.402183532714840.07%
High-income countries202119.18183326721191419.207662582397460.07%
High-income countries201432.37292098999023432.415710449218750.07%
High-income countries202223.24782752990722723.2237167358398440.05%
Upper-middle-income countries201852.36236953735351652.315509796142580.04%
High-income countries201331.74654579162597731.7726211547851560.04%
Lower-middle-income countries201445.2475929260253945.278610229492190.03%
High-income countries200638.2319412231445338.213466644287110.02%
High-income countries200863.7076759338378963.6788368225097660.02%
High-income countries200966.5126342773437566.526771545410160.01%
High-income countries200735.3957252502441435.400878906250.01%
High-income countries201187.4346237182617287.422279357910160.01%
High-income countries201059.5463867187559.553691864013670.01%
Upper-middle-income countries202129.63774681091308629.6343364715576170.01%
Afghanistan2011NaN0.0appeared
Afghanistan2012NaN13900.0009765625appeared
Afghanistan2013NaN7.14285135269165appeared
Afghanistan2014NaN6.6666741371154785appeared
Afghanistan2015NaN3.1249945163726807appeared
Afghanistan2016NaN6.060606956481934appeared
Afghanistan2017NaN8.57142448425293appeared
Afghanistan2018NaN-2.6315746307373047appeared
Afghanistan2019NaN51.35135269165039appeared
Afghanistan2020NaN17.85713768005371appeared
Albania2011NaN59.9999885559082appeared
Albania2012NaN12.500000953674316appeared
Albania2013NaN11.11111831665039appeared
Albania2014NaN0.0appeared
Albania2015NaN0.0appeared
Albania2016NaN100.0appeared
Albania2017NaN-50.0appeared
Albania2018NaN0.0appeared
Albania2019NaN2100.0appeared
Albania2020NaN46.818180084228516appeared
Albania2021NaN26.93499183654785appeared
Albania2022NaN292.68292236328125appeared
Albania2023NaN84.75714874267578appeared
Albania2024NaN14.056211471557617appeared
American Samoa2013NaN122.22223663330078appeared
American Samoa2014NaN0.0appeared
American Samoa2015NaN0.0appeared
~ energy_mix.solar_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearsolar_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearsolar_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.traditional_biomass_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - Traditional biomass comes from Vaclav Smil's historical estimates (2017), which cover the World
-   only, going back to 1800.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeartraditional_biomass_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeartraditional_biomass_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.traditional_biomass_twh 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   [terawatt-hours](#dod:watt-hours).
+   [terawatt-hours](#dod:watt-hours). This is not part of total energy supply and is shown
+   separately.
-   only, going back to 1800.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
+   only.
+   - Smil's series ends in 2015; for later years we hold the last available value constant. We keep
+   it separate from total energy supply, which follows the Statistical Review's commercially-traded
+   scope.
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyeartraditional_biomass_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyeartraditional_biomass_twh
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.wind_annual_change_pct 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearwind_annual_change_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearwind_annual_change_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979100.0
High-income countries20251.6995060443878174
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries202528.51629066467285
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries202512.201863288879395
~ Changed values: 1,095 / 12,710 (8.62%) (93 revised, 1,001 appeared, 1 disappeared) — showing the 100 most anomalous rows
countryyearwind_annual_change_pct -wind_annual_change_pct +anomaly score
Upper-middle-income countries1991234.11390686035156175.8795471191406214%
Lower-middle-income countries20152.7111952304840093.534716606140136713%
Lower-middle-income countries20020.8745650649070741.106745004653930712%
Lower-middle-income countries20198.9252901077270510.0993242263793956.2%
Lower-middle-income countries201212.91471576690673814.2924795150756845.1%
Lower-middle-income countries201411.47389793395996112.6199283599853524.8%
Upper-middle-income countries19921211.20935058593751102.00207519531254.7%
Upper-middle-income countries200427.35063171386718829.7405700683593754.2%
Lower-middle-income countries200018.41563415527343819.993143081665044.1%
Lower-middle-income countries200913.42344474792480514.5020122528076173.9%
Lower-middle-income countries201311.9329118728637712.847961425781253.7%
Lower-middle-income countries20242.54815340042114262.74272894859313963.7%
Lower-middle-income countries201631.81564903259277329.645956039428713.5%
Lower-middle-income countries202112.51363086700439513.3586444854736333.3%
Lower-middle-income countries202315.18324947357177714.240794181823733.2%
Lower-middle-income countries2020-4.215989589691162-4.4651226997375492.9%
Upper-middle-income countries1997104.6953811645507899.380477905273442.6%
Lower-middle-income countries201719.58404159545898418.6539134979248052.4%
Lower-middle-income countries201817.33691596984863318.1749591827392582.4%
Upper-middle-income countries199882.0017929077148478.991325378417971.9%
High-income countries20147.3241672515869147.5396466255187991.4%
High-income countries20186.1067748069763186.2849869728088381.4%
Upper-middle-income countries199941.48246002197265640.4165687561035161.3%
Upper-middle-income countries200129.45761108398437528.7063579559326171.3%
Upper-middle-income countries200688.444213867187586.431167602539061.2%
Asia199721.91269493103027322.4160480499267581.1%
Asia199822.42272758483886721.9193477630615231.1%
High-income countries199614.68637561798095715.0208797454833981.1%
Upper-middle-income countries201913.12542533874511713.4226751327514651.1%
High-income countries201516.4319114685058616.7858428955078121.1%
High-income countries20213.6706023216247563.5968060493469241.0%
High-income countries199730.8694190979003931.4281387329101560.90%
High-income countries20167.7392373085021977.8734860420227050.86%
Upper-middle-income countries199361.0733795166015662.11548995971680.85%
Lower-middle-income countries201021.60509109497070321.95935630798340.81%
Upper-middle-income countries200317.09151649475097716.846971511840820.72%
Lower-middle-income countries201121.43567085266113321.7343330383300780.69%
Upper-middle-income countries1996-82.03396606445312-80.964019775390620.66%
Upper-middle-income countries202315.26900386810302715.0780658721923830.63%
Lower-middle-income countries200143.0524139404296942.543586730957030.59%
Upper-middle-income countries200022.8154773712158222.564317703247070.55%
Upper-middle-income countries199560.26241302490234459.5999183654785160.55%
High-income countries202212.56087017059326212.4231405258178710.55%
Upper-middle-income countries200758.5492973327636757.911647796630860.55%
Upper-middle-income countries200217.01366806030273416.8342571258544920.53%
Upper-middle-income countries2008122.28707122802734121.090248107910160.49%
High-income countries200432.5595245361328132.279838562011720.43%
Upper-middle-income countries201818.93835639953613319.1006927490234380.43%
High-income countries201911.15475273132324211.060459136962890.42%
High-income countries202012.60488319396972712.5056009292602540.40%
Lower-middle-income countries200650.98464202880859450.593120574951170.39%
Lower-middle-income countries200513.14070129394531213.0438890457153320.37%
Lower-middle-income countries200324.15830802917480523.989847183227540.35%
Lower-middle-income countries200491.6535339355468891.037925720214840.34%
High-income countries200522.56886291503906222.4172954559326170.34%
Lower-middle-income countries20224.6456890106201174.6179747581481930.30%
Upper-middle-income countries202215.21337795257568415.1316652297973630.27%
High-income countries199421.25135803222656221.3603935241699220.26%
Upper-middle-income countries200998.7473297119140698.252716064453120.25%
Upper-middle-income countries202137.16885375976562536.982795715332030.25%
Lower-middle-income countries200823.6293277740478523.513833999633790.24%
High-income countries199932.8225250244140632.672710418701170.23%
High-income countries199833.89947891235351633.7511291503906250.22%
High-income countries200825.28410339355468825.182704925537110.20%
High-income countries200727.79792404174804727.6879577636718750.20%
High-income countries200120.91008377075195320.9913845062255860.19%
High-income countries200919.6684036254882819.742458343505860.19%
Upper-middle-income countries201522.89999580383300822.9860744476318360.19%
Upper-middle-income countries201079.0948638916015678.814857482910160.18%
Upper-middle-income countries201631.7343826293945331.8384380340576170.16%
High-income countries20245.4183282852172855.4015221595764160.16%
Upper-middle-income countries202411.89047813415527311.8538503646850590.15%
Upper-middle-income countries202014.26493835449218814.3079395294189450.15%
Upper-middle-income countries199482.4494552612304782.693084716796880.15%
Upper-middle-income countries201333.49453735351562533.5931015014648440.15%
High-income countries200050.6570167541503950.7921714782714840.13%
High-income countries200320.9199428558349620.869832992553710.12%
Upper-middle-income countries201241.9139595031738342.014587402343750.12%
High-income countries200239.5508003234863339.467521667480470.11%
Lower-middle-income countries200724.67201995849609424.624137878417970.10%
High-income countries201017.95107460021972717.982353210449220.09%
High-income countries199319.5100631713867219.5416030883789060.08%
High-income countries201315.96070957183837915.9817571640014650.07%
High-income countries19959.1790180206298839.1678142547607420.06%
Upper-middle-income countries201420.5189952850341820.497598648071290.05%
Upper-middle-income countries200545.4457054138183645.489242553710940.05%
High-income countries201215.32463359832763715.3385801315307620.05%
Upper-middle-income countries201148.9895515441894549.032367706298830.04%
High-income countries201123.1816539764404323.170444488525390.02%
High-income countries20235.20480203628545.2072048187255860.02%
High-income countries200624.43192672729492224.442525863647460.02%
Upper-middle-income countries201725.48760795593261725.480211257934570.01%
High-income countries201715.1201066970825215.1170730590820310.01%
Afghanistan2010NaN0.0appeared
Afghanistan2011NaN0.0appeared
Afghanistan2012NaN-100.0appeared
Antarctica2006NaN0.0appeared
Antarctica2007NaN0.0appeared
Antarctica2008NaN0.0appeared
Antarctica2009NaN100.0appeared
~ energy_mix.wind_annual_change_twh 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: ''
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearwind_annual_change_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearwind_annual_change_twh
High-income countries1965NaN
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.003000000026077032
High-income countries19790.003000000026077032
High-income countries202519.9541015625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries202528.954208374023438
Upper-middle-income countries1965NaN
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries2025148.75341796875
~ Changed values: 5,955 / 12,710 (46.85%) (89 revised, 5,857 appeared, 9 disappeared) — showing the 100 most anomalous rows
countryyearwind_annual_change_twh -wind_annual_change_twh +anomaly score
Lower-middle-income countries20150.99866867065429691.365966320037841816%
Upper-middle-income countries19900.00302020274102687840.004020202904939651514%
Lower-middle-income countries20020.0216000080108642580.02760000713169574712%
Lower-middle-income countries20196.24562072753906257.3456497192382818.1%
Lower-middle-income countries20143.79138946533203124.3303904533386236.6%
Lower-middle-income countries20242.52299499511718752.84282135963439946.0%
Lower-middle-income countries20123.37647819519042973.80247497558593755.9%
Lower-middle-income countries20219.1360473632812510.2199058532714845.6%
Lower-middle-income countries2020-3.2135238647460938-3.5756578445434575.3%
Lower-middle-income countries20133.5227031707763673.9067053794860845.2%
Upper-middle-income countries20040.351600408554077150.385000407695770264.5%
Lower-middle-income countries20000.26849997043609620.29150003194808964.1%
Lower-middle-income countries20092.0952806472778322.26958107948303224.0%
Lower-middle-income countries201810.33928298950195311.1862850189208983.9%
Lower-middle-income countries20223.8161926269531254.00489091873168952.4%
High-income countries201841.71557617187543.31993484497071.9%
High-income countries201432.28121948242187533.321239471435551.6%
Lower-middle-income countries20114.6149806976318364.7499828338623051.4%
Upper-middle-income countries201960.73190307617187562.4807434082031251.4%
Lower-middle-income countries20103.82505035400390623.9350495338439941.4%
Upper-middle-income countries20050.74400520324707030.76400536298751831.3%
High-income countries201577.7279663085937579.777770996093751.3%
High-income countries201642.6245117187543.701469421386721.2%
Upper-middle-income countries19930.080808058381080630.082808054983615881.2%
High-income countries19961.0481429100036621.0731530189514161.2%
Asia19970.21406048536300660.218977630138397221.1%
High-income countries19972.5266561508178712.58262658119201661.1%
Asia19980.267041087150573730.26212394237518310.93%
Upper-middle-income countries19940.175717204809188840.17871721088886260.85%
Upper-middle-income countries19970.117214277386665340.119214288890361790.85%
Lower-middle-income countries201612.03702545166015611.8614253997802730.73%
Upper-middle-income countries201873.6756286621093874.652084350585940.66%
Upper-middle-income countries202074.667846679687575.54123687744140.58%
High-income countries202133.3005981445312532.923496246337890.57%
High-income countries20016.0013866424560556.0663890838623050.54%
Lower-middle-income countries202313.05167388916015612.9205112457275390.51%
Upper-middle-income countries20010.213496088981628420.211496084928512570.47%
Lower-middle-income countries20179.766696929931649.676099777221680.47%
High-income countries201789.7201538085937590.51308441162110.44%
High-income countries20009.650417327880869.7343540191650390.43%
High-income countries202355.10131835937555.513122558593750.37%
Upper-middle-income countries20000.134638369083404540.13563831150531770.37%
Upper-middle-income countries201674.6812591552734475.218955993652340.36%
Upper-middle-income countries201543.8495483398437544.155456542968750.35%
Upper-middle-income countries2023144.326416015625143.512542724609380.28%
Upper-middle-income countries201339.86434936523437540.0873451232910160.28%
High-income countries200213.72504043579101613.8001394271850590.27%
High-income countries19941.14568901062011721.15187120437622070.27%
High-income countries200937.282104492187537.4830894470214840.27%
Upper-middle-income countries20030.18764507770538330.186644971370697020.27%
Upper-middle-income countries19980.187924921512603760.18892490863800050.27%
Lower-middle-income countries20030.60188007354736330.60487997531890870.25%
High-income countries200310.13097381591796910.1773719787597660.23%
Upper-middle-income countries201779.0150451660156279.363464355468750.22%
Upper-middle-income countries201235.1515350341796935.304031372070310.22%
Upper-middle-income countries19950.234323352575302120.235323324799537660.21%
Upper-middle-income countries20072.62717199325561522.6381716728210450.21%
High-income countries201040.71939086914062540.881687164306640.20%
Upper-middle-income countries2021222.30841064453125223.19433593750.20%
High-income countries202460.34741210937560.58326339721680.20%
Lower-middle-income countries20042.83510041236877442.84610056877136230.19%
High-income countries201360.66427612304687560.898273468017580.19%
High-income countries19983.63118934631347663.64518523216247560.19%
High-income countries200623.2454223632812523.3301277160644530.18%
High-income countries201250.50668334960937550.67468261718750.17%
Upper-middle-income countries20062.1059761047363282.1119759082794190.14%
High-income countries2022118.13812255859375117.80580902099610.14%
High-income countries19994.7076778411865234.71969461441040.13%
Upper-middle-income countries201127.57612609863281227.6456279754638670.13%
Upper-middle-income countries201432.600952148437532.677150726318360.12%
High-income countries200517.51899719238281217.478794097900390.11%
Upper-middle-income countries2022124.81243896484375125.093902587890620.11%
Upper-middle-income countries2024129.5528564453125129.836318969726560.11%
High-income countries201980.8517456054687581.026763916015620.11%
High-income countries200419.0663108825683619.0268096923828120.10%
High-income countries201162.0236206054687562.148941040039060.10%
Lower-middle-income countries20072.4985752105712892.50357580184936520.10%
Upper-middle-income countries1996-0.5112042427062988-0.51020419597625730.10%
High-income countries2020101.5538330078125101.746475219726560.09%
High-income countries19930.88010454177856450.8815273046493530.08%
High-income countries200838.2545318603515638.19373703002930.08%
Lower-middle-income countries20010.74329996109008790.74430000782012940.07%
Lower-middle-income countries20082.98337650299072272.97937607765197750.07%
Upper-middle-income countries20088.6998481750488288.7108478546142580.06%
Lower-middle-income countries20063.41974973678588873.41574954986572270.06%
Upper-middle-income countries200915.61603260040283215.6266326904296880.03%
High-income countries200732.90969848632812532.887493133544920.03%
Upper-middle-income countries201024.8596458435058624.8512420654296880.02%
High-income countries19950.60001611709594730.59998095035552980.00%
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
Afghanistan1987NaN0.0appeared
Afghanistan1988NaN0.0appeared
Afghanistan1989NaN0.0appeared
Afghanistan1990NaN0.0appeared
Afghanistan1991NaN0.0appeared
~ energy_mix.wind_per_capita_kwh 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearwind_per_capita_kwh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearwind_per_capita_kwh
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.002753164852038026
High-income countries19790.005464471410959959
High-income countries2025839.70751953125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries202544.30278015136719
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries2025442.2273254394531
~ Changed values: 6,023 / 12,710 (47.39%) (93 revised, 5,924 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearwind_per_capita_kwh -wind_per_capita_kwh +anomaly score
Upper-middle-income countries19900.00133529759477823970.001777419354766607314%
Upper-middle-income countries19910.004389560315757990.0048245610669255264.7%
Upper-middle-income countries19960.045724831521511080.0489921309053897863.4%
Lower-middle-income countries201514.69776058197021515.5433340072631842.8%
Lower-middle-income countries202129.36597061157226631.0029754638671882.7%
Lower-middle-income countries202230.3460903167724632.029247283935552.7%
Lower-middle-income countries201927.97365760803222729.3893394470214842.5%
Lower-middle-income countries201414.52848434448242215.2421112060546882.4%
Lower-middle-income countries202434.92138290405273436.626091003417972.4%
Lower-middle-income countries202026.43540763854980527.7010040283203122.3%
Lower-middle-income countries202334.50024032592773436.115863800048832.3%
Upper-middle-income countries19970.092556372284889220.096595108509063722.1%
Lower-middle-income countries201619.08783149719238319.853706359863282.0%
Lower-middle-income countries201826.03238677978515627.0581817626953121.9%
Lower-middle-income countries201313.24153327941894513.7505798339843751.9%
Lower-middle-income countries201722.49678802490234423.217441558837891.6%
Lower-middle-income countries201212.02461910247802712.385630607604981.5%
Upper-middle-income countries19980.166637152433395390.171031847596168521.3%
Upper-middle-income countries20050.88966912031173710.91298383474349981.3%
Upper-middle-income countries20040.61725574731826780.63324207067489621.3%
Upper-middle-income countries19990.233298540115356450.237647309899330140.92%
Lower-middle-income countries201110.82823467254638711.0188779830932620.87%
Upper-middle-income countries20000.283584207296371460.288279592990875240.82%
Upper-middle-income countries19940.162575021386146550.1650836467742920.77%
Upper-middle-income countries20061.66146922111511231.68679606914520260.76%
Lower-middle-income countries20109.0704402923583989.2074899673461910.75%
Upper-middle-income countries19930.090201847255229950.091471575200557710.70%
Lower-middle-income countries20000.87432980537414550.88597738742828370.66%
Lower-middle-income countries20097.5894780158996587.6817727088928220.60%
Lower-middle-income countries20021.2123543024063111.22695279121398930.60%
Upper-middle-income countries19950.257480293512344360.26037257909774780.56%
Upper-middle-income countries20072.61120271682739262.6403453350067140.55%
High-income countries2018519.8965454101562525.46380615234380.53%
Lower-middle-income countries20031.47685062885284421.49260604381561280.53%
Upper-middle-income countries20010.36348062753677370.36735463142395020.53%
High-income countries2019575.418701171875581.0871582031250.49%
Lower-middle-income countries20011.2256175279617311.23752725124359130.48%
Upper-middle-income countries20020.42143496870994570.4252735972404480.45%
High-income countries2016429.7091369628906433.59384155273440.45%
Upper-middle-income countries2020196.2698516845703198.043365478515620.45%
High-income countries2017492.1158752441406496.551696777343750.45%
High-income countries2020646.3319702148438652.123535156250.45%
Upper-middle-income countries2019172.70401000976562174.19902038574220.43%
High-income countries19978.6622829437255868.7338914871215820.41%
High-income countries2021669.47314453125674.99127197265620.41%
High-income countries2015401.3450927734375404.469421386718750.39%
Upper-middle-income countries2021268.1463928222656270.20236206054690.38%
High-income countries200127.5304489135742227.739494323730470.38%
Upper-middle-income countries19920.056743290275335310.057172145694494250.38%
Lower-middle-income countries20042.7775132656097412.79812788963317870.37%
High-income countries199811.54652118682861311.6290740966796880.36%
High-income countries2023786.11572265625791.64349365234380.35%
High-income countries2022750.7650146484375756.02697753906250.35%
Upper-middle-income countries20030.48908105492591860.492505103349685670.35%
High-income countries200238.1972732543945338.464347839355470.35%
Upper-middle-income countries2022308.1553039550781310.29782104492190.35%
High-income countries200022.88863372802734423.046936035156250.34%
High-income countries2024826.7367553710938832.41741943359380.34%
High-income countries200345.91709136962890646.218978881835940.33%
Lower-middle-income countries20053.0853292942047123.10556864738464360.33%
High-income countries199915.26811885833740215.3599357604980470.30%
Upper-middle-income countries2018153.69554138183594154.619720458984380.30%
Upper-middle-income countries20085.7523388862609865.7852215766906740.29%
Upper-middle-income countries2023354.40203857421875356.274963378906250.26%
Upper-middle-income countries2024395.3605041503906397.31979370117190.25%
High-income countries2014346.9002380371094348.541198730468750.24%
Upper-middle-income countries2016104.66758728027344105.159637451171880.23%
Upper-middle-income countries2017130.24314880371094130.847717285156250.23%
High-income countries200460.5304832458496160.7998962402343750.22%
Asia19970.331519305706024170.332888066768646240.21%
High-income countries19966.6516785621643076.6781549453735350.20%
Lower-middle-income countries20064.5755662918090824.59363842010498050.20%
Upper-middle-income countries201580.1378860473632880.45107269287110.20%
Lower-middle-income countries20075.60373735427856455.6237096786499020.18%
Upper-middle-income countries201355.1331939697265655.319744110107420.17%
High-income countries200691.27465820312591.575332641601560.16%
Upper-middle-income countries200911.3264131546020511.3628101348876950.16%
High-income countries200573.7753829956054774.012115478515620.16%
Upper-middle-income countries201465.810157775878966.021110534667970.16%
High-income countries2013325.1637268066406326.04724121093750.14%
Upper-middle-income countries201241.7090911865234441.8193397521972660.13%
Lower-middle-income countries20086.8082246780395516.8261079788208010.13%
High-income countries2012282.0655212402344282.78063964843750.13%
High-income countries2010200.98973083496094201.493255615234380.13%
High-income countries2007115.88011169433594116.161804199218750.12%
High-income countries2011246.08505249023438246.679092407226560.12%
High-income countries2009171.41387939453125171.797760009765620.11%
Upper-middle-income countries201129.67099761962890629.728345870971680.10%
Upper-middle-income countries201020.09689903259277320.1299591064453120.08%
High-income countries2008144.16151428222656144.395004272460940.08%
High-income countries19945.3672633171081545.3735074996948240.06%
High-income countries19955.8281612396240235.8343429565429690.05%
High-income countries19934.4527993202209474.4539747238159180.01%
Afghanistan1980NaN0.0appeared
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
~ energy_mix.wind_share_including_biomass_pct 🟢 median anomaly score 0.48%changed metadatanew data
metadata diff
-   - The Statistical Review of World Energy does not include data on traditional biomass. We add
-   Vaclav Smil's estimates of traditional biomass to total energy supply.
-   - Smil's estimates end in 2015. For later years, we assume that traditional biomass stays at its
-   2015 value.
-   - For the World, data before 1965 (going back to 1800) comes from Vaclav Smil's historical
-   estimates (2017).
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearwind_share_including_biomass_pct
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearwind_share_including_biomass_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
High-income countries1973NaN
High-income countries1974NaN
High-income countries1975NaN
High-income countries1976NaN
High-income countries1977NaN
High-income countries1978NaN
High-income countries1979NaN
High-income countries2025NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Lower-middle-income countries1973NaN
Lower-middle-income countries1974NaN
Lower-middle-income countries1975NaN
Lower-middle-income countries1976NaN
Lower-middle-income countries1977NaN
Lower-middle-income countries1978NaN
Lower-middle-income countries1979NaN
Lower-middle-income countries2025NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
Upper-middle-income countries1973NaN
Upper-middle-income countries1974NaN
Upper-middle-income countries1975NaN
Upper-middle-income countries1976NaN
Upper-middle-income countries1977NaN
Upper-middle-income countries1978NaN
Upper-middle-income countries1979NaN
Upper-middle-income countries2025NaN
~ energy_mix.wind_twh 🟢 median anomaly score 0.48%changed metadatanew datachanged data
metadata diff
- description_processing: '- For the World, data before 1965 (going back to 1800) comes from Vaclav
- Smil''s historical estimates
-   (2017).'
+ description_processing: |-
+   - Countries the Statistical Review does not cover are added from the U.S. Energy Information
+   Administration (EIA), source by source, and their total energy supply is the sum of those sources.
+   EIA's own total is measured differently — it counts electricity as consumed rather than as
+   generated, and does not convert geothermal and bioenergy into the heat needed to produce them — so
+   using it would put those countries on a different basis from the rest.
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
+   - The World series is extended back to 1800 using Vaclav Smil's historical estimates (2017), for
+   years before the Statistical Review begins (1965). Only commercially-traded energy sources are
+   included (traditional biomass, which Smil reports but the Statistical Review does not, is excluded
+   so the series stays on a single basis with no step at the splice).
+ New values: 248 / 12,710 (1.95%) — showing a random sample of 100 rows
countryyearwind_twh
Antigua and Barbuda2025NaN
Armenia2025NaN
Aruba2025NaN
Barbados2025NaN
Belize2025NaN
Botswana2025NaN
British Virgin Islands2025NaN
Burundi2025NaN
Cambodia2025NaN
Cape Verde2025NaN
Cayman Islands2025NaN
Cook Islands2025NaN
Cote d'Ivoire2025NaN
Czechoslovakia1994NaN
Czechoslovakia1998NaN
Czechoslovakia2001NaN
Czechoslovakia2005NaN
Czechoslovakia2008NaN
Czechoslovakia2012NaN
Czechoslovakia2013NaN
Czechoslovakia2020NaN
Czechoslovakia2023NaN
Czechoslovakia2024NaN
Dominican Republic2025NaN
East Germany1991NaN
East Germany1992NaN
East Germany1994NaN
East Germany1995NaN
East Germany1997NaN
East Germany2002NaN
East Germany2004NaN
East Germany2005NaN
East Germany2006NaN
East Germany2007NaN
East Germany2014NaN
East Germany2020NaN
East Germany2021NaN
East Germany2023NaN
Eritrea2025NaN
Eswatini2025NaN
French Guiana2025NaN
Guadeloupe2025NaN
Guam2025NaN
Guinea2025NaN
Guinea-Bissau2025NaN
Haiti2025NaN
Honduras2025NaN
Lebanon2025NaN
Liberia2025NaN
Martinique2025NaN
Mauritius2025NaN
Moldova2025NaN
Montenegro2025NaN
Nauru2025NaN
Nepal2025NaN
North Korea2025NaN
Palestine2025NaN
Reunion2025NaN
Saint Vincent and the Grenadines2025NaN
Samoa2025NaN
Serbia and Montenegro2006NaN
Serbia and Montenegro2007NaN
Serbia and Montenegro2012NaN
Serbia and Montenegro2013NaN
Serbia and Montenegro2016NaN
Serbia and Montenegro2017NaN
Serbia and Montenegro2018NaN
Serbia and Montenegro2019NaN
Seychelles2025NaN
Tajikistan2025NaN
Turks and Caicos Islands2025NaN
United States Virgin Islands2025NaN
Vanuatu2025NaN
West Germany1991NaN
West Germany1993NaN
West Germany1995NaN
West Germany1997NaN
West Germany1998NaN
West Germany2000NaN
West Germany2005NaN
West Germany2012NaN
West Germany2013NaN
West Germany2014NaN
West Germany2016NaN
West Germany2018NaN
West Germany2020NaN
West Germany2024NaN
Western Sahara2025NaN
Yugoslavia1995NaN
Yugoslavia1998NaN
Yugoslavia1999NaN
Yugoslavia2000NaN
Yugoslavia2001NaN
Yugoslavia2003NaN
Yugoslavia2005NaN
Yugoslavia2006NaN
Yugoslavia2012NaN
Yugoslavia2015NaN
Yugoslavia2018NaN
Yugoslavia2024NaN
- Removed values: 61 / 12,710 (0.48%)
countryyearwind_twh
High-income countries19650.0
High-income countries19660.0
High-income countries19670.0
High-income countries19680.0
High-income countries19690.0
High-income countries19700.0
High-income countries19710.0
High-income countries19720.0
High-income countries19730.0
High-income countries19740.0
High-income countries19750.0
High-income countries19760.0
High-income countries19770.0
High-income countries19780.003000000026077032
High-income countries19790.006000000052154064
High-income countries20251194.06591796875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Low-income countries2025NaN
Lower-middle-income countries19650.0
Lower-middle-income countries19660.0
Lower-middle-income countries19670.0
Lower-middle-income countries19680.0
Lower-middle-income countries19690.0
Lower-middle-income countries19700.0
Lower-middle-income countries19710.0
Lower-middle-income countries19720.0
Lower-middle-income countries19730.0
Lower-middle-income countries19740.0
Lower-middle-income countries19750.0
Lower-middle-income countries19760.0
Lower-middle-income countries19770.0
Lower-middle-income countries19780.0
Lower-middle-income countries19790.0
Lower-middle-income countries2025130.48988342285156
Upper-middle-income countries19650.0
Upper-middle-income countries19660.0
Upper-middle-income countries19670.0
Upper-middle-income countries19680.0
Upper-middle-income countries19690.0
Upper-middle-income countries19700.0
Upper-middle-income countries19710.0
Upper-middle-income countries19720.0
Upper-middle-income countries19730.0
Upper-middle-income countries19740.0
Upper-middle-income countries19750.0
Upper-middle-income countries19760.0
Upper-middle-income countries19770.0
Upper-middle-income countries19780.0
Upper-middle-income countries19790.0
Upper-middle-income countries20251367.8575439453125
~ Changed values: 6,102 / 12,710 (48.01%) (93 revised, 6,003 appeared, 6 disappeared) — showing the 100 most anomalous rows
countryyearwind_twh -wind_twh +anomaly score
Upper-middle-income countries19900.00302020274102687840.004020202904939651514%
Upper-middle-income countries19910.0100909173488616940.0110909175127744674.7%
Upper-middle-income countries19960.111957445740699770.119957447052001953.4%
Lower-middle-income countries201537.8336639404296940.010261535644532.8%
Lower-middle-income countries202182.1448135375976686.723968505859382.7%
Lower-middle-income countries202285.9610061645507890.72885894775392.7%
Lower-middle-income countries201976.222290039062580.079719543457032.5%
Lower-middle-income countries201436.8349952697753938.64429855346682.4%
Lower-middle-income countries2024101.53567504882812106.492195129394532.4%
Lower-middle-income countries202073.008766174316476.504066467285162.3%
Lower-middle-income countries202399.01268005371094103.649375915527342.3%
Upper-middle-income countries19970.22917172312736510.239171728491783142.1%
Lower-middle-income countries201649.87068939208984451.871688842773442.0%
Lower-middle-income countries201869.9766693115234472.734069824218751.9%
Lower-middle-income countries201333.0436058044433634.3139076232910161.9%
Lower-middle-income countries201759.63738632202148461.5477867126464841.6%
Lower-middle-income countries201229.52090263366699230.4072017669677731.5%
Upper-middle-income countries19980.417096644639968870.42809665203094481.3%
Upper-middle-income countries20052.38113498687744142.4435350894927981.3%
Upper-middle-income countries20041.6371297836303711.67952978610992431.3%
Upper-middle-income countries19990.59011858701705930.60111862421035770.92%
Lower-middle-income countries201126.14442443847656226.6047267913818360.87%
Upper-middle-income countries20000.72475695610046390.73675692081451420.82%
Upper-middle-income countries19940.38883832097053530.39483833312988280.77%
Upper-middle-income countries20064.48711109161376954.5555109977722170.76%
Lower-middle-income countries201021.52944374084472721.854743957519530.75%
Upper-middle-income countries19930.213121116161346440.2161211073398590.70%
Lower-middle-income countries20001.72650003433227541.7495000362396240.66%
Lower-middle-income countries200917.7043933868408217.9196929931640620.60%
Lower-middle-income countries20022.49140000343322752.5213999748229980.60%
Upper-middle-income countries19950.62316167354583740.63016164302825930.56%
Upper-middle-income countries20077.1142830848693857.1936826705932620.55%
High-income countries2018724.8187866210938732.58044433593750.53%
Lower-middle-income countries20033.0932800769805913.12628006935119630.53%
Upper-middle-income countries20010.93825304508209230.94825303554534910.53%
High-income countries2019805.6705322265625813.60723876953120.49%
Lower-middle-income countries20012.46979999542236332.4937999248504640.48%
Upper-middle-income countries20021.09788429737091061.1078844070434570.45%
High-income countries2016593.383056640625598.74743652343750.45%
Upper-middle-income countries2020598.10400390625603.5085449218750.45%
High-income countries2017683.1032104492188689.2604980468750.45%
High-income countries2020907.224365234375915.35369873046880.45%
Upper-middle-income countries2019523.4361572265625527.967285156250.43%
High-income countries199710.71163749694824210.8001880645751950.41%
High-income countries2021940.5249633789062948.27716064453120.41%
High-income countries2015550.758544921875555.04595947265620.39%
Upper-middle-income countries2021820.4124145507812826.70281982421880.38%
High-income countries200134.70230865478515634.965812683105470.38%
Upper-middle-income countries19920.13231305778026580.133313059806823730.38%
Lower-middle-income countries20045.9283804893493655.9723806381225590.37%
High-income countries199814.34282684326171914.4453725814819340.36%
High-income countries20231113.7644042968751121.59606933593750.35%
High-income countries20221058.66308593751066.08300781250.35%
Upper-middle-income countries20031.2855293750762941.29452931880950930.35%
High-income countries200248.4273490905761748.765949249267580.35%
Upper-middle-income countries2022945.224853515625951.79675292968750.35%
High-income countries200028.700922012329128.899421691894530.34%
High-income countries20241174.111816406251182.17932128906250.34%
High-income countries200358.5583229064941458.9433212280273440.33%
Lower-middle-income countries20056.7074112892150886.7514114379882810.33%
High-income countries199919.05050468444824219.1650676727294920.30%
Upper-middle-income countries2018462.7042541503906465.48654174804690.30%
Upper-middle-income countries200815.81413173675537115.904530525207520.29%
Upper-middle-income countries20231089.551269531251095.3093261718750.26%
Upper-middle-income countries20241219.10412597656251225.14562988281250.25%
High-income countries2014473.03057861328125475.26818847656250.24%
Upper-middle-income countries2016310.0135803222656311.47097778320310.23%
Upper-middle-income countries2017389.02862548828125390.83444213867190.23%
High-income countries200477.624633789062577.970130920410160.22%
Asia19971.19093930721282961.19585645198822020.21%
High-income countries19968.1849813461303718.2175617218017580.20%
Lower-middle-income countries200610.12716102600097710.1671609878540040.20%
Upper-middle-income countries2015235.3323211669922236.25202941894530.20%
Lower-middle-income countries200712.62573623657226612.6707363128662110.18%
Upper-middle-income countries2013158.88182067871094159.419418334960940.17%
High-income countries2006118.38905334472656118.7790527343750.16%
Upper-middle-income countries200931.43016433715820331.5311641693115230.16%
High-income countries200595.1436309814453195.448928833007810.16%
Upper-middle-income countries2014191.48277282714844192.09655761718750.16%
High-income countries2013440.7493591308594441.946960449218750.14%
Upper-middle-income countries2012119.01747131347656119.332069396972660.13%
Lower-middle-income countries200815.60911273956298815.650112152099610.13%
High-income countries2012380.0850830078125381.04867553710940.13%
High-income countries2010267.5547790527344268.22506713867190.13%
High-income countries2007151.2987518310547151.66654968261720.12%
High-income countries2011329.5783996582031330.37399291992190.12%
High-income countries2009226.83538818359375227.34338378906250.11%
Upper-middle-income countries201183.8659362792968884.028038024902340.10%
Upper-middle-income countries201056.2898101806640656.3824081420898440.08%
High-income countries2008189.55328369140625189.860290527343750.08%
High-income countries19946.5368223190307626.5444273948669430.06%
High-income countries19957.1368384361267097.1444082260131840.05%
High-income countries19935.39113330841064455.3925561904907230.01%
Afghanistan1980NaN0.0appeared
Afghanistan1981NaN0.0appeared
Afghanistan1982NaN0.0appeared
Afghanistan1983NaN0.0appeared
Afghanistan1984NaN0.0appeared
Afghanistan1985NaN0.0appeared
Afghanistan1986NaN0.0appeared
~ garden/energy/2026-06-30/fossil_fuels🔴 2 · 🟡 27 · 🟢 29 column(s) changed↕ 🟡 4 · 🟢 52 column(s) w/ shifted coverage− 36 row(s) removed: High-income countries, Low-income countries, Lower-middle-income countries, Upper-middle-income countries60 columns in 1 table
= Table fossil_fuels🔴 median anomaly score 17%
~ fossil_fuels.gas_imports_m3 🔴 median anomaly score 17%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_imports_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 46 / 19,186 (0.24%) (4 revised, 42 appeared)
countryyeargas_imports_m3 -gas_imports_m3 +anomaly score
Upper-middle-income countries199027114541056.012049978368.038%
Upper-middle-income countries199129916352512.016210998272.030%
Upper-middle-income countries1992153156009984.0141772636160.03.9%
Europe1992328590589952.0317207216128.01.8%
Europe1990NaN128140582912.0appeared
Europe1991NaN191420825600.0appeared
High-income countries1980NaN27885496320.0appeared
High-income countries1981NaN25596985344.0appeared
High-income countries1982NaN26429132800.0appeared
High-income countries1983NaN26006388736.0appeared
High-income countries1984NaN23872800768.0appeared
High-income countries1985NaN26892935168.0appeared
High-income countries1986NaN21250349056.0appeared
High-income countries1987NaN28105377792.0appeared
High-income countries1988NaN36636676096.0appeared
High-income countries1989NaN39120285696.0appeared
North America1980NaN27885496320.0appeared
North America1981NaN25596985344.0appeared
North America1982NaN26429132800.0appeared
North America1983NaN26006388736.0appeared
North America1984NaN23872800768.0appeared
North America1985NaN26892935168.0appeared
North America1986NaN21250349056.0appeared
North America1987NaN28105377792.0appeared
North America1988NaN36636676096.0appeared
North America1989NaN39120285696.0appeared
Oceania1980NaN0.0appeared
Oceania1981NaN0.0appeared
Oceania1982NaN0.0appeared
Oceania1983NaN0.0appeared
Oceania1984NaN0.0appeared
Oceania1985NaN0.0appeared
Oceania1986NaN0.0appeared
Oceania1987NaN0.0appeared
Oceania1988NaN0.0appeared
Oceania1989NaN0.0appeared
Upper-middle-income countries1980NaN0.0appeared
Upper-middle-income countries1981NaN0.0appeared
Upper-middle-income countries1982NaN0.0appeared
Upper-middle-income countries1983NaN0.0appeared
Upper-middle-income countries1984NaN0.0appeared
Upper-middle-income countries1985NaN0.0appeared
Upper-middle-income countries1986NaN0.0appeared
Upper-middle-income countries1987NaN0.0appeared
Upper-middle-income countries1988NaN0.0appeared
Upper-middle-income countries1989NaN0.0appeared
~ fossil_fuels.gas_imports_per_capita_m3 🔴 median anomaly score 17%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_imports_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 46 / 19,186 (0.24%) (4 revised, 42 appeared)
countryyeargas_imports_per_capita_m3 -gas_imports_per_capita_m3 +anomaly score
Upper-middle-income countries199011.9879302978515625.32755851745605538%
Upper-middle-income countries199113.0136470794677737.05180215835571330%
Upper-middle-income countries199265.6819152832031260.8000869750976563.9%
Europe1992451.08599853515625435.459045410156251.8%
Europe1990NaN176.7593536376953appeared
Europe1991NaN263.1943054199219appeared
High-income countries1980NaN25.19855499267578appeared
High-income countries1981NaN22.95488929748535appeared
High-income countries1982NaN23.530574798583984appeared
High-income countries1983NaN22.991098403930664appeared
High-income countries1984NaN20.960464477539062appeared
High-income countries1985NaN23.452777862548828appeared
High-income countries1986NaN18.402782440185547appeared
High-income countries1987NaN24.165136337280273appeared
High-income countries1988NaN31.273557662963867appeared
High-income countries1989NaN33.155723571777344appeared
North America1980NaN74.481201171875appeared
North America1981NaN67.43779754638672appeared
North America1982NaN68.69268798828125appeared
North America1983NaN66.6838607788086appeared
North America1984NaN60.40076446533203appeared
North America1985NaN67.1531753540039appeared
North America1986NaN52.383419036865234appeared
North America1987NaN68.4033203125appeared
North America1988NaN88.02622985839844appeared
North America1989NaN92.78044128417969appeared
Oceania1980NaN0.0appeared
Oceania1981NaN0.0appeared
Oceania1982NaN0.0appeared
Oceania1983NaN0.0appeared
Oceania1984NaN0.0appeared
Oceania1985NaN0.0appeared
Oceania1986NaN0.0appeared
Oceania1987NaN0.0appeared
Oceania1988NaN0.0appeared
Oceania1989NaN0.0appeared
Upper-middle-income countries1980NaN0.0appeared
Upper-middle-income countries1981NaN0.0appeared
Upper-middle-income countries1982NaN0.0appeared
Upper-middle-income countries1983NaN0.0appeared
Upper-middle-income countries1984NaN0.0appeared
Upper-middle-income countries1985NaN0.0appeared
Upper-middle-income countries1986NaN0.0appeared
Upper-middle-income countries1987NaN0.0appeared
Upper-middle-income countries1988NaN0.0appeared
Upper-middle-income countries1989NaN0.0appeared
~ fossil_fuels.oil_imports_per_capita_m3 🟡 median anomaly score 9.0%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_imports_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 40 / 19,186 (0.21%) (14 revised, 26 appeared)
countryyearoil_imports_per_capita_m3 -oil_imports_per_capita_m3 +anomaly score
Upper-middle-income countries19800.093284815549850460.0759242251515388510%
Upper-middle-income countries19850.076678372919559480.0627331659197807310%
Upper-middle-income countries19810.089415192604064940.073179699480533610.0%
Upper-middle-income countries19860.081040740013122560.06711008399724969.4%
Upper-middle-income countries19830.084319241344928740.070119127631187449.2%
Upper-middle-income countries19840.084290310740470890.070195123553276069.1%
Upper-middle-income countries19820.087274834513664250.072730965912342079.1%
Upper-middle-income countries19870.083679795265197750.06991478800773629.0%
Upper-middle-income countries19890.081413336098194120.068470120429992688.6%
Upper-middle-income countries19880.08801439404487610.074969626963138588.0%
Upper-middle-income countries19900.077057413756847380.066936597228050237.0%
Upper-middle-income countries19910.063755795359611510.0580125749111175544.7%
Upper-middle-income countries19920.097406595945358280.091911412775516512.9%
Europe19920.9847223758697510.9671320319175720.90%
Asia2019NaN0.08527228981256485appeared
Asia2020NaN0.07310176640748978appeared
Europe1980NaN0.8763470649719238appeared
Europe1981NaN0.7569802403450012appeared
Europe1982NaN0.6814463138580322appeared
Europe1983NaN0.6456130743026733appeared
Europe1984NaN0.6517677307128906appeared
Europe1985NaN0.6318116188049316appeared
Europe1986NaN0.7011741399765015appeared
Europe1987NaN0.6900771856307983appeared
Europe1988NaN0.7100935578346252appeared
Europe1989NaN0.7176424264907837appeared
Europe1990NaN0.712084949016571appeared
Europe1991NaN0.8324885964393616appeared
Europe2019NaN0.8466257452964783appeared
Europe2020NaN0.7243436574935913appeared
High-income countries2019NaN1.0516315698623657appeared
High-income countries2020NaN0.8990023732185364appeared
North America2019NaN0.7426846027374268appeared
North America2020NaN0.6397654414176941appeared
Oceania2019NaN0.5894743204116821appeared
Oceania2020NaN0.415468692779541appeared
South America2019NaN0.024414362385869026appeared
South America2020NaN0.01995466649532318appeared
Upper-middle-income countries2019NaN0.012281653471291065appeared
Upper-middle-income countries2020NaN0.011208721436560154appeared
~ fossil_fuels.oil_imports_m3 🟡 median anomaly score 9.0%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_imports_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 40 / 19,186 (0.21%) (14 revised, 26 appeared)
countryyearoil_imports_m3 -oil_imports_m3 +anomaly score
Upper-middle-income countries1980175481200.0142823616.010%
Upper-middle-income countries1985158228800.0129452328.010%
Upper-middle-income countries1981171366288.0140250592.010.0%
Upper-middle-income countries1986170358896.0141074720.09.4%
Upper-middle-income countries1983167805488.0139545552.09.2%
Upper-middle-income countries1984170797136.0142236112.09.1%
Upper-middle-income countries1982170496928.0142084560.09.1%
Upper-middle-income countries1987179263648.0149775472.09.0%
Upper-middle-income countries1989180887120.0152129408.08.6%
Upper-middle-income countries1988192072992.0163605504.08.0%
Upper-middle-income countries1990174290016.0151398528.07.0%
Upper-middle-income countries1991146564672.0133361896.04.7%
Upper-middle-income countries1992227131072.0214317504.02.9%
Europe1992717314368.0704500864.00.90%
Asia2019NaN396609856.0appeared
Asia2020NaN342614176.0appeared
Europe1980NaN609040640.0appeared
Europe1981NaN528597408.0appeared
Europe1982NaN477804928.0appeared
Europe1983NaN454512160.0appeared
Europe1984NaN460698880.0appeared
Europe1985NaN448388480.0appeared
Europe1986NaN499762688.0appeared
Europe1987NaN494052960.0appeared
Europe1988NaN510668928.0appeared
Europe1989NaN518294048.0appeared
Europe1990NaN516221504.0appeared
Europe1991NaN605467712.0appeared
Europe2019NaN635654336.0appeared
Europe2020NaN543869504.0appeared
High-income countries2019NaN1472438272.0appeared
High-income countries2020NaN1261885312.0appeared
North America2019NaN441412224.0appeared
North America2020NaN382740096.0appeared
Oceania2019NaN25644806.0appeared
Oceania2020NaN18313570.0appeared
South America2019NaN10340661.0appeared
South America2020NaN8504949.0appeared
Upper-middle-income countries2019NaN37223580.0appeared
Upper-middle-income countries2020NaN34156956.0appeared
~ fossil_fuels.coal_imports_tonnes 🟡 median anomaly score 6.8%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_imports_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_imports_tonnes -coal_imports_tonnes +anomaly score
Upper-middle-income countries199243708768.031055780.017%
Upper-middle-income countries199060775204.045552220.014%
Upper-middle-income countries199161206764.045898780.014%
Upper-middle-income countries198123495860.019122858.010%
Upper-middle-income countries198027972172.022837172.010%
Upper-middle-income countries198230657402.025721402.08.8%
Upper-middle-income countries198335789460.030860460.07.4%
Upper-middle-income countries198539909532.035282528.06.2%
Upper-middle-income countries198439735940.035199940.06.1%
Upper-middle-income countries198642364108.037572108.06.0%
Upper-middle-income countries198740813576.036621576.05.4%
Upper-middle-income countries198846200824.041504824.05.4%
Upper-middle-income countries198944847980.040344980.05.3%
Europe1992199203328.0186550336.03.3%
Europe1980NaN127868152.0appeared
Europe1981NaN124198264.0appeared
Europe1982NaN125749216.0appeared
Europe1983NaN120578888.0appeared
Europe1984NaN141133104.0appeared
Europe1985NaN153005168.0appeared
Europe1986NaN148954800.0appeared
Europe1987NaN145321216.0appeared
Europe1988NaN150841984.0appeared
Europe1989NaN156196432.0appeared
Europe1990NaN168587600.0appeared
Europe1991NaN193303264.0appeared
~ fossil_fuels.coal_imports_per_capita_tonnes 🟡 median anomaly score 6.8%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_imports_per_capita_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_imports_per_capita_tonnes -coal_imports_per_capita_tonnes +anomaly score
Upper-middle-income countries19920.0187447797507047650.01331846695393323917%
Upper-middle-income countries19900.0268700439482927320.02013963088393211414%
Upper-middle-income countries19910.026625011116266250.01996602118015289314%
Upper-middle-income countries19810.012259627692401410.00997789110988378510%
Upper-middle-income countries19800.014869849197566510.0121401119977235810%
Upper-middle-income countries19820.0156930666416883470.0131664015352725988.8%
Upper-middle-income countries19830.0179835595190525050.0155068254098296177.4%
Upper-middle-income countries19850.0193403325974941250.0170980691909790046.2%
Upper-middle-income countries19840.019610133022069930.0173715669661760336.1%
Upper-middle-income countries19860.0201528593897819520.017873276025056846.0%
Upper-middle-income countries19870.019051667302846910.0170948524028062825.4%
Upper-middle-income countries19880.021170793101191520.0190189257264137275.4%
Upper-middle-income countries19890.0201850943267345430.018158392980694775.3%
Europe19920.27346441149711610.25609451532363893.3%
Europe1980NaN0.18398915231227875appeared
Europe1981NaN0.17785868048667908appeared
Europe1982NaN0.17934376001358032appeared
Europe1983NaN0.17127661406993866appeared
Europe1984NaN0.19966621696949005appeared
Europe1985NaN0.2155952751636505appeared
Europe1986NaN0.20898570120334625appeared
Europe1987NaN0.20297996699810028appeared
Europe1988NaN0.2097482681274414appeared
Europe1989NaN0.21627335250377655appeared
Europe1990NaN0.2325526773929596appeared
Europe1991NaN0.26578256487846375appeared
~ fossil_fuels.coal_exports_tonnes 🟡 median anomaly score 4.7%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_exports_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_exports_tonnes -coal_exports_tonnes +anomaly score
Europe199266775832.052803852.012%
Upper-middle-income countries1990147759568.0133196584.05.2%
Upper-middle-income countries1991155458848.0140873872.04.9%
Upper-middle-income countries198273175776.066315776.04.9%
Upper-middle-income countries198077628016.070355016.04.9%
Upper-middle-income countries1992150075952.0136103984.04.9%
Upper-middle-income countries198174077960.067301952.04.8%
Upper-middle-income countries198377705968.070945968.04.5%
Upper-middle-income countries198487595928.080993928.03.9%
Upper-middle-income countries1985103427880.096757880.03.3%
Upper-middle-income countries1986109121952.0102462944.03.1%
Upper-middle-income countries1987113696392.0108115392.02.5%
Upper-middle-income countries1989127565408.0121641408.02.4%
Upper-middle-income countries1988128087536.0122839536.02.1%
Europe1980NaN68619880.0appeared
Europe1981NaN67391232.0appeared
Europe1982NaN64157464.0appeared
Europe1983NaN70481104.0appeared
Europe1984NaN77673176.0appeared
Europe1985NaN75140520.0appeared
Europe1986NaN77457920.0appeared
Europe1987NaN74771376.0appeared
Europe1988NaN85860808.0appeared
Europe1989NaN74961544.0appeared
Europe1990NaN78751080.0appeared
Europe1991NaN79302768.0appeared
~ fossil_fuels.coal_exports_per_capita_tonnes 🟡 median anomaly score 4.7%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_exports_per_capita_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_exports_per_capita_tonnes -coal_exports_per_capita_tonnes +anomaly score
Europe19920.09166922420263290.0724886208772659312%
Upper-middle-income countries19900.06532772630453110.058889113366603855.2%
Upper-middle-income countries19910.06762477010488510.061280287802219394.9%
Upper-middle-income countries19820.037457585334777830.033946055918931964.9%
Upper-middle-income countries19800.041266616433858870.037400331348180774.9%
Upper-middle-income countries19920.064361020922660830.0583690479397773744.9%
Upper-middle-income countries19810.038652263581752780.035116691142320634.8%
Upper-middle-income countries19830.0390458516776561740.0356490723788738254.5%
Upper-middle-income countries19840.043229576200246810.039971414953470233.9%
Upper-middle-income countries19850.0501216016709804530.04688929021358493.3%
Upper-middle-income countries19860.051909960806369780.048742234706878663.1%
Upper-middle-income countries19870.053073167800903320.0504679754376411442.5%
Upper-middle-income countries19890.0574144013226032260.0547481365501880652.4%
Upper-middle-income countries19880.0586940795183181760.056289263069629672.1%
Europe1980NaN0.098736971616745appeared
Europe1981NaN0.09650790691375732appeared
Europe1982NaN0.09150149673223495appeared
Europe1983NaN0.10011507570743561appeared
Europe1984NaN0.10988711565732956appeared
Europe1985NaN0.10587839037179947appeared
Europe1986NaN0.1086745634675026appeared
Europe1987NaN0.10443823784589767appeared
Europe1988NaN0.11939086765050888appeared
Europe1989NaN0.10379356145858765appeared
Europe1990NaN0.10863061249256134appeared
Europe1991NaN0.10903743654489517appeared
~ fossil_fuels.gas_net_imports_per_capita_m3 🟡 median anomaly score 4.4%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_net_imports_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 51 / 19,186 (0.27%) (9 revised, 42 appeared)
countryyeargas_net_imports_per_capita_m3 -gas_net_imports_per_capita_m3 +anomaly score
South America20010.0-1.6894172460979462e-0794%
Upper-middle-income countries19925.3727049827575680.490874230861663883%
South America2000-1.3701479701921926e-06-8.563424671592657e-0723%
Europe199283.7857589721679768.158813476562510%
Upper-middle-income countries1990-69.4221420288086-75.757003784179694.4%
Upper-middle-income countries1991-66.68248748779297-72.632019042968754.3%
North America20030.098307162523269650.098315402865409850.00%
North America2005-0.5435026288032532-0.54349094629287720.00%
North America20041.01452636718751.01453876495361330.00%
Europe1990NaN-63.65956497192383appeared
Europe1991NaN22.381772994995117appeared
High-income countries1980NaN23.951610565185547appeared
High-income countries1981NaN21.44719696044922appeared
High-income countries1982NaN22.2264461517334appeared
High-income countries1983NaN21.62328338623047appeared
High-income countries1984NaN19.59917640686035appeared
High-income countries1985NaN22.08795928955078appeared
High-income countries1986NaN16.9002742767334appeared
High-income countries1987NaN22.849912643432617appeared
High-income countries1988NaN29.493606567382812appeared
High-income countries1989NaN30.59086799621582appeared
North America1980NaN70.7955093383789appeared
North America1981NaN63.0084342956543appeared
North America1982NaN64.88555145263672appeared
North America1983NaN62.71662139892578appeared
North America1984NaN56.478004455566406appeared
North America1985NaN63.245243072509766appeared
North America1986NaN48.10653305053711appeared
North America1987NaN64.68037414550781appeared
North America1988NaN83.01617431640625appeared
North America1989NaN85.60314178466797appeared
Oceania1980NaN0.0appeared
Oceania1981NaN0.0appeared
Oceania1982NaN0.0appeared
Oceania1983NaN0.0appeared
Oceania1984NaN0.0appeared
Oceania1985NaN0.0appeared
Oceania1986NaN0.0appeared
Oceania1987NaN0.0appeared
Oceania1988NaN0.0appeared
Oceania1989NaN0.0appeared
Upper-middle-income countries1980NaN0.0appeared
Upper-middle-income countries1981NaN0.0appeared
Upper-middle-income countries1982NaN0.0appeared
Upper-middle-income countries1983NaN0.0appeared
Upper-middle-income countries1984NaN0.0appeared
Upper-middle-income countries1985NaN0.0appeared
Upper-middle-income countries1986NaN0.0appeared
Upper-middle-income countries1987NaN0.0appeared
Upper-middle-income countries1988NaN0.0appeared
Upper-middle-income countries1989NaN0.0appeared
~ fossil_fuels.gas_net_imports_m3 🟡 median anomaly score 4.4%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_net_imports_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 51 / 19,186 (0.27%) (9 revised, 42 appeared)
countryyeargas_net_imports_m3 -gas_net_imports_m3 +anomaly score
South America20010.0-59.604644775390625100%
Upper-middle-income countries199212527984640.01144612352.083%
South America2000-476.837158203125-298.023223876953123%
Europe199261033172992.049649827840.010%
Upper-middle-income countries1990-157020389376.0-171348705280.04.4%
Upper-middle-income countries1991-153292685312.0-166969720832.04.3%
North America200349407960.049412100.00.00%
North America2005-279251104.0-279245088.00.00%
North America2004515548704.0515555008.00.00%
Europe1990NaN-46149603328.0appeared
Europe1991NaN16278231040.0appeared
High-income countries1980NaN26505588736.0appeared
High-income countries1981NaN23915757568.0appeared
High-income countries1982NaN24964358144.0appeared
High-income countries1983NaN24459186176.0appeared
High-income countries1984NaN22322368512.0appeared
High-income countries1985NaN25327919104.0appeared
High-income countries1986NaN19515346944.0appeared
High-income countries1987NaN26575702016.0appeared
High-income countries1988NaN34551480320.0appeared
High-income countries1989NaN36094021632.0appeared
North America1980NaN26505588736.0appeared
North America1981NaN23915757568.0appeared
North America1982NaN24964358144.0appeared
North America1983NaN24459186176.0appeared
North America1984NaN22322368512.0appeared
North America1985NaN25327919104.0appeared
North America1986NaN19515346944.0appeared
North America1987NaN26575702016.0appeared
North America1988NaN34551480320.0appeared
North America1989NaN36094021632.0appeared
Oceania1980NaN0.0appeared
Oceania1981NaN0.0appeared
Oceania1982NaN0.0appeared
Oceania1983NaN0.0appeared
Oceania1984NaN0.0appeared
Oceania1985NaN0.0appeared
Oceania1986NaN0.0appeared
Oceania1987NaN0.0appeared
Oceania1988NaN0.0appeared
Oceania1989NaN0.0appeared
Upper-middle-income countries1980NaN0.0appeared
Upper-middle-income countries1981NaN0.0appeared
Upper-middle-income countries1982NaN0.0appeared
Upper-middle-income countries1983NaN0.0appeared
Upper-middle-income countries1984NaN0.0appeared
Upper-middle-income countries1985NaN0.0appeared
Upper-middle-income countries1986NaN0.0appeared
Upper-middle-income countries1987NaN0.0appeared
Upper-middle-income countries1988NaN0.0appeared
Upper-middle-income countries1989NaN0.0appeared
~ fossil_fuels.coal_consumption_tonnes 🟡 median anomaly score 3.3%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_consumption_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_consumption_tonnes -coal_consumption_tonnes +anomaly score
Upper-middle-income countries19811575081856.01451132032.04.1%
Upper-middle-income countries19801593355648.01468935808.04.1%
Upper-middle-income countries19821640417280.01512921344.04.0%
Upper-middle-income countries19831705008384.01576117632.03.9%
Upper-middle-income countries19841796572800.01665947904.03.8%
Upper-middle-income countries19851852385920.01725416064.03.5%
Upper-middle-income countries19861896037632.01771477760.03.4%
Upper-middle-income countries19871985921792.01860576896.03.3%
Europe19921493552000.01403107072.03.1%
Upper-middle-income countries19882045645184.01921965312.03.1%
Upper-middle-income countries19921583761536.01493316736.02.9%
Upper-middle-income countries19892046277248.01930610432.02.9%
Upper-middle-income countries19902045801600.01935609856.02.8%
Upper-middle-income countries19912011559296.01909785472.02.6%
Europe1980NaN1313518208.0appeared
Europe1981NaN1269561984.0appeared
Europe1982NaN1289013888.0appeared
Europe1983NaN1302727680.0appeared
Europe1984NaN1288895616.0appeared
Europe1985NaN1335599232.0appeared
Europe1986NaN1357302144.0appeared
Europe1987NaN1413407872.0appeared
Europe1988NaN1410541056.0appeared
Europe1989NaN1409051904.0appeared
Europe1990NaN1339030656.0appeared
Europe1991NaN1660667520.0appeared
~ fossil_fuels.coal_consumption_per_capita_tonnes 🟡 median anomaly score 3.3%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_consumption_per_capita_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_consumption_per_capita_tonnes -coal_consumption_per_capita_tonnes +anomaly score
Upper-middle-income countries19810.82184344530105590.75716906785964974.1%
Upper-middle-income countries19800.8470188379287720.78087800741195684.1%
Upper-middle-income countries19820.83970510959625240.77444189786911014.0%
Upper-middle-income countries19830.85673606395721440.79197072982788093.9%
Upper-middle-income countries19840.88662886619567870.82216405868530273.8%
Upper-middle-income countries19850.89767426252365110.83614414930343633.5%
Upper-middle-income countries19860.90195637941360470.84270256757736213.4%
Upper-middle-income countries19870.92702293395996090.86851233243942263.3%
Europe19922.05033397674560551.92617201805114753.1%
Upper-middle-income countries19880.93738436698913570.88071006536483763.1%
Upper-middle-income countries19920.6792061328887940.6404182910919192.9%
Upper-middle-income countries19890.92098462581634520.86892551183700562.9%
Upper-middle-income countries19900.90449357032775880.85577535629272462.8%
Upper-middle-income countries19910.8750305175781250.83075875043869022.6%
Europe1980NaN1.8900179862976074appeared
Europe1981NaN1.8180818557739258appeared
Europe1982NaN1.838394045829773appeared
Europe1983NaN1.8504632711410522appeared
Europe1984NaN1.8234483003616333appeared
Europe1985NaN1.8819552659988403appeared
Europe1986NaN1.9043140411376953appeared
Europe1987NaN1.9742023944854736appeared
Europe1988NaN1.9613806009292603appeared
Europe1989NaN1.9510072469711304appeared
Europe1990NaN1.847082257270813appeared
Europe1991NaN2.283336639404297appeared
~ fossil_fuels.coal_production_tonnes 🟡 median anomaly score 3.2%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_production_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_production_tonnes -coal_production_tonnes +anomaly score
Upper-middle-income countries19801664990336.01540484480.03.9%
Upper-middle-income countries19811679444096.01557204992.03.8%
Upper-middle-income countries19821758809472.01634392448.03.7%
Upper-middle-income countries19831826193280.01697776256.03.6%
Upper-middle-income countries19841930461952.01799250432.03.5%
Europe19921366851328.01276789504.03.4%
Upper-middle-income countries19852057186304.01928779392.03.2%
Upper-middle-income countries19862117278080.01989293056.03.1%
Upper-middle-income countries19872167729664.02039964800.03.0%
Upper-middle-income countries19882229257728.02103786752.02.9%
Upper-middle-income countries19892284141824.02164517888.02.7%
Upper-middle-income countries19921770261760.01680199936.02.6%
Upper-middle-income countries19902264088576.02157968896.02.4%
Upper-middle-income countries19912188841984.02088538240.02.3%
Europe1980NaN1293417472.0appeared
Europe1981NaN1270323584.0appeared
Europe1982NaN1321950464.0appeared
Europe1983NaN1334389376.0appeared
Europe1984NaN1278394624.0appeared
Europe1985NaN1347601536.0appeared
Europe1986NaN1399890048.0appeared
Europe1987NaN1419673472.0appeared
Europe1988NaN1430239360.0appeared
Europe1989NaN1390398464.0appeared
Europe1990NaN1289902592.0appeared
Europe1991NaN1545659008.0appeared
~ fossil_fuels.coal_production_per_capita_tonnes 🟡 median anomaly score 3.2%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_production_per_capita_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_production_per_capita_tonnes -coal_production_per_capita_tonnes +anomaly score
Upper-middle-income countries19800.8850994706153870.81891286373138433.9%
Upper-middle-income countries19810.87629735469818120.81251567602157593.8%
Upper-middle-income countries19820.90030831098556520.83662116527557373.7%
Upper-middle-income countries19830.91762924194335940.85310202836990363.6%
Upper-middle-income countries19840.95270472764968870.88795036077499393.5%
Europe19921.87640047073364261.7527643442153933.4%
Upper-middle-income countries19850.99692147970199580.93469494581222533.2%
Upper-middle-income countries19861.00720179080963130.94631856679916383.1%
Upper-middle-income countries19871.01189041137695310.9522500634193423.0%
Upper-middle-income countries19881.02152192592620850.96402686834335332.9%
Upper-middle-income countries19891.02804231643676760.97420215606689452.7%
Upper-middle-income countries19920.75918787717819210.72056430578231812.6%
Upper-middle-income countries19901.00100302696228030.9540851116180422.4%
Upper-middle-income countries19910.95214873552322390.90851646661758422.3%
Europe1980NaN1.8610950708389282appeared
Europe1981NaN1.8191725015640259appeared
Europe1982NaN1.8853682279586792appeared
Europe1983NaN1.895437240600586appeared
Europe1984NaN1.8085920810699463appeared
Europe1985NaN1.8988674879074097appeared
Europe1986NaN1.964065432548523appeared
Europe1987NaN1.9829540252685547appeared
Europe1988NaN1.9887715578079224appeared
Europe1989NaN1.925179362297058appeared
Europe1990NaN1.7793140411376953appeared
Europe1991NaN2.1252057552337646appeared
~ fossil_fuels.gas_production_annual_change_twh 🟡 median anomaly score 2.7%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_production_annual_change_twh
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971454.8642578125
High-income countries1972334.6015625
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries19760.3140000104904175
Low-income countries19770.03549998998641968
Low-income countries1978-0.012499988079071045
Low-income countries19790.0104999840259552
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries19710.4158782958984375
Lower-middle-income countries197213.064620971679688
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971210.533203125
Upper-middle-income countries1972153.65380859375
~ Changed values: 253 / 19,186 (1.32%) (165 revised, 88 disappeared) — showing the 100 most anomalous rows
countryyeargas_production_annual_change_twh -gas_production_annual_change_twh +anomaly score
High-income countries1998-81.94140625412.11590576171875100%
Low-income countries2011-10.08474731445312533.573795318603516100%
Low-income countries2013-10.83874893188476627.1972713470459100%
Low-income countries19912.6617517471313477-25.87563133239746100%
Low-income countries20240.016.984214782714844100%
Low-income countries2004-5.1837463378906256.5193986892700195100%
Low-income countries2005-1.88500213623046889.493056297302246100%
Low-income countries2008-0.94250488281254.272863864898682100%
Low-income countries20011.3194999694824219-0.6310242414474487100%
Low-income countries20230.754001617431640659.0378494262695397%
Low-income countries1987-0.058500051498413086-1.899574041366577194%
Low-income countries19820.0205000042915344240.634191334247589194%
Low-income countries19850.237500071525573736.374409675598144593%
Low-income countries2015-5.654998779296875-78.4973068237304787%
Lower-middle-income countries20144.50366210937552.0666351318359484%
High-income countries1999623.562594.5776672363281274%
Low-income countries19830.25499999523162841.48238074779510571%
Low-income countries2016-5.183750152587891-28.68129158020019569%
Lower-middle-income countries2019-35.965087890625-7.2634754180908266%
Low-income countries2019-2.2620010375976562-9.97038936614990263%
Low-income countries201022.90275192260742290.3451614379882860%
Low-income countries20061.41374588012695315.4231567382812559%
Low-income countries2014-3.770000457763672-11.44575119018554750%
High-income countries2023-3.744140625-8.36162471771240238%
Low-income countries2022-5.278003692626953-2.38696479797363338%
Lower-middle-income countries200822.317382812546.38860702514648435%
Low-income countries20095.74924850463867211.30999374389648433%
Low-income countries2012-13.383502960205078-24.66366767883300830%
Upper-middle-income countries2010226.17529296875408.9428710937529%
Lower-middle-income countries2015119.2626953125204.2852630615234426%
Upper-middle-income countries19937.20898437512.34577178955078126%
Low-income countries2007-2.356243133544922-1.489343166351318423%
Lower-middle-income countries199228.1499023437542.0444183349609420%
Lower-middle-income countries201124.116210937516.38778686523437519%
Low-income countries19885.0992507934570317.24716758728027317%
Lower-middle-income countries199734.288940429687547.7383155822753916%
Lower-middle-income countries1999-9.4451904296875-6.81194686889648416%
Low-income countries2020-4.618247985839844-6.34367418289184616%
High-income countries200580.40234375106.319969177246114%
Low-income countries2018-4.806751251220703-6.354080200195312514%
Lower-middle-income countries2009-37.51416015625-47.5552253723144512%
Upper-middle-income countries2012435.0185546875343.478057861328112%
Low-income countries19955.3825016021728524.29933738708496111%
Lower-middle-income countries201857.50366210937571.5212554931640611%
Low-income countries19920.63849639892578120.514070272445678711%
Upper-middle-income countries2011485.2138671875397.024810791015610.0%
Low-income countries20172.16775131225585942.62139081954956059.5%
High-income countries202233.1757812527.445259094238289.5%
Low-income countries19961.70399856567382812.03000640869140628.7%
Lower-middle-income countries2017154.1591796875183.569961547851568.7%
Lower-middle-income countries2006248.337646484375293.62466430664068.4%
High-income countries2016192.083984375224.32759094238287.7%
Upper-middle-income countries199040.45825195312534.778148651123057.5%
Lower-middle-income countries2016-81.0712890625-70.129142761230477.2%
Lower-middle-income countries2020-288.75048828125-251.549530029296886.9%
Lower-middle-income countries2022-153.937255859375-175.720932006835946.6%
Lower-middle-income countries2023-182.677978515625-207.28852844238286.3%
Lower-middle-income countries2013-168.89208984375-150.300842285156255.8%
Low-income countries19895.6257486343383795.0120592117309575.8%
Upper-middle-income countries2017266.2607421875298.53158569335945.7%
Upper-middle-income countries198651.3676757812557.37364578247075.5%
Upper-middle-income countries2002321.134765625355.05557250976565.0%
Upper-middle-income countries1988104.560546875114.666854858398444.6%
High-income countries1986284.1279296875259.339416503906254.6%
High-income countries1992231.439453125253.476043701171884.5%
Lower-middle-income countries201228.749023437531.441637039184574.5%
Upper-middle-income countries2008404.162109375441.78543090820314.4%
Lower-middle-income countries199679.801391601562586.493789672851564.0%
Upper-middle-income countries2019189.9130859375175.63517761230473.9%
High-income countries1991100.879882812593.340690612792973.9%
Upper-middle-income countries2013127.0517578125137.31098937988283.9%
Lower-middle-income countries1998109.8466796875117.964172363281253.6%
Upper-middle-income countries199795.68994140625102.28701019287113.3%
Upper-middle-income countries2006235.220703125250.860748291015623.2%
Lower-middle-income countries2021295.150146484375276.88894653320313.2%
High-income countries2006409.384765625385.3610839843753.0%
Lower-middle-income countries2007163.280029296875173.42834472656253.0%
High-income countries2013299.720703125282.63217163085942.9%
Low-income countries199811.21575164794921911.8659267425537112.8%
Upper-middle-income countries1992-201.15576171875-212.682998657226562.8%
Upper-middle-income countries1995172.14453125181.858627319335942.7%
Upper-middle-income countries2020-141.068359375-149.009185791015622.7%
Lower-middle-income countries198231.708618164062533.46436691284182.7%
Upper-middle-income countries2023311.7587890625297.21731567382812.4%
High-income countries1997-160.919921875-168.78894042968752.4%
High-income countries1989472.619140625495.404357910156252.4%
High-income countries2003475.2734375453.50753784179692.3%
High-income countries2014266.560546875256.12771606445312.0%
Lower-middle-income countries199461.827026367187559.423320770263672.0%
Upper-middle-income countries2004386.34765625371.5214843752.0%
High-income countries2002137.59765625142.928817749023441.9%
Upper-middle-income countries2022180.5390625187.239120483398441.8%
Upper-middle-income countries2005385.64208984375399.03750610351561.7%
Upper-middle-income countries2024251.52734375260.195800781251.7%
Upper-middle-income countries2014406.3505859375393.115783691406251.7%
Upper-middle-income countries1996335.8515625325.381408691406251.6%
Lower-middle-income countries199580.097778320312582.602714538574221.5%
Lower-middle-income countries198434.6585083007812535.7392196655273441.5%
Low-income countries20033.6757507324218753.56738829612731931.5%
Lower-middle-income countries2024-149.493896484375-154.017593383789061.5%
~ fossil_fuels.gas_production_annual_change_pct 🟡 median anomaly score 2.6%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_production_annual_change_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries19716.268596172332764
High-income countries19724.339218616485596
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries197711.305728912353516
Low-income countries1978-3.5765345096588135
Low-income countries19793.115722179412842
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries19710.33707547187805176
Lower-middle-income countries197210.553494453430176
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries19719.691302299499512
Upper-middle-income countries19726.448113441467285
~ Changed values: 259 / 19,186 (1.35%) (171 revised, 88 disappeared) — showing the 100 most anomalous rows
countryyeargas_production_annual_change_pct -gas_production_annual_change_pct +anomaly score
Low-income countries199116.717708587646484-54.094154357910156100%
Low-income countries2013-17.82945632934570313.56950855255127100%
Low-income countries2011-11.96867752075195317.530254364013672100%
Low-income countries2004-8.0291919708251959.931314468383789100%
Low-income countries2005-3.174606561660766613.154787063598633100%
Low-income countries20240.010.675250053405762100%
Low-income countries2008-1.66667520999908454.992179870605469100%
Low-income countries20012.4561402797698975-1.1096880435943604100%
High-income countries1998-0.50450611114501952.4974331855773926100%
Low-income countries198468.896308898925781.919538617134094295%
Low-income countries20232.191785573959350659.0017776489257893%
Low-income countries1986152.849990844726566.79962491989135791%
Lower-middle-income countries20140.153251707553863531.685595512390136783%
Low-income countries198351.7766494750976565.84835290908813580%
High-income countries19993.8586871623992920.559178054332733275%
Low-income countries1988136.5535583496093821.24524879455566473%
Low-income countries2022-13.301671028137207-2.32992577552795470%
Lower-middle-income countries2019-1.1263400316238403-0.205750748515129169%
Low-income countries198963.686511993408212.11839199066162168%
Low-income countries202153.6496391296386715.16786098480224656%
Low-income countries1987-1.5424178838729858-5.27490663528442455%
Low-income countries199010.1146364212036133.155541658401489352%
Low-income countries2015-12.244895935058594-36.31095123291015650%
Low-income countries20062.45900917053222666.64135932922363346%
Low-income countries20176.1333370208740232.404896974563598644%
Low-income countries201037.3271942138671989.2968215942382841%
Low-income countries2007-3.999988555908203-1.710306406021118240%
Low-income countries2020-15.170272827148438-6.65659189224243239%
Low-income countries2018-12.81407356262207-5.69241619110107438%
High-income countries2023-0.01424685399979353-0.03165929019451141438%
Lower-middle-income countries20080.77463281154632571.54690098762512233%
Upper-middle-income countries20103.1419236660003665.57073783874511728%
Upper-middle-income countries19930.21588984131813050.366990894079208426%
Low-income countries19824.3432211875915532.566247701644897526%
Low-income countries2012-18.04320526123047-10.95710372924804724%
Low-income countries2016-12.790698051452637-20.8313198089599624%
Lower-middle-income countries20154.0520901679992686.5038638114929223%
Lower-middle-income countries20110.78946280479431150.513500332832336421%
Low-income countries2014-7.547170639038086-5.02830219268798820%
Lower-middle-income countries19922.62526011466983.886165857315063519%
Low-income countries19923.4358239173889162.3410670757293719%
Low-income countries199526.09951019287109418.0095882415771518%
Lower-middle-income countries1999-0.6078587770462036-0.424419820308685318%
Low-income countries2019-6.91642951965332-9.47129726409912116%
Lower-middle-income countries19972.43233895301818853.316774129867553715%
High-income countries20050.43837019801139830.573084235191345213%
Upper-middle-income countries20125.49959278106689454.21606922149658213%
Lower-middle-income countries2020-9.14598560333252-7.14027500152587912%
Upper-middle-income countries20116.5350432395935065.12299776077270512%
Lower-middle-income countries2016-2.647224187850952-2.096368074417114312%
Low-income countries198518.81188774108886723.31160736083984411%
Low-income countries200910.33898067474365212.5856781005859389.8%
Lower-middle-income countries202110.2897939682006848.4638833999633799.7%
High-income countries20220.126396939158439640.104022994637489329.7%
Lower-middle-income countries2009-1.292101502418518-1.5616465806961069.4%
Upper-middle-income countries19901.19508159160614011.01408004760742198.2%
Low-income countries19948.39947223663337.167480468757.9%
Lower-middle-income countries2013-5.434760093688965-4.6400361061096197.9%
Low-income countries1993-1.024860143661499-0.87660622596740727.8%
High-income countries20160.85498076677322390.9916875362396247.4%
Lower-middle-income countries200610.05655956268310511.5976686477661137.1%
Lower-middle-income countries20181.83390271663665772.0678596496582036.0%
High-income countries19862.30211806297302252.0561332702636725.6%
Upper-middle-income countries19861.72354376316070561.90501248836517335.0%
Upper-middle-income countries20172.86105895042419433.1601021289825445.0%
Upper-middle-income countries20191.9374856948852541.76129531860351564.8%
Low-income countries19966.5524544715881357.20580244064331054.7%
High-income countries19910.67612421512603760.61493378877639774.7%
Upper-middle-income countries20026.590966224670417.226411342620854.6%
Low-income countries199755.10204696655273450.554878234863284.3%
Lower-middle-income countries2024-5.288239002227783-4.8658180236816414.2%
Upper-middle-income countries19883.30813241004943853.5891628265380864.1%
Lower-middle-income countries20175.1706447601318365.604951381683354.0%
High-income countries19921.54075241088867191.65970849990844733.7%
Upper-middle-income countries20085.8663139343261726.3165903091430663.7%
High-income countries20062.2223083972930912.065331459045413.7%
High-income countries20131.40211653709411621.31061077117919923.4%
Lower-middle-income countries19966.0005145072937016.3936595916748053.2%
Upper-middle-income countries20232.95298790931701662.77685880661010743.1%
Upper-middle-income countries20131.52248370647430421.61725831031799323.0%
High-income countries20032.70498800277709962.5469620227813723.0%
Lower-middle-income countries19945.2043638229370124.907855510711672.9%
Upper-middle-income countries19972.55107617378234862.70397567749023442.9%
Low-income countries1999-0.8695696592330933-0.82190990447998052.8%
Upper-middle-income countries20047.0267887115478526.6580591201782232.7%
Upper-middle-income countries20063.7514061927795413.95019841194152832.6%
Upper-middle-income countries20144.7963476181030274.5564551353454592.6%
Low-income countries20036.0371532440185555.7466697692871092.5%
Lower-middle-income countries20120.93374985456466670.9801694154739382.4%
High-income countries20141.2297482490539551.17234051227569582.4%
Upper-middle-income countries1992-5.681801795959473-5.9462857246398932.3%
Upper-middle-income countries19955.30824041366577155.551922321319582.2%
Lower-middle-income countries20025.1467456817626954.92478704452514652.2%
Upper-middle-income countries19969.834276199340829.4110059738159182.2%
Lower-middle-income countries200011.4832019805908211.0039348602294922.1%
Lower-middle-income countries19987.6071133613586437.9328289031982422.1%
Upper-middle-income countries2020-1.4118199348449707-1.46842265129089362.0%
Lower-middle-income countries19913.957883119583133.8054528236389162.0%
Upper-middle-income countries19983.07048916816711432.9552636146545411.9%
Upper-middle-income countries19874.25475263595581054.0961289405822751.9%
~ fossil_fuels.oil_production_annual_change_pct 🟡 median anomaly score 2.3%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_production_annual_change_pct
High-income countries1965NaN
High-income countries19668.755783081054688
High-income countries19676.5211567878723145
High-income countries19686.965725898742676
High-income countries19694.263339042663574
High-income countries19708.694730758666992
High-income countries19717.390020370483398
High-income countries19728.542208671569824
Low-income countries1968NaN
Low-income countries1969151.69139099121094
Low-income countries197060.37736892700195
Low-income countries197124.705873489379883
Low-income countries197210.679758071899414
Low-income countries1973-5.387415885925293
Low-income countries197416.21622085571289
Low-income countries197548.83720016479492
Low-income countries19764.974319934844971
Low-income countries1977-9.203985214233398
Low-income countries1978-2.1857874393463135
Low-income countries1979-6.703909873962402
Lower-middle-income countries1965NaN
Lower-middle-income countries19661.8655554056167603
Lower-middle-income countries19672.831639289855957
Lower-middle-income countries1968-0.2588759660720825
Lower-middle-income countries196911.729342460632324
Lower-middle-income countries197016.65549659729004
Lower-middle-income countries19715.032517910003662
Lower-middle-income countries1972-1.4542889595031738
Upper-middle-income countries1965NaN
Upper-middle-income countries196611.028236389160156
Upper-middle-income countries19679.737605094909668
Upper-middle-income countries196814.744263648986816
Upper-middle-income countries196910.540451049804688
Upper-middle-income countries19709.970344543457031
Upper-middle-income countries19714.248115539550781
Upper-middle-income countries19724.760552406311035
~ Changed values: 257 / 19,186 (1.34%) (164 revised, 93 disappeared) — showing the 100 most anomalous rows
countryyearoil_production_annual_change_pct -oil_production_annual_change_pct +anomaly score
Lower-middle-income countries2014-0.25622054934501650.10774727910757065100%
Low-income countries1996-0.0248205456882715230.09786003082990646100%
High-income countries20060.03595962002873421-0.0024154051207005978100%
Low-income countries19840.89678078889846819.66657638549804791%
Low-income countries1985-1.9345721006393433-0.407617419958114665%
High-income countries2017-0.04674563929438591-0.1158912554383277943%
Lower-middle-income countries2007-0.4400051534175873-1.030641555786132840%
Lower-middle-income countries19930.63689643144607541.430774331092834538%
Upper-middle-income countries19840.57012587785720831.267735719680786138%
Lower-middle-income countries20050.79364734888076781.64013540744781535%
Low-income countries2023-0.4504753351211548-0.877743899822235132%
Low-income countries2004-0.3660934269428253-0.19461105763912231%
High-income countries19842.22178435325622564.09866666793823230%
Lower-middle-income countries19847.58366966247558613.49267387390136728%
Lower-middle-income countries2012-0.5832986831665039-0.352488219738006625%
Lower-middle-income countries19871.2779092788696290.785779356956481924%
Lower-middle-income countries19921.50166988372802732.40718698501586923%
Lower-middle-income countries20061.12683486938476561.792185425758361823%
Low-income countries20170.75514668226242071.177896738052368222%
High-income countries19940.757665216922761.161126255989074721%
Low-income countries19980.80033159255981450.551603496074676518%
Lower-middle-income countries2011-3.3135132789611816-2.348071098327636717%
Low-income countries2009-0.6094914674758911-0.433368235826492317%
Low-income countries2024-22.806852340698242-17.39602661132812513%
Lower-middle-income countries20102.82325792312622072.20425462722778312%
Upper-middle-income countries19921.84785866737365722.334408521652221712%
Lower-middle-income countries2022-2.0656180381774902-2.57111096382141111%
High-income countries19950.46863332390785220.377595484256744411%
High-income countries20050.424760490655899050.3437019288539886511%
Lower-middle-income countries20232.92668795585632322.373921632766723610%
Lower-middle-income countries19972.09034967422485351.69786751270294210%
High-income countries19980.42253574728965760.350220322608947759.4%
Low-income countries198631.83103752136230526.4282531738281259.3%
Lower-middle-income countries19955.8680262565612794.8805265426635749.2%
Lower-middle-income countries20032.2531244754791261.87836527824401869.1%
Lower-middle-income countries19853.08108639717102053.6844315528869638.9%
Lower-middle-income countries2001-0.42852330207824707-0.50953376293182378.6%
Low-income countries19971.03101599216461180.87540769577026378.2%
Low-income countries19924.4620499610900883.81057620048522957.9%
Lower-middle-income countries2017-5.005371570587158-4.3177890777587897.4%
Upper-middle-income countries2002-0.9862768054008484-0.85830098390579226.9%
Low-income countries198869.143821716308660.3792762756347666.8%
High-income countries19911.37148487567901611.570477008819586.8%
Lower-middle-income countries20002.9180395603179932.55565118789672856.6%
Low-income countries198721.69994163513183619.229635238647466.0%
Lower-middle-income countries2019-10.167346954345703-9.0347089767456055.9%
Low-income countries201910.5835924148559579.4063396453857425.9%
Upper-middle-income countries2014-0.2694495916366577-0.24103701114654545.6%
Upper-middle-income countries20031.60335052013397221.78148603439331055.3%
Upper-middle-income countries20051.18579614162445071.06997191905975345.1%
Lower-middle-income countries20082.7026438713073732.4497911930084234.9%
Upper-middle-income countries20010.394316971302032470.433684438467025764.8%
Lower-middle-income countries19862.21588468551635742.02978110313415534.4%
Low-income countries198918.2299537658691416.7362861633300784.3%
Low-income countries20031.52653181552886961.65927898883819584.2%
Lower-middle-income countries2002-3.0522613525390625-2.81102442741394044.1%
Upper-middle-income countries20171.92718684673309331.7764399051666264.1%
Low-income countries199113.69530391693115212.6365880966186524.0%
Low-income countries2014-2.423553466796875-2.2446451187133793.8%
High-income countries2007-1.1033817529678345-1.02563786506652833.7%
Upper-middle-income countries20223.11301708221435552.8948621749877933.6%
Low-income countries2020-2.5393102169036865-2.72660636901855473.6%
Low-income countries2012-40.385311126708984-37.70482254028323.4%
Low-income countries2013-3.5899977684020996-3.35270023345947273.4%
Lower-middle-income countries2013-2.668546438217163-2.4930984973907473.4%
Lower-middle-income countries19916.7678384780883796.3402409553527833.3%
High-income countries19961.5184103250503541.4249315261840823.2%
High-income countries20160.95294451713562010.89494878053665163.1%
Lower-middle-income countries2020-12.192151069641113-11.4673070907592773.1%
Lower-middle-income countries19884.2403960227966313.99459242820739753.0%
Lower-middle-income countries19898.0676631927490237.60991144180297852.9%
Low-income countries2016-9.490171432495117-8.9600915908813482.9%
Upper-middle-income countries19901.9991128444671631.89378309249877932.7%
Low-income countries199310.94285964965820310.3819675445556642.6%
Low-income countries19954.2577247619628914.4861083030700682.6%
Low-income countries2022-3.3769023418426514-3.55297708511352542.5%
Low-income countries200013.45034885406494112.7867364883422852.5%
Low-income countries2008-4.598850250244141-4.8279886245727542.4%
Lower-middle-income countries19963.40162158012390143.5686509609222412.4%
Lower-middle-income countries2021-8.071525573730469-7.6972818374633792.4%
Lower-middle-income countries19943.23799872398376463.08799743652343752.4%
Low-income countries20026.9685158729553226.6472258567810062.4%
Upper-middle-income countries20241.15238022804260251.20537471771240232.2%
Low-income countries2005-2.487492084503174-2.5986137390136722.2%
Lower-middle-income countries200410.78021049499511711.2468471527099612.1%
Low-income countries199013.6768083572387713.1094045639038092.1%
Low-income countries2011-23.49778175354004-22.5668449401855472.0%
Lower-middle-income countries2009-2.8700218200683594-2.98542118072509772.0%
Low-income countries2021-5.766034126281738-5.5458183288574221.9%
High-income countries2002-1.3436429500579834-1.29314088821411131.9%
Upper-middle-income countries20153.31930398941040043.19476914405822751.9%
High-income countries19970.63173657655715940.60838353633880621.9%
Lower-middle-income countries2016-7.901805400848389-7.6211490631103521.8%
Lower-middle-income countries2018-8.443817138671875-8.1458349227905271.8%
Upper-middle-income countries2018-0.6763869524002075-0.6529440283775331.8%
Upper-middle-income countries19884.1165914535522463.97517681121826171.7%
High-income countries19901.31637525558471681.27119040489196781.7%
High-income countries20240.32305350899696350.312019854784011841.7%
Low-income countries2006-1.488595724105835-1.53973948955535891.7%
Low-income countries201810.19882297515869110.54791545867921.7%
~ fossil_fuels.oil_net_imports_per_capita_m3 🟡 median anomaly score 2.1%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_net_imports_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 40 / 19,186 (0.21%) (14 revised, 26 appeared)
countryyearoil_net_imports_per_capita_m3 -oil_net_imports_per_capita_m3 +anomaly score
Upper-middle-income countries1981-0.1810930073261261-0.191864445805549622.9%
Upper-middle-income countries1992-0.117389976978302-0.122865110635757452.3%
Upper-middle-income countries1982-0.20864325761795044-0.218369871377944952.3%
Upper-middle-income countries1985-0.20751987397670746-0.216952279210090642.2%
Upper-middle-income countries1984-0.21214137971401215-0.221663773059844972.2%
Upper-middle-income countries1980-0.2525990903377533-0.26388216018676762.2%
Upper-middle-income countries1986-0.21442802250385284-0.223854586482048032.2%
Upper-middle-income countries1983-0.21758970618247986-0.227061077952384952.1%
Upper-middle-income countries1987-0.21832658350467682-0.227625831961631772.1%
Upper-middle-income countries1988-0.22613076865673065-0.234930172562599181.9%
Upper-middle-income countries1989-0.23431378602981567-0.24307417869567871.8%
Europe19920.5101323723793030.49260625243186951.7%
Upper-middle-income countries1991-0.1760747730731964-0.18180167675018311.6%
Upper-middle-income countries1990-0.21825465559959412-0.225177451968193051.6%
Asia2019NaN0.08527228981256485appeared
Asia2020NaN0.07310176640748978appeared
Europe1980NaN0.5720402002334595appeared
Europe1981NaN0.4394247531890869appeared
Europe1982NaN0.3433842360973358appeared
Europe1983NaN0.2737329304218292appeared
Europe1984NaN0.2500896453857422appeared
Europe1985NaN0.2525844871997833appeared
Europe1986NaN0.28292402625083923appeared
Europe1987NaN0.26284074783325195appeared
Europe1988NaN0.27937406301498413appeared
Europe1989NaN0.32131218910217285appeared
Europe1990NaN0.33245643973350525appeared
Europe1991NaN0.5096984505653381appeared
Europe2019NaN0.6777563691139221appeared
Europe2020NaN0.5492676496505737appeared
High-income countries2019NaN0.6929655075073242appeared
High-income countries2020NaN0.5379670858383179appeared
North America2019NaN0.026775993406772614appeared
North America2020NaN0.038699906319379807appeared
Oceania2019NaN0.20504620671272278appeared
Oceania2020NaN0.060102447867393494appeared
South America2019NaN0.024414362385869026appeared
South America2020NaN0.01981283351778984appeared
Upper-middle-income countries2019NaN-0.009767100214958191appeared
Upper-middle-income countries2020NaN0.011208721436560154appeared
~ fossil_fuels.oil_net_imports_m3 🟡 median anomaly score 2.1%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_net_imports_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 40 / 19,186 (0.21%) (14 revised, 26 appeared)
countryyearoil_net_imports_m3 -oil_net_imports_m3 +anomaly score
Upper-middle-income countries1981-347068928.0-367712672.02.9%
Upper-middle-income countries1992-273728000.0-286494816.02.3%
Upper-middle-income countries1982-407597856.0-426599424.02.3%
Upper-middle-income countries1985-428225344.0-447689472.02.2%
Upper-middle-income countries1984-429861248.0-449156448.02.2%
Upper-middle-income countries1980-475172608.0-496397600.02.2%
Upper-middle-income countries1986-450757472.0-470573408.02.2%
Upper-middle-income countries1983-433029856.0-451879008.02.1%
Upper-middle-income countries1987-467711744.0-487633152.02.1%
Upper-middle-income countries1988-493483072.0-512685920.01.9%
Upper-middle-income countries1989-520606912.0-540071104.01.8%
Europe1992371602528.0358835712.01.7%
Upper-middle-income countries1991-404768576.0-417933824.01.6%
Upper-middle-income countries1990-493652768.0-509310880.01.6%
Asia2019NaN396609856.0appeared
Asia2020NaN342614176.0appeared
Europe1980NaN397554560.0appeared
Europe1981NaN306849216.0appeared
Europe1982NaN240768320.0appeared
Europe1983NaN192708224.0appeared
Europe1984NaN176774656.0appeared
Europe1985NaN179255936.0appeared
Europe1986NaN201654448.0appeared
Europe1987NaN188177872.0appeared
Europe1988NaN200913872.0appeared
Europe1989NaN232057344.0appeared
Europe1990NaN241012208.0appeared
Europe1991NaN370702944.0appeared
Europe2019NaN508865664.0appeared
Europe2020NaN412414624.0appeared
High-income countries2019NaN970253248.0appeared
High-income countries2020NaN755117888.0appeared
North America2019NaN15914227.0appeared
North America2020NaN23152246.0appeared
Oceania2019NaN8920439.0appeared
Oceania2020NaN2649274.0appeared
South America2019NaN10340661.0appeared
South America2020NaN8444498.0appeared
Upper-middle-income countries2019NaN-29602402.0appeared
Upper-middle-income countries2020NaN34156956.0appeared
~ fossil_fuels.total_production_per_capita_kwh 🟡 median anomaly score 1.8%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeartotal_production_per_capita_kwh
High-income countries19659053.3798828125
High-income countries19669741.9990234375
High-income countries196710279.8740234375
High-income countries196810893.5283203125
High-income countries196911244.533203125
High-income countries197019243.591796875
High-income countries197120380.91015625
High-income countries197221589.46484375
Low-income countries196874.30435943603516
Low-income countries1969182.15487670898438
Low-income countries1970284.5359191894531
Low-income countries1971345.65472412109375
Low-income countries1972372.908447265625
Low-income countries1973343.7141418457031
Low-income countries1974388.9929504394531
Low-income countries1975564.0982055664062
Low-income countries1976578.5557250976562
Low-income countries1977512.6174926757812
Low-income countries1978488.0281677246094
Low-income countries1979443.08721923828125
Lower-middle-income countries19652817.30322265625
Lower-middle-income countries19662803.18701171875
Lower-middle-income countries19672815.31982421875
Lower-middle-income countries19682742.319580078125
Lower-middle-income countries19692992.714111328125
Lower-middle-income countries19703536.44140625
Lower-middle-income countries19713623.54638671875
Lower-middle-income countries19723503.27294921875
Upper-middle-income countries19654938.72265625
Upper-middle-income countries19665346.10986328125
Upper-middle-income countries19675722.79833984375
Upper-middle-income countries19686402.279296875
Upper-middle-income countries19696898.1962890625
Upper-middle-income countries19708810.9296875
Upper-middle-income countries19719040.400390625
Upper-middle-income countries19729279.341796875
~ Changed values: 270 / 19,186 (1.41%) (225 revised, 45 disappeared) — showing the 100 most anomalous rows
countryyeartotal_production_per_capita_kwh -total_production_per_capita_kwh +anomaly score
Oceania2022109653.929687571005.5312521%
Oceania2025100593.679687565282.521%
Oceania2023107448.898437570386.382812521%
Oceania2024107809.242187570951.87521%
Oceania2021114906.679687576900.26562520%
Oceania198454501.4179687536757.8867187519%
Oceania2020117804.539062579704.2519%
Oceania198150214.2534454.2617187519%
Oceania198563813.820312544005.8710937518%
Oceania2019126639.585937587908.976562518%
Oceania198249829.632812534595.3085937518%
Oceania198350675.85937535528.1562518%
Oceania199071172.82812550374.64062517%
Oceania198766411.664062547297.3789062517%
North America198053124.37537844.2773437517%
Oceania198664600.5664062546105.929687517%
Oceania198864116.5742187545832.0429687517%
Oceania199475166.17187553843.6132812517%
Oceania199171433.804687551352.2382812516%
Oceania2018121054.601562587326.789062516%
Oceania199274219.148437553990.3007812516%
Oceania199576634.585937555753.687516%
Oceania199677645.070312556534.210937516%
Oceania198967241.148437549028.023437516%
Oceania200088205.195312564497.7187516%
Asia19807471.336425781255474.1499023437515%
Oceania199373072.601562553547.20312515%
Oceania2017113034.007812582991.4062515%
Oceania199782007.87560555.507812515%
Oceania199881687.226562560952.1445312515%
Oceania200191446.312568663.773437514%
Low-income countries2024706.9262084960938935.917907714843814%
Oceania200292191.460937569739.539062514%
Oceania199983678.9062563386.8007812514%
Oceania2016113726.5937586654.820312514%
Low-income countries20131175.59753417968751540.4360351562513%
Low-income countries20141141.8664550781251484.363647460937513%
Oceania200391732.039062571035.523437513%
Low-income countries2023717.0780639648438915.29882812512%
Oceania2010101093.76562579276.335937512%
Oceania201197121.585937576178.7187512%
Oceania200492343.812572619.67187512%
Oceania200796319.445312576030.812512%
Oceania200594737.679687574802.89062512%
Oceania2012102630.648437581120.492187512%
Low-income countries20121152.21984863281251456.398071289062512%
Oceania2015111234.89062588130.187512%
Oceania200998447.757812578023.257812512%
Oceania200694796.23437575231.312512%
Oceania200896346.023437576771.523437511%
Oceania2014111658.382812589886.2511%
Oceania2013106230.617187585570.585937511%
Africa19809350.77636718757746.15527343759.4%
Low-income countries20111560.92285156251878.895019531259.2%
Low-income countries20151007.27868652343751210.207031259.2%
Low-income countries19851205.4055175781251407.0988769531257.7%
Low-income countries2022751.6923828125874.77160644531257.6%
Low-income countries2016978.32513427734381135.888183593757.5%
Low-income countries2018958.54339599609381112.82214355468757.4%
Low-income countries2017997.3498535156251153.4082031257.3%
Low-income countries2021802.0952758789062926.10528564453127.2%
Low-income countries2020834.989990234375963.98199462890627.2%
Low-income countries19861290.55114746093751487.08593757.1%
Low-income countries2019946.91882324218751084.0803222656256.8%
Low-income countries19871351.2326660156251538.08996582031256.5%
Low-income countries20101932.3728027343752167.0520019531255.7%
Low-income countries19841469.59826660156251646.29016113281255.7%
Low-income countries19881862.23864746093752047.66113281254.7%
Low-income countries19891794.61633300781251970.5212402343754.7%
Lower-middle-income countries20203493.85253906253806.2077636718754.3%
Lower-middle-income countries20213544.6857910156253840.9631347656254.0%
Low-income countries19902113.1223144531252286.6816406253.9%
Lower-middle-income countries20193806.650878906254115.236816406253.9%
Lower-middle-income countries20223590.6477050781253871.0515136718753.8%
Low-income countries19831475.61950683593751584.21972656253.5%
Lower-middle-income countries20184044.30468754338.89843753.5%
Lower-middle-income countries20233704.1784667968753970.6599121093753.5%
Lower-middle-income countries20243756.3527832031254026.40722656253.5%
Low-income countries19821485.30603027343751591.6008300781253.5%
Low-income countries19811489.52343751595.692871093753.4%
Lower-middle-income countries20174133.56933593754424.20019531253.4%
Lower-middle-income countries20164212.7871093754485.8027343753.1%
Lower-middle-income countries19934022.270019531254278.231933593753.1%
Lower-middle-income countries19924012.5251464843754258.12011718753.0%
Lower-middle-income countries19944062.8483886718754302.40332031252.9%
Lower-middle-income countries20154452.634277343754713.47753906252.8%
Lower-middle-income countries19984337.36425781254578.235839843752.7%
Lower-middle-income countries19964301.160644531254539.236816406252.7%
Lower-middle-income countries19954204.12402343754436.328613281252.7%
Lower-middle-income countries19974315.508300781254553.467285156252.7%
Low-income countries20091967.250488281252074.763183593752.7%
Lower-middle-income countries19994066.6076660156254278.748535156252.5%
Lower-middle-income countries20144385.374511718754607.836425781252.5%
Lower-middle-income countries20054570.96093754801.965332031252.5%
Lower-middle-income countries20004196.74511718754408.292480468752.5%
Lower-middle-income countries20024136.944824218754344.824218752.5%
Lower-middle-income countries20014201.041503906254407.02441406252.4%
Lower-middle-income countries20044519.420410156254739.7910156252.4%
Lower-middle-income countries20034200.733886718754401.781738281252.3%
Low-income countries20082124.2937011718752220.8669433593752.2%
~ fossil_fuels.total_production_twh 🟡 median anomaly score 1.8%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeartotal_production_twh
High-income countries19658757.8720703125
High-income countries19669524.6923828125
High-income countries196710145.8125
High-income countries196810852.5419921875
High-income countries196911315.22265625
High-income countries197019555.2890625
High-income countries197120919.0546875
High-income countries197222381.908203125
Low-income countries196812.194840431213379
Low-income countries196930.693363189697266
Low-income countries197049.2252082824707
Low-income countries197161.38672637939453
Low-income countries197267.94268035888672
Low-income countries197364.2823257446289
Low-income countries197474.70648956298828
Low-income countries1975111.19104766845703
Low-income countries1976117.03604888916016
Low-income countries1977106.3284683227539
Low-income countries1978103.9994888305664
Low-income countries197997.06055450439453
Lower-middle-income countries19652417.254150390625
Lower-middle-income countries19662462.349365234375
Lower-middle-income countries19672532.07421875
Lower-middle-income countries19682525.519287109375
Lower-middle-income countries19692821.74609375
Lower-middle-income countries19703415.100341796875
Lower-middle-income countries19713581.172607421875
Lower-middle-income countries19723543.95703125
Upper-middle-income countries19656697.0888671875
Upper-middle-income countries19667435.65966796875
Upper-middle-income countries19678159.71484375
Upper-middle-income countries19689362.8046875
Upper-middle-income countries196910349.6865234375
Upper-middle-income countries197013553.9794921875
Upper-middle-income countries197114248.015625
Upper-middle-income countries197214966.5126953125
~ Changed values: 270 / 19,186 (1.41%) (225 revised, 45 disappeared) — showing the 100 most anomalous rows
countryyeartotal_production_twh -total_production_twh +anomaly score
Oceania20224939.874511718753198.776367187521%
Oceania20254688.6699218753042.81616210937521%
Oceania20234895.708496093753207.02416992187521%
Oceania20244968.82714843753270.10571289062521%
Oceania20215120.074218753426.56372070312520%
Oceania19841330.9847412109375897.668090820312519%
Oceania20205192.74218753513.30786132812519%
Oceania19811170.370361328125803.043884277343819%
Oceania19851581.15393066406251090.360229492187518%
Oceania20195509.395996093753824.4389648437518%
Oceania19821180.49853515625819.586791992187518%
Oceania19831219.4891357421875854.9672851562518%
Oceania19901910.23571777343751352.025024414062517%
Oceania19871696.45886230468751208.192260742187517%
North America198019889.57812514168.76367187517%
Oceania19861624.695800781251159.5581054687517%
Oceania19881664.23925781251189.637573242187517%
Oceania19942147.7297363281251538.478393554687517%
Oceania19911951.23815917968751402.70336914062516%
Oceania20185183.0136718753738.94018554687516%
Oceania19922059.3327636718751498.05004882812516%
Oceania19952224.339355468751618.26562516%
Oceania19962290.42871093751667.68579101562516%
Oceania19891773.6228027343751293.2143554687516%
Oceania20002765.494628906252022.194946289062516%
Asia198019661.8945312514406.010742187515%
Oceania19932057.3142089843751507.588745117187515%
Oceania20174758.052246093753493.43945312515%
Oceania19972457.3339843751814.522094726562515%
Oceania19982484.931152343751854.1684570312515%
Oceania20012912.312011718752186.75122070312514%
Low-income countries2024528.181884765625699.273620605468814%
Oceania20022983.8708496093752257.1914062514%
Oceania19992584.0144042968751957.39184570312514%
Oceania20164702.279785156253582.93676757812514%
Low-income countries2013653.9158935546875856.854125976562513%
Low-income countries2014650.9940795898438846.256469726562513%
Oceania20033017.48535156252336.682617187513%
Low-income countries2023521.4320068359375665.570617675781212%
Oceania20103766.1560058593752953.3676757812512%
Oceania20113679.9465332031252886.41918945312512%
Oceania20043086.0437011718752426.8813476562512%
Oceania20073389.4860839843752675.52807617187512%
Oceania20053216.928222656252540.01928710937512%
Oceania20123956.4665527343753127.23852539062512%
Low-income countries2012624.9075927734375789.878967285156212%
Oceania20154517.8066406253579.40893554687512%
Oceania20093602.5527343752855.1479492187512%
Oceania20063274.296386718752598.51684570312512%
Oceania20083457.893066406252755.35717773437511%
Oceania20144457.26269531253588.14648437511%
Oceania20134167.8457031253357.2709960937511%
Africa19804515.697753906253740.790527343759.4%
Low-income countries2011823.9992065429688991.85430908203129.2%
Low-income countries2015588.7667846679688707.3808593759.2%
Low-income countries1985305.30316162109375356.38769531257.7%
Low-income countries2022532.0299072265625619.14239501953127.6%
Low-income countries2016587.004150390625681.54339599609387.5%
Low-income countries2018607.6470336914062705.44854736328127.4%
Low-income countries2017614.8660888671875711.07611083984387.3%
Low-income countries2021552.9138793945312638.39849853515627.2%
Low-income countries2020560.1873168945312646.72692871093757.2%
Low-income countries1986335.45843505859375386.54458618164067.1%
Low-income countries2019617.6328735351562707.097167968756.8%
Low-income countries1987360.6192321777344410.4880371093756.5%
Low-income countries2010991.92864990234381112.394531255.7%
Low-income countries1984362.4886474609375406.07116699218755.7%
Low-income countries1988510.3236999511719561.13641357421884.7%
Low-income countries1989505.2151184082031554.73535156254.7%
Lower-middle-income countries20209649.2510511.906254.3%
Lower-middle-income countries20219915.475585937510744.246093754.0%
Low-income countries1990610.5858154296875660.73565673828123.9%
Lower-middle-income countries201910372.3164062511213.14843753.9%
Lower-middle-income countries202210171.184570312510965.48144531253.8%
Low-income countries1983354.39068603515625380.47253417968753.5%
Lower-middle-income countries201810871.34179687511663.2285156253.5%
Lower-middle-income countries202310630.668945312511395.4472656253.5%
Lower-middle-income countries202410921.784179687511706.980468753.5%
Low-income countries1982347.3028869628906372.15737915039063.5%
Low-income countries1981340.090576171875364.331359863281253.4%
Lower-middle-income countries201710957.79882812511728.24121093753.4%
Lower-middle-income countries201611006.72851562511720.03613281253.1%
Lower-middle-income countries19936839.7988281257275.058105468753.1%
Lower-middle-income countries19926671.31542968757079.646972656253.0%
Lower-middle-income countries19947064.252441406257480.777343752.9%
Lower-middle-income countries201511461.5742187512133.0136718752.8%
Lower-middle-income countries19988220.46972656258676.9863281252.7%
Lower-middle-income countries19967813.1777343758245.64941406252.7%
Lower-middle-income countries19957473.001464843757885.754394531252.7%
Lower-middle-income countries19978008.56152343758450.15722656252.7%
Low-income countries2009981.72332763671881035.3757324218752.7%
Lower-middle-income countries19997867.62792968758278.05468752.5%
Lower-middle-income countries201411118.520507812511682.54199218752.5%
Lower-middle-income countries20059937.1289062510439.32519531252.5%
Lower-middle-income countries20008287.1258704.85839843752.5%
Lower-middle-income countries20028501.46191406258928.656252.5%
Lower-middle-income countries20018465.718758880.80468752.4%
Lower-middle-income countries20049646.34179687510116.7050781252.4%
Lower-middle-income countries20038798.48339843759219.5800781252.3%
Low-income countries20081030.36242675781251077.20410156252.2%
~ fossil_fuels.gas_consumption_per_capita_kwh 🟡 median anomaly score 1.5%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_consumption_per_capita_kwh
High-income countries19654977.068359375
High-income countries19665336.92578125
High-income countries19675652.671875
High-income countries19686131.94970703125
High-income countries19696696.84619140625
High-income countries19707193.3798828125
High-income countries19717579.64453125
High-income countries19727904.79443359375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965108.7526626586914
Lower-middle-income countries1966112.97747802734375
Lower-middle-income countries1967122.82160949707031
Lower-middle-income countries1968125.9860610961914
Lower-middle-income countries1969132.1781005859375
Lower-middle-income countries1970126.69306945800781
Lower-middle-income countries1971122.42536163330078
Lower-middle-income countries1972121.27080535888672
Upper-middle-income countries19651023.4956665039062
Upper-middle-income countries19661108.140625
Upper-middle-income countries19671172.53662109375
Upper-middle-income countries19681232.78662109375
Upper-middle-income countries19691300.7587890625
Upper-middle-income countries19701401.07421875
Upper-middle-income countries19711496.7763671875
Upper-middle-income countries19721551.4200439453125
~ Changed values: 453 / 19,186 (2.36%) (142 revised, 287 appeared, 24 disappeared) — showing the 100 most anomalous rows
countryyeargas_consumption_per_capita_kwh -gas_consumption_per_capita_kwh +anomaly score
North Macedonia19931530.81628417968750.0100%
North Macedonia19921366.64489746093750.0100%
Hong Kong1994952.85485839843750.0100%
Hong Kong1993903.46051025390620.0100%
Hong Kong1992878.08972167968750.0100%
Hong Kong1991801.42169189453120.0100%
Hong Kong1990752.10357666015620.0100%
Lower-middle-income countries2024936.29486083984381114.960449218758.7%
Lower-middle-income countries2022921.13897705078121096.01269531258.7%
Lower-middle-income countries2023918.34759521484381089.4309082031258.5%
Lower-middle-income countries2020925.79003906251096.0432128906258.4%
Lower-middle-income countries2021993.6442871093751168.183593758.1%
Lower-middle-income countries2015907.99676513671881065.75109863281258.0%
Lower-middle-income countries2014902.76812744140621058.47399902343757.9%
Lower-middle-income countries2016937.85144042968751098.78137207031257.9%
Lower-middle-income countries2019981.11047363281251146.33093261718757.8%
Lower-middle-income countries2018993.47125244140621156.96032714843757.6%
Lower-middle-income countries2005866.71429443359381008.58184814453127.6%
Lower-middle-income countries1992596.4945068359375692.10552978515627.4%
Lower-middle-income countries1984264.33575439453125306.35519409179697.4%
Lower-middle-income countries2013935.35162353515621083.74011230468757.3%
Lower-middle-income countries2017981.75036621093751137.4685058593757.3%
Lower-middle-income countries1997704.6229248046875813.46356201171887.2%
Lower-middle-income countries2003800.3763427734375923.00140380859387.1%
Lower-middle-income countries1998719.1732788085938829.2243652343757.1%
Lower-middle-income countries2004851.8128051757812979.37396240234387.0%
Lower-middle-income countries2008915.66149902343751048.19787597656256.7%
Lower-middle-income countries1996706.763916015625808.87152099609386.7%
Lower-middle-income countries2006892.31585693359381019.4628906256.7%
Lower-middle-income countries1983243.89266967773438278.5397949218756.6%
Lower-middle-income countries1981227.53611755371094259.6560058593756.6%
Lower-middle-income countries1994648.3148803710938739.78808593756.6%
Lower-middle-income countries1999740.827392578125845.16607666015626.6%
Lower-middle-income countries2012997.6940917968751137.69519042968756.6%
Lower-middle-income countries1993635.9932250976562724.18811035156256.5%
Lower-middle-income countries2002804.8619995117188913.05999755859386.3%
Lower-middle-income countries2000766.396240234375869.10949707031256.3%
Lower-middle-income countries20111012.99224853515621148.5485839843756.3%
Lower-middle-income countries2007930.27911376953121051.2441406256.1%
Lower-middle-income countries2001794.270751953125895.549316406256.0%
Lower-middle-income countries1995678.4318237304688759.950683593755.7%
Lower-middle-income countries1989551.5781860351562612.73693847656255.3%
Lower-middle-income countries1982244.30731201171875270.1013183593755.0%
Lower-middle-income countries1987521.8989868164062575.0295410156254.8%
Lower-middle-income countries1980218.38954162597656239.87516784667974.7%
Lower-middle-income countries1988528.9253540039062580.0993652343754.6%
Lower-middle-income countries1986511.29571533203125559.86273193359384.5%
Lower-middle-income countries1985494.9798278808594541.12896728515624.5%
Lower-middle-income countries1990588.8091430664062643.02520751953124.4%
Lower-middle-income countries2010981.76824951171881071.886718754.4%
Lower-middle-income countries2009953.69696044921881036.885253906254.2%
Lower-middle-income countries1991596.1483154296875646.53472900390624.1%
Upper-middle-income countries19871228.75878906251292.9875488281252.5%
Upper-middle-income countries19891321.56408691406251388.9504394531252.5%
Upper-middle-income countries19861201.30895996093751261.1843261718752.4%
Upper-middle-income countries19921388.00378417968751457.170410156252.4%
Upper-middle-income countries19881291.56408691406251354.50683593752.4%
Upper-middle-income countries19851132.78906251187.20996093752.3%
Upper-middle-income countries19951285.02551269531251342.13293457031252.2%
Upper-middle-income countries19901431.252441406251491.49279785156252.1%
Upper-middle-income countries19911437.19616699218751495.89416503906252.0%
Upper-middle-income countries19931262.3669433593751313.434082031252.0%
Upper-middle-income countries19971379.16467285156251433.35217285156251.9%
Upper-middle-income countries19981404.81066894531251457.09484863281251.8%
Upper-middle-income countries19941265.57116699218751312.5510253906251.8%
Upper-middle-income countries19961399.73327636718751450.3105468751.8%
Upper-middle-income countries20173373.5969238281253492.1855468751.7%
Upper-middle-income countries20183527.90332031253641.84667968751.6%
Upper-middle-income countries20072280.5800781252353.7687988281251.6%
Upper-middle-income countries20062172.5495605468752242.05371093751.6%
Upper-middle-income countries20082393.9289550781252470.07910156251.6%
Upper-middle-income countries20021690.8005371093751743.08190917968751.5%
Upper-middle-income countries20001552.64099121093751600.54797363281251.5%
Upper-middle-income countries20092401.9821777343752475.924316406251.5%
Upper-middle-income countries20052059.2224121093752121.790527343751.5%
Upper-middle-income countries20102587.101074218752665.15136718751.5%
Upper-middle-income countries20223886.563964843754002.309082031251.5%
Upper-middle-income countries20213937.1843261718754050.3869628906251.4%
Upper-middle-income countries20011613.0285644531251659.40539550781251.4%
Upper-middle-income countries20193616.7893066406253719.4738769531251.4%
Upper-middle-income countries19991500.2438964843751542.79943847656251.4%
Upper-middle-income countries20031800.5197753906251851.45593261718751.4%
Upper-middle-income countries20244121.5839843754238.063964843751.4%
Upper-middle-income countries20233977.5644531254087.7756347656251.4%
Upper-middle-income countries20132950.282714843753031.975097656251.4%
Upper-middle-income countries20041929.4738769531251982.82604980468751.4%
Upper-middle-income countries20122877.2229003906252956.4924316406251.4%
Upper-middle-income countries20203708.97167968753803.6091308593751.3%
Upper-middle-income countries20163202.5468753283.8005371093751.3%
Upper-middle-income countries20112750.5788574218752819.475097656251.2%
Upper-middle-income countries20143086.542480468753159.9035644531251.2%
Upper-middle-income countries20153142.9099121093753215.8801269531251.1%
Upper-middle-income countries19802424.910644531252478.60839843751.1%
Upper-middle-income countries19812516.92285156252561.8884277343750.89%
Upper-middle-income countries19843004.08691406253055.128906250.84%
Upper-middle-income countries19832826.075683593752869.1843261718750.76%
Upper-middle-income countries19822674.9016113281252715.0715332031250.75%
High-income countries202417381.32226562517583.2207031250.58%
High-income countries202317043.6445312517241.5175781250.58%
High-income countries202117256.89648437517453.25781250.57%
~ fossil_fuels.gas_consumption_twh 🟡 median anomaly score 1.5%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_consumption_twh
High-income countries19654814.61376953125
High-income countries19665217.87939453125
High-income countries19675578.95458984375
High-income countries19686108.87841796875
High-income countries19696738.9462890625
High-income countries19707309.89404296875
High-income countries19717779.77978515625
High-income countries19728194.9404296875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries196593.31009674072266
Lower-middle-income countries196699.2406234741211
Lower-middle-income countries1967110.46468353271484
Lower-middle-income countries1968116.02594757080078
Lower-middle-income countries1969124.62701416015625
Lower-middle-income countries1970122.34602355957031
Lower-middle-income countries1971120.99372100830078
Lower-middle-income countries1972122.67914581298828
Upper-middle-income countries19651387.8975830078125
Upper-middle-income countries19661541.2620849609375
Upper-middle-income countries19671671.8331298828125
Upper-middle-income countries19681802.8486328125
Upper-middle-income countries19691951.58935546875
Upper-middle-income countries19702155.29248046875
Upper-middle-income countries19712358.9765625
Upper-middle-income countries19722502.262451171875
~ Changed values: 453 / 19,186 (2.36%) (142 revised, 287 appeared, 24 disappeared) — showing the 100 most anomalous rows
countryyeargas_consumption_twh -gas_consumption_twh +anomaly score
Hong Kong19945.75739574432373050.0100%
Hong Kong19935.3326811790466310.0100%
Hong Kong19925.0574088096618650.0100%
Hong Kong19914.510474205017090.0100%
Hong Kong19904.18214654922485350.0100%
North Macedonia19933.07212328910827640.0100%
North Macedonia19922.77772760391235350.0100%
Lower-middle-income countries20242722.324218753241.8034667968758.7%
Lower-middle-income countries20222609.299316406253104.6621093758.7%
Lower-middle-income countries20232635.5773925781253126.5715332031258.5%
Lower-middle-income countries20202556.8278808593753027.0295410156258.4%
Lower-middle-income countries20212779.5002441406253267.73535156258.1%
Lower-middle-income countries20152337.28417968752743.3613281258.0%
Lower-middle-income countries20142288.8457031252683.616699218757.9%
Lower-middle-income countries20162450.3200683593752870.7810058593757.9%
Lower-middle-income countries20192673.3181152343753123.50878906257.8%
Lower-middle-income countries20182670.5124511718753109.9812011718757.6%
Lower-middle-income countries20051884.21032714843752192.62597656257.6%
Lower-middle-income countries1992991.74530029296881150.71032714843757.4%
Lower-middle-income countries1984361.7185363769531419.21817016601567.4%
Lower-middle-income countries20132334.1247558593752704.4211425781257.3%
Lower-middle-income countries20172602.5505371093753015.348144531257.3%
Lower-middle-income countries19971307.613281251509.5957031257.2%
Lower-middle-income countries20031676.39709472656251933.23669433593757.1%
Lower-middle-income countries19981363.02636718751571.60266113281257.1%
Lower-middle-income countries20041818.126464843752090.39550781257.0%
Lower-middle-income countries20082099.3229980468752403.1872558593756.7%
Lower-middle-income countries19961283.8562011718751469.33752441406256.7%
Lower-middle-income countries20061974.97448730468752256.3906256.7%
Lower-middle-income countries1983325.37396240234375371.59622192382816.6%
Lower-middle-income countries1981288.3186950683594329.01889038085946.6%
Lower-middle-income countries19941127.25354003906251286.3020019531256.6%
Lower-middle-income countries19991433.27185058593751635.13488769531256.6%
Lower-middle-income countries20122449.377441406252793.085449218756.6%
Lower-middle-income countries19931081.49523925781251231.46911621093756.5%
Lower-middle-income countries20021653.9992675781251876.347167968756.3%
Lower-middle-income countries20001513.3684082031251716.19177246093756.3%
Lower-middle-income countries20112445.8371582031252773.13378906256.3%
Lower-middle-income countries20072096.0046386718752368.5500488281256.1%
Lower-middle-income countries20011600.572753906251804.66394042968756.0%
Lower-middle-income countries19951205.9401855468751350.843261718755.7%
Lower-middle-income countries1989854.4580688476562949.20001220703125.3%
Lower-middle-income countries1982317.6872253417969351.228698730468755.0%
Lower-middle-income countries1987770.0935668945312848.4909667968754.8%
Lower-middle-income countries1980269.54400634765625296.062316894531254.7%
Lower-middle-income countries1988799.8111572265625877.19366455078124.6%
Lower-middle-income countries1986735.9129638671875805.815917968754.5%
Lower-middle-income countries1985694.7149658203125759.4863281254.5%
Lower-middle-income countries1990934.42291259765621020.4621582031254.4%
Lower-middle-income countries20102330.308593752544.212402343754.4%
Lower-middle-income countries20092224.7414550781252418.799316406254.2%
Lower-middle-income countries1991968.7224121093751050.59875488281254.1%
Upper-middle-income countries19872632.3176269531252769.9121093752.5%
Upper-middle-income countries19892936.299316406253086.0207519531252.5%
Upper-middle-income countries19862525.3181152343752651.18457031252.4%
Upper-middle-income countries19923236.5241699218753397.8059082031252.4%
Upper-middle-income countries19882818.5683593752955.9274902343752.4%
Upper-middle-income countries19852337.5544433593752449.854003906252.3%
Upper-middle-income countries19953110.0578613281253248.270996093752.2%
Upper-middle-income countries19903237.23535156253373.488281252.1%
Upper-middle-income countries19913303.8908691406253438.8283691406252.0%
Upper-middle-income countries19932982.6113281253103.2683105468752.0%
Upper-middle-income countries19973414.843753549.0134277343751.9%
Upper-middle-income countries19983516.27343753647.1418457031251.8%
Upper-middle-income countries19943026.9260253906253139.29003906251.8%
Upper-middle-income countries19963427.25292968753551.0917968751.8%
Upper-middle-income countries201710076.73632812510430.9531251.7%
Upper-middle-income countries201810620.840820312510963.87011718751.6%
Upper-middle-income countries20076213.493652343756412.897949218751.6%
Upper-middle-income countries20065867.37988281256055.089355468751.6%
Upper-middle-income countries20086581.307128906256790.656251.6%
Upper-middle-income countries20024404.7207031254540.919433593751.5%
Upper-middle-income countries20003968.08886718754090.5246582031251.5%
Upper-middle-income countries20096665.366699218756870.55175781251.5%
Upper-middle-income countries20055511.359863281255678.8183593751.5%
Upper-middle-income countries20107246.263183593757464.876464843751.5%
Upper-middle-income countries202211921.5117187512276.5449218751.5%
Upper-middle-income countries202112046.08789062512392.4394531251.4%
Upper-middle-income countries20014163.7128906254283.425292968751.4%
Upper-middle-income countries201910961.866210937511273.08593751.4%
Upper-middle-income countries19993794.802246093753902.4445800781251.4%
Upper-middle-income countries20034732.5917968754866.47558593751.4%
Upper-middle-income countries202412709.008789062513068.17675781251.4%
Upper-middle-income countries202312228.37304687512567.199218751.4%
Upper-middle-income countries20138502.07031258737.48925781251.4%
Upper-middle-income countries20045117.488281255258.992675781251.4%
Upper-middle-income countries20128210.19531258436.3925781251.4%
Upper-middle-income countries202011302.554687511590.949218751.3%
Upper-middle-income countries20169485.58300781259726.24707031251.3%
Upper-middle-income countries20117774.59082031257969.328613281251.2%
Upper-middle-income countries20148980.67675781259194.12988281251.2%
Upper-middle-income countries20159229.44628906259443.72949218751.1%
Upper-middle-income countries19804561.580566406254662.593261718751.1%
Upper-middle-income countries19814823.740722656254909.918457031250.89%
Upper-middle-income countries19846087.1699218756190.596191406250.84%
Upper-middle-income countries19835624.2324218755710.023925781250.76%
Upper-middle-income countries19825225.590332031255304.0644531250.75%
High-income countries202424684.539062524971.269531250.58%
High-income countries202324147.34179687524427.6855468750.58%
High-income countries202124243.7539062524519.61718750.57%
~ fossil_fuels.oil_production_annual_change_twh 🟡 median anomaly score 1.4%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_production_annual_change_twh
High-income countries1965NaN
High-income countries1966766.8203125
High-income countries1967621.1201171875
High-income countries1968706.7294921875
High-income countries1969462.6806640625
High-income countries1970983.828125
High-income countries1971908.90234375
High-income countries19721128.2509765625
Low-income countries1968NaN
Low-income countries196918.498523712158203
Low-income countries197018.531845092773438
Low-income countries197112.161518096923828
Low-income countries19726.5559539794921875
Low-income countries1973-3.6603546142578125
Low-income countries197410.424163818359375
Low-income countries197536.48455810546875
Low-income countries19765.530998229980469
Low-income countries1977-10.743080139160156
Low-income countries1978-2.3164749145507812
Low-income countries1979-6.949440002441406
Lower-middle-income countries1965NaN
Lower-middle-income countries196645.09521484375
Lower-middle-income countries196769.724853515625
Lower-middle-income countries1968-6.554931640625
Lower-middle-income countries1969296.226806640625
Lower-middle-income countries1970469.975830078125
Lower-middle-income countries1971165.656494140625
Lower-middle-income countries1972-50.2802734375
Upper-middle-income countries1965NaN
Upper-middle-income countries1966738.57080078125
Upper-middle-income countries1967724.05517578125
Upper-middle-income countries19681203.08984375
Upper-middle-income countries1969986.8818359375
Upper-middle-income countries19701031.8994140625
Upper-middle-income countries1971483.5029296875
Upper-middle-income countries1972564.84375
~ Changed values: 254 / 19,186 (1.32%) (161 revised, 93 disappeared) — showing the 100 most anomalous rows
countryyearoil_production_annual_change_twh -oil_production_annual_change_twh +anomaly score
Lower-middle-income countries2014-12.739746093755.675684452056885100%
High-income countries20068.771484375-0.5964342355728149100%
Low-income countries1996-0.133850097656250.5449626445770264100%
Low-income countries19840.836143493652343818.33678817749023491%
Low-income countries1985-1.8199386596679688-0.454799652099609460%
High-income countries2017-13.841796875-34.6308517456054743%
Lower-middle-income countries2007-22.89892578125-56.9140014648437543%
Lower-middle-income countries199326.00024414062561.3778343200683640%
Upper-middle-income countries198487.32421875194.1747131347656238%
Lower-middle-income countries200540.52148437587.5410003662109437%
Low-income countries2023-1.1275177001953125-2.38524913787841836%
High-income countries1984297.6796875549.148620605468830%
Low-income countries2004-2.84967041015625-1.545448303222656230%
Lower-middle-income countries1984211.322509765625375.9796752929687528%
Low-income countries20171.73472595214843752.951823234558105526%
Lower-middle-income countries200657.9897460937597.2254562377929725%
Lower-middle-income countries199260.396240234375100.8369750976562525%
Lower-middle-income countries2012-29.97265625-19.10973739624023422%
High-income countries1994161.287109375250.61987304687522%
Lower-middle-income countries198740.36547851562526.28907394409179721%
Low-income countries19984.3593753.101690769195556617%
Low-income countries2009-4.514404296875-3.2644281387329116%
Lower-middle-income countries2022-60.744873046875-83.5591125488281216%
Lower-middle-income countries2011-176.09912109375-130.358840942382815%
Upper-middle-income countries1992191.3251953125243.0769348144531212%
Lower-middle-income countries198592.366943359375116.521118164062512%
Lower-middle-income countries2001-20.0087890625-24.8162765502929711%
High-income countries2005103.17187584.57936859130869.9%
High-income countries1995100.51562582.447311401367199.9%
Lower-middle-income countries2010145.92431640625119.735260009765629.9%
Low-income countries2024-56.82728576660156-46.858371734619149.6%
High-income countries199893.0195312578.326141357421888.6%
Lower-middle-income countries199797.054687582.726608276367198.0%
Low-income countries2020-7.162261962890625-8.3615016937255867.7%
High-income countries1991287.220703125332.84823608398447.4%
Lower-middle-income countries2003101.555664062588.459030151367196.9%
Low-income countries2022-8.74761962890625-10.010816574096686.7%
Low-income countries19975.558593754.87973833084106456.5%
Lower-middle-income countries1995248.88427734375218.91975402832036.4%
Upper-middle-income countries2002-134.31640625-118.168304443359386.4%
Low-income countries201823.60569763183593826.744560241699226.2%
Upper-middle-income countries2003216.19921875243.164489746093755.9%
Lower-middle-income countries202384.289062575.166976928710945.7%
Low-income countries199217.06979370117187515.2245626449584965.7%
Upper-middle-income countries200153.489257812559.450542449951175.3%
Low-income countries200311.70385742187512.9616212844848635.1%
Lower-middle-income countries2024117.664794921875129.832427978515624.9%
Upper-middle-income countries2014-40.1650390625-36.415084838867194.9%
Lower-middle-income countries1996152.7412109375167.887054443359384.7%
Lower-middle-income countries2009-152.724609375-167.158676147460944.5%
Upper-middle-income countries2005172.6953125157.982635498046884.4%
Lower-middle-income countries2000132.38720703125121.368392944335944.3%
Lower-middle-income countries2017-233.39501953125-214.788223266601564.2%
Lower-middle-income countries2004496.84716796875539.60363769531254.1%
Low-income countries199522.0230102539062523.909614562988284.1%
Lower-middle-income countries2015103.51611328125111.62038421630863.8%
Upper-middle-income countries2017303.220703125282.8220214843753.5%
Low-income countries2008-35.7049560546875-38.212638854980473.4%
Low-income countries2015-55.473907470703125-59.2799377441406253.3%
Low-income countries2005-19.291748046875-20.5959892272949223.3%
Upper-middle-income countries2022463.37890625435.68029785156253.1%
High-income countries2007-269.240234375-253.253906253.1%
Low-income countries2006-11.25762939453125-11.8864822387695312.7%
Upper-middle-income countries2024186.078125196.231338500976562.7%
High-income countries2016279.51171875265.05819702148442.7%
Lower-middle-income countries2021-258.205322265625-271.01657104492192.4%
Upper-middle-income countries1990216.3173828125206.429550170898442.3%
High-income countries1996327.205078125312.30612182617192.3%
Lower-middle-income countries2008140.033203125133.88789367675782.2%
Lower-middle-income countries2019-412.33447265625-394.99649047851562.1%
Low-income countries2021-15.850433349609375-16.5432777404785162.1%
Upper-middle-income countries2006282.7265625294.808898925781252.1%
Upper-middle-income countries1994156.755859375163.369628906252.1%
Lower-middle-income countries2002-141.90673828125-136.210235595703122.0%
Low-income countries2010-15.296142578125-15.925011634826662.0%
Low-income countries2012-222.71853637695312-214.322082519531251.9%
Lower-middle-income countries2018-374.0185546875-387.71789550781251.8%
High-income countries1993-199.91015625-206.92973327636721.7%
Lower-middle-income countries198668.4760742187566.557487487792971.4%
High-income countries1999-752.087890625-773.5563964843751.4%
High-income countries2024105.349609375102.468444824218751.4%
Low-income countries199146.0811157226562544.823371887207031.4%
Low-income countries200143.576293945312544.7944030761718751.4%
High-income countries2013599.90234375616.65515136718751.4%
Upper-middle-income countries2008180.849609375185.800552368164061.4%
High-income countries1989-416.638671875-427.90689086914061.3%
Lower-middle-income countries2020-444.177490234375-456.0539550781251.3%
Upper-middle-income countries1988406.021484375395.73861694335941.3%
Low-income countries200249.9467773437548.6889953613281251.3%
Lower-middle-income countries2016-400.06494140625-410.39016723632811.3%
Upper-middle-income countries2018-108.47265625-105.800056457519531.2%
High-income countries1992257.7578125264.20053100585941.2%
Upper-middle-income countries2015493.453125481.49191284179691.2%
High-income countries2002-299.75390625-292.58993530273441.2%
Low-income countries2016-24.08673095703125-24.6640167236328121.2%
Low-income countries201926.99459838867187526.3657417297363281.2%
Low-income countries200079.809448242187577.962516784667971.2%
Low-income countries198726.39149475097656227.0152301788330081.2%
High-income countries1990272.09765625266.03536987304691.1%
Low-income countries2011-169.38922119140625-165.65856933593751.1%
~ fossil_fuels.coal_production_annual_change_pct 🟡 median anomaly score 1.3%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_production_annual_change_pct
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 142 / 19,186 (0.74%) (130 revised, 12 disappeared) — showing the 100 most anomalous rows
countryyearcoal_production_annual_change_pct -coal_production_annual_change_pct +anomaly score
Lower-middle-income countries20063.8713443279266357-2.203781843185425100%
Upper-middle-income countries19922.237733840942383-2.0425546169281006100%
Lower-middle-income countries19980.093440175056457520.337585240602493357%
High-income countries2007-0.11805066466331482-0.0337089374661445656%
Lower-middle-income countries19924.93967628479003916.63474082946777354%
Lower-middle-income countries19941.91765606403350830.696454942226409947%
Lower-middle-income countries20160.78807985782623291.984852433204650943%
Lower-middle-income countries1999-2.1821835041046143-4.16638326644897531%
Lower-middle-income countries20200.27606949210166930.171308264136314423%
High-income countries19950.162521019577980040.1060779392719268821%
High-income countries2013-0.3775211572647095-0.256367266178131119%
Upper-middle-income countries1991-0.7600460052490234-1.091063618659973118%
Lower-middle-income countries20053.88034200668334962.77285480499267617%
Lower-middle-income countries20130.474637389183044430.656878352165222216%
Lower-middle-income countries19933.6894838809967042.83318853378295913%
High-income countries1989-0.17748698592185974-0.2307006418704986613%
Lower-middle-income countries20170.90129399299621581.135979056358337412%
Lower-middle-income countries20011.1895210742950440.964507400989532510%
Lower-middle-income countries20121.22272872924804691.505553007125854510%
High-income countries2003-0.2896149456501007-0.2353003621101379410%
Lower-middle-income countries2011-0.76036137342453-0.63295120000839239.1%
Lower-middle-income countries19955.0707406997680665.9973707199096688.4%
High-income countries19881.7030371427536011.44727349281311048.1%
High-income countries19871.13039588928222660.98461121320724496.9%
High-income countries19940.91057646274566650.79412978887557986.8%
Lower-middle-income countries1982-0.9271827936172485-0.814076304435736.5%
Lower-middle-income countries19966.5120162963867195.7706680297851566.0%
Upper-middle-income countries19971.03380799293518071.16532135009765626.0%
High-income countries20051.05311417579650880.93720614910125735.8%
Lower-middle-income countries2019-1.400180697441101-1.27147340774536134.8%
Lower-middle-income countries20153.74007582664489754.1173062324523934.8%
Lower-middle-income countries20006.14445972442626956.7105917930603034.4%
High-income countries20042.40269398689272.24720239639282233.3%
Upper-middle-income countries19862.9021468162536622.72125339508056643.2%
Upper-middle-income countries1985-16.44420623779297-15.4373340606689453.2%
High-income countries19861.81569039821624761.70462477207183843.2%
Upper-middle-income countries20078.0464191436767587.5879282951354982.9%
Lower-middle-income countries20048.5243730545043958.0429353713989262.9%
Upper-middle-income countries20067.5342860221862797.966759681701662.8%
Lower-middle-income countries20186.7809557914733897.1566119194030762.7%
High-income countries2000-1.4616812467575073-1.54089033603668212.6%
High-income countries19960.86958855390548710.82492053508758542.6%
Upper-middle-income countries1998-2.2026822566986084-2.08974575996398932.6%
High-income countries1990-1.4132459163665771-1.4880089759826662.6%
Lower-middle-income countries19973.6376838684082033.8285546302795412.6%
Lower-middle-income countries20216.401067256927496.0885696411132812.5%
High-income countries1998-1.3777216672897339-1.44674944877624512.4%
Upper-middle-income countries19833.33696699142456053.49712824821472172.3%
High-income countries19971.5468713045120241.4761952161788942.3%
High-income countries20110.74981242418289180.71592378616333012.3%
High-income countries2022-0.5220673084259033-0.54440021514892582.1%
Lower-middle-income countries19836.1422486305236825.89596414566042.0%
High-income countries1999-1.240007996559143-1.29124176502227782.0%
High-income countries2012-0.39029350876808167-0.404652476310731.8%
High-income countries19843.33188033103942873.2207055091857911.7%
Lower-middle-income countries19879.6262598037719739.3204555511474611.6%
Upper-middle-income countries19894.1294384002685554.0013461112976071.6%
Upper-middle-income countries19991.81648528575897221.76042568683624271.6%
Lower-middle-income countries20033.02959609031677253.1237251758575441.5%
High-income countries20061.64494192600250241.69446933269500731.5%
Upper-middle-income countries19883.77206778526306153.66270971298217771.5%
Lower-middle-income countries20087.2037930488586437.4094090461730961.4%
Upper-middle-income countries19900.91981416940689090.94478189945220951.3%
High-income countries198523.17079544067382822.563259124755861.3%
Upper-middle-income countries2020-1.8741155862808228-1.92381703853607181.3%
High-income countries20172.32667279243469242.2666320800781251.3%
Lower-middle-income countries19899.1523981094360358.9191274642944341.3%
Lower-middle-income countries202313.02962303161621112.6981525421142581.3%
High-income countries19822.8674480915069582.79600930213928221.3%
High-income countries20102.39522218704223632.33657479286193851.2%
Upper-middle-income countries20084.172095298767094.27549266815185551.2%
Upper-middle-income countries19845.697698116302495.82233715057373051.1%
Upper-middle-income countries2016-5.479182720184326-5.3685569763183591.0%
Lower-middle-income countries19844.8313698768615724.9299287796020511.0%
High-income countries20081.11308872699737551.09089684486389161.0%
Lower-middle-income countries20145.8956871032714846.0145506858825681.00%
High-income countries1992-1.8897172212600708-1.85244977474212651.00%
Upper-middle-income countries19961.54608106613159181.51567709445953370.99%
Lower-middle-income countries19855.0821561813354494.9830102920532230.99%
Upper-middle-income countries19873.0126085281372072.96313881874084470.83%
High-income countries20142.13524866104125982.10033130645751950.82%
Upper-middle-income countries20172.49346756935119632.5331566333770750.79%
Upper-middle-income countries19930.69009917974472050.67979055643081670.75%
Upper-middle-income countries20132.4781005382537842.442889690399170.72%
Upper-middle-income countries20192.87027788162231452.9103133678436280.69%
Lower-middle-income countries202212.3423833847045912.1772184371948240.67%
Lower-middle-income countries20024.1682510375976564.2198600769042970.62%
High-income countries20181.92112529277801511.89805567264556880.60%
Upper-middle-income countries20092.4084687232971192.43671655654907230.58%
Upper-middle-income countries20233.8936882019042973.85332250595092770.52%
Lower-middle-income countries19887.0440363883972176.9733929634094240.50%
High-income countries2019-3.389799118041992-3.4222176074981690.48%
High-income countries20214.8014535903930664.7561073303222660.47%
Upper-middle-income countries19824.6943058967590334.7376270294189450.46%
Lower-middle-income countries20075.7694182395935065.8215303421020510.45%
Upper-middle-income countries2015-2.6034440994262695-2.58146643638610840.42%
Lower-middle-income countries20246.6731491088867196.7296895980834960.42%
Lower-middle-income countries20102.74985289573669432.77227449417114260.41%
High-income countries1993-6.059459686279297-6.01247358322143550.39%
Lower-middle-income countries19868.1081619262695318.0462369918823240.38%
~ fossil_fuels.coal_net_imports_per_capita_tonnes 🟡 median anomaly score 1.2%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_net_imports_per_capita_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyearcoal_net_imports_per_capita_tonnes -coal_net_imports_per_capita_tonnes +anomaly score
Upper-middle-income countries1981-0.026392636820673943-0.025138802826404572.4%
Upper-middle-income countries1982-0.021764520555734634-0.0207796543836593632.3%
Upper-middle-income countries1983-0.021062292158603668-0.0201422479003667832.2%
Upper-middle-income countries1984-0.02361944131553173-0.0225998479872941972.2%
Upper-middle-income countries1980-0.026396766304969788-0.025260219350457192.2%
Upper-middle-income countries1985-0.030781269073486328-0.0297912228852510451.6%
Upper-middle-income countries1986-0.03175710141658783-0.0308689586818218231.4%
Upper-middle-income countries1987-0.03402150049805641-0.033373121172189710.96%
Upper-middle-income countries1989-0.037229303270578384-0.036589745432138440.87%
Upper-middle-income countries1992-0.04561623930931091-0.045050580054521560.62%
Europe19920.181795194745063780.183605894446372990.50%
Upper-middle-income countries1991-0.04099975898861885-0.0413142703473567960.38%
Upper-middle-income countries1990-0.038457684218883514-0.038749482482671740.38%
Upper-middle-income countries1988-0.037523284554481506-0.037270337343215940.34%
Europe1980NaN0.08525218814611435appeared
Europe1981NaN0.08135076612234116appeared
Europe1982NaN0.08784227073192596appeared
Europe1983NaN0.07116153836250305appeared
Europe1984NaN0.08977910131216049appeared
Europe1985NaN0.10971689224243164appeared
Europe1986NaN0.10031113773584366appeared
Europe1987NaN0.0985417366027832appeared
Europe1988NaN0.09035740047693253appeared
Europe1989NaN0.1124797910451889appeared
Europe1990NaN0.12392206490039825appeared
Europe1991NaN0.15674513578414917appeared
~ fossil_fuels.coal_production_annual_change_twh 🟡 median anomaly score 1.2%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_production_annual_change_twh
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 142 / 19,186 (0.74%) (130 revised, 12 disappeared) — showing the 100 most anomalous rows
countryyearcoal_production_annual_change_twh -coal_production_annual_change_twh +anomaly score
Upper-middle-income countries1992214.59765625-205.450927734375100%
Lower-middle-income countries200689.8720703125-54.711158752441406100%
Lower-middle-income countries19981.7048339843756.7787423133850160%
High-income countries2007-15.84375-4.53954505920410255%
Lower-middle-income countries199270.06884765625237.590530395507854%
Lower-middle-income countries201626.29125976562567.54174804687544%
Lower-middle-income countries199429.598632812511.93073940277099643%
Lower-middle-income countries1999-39.8515625-83.9437789916992236%
Lower-middle-income countries20209.8613281256.36099958419799822%
High-income countries199520.90820312513.76901817321777321%
Upper-middle-income countries1991-73.4462890625-110.9555358886718820%
High-income countries2013-49.59765625-33.7717552185058619%
Lower-middle-income countries201314.34570312520.11857223510742217%
High-income countries1989-26.1552734375-34.3650436401367214%
Lower-middle-income countries201730.3051757812539.42303848266601613%
Lower-middle-income countries199579.7667236328125103.4545135498046913%
Lower-middle-income countries200586.71606445312566.9816818237304713%
Lower-middle-income countries201236.51000976562545.42745971679687511%
High-income countries2003-37.0615234375-30.26306343078613310%
Lower-middle-income countries2011-22.8779296875-19.219861984252938.7%
Lower-middle-income countries2000109.762939453125129.571060180664068.3%
Lower-middle-income countries199354.92016601562547.197231292724617.6%
High-income countries1988246.7646484375212.50947570800787.5%
Lower-middle-income countries199764.040649414062574.042953491210947.2%
High-income countries1994116.087890625102.266670227050786.3%
Lower-middle-income countries200122.55493164062519.872856140136726.3%
Upper-middle-income countries1997115.8818359375131.15612792968756.2%
High-income countries1987161.9599609375143.165145874023446.2%
Lower-middle-income countries1982-7.15606689453125-6.3747706413269045.8%
High-income countries2005137.603515625122.957145690917975.6%
Lower-middle-income countries2015120.27490234375134.5656738281255.6%
Lower-middle-income countries200360.55151367187567.724647521972665.6%
Lower-middle-income countries200279.97583007812587.785240173339844.7%
Lower-middle-income countries2018230.058349609375251.18452453613284.4%
Upper-middle-income countries1983305.66015625333.60971069335944.4%
Upper-middle-income countries199088.075195312595.180191040039063.9%
Upper-middle-income countries1984539.314453125574.847656253.2%
High-income countries1990-207.892578125-221.141662597656253.1%
High-income countries2004306.578125288.34298706054693.1%
Upper-middle-income countries20061429.957031251518.493652343753.0%
Lower-middle-income countries2019-50.725341796875-47.820232391357422.9%
High-income countries2000-187.9091796875-199.282318115234382.9%
High-income countries1998-181.8447265625-192.337387084960942.8%
Upper-middle-income countries20071642.2167968751561.50915527343752.5%
Upper-middle-income countries1982410.7099609375431.50442504882812.5%
High-income countries1986255.5078125243.70283508300782.4%
Upper-middle-income countries1998-249.4560546875-237.94030761718752.4%
High-income countries1999-161.4130859375-169.179962158203122.3%
High-income countries1996112.0537109375107.189056396484382.2%
High-income countries2022-55.44921875-57.8944664001464842.2%
High-income countries201198.15820312594.020088195800782.2%
High-income countries2012-51.4765625-53.522232055664061.9%
High-income countries1997201.060546875193.397125244140621.9%
Lower-middle-income countries2024322.94384765625335.71865844726561.9%
Upper-middle-income countries1987259.150390625268.92037963867191.9%
Lower-middle-income countries2008183.72998046875190.364959716796881.8%
Lower-middle-income countries2014179.040283203125185.42097473144531.8%
Lower-middle-income countries198439.212280273437540.548007965087891.7%
Upper-middle-income countries2020-551.888671875-570.64031982421881.7%
High-income countries2006217.197265625224.390075683593751.6%
Upper-middle-income countries2008920.009765625946.609863281251.4%
Lower-middle-income countries198346.96679687545.7935485839843751.3%
Upper-middle-income countries1999201.1875196.254867553710941.2%
Lower-middle-income countries2004175.535400390625179.82377624511721.2%
Upper-middle-income countries1988334.255859375342.25988769531251.2%
High-income countries2017274.2568359375268.02462768554691.1%
Upper-middle-income countries2017657.6328125672.52569580078121.1%
Lower-middle-income countries2022470.391357421875480.51516723632811.1%
High-income countries2010306.224609375299.849060058593751.1%
Upper-middle-income countries2019821.654296875838.84082031251.0%
Upper-middle-income countries1989379.7265625387.59860229492191.0%
Lower-middle-income countries1996107.633544921875105.5139160156250.99%
Upper-middle-income countries1985-1645.208984375-1612.89123535156250.99%
Lower-middle-income countries198793.043945312591.241851806640620.98%
High-income countries1983-426.7197265625-434.91271972656250.95%
Lower-middle-income countries201080.5239257812581.910629272460940.85%
Upper-middle-income countries2009553.26171875562.56427001953120.83%
Lower-middle-income countries1989103.810791015625102.107231140136720.83%
High-income countries2008149.212890625146.860336303710940.79%
Lower-middle-income countries2007139.120361328125141.340469360351560.79%
Upper-middle-income countries1996170.6650390625168.041473388671880.77%
High-income countries1991-669.826171875-680.19641113281250.77%
Upper-middle-income countries2016-1528.861328125-1506.15246582031250.75%
Upper-middle-income countries20222591.105468752626.9064941406250.69%
Upper-middle-income countries2000459.5732421875465.62692260742190.65%
Upper-middle-income countries2024647.69140625656.06823730468750.64%
High-income countries2014279.4638671875275.971374511718750.63%
Lower-middle-income countries2021229.2802734375226.467376708984380.62%
High-income countries1984368.3916015625363.96170043945310.60%
Upper-middle-income countries2012473.046875478.73086547851560.60%
High-income countries2019-416.724609375-421.69760131835940.59%
High-income countries1992-261.396484375-258.60647583007810.54%
Upper-middle-income countries199367.661132812566.980285644531250.51%
High-income countries2018231.7216796875229.528472900390620.48%
Upper-middle-income countries20101703.7246093751719.6032714843750.46%
Upper-middle-income countries20211057.839843751067.54785156250.46%
Upper-middle-income countries1986242.607421875240.425445556640620.45%
Upper-middle-income countries2013707.185546875700.94201660156250.44%
High-income countries2024-411.45703125-415.01907348632810.43%
High-income countries2009-769.7041015625-776.36242675781250.43%
~ fossil_fuels.oil_consumption_twh 🟡 median anomaly score 1.0%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_consumption_twh
High-income countries196513711.5302734375
High-income countries196614775.38671875
High-income countries196715823.7744140625
High-income countries196817179.5859375
High-income countries196918739.97265625
High-income countries197020423.3515625
High-income countries197121353.548828125
High-income countries197222981.076171875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965396.87933349609375
Lower-middle-income countries1966424.22503662109375
Lower-middle-income countries1967422.715087890625
Lower-middle-income countries1968465.3634338378906
Lower-middle-income countries1969480.81976318359375
Lower-middle-income countries1970502.0697326660156
Lower-middle-income countries1971528.2538452148438
Lower-middle-income countries1972563.817626953125
Upper-middle-income countries19653302.17578125
Upper-middle-income countries19663598.99560546875
Upper-middle-income countries19673868.681396484375
Upper-middle-income countries19684170.93994140625
Upper-middle-income countries19694493.947265625
Upper-middle-income countries19704957.58203125
Upper-middle-income countries19715370.70947265625
Upper-middle-income countries19725876.22998046875
~ Changed values: 536 / 19,186 (2.79%) (496 revised, 16 appeared, 24 disappeared) — showing the 100 most anomalous rows
countryyearoil_consumption_twh -oil_consumption_twh +anomaly score
Lower-middle-income countries1980909.45227050781251263.54858398437516%
Lower-middle-income countries1981980.30889892578121350.738891601562516%
Lower-middle-income countries19821027.61120605468751402.80102539062515%
Lower-middle-income countries19831068.6843261718751439.726196289062515%
Lower-middle-income countries19841112.799316406251490.034545898437514%
Lower-middle-income countries20213735.7233886718754985.3657226562514%
Lower-middle-income countries20203551.2917480468754728.36523437514%
Lower-middle-income countries19921632.8063964843752172.04223632812514%
Lower-middle-income countries19931601.6262207031252128.80688476562514%
Lower-middle-income countries19961867.1579589843752457.82006835937514%
Lower-middle-income countries20194000.395019531255265.3608398437514%
Lower-middle-income countries20224072.8957519531255356.8256835937514%
Lower-middle-income countries20183969.3112792968755208.352539062514%
Lower-middle-income countries20234171.19628906255472.2851562513%
Lower-middle-income countries20244258.95214843755584.3632812513%
Lower-middle-income countries20143575.3469238281254687.312513%
Lower-middle-income countries19971989.9255371093752608.09594726562513%
Lower-middle-income countries19941708.08435058593752233.42895507812513%
Lower-middle-income countries19951826.4372558593752384.6567382812513%
Lower-middle-income countries20153736.47949218754868.6635742187513%
Lower-middle-income countries19982073.7980957031252699.90209960937513%
Lower-middle-income countries19851291.552246093751680.709350585937513%
Lower-middle-income countries20052517.02246093753273.92309570312513%
Lower-middle-income countries20173998.45410156255193.518554687513%
Lower-middle-income countries20032340.868652343753038.4692382812513%
Lower-middle-income countries20042463.1621093753196.3051757812513%
Lower-middle-income countries20163964.1110839843755135.6210937513%
Lower-middle-income countries20012321.8273925781253004.456054687513%
Lower-middle-income countries20022370.4846191406253062.7836914062513%
Lower-middle-income countries20133524.6750488281254552.6499023437513%
Lower-middle-income countries19992223.3908691406252869.21118164062513%
Lower-middle-income countries19861339.437988281251725.9916992187513%
Lower-middle-income countries19911554.0134277343752000.74389648437513%
Lower-middle-income countries19871369.35632324218751760.899780273437513%
Lower-middle-income countries19881447.98913574218751861.172973632812512%
Lower-middle-income countries19891520.08410644531251948.542358398437512%
Lower-middle-income countries19901560.334472656251997.17602539062512%
Lower-middle-income countries20002298.537597656252919.86914062512%
Lower-middle-income countries20123465.288574218754372.7524414062512%
Lower-middle-income countries20103174.8918457031253998.426757812511%
Lower-middle-income countries20062644.0832519531253325.545898437511%
Lower-middle-income countries20113301.585449218754149.291992187511%
Lower-middle-income countries20082965.3190917968753716.06127929687511%
Lower-middle-income countries20093105.8850097656253875.8051757812511%
Lower-middle-income countries20072809.3815917968753498.66601562511%
South America20163444.6530761718752894.89160156258.7%
South America20183246.5476074218752731.692871093758.6%
South America20173347.9621582031252838.2287597656258.2%
South America20103189.400878906252731.619628906257.7%
South America20153480.07031252984.06152343757.7%
South America20243324.1540527343752861.4772949218757.5%
South America20083029.0236816406252614.74511718757.3%
South America20213075.871582031252661.6032714843757.2%
South America20193147.41503906252728.9218757.1%
South America20062686.180175781252330.5593261718757.1%
South America20042511.644042968752180.9831542968757.0%
South America20093010.050292968752616.595214843757.0%
South America20052574.13378906252244.66503906256.8%
Albania202314.099795341491712.2956504821777346.8%
South America20123453.2473144531253015.055175781256.8%
South America20143570.84082031253122.4533691406256.7%
South America20032350.0134277343752058.697753906256.6%
South America20113256.0959472656252858.6975097656256.5%
South America20223234.09667968752844.08886718756.4%
Albania202414.35463047027587912.6416587829589846.3%
South America20072821.79199218752486.8732910156256.3%
South America20202699.85644531252380.55957031256.3%
Paraguay202431.16239738464355527.5362300872802736.2%
South America20233281.0070800781252906.8806152343756.0%
South America19901757.105957031251556.76525878906256.0%
South America20133488.878417968753101.8557128906255.9%
South America20002417.803222656252151.41308593755.8%
Albania202215.32472133636474613.6803874969482425.7%
South America20012421.628906252167.2343755.5%
Albania202011.60137557983398410.4108066558837895.4%
South America20022380.4772949218752146.5644531255.2%
Paraguay202331.1331577301025428.0800895690917975.2%
South America19982317.7402343752098.520019531255.0%
Albania201915.28608322143554713.8884592056274414.8%
Paraguay202030.90303802490234428.1313991546630864.7%
Upper-middle-income countries19856048.261230468756643.714843754.7%
Paraguay202231.7330722808837928.9078006744384774.7%
South America19992331.6110839843752127.3347167968754.6%
Upper-middle-income countries19866208.038574218756791.41699218754.5%
South America19962108.8273925781251927.89831542968754.5%
Albania202114.5394315719604513.2970972061157234.5%
Upper-middle-income countries19886618.866699218757233.469238281254.4%
Upper-middle-income countries19876478.47656257076.28613281254.4%
Upper-middle-income countries19896782.771972656257406.234863281254.4%
Upper-middle-income countries19907164.2089843757797.749511718754.2%
South America19972228.0292968752048.6164550781254.2%
Paraguay202135.01248931884765632.206317901611334.2%
South America19931833.07287597656251689.73620605468754.1%
Paraguay201933.38040161132812530.8329887390136724.0%
Upper-middle-income countries19917290.1074218757874.978027343753.9%
Paraguay201732.6343116760253930.3484878540039063.6%
Albania201818.91224288940429717.6181468963623053.5%
Paraguay201834.4334259033203132.086120605468753.5%
Upper-middle-income countries19927351.75292968757878.218261718753.5%
Paraguay201321.08275985717773419.673942565917973.5%
~ fossil_fuels.oil_consumption_per_capita_kwh 🟡 median anomaly score 1.0%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_consumption_per_capita_kwh
High-income countries196514174.1845703125
High-income countries196615112.4892578125
High-income countries196716032.861328125
High-income countries196817244.466796875
High-income countries196918622.8984375
High-income countries197020097.818359375
High-income countries197120804.2265625
High-income countries197222167.419921875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965462.5617980957031
Lower-middle-income countries1966482.9461364746094
Lower-middle-income countries1967470.0013122558594
Lower-middle-income countries1968505.31201171875
Lower-middle-income countries1969509.9523620605469
Lower-middle-income countries1970519.9086303710938
Lower-middle-income countries1971534.5043334960938
Lower-middle-income countries1972557.3450927734375
Upper-middle-income countries19652435.167236328125
Upper-middle-income countries19662587.615234375
Upper-middle-income countries19672713.29150390625
Upper-middle-income countries19682852.0859375
Upper-middle-income countries19692995.272216796875
Upper-middle-income countries19703222.736572265625
Upper-middle-income countries19713407.728271484375
Upper-middle-income countries19723643.30322265625
~ Changed values: 536 / 19,186 (2.79%) (496 revised, 16 appeared, 24 disappeared) — showing the 100 most anomalous rows
countryyearoil_consumption_per_capita_kwh -oil_consumption_per_capita_kwh +anomaly score
Lower-middle-income countries1980736.85504150390621023.750427246093816%
Lower-middle-income countries1981773.6428222656251065.97973632812516%
Lower-middle-income countries1982790.25189208984381078.779663085937515%
Lower-middle-income countries1983801.06060791015621079.184936523437515%
Lower-middle-income countries1984813.20867919921881088.883666992187514%
Lower-middle-income countries20211335.48474121093751782.219726562514%
Lower-middle-income countries20201285.8708496093751712.071899414062514%
Lower-middle-income countries1992982.06677246093751306.39526367187514%
Lower-middle-income countries1993941.86584472656251251.88403320312514%
Lower-middle-income countries19961027.87207031251353.032104492187514%
Lower-middle-income countries20191468.14904785156251932.392700195312514%
Lower-middle-income countries20221437.8200683593751891.075073242187514%
Lower-middle-income countries20181476.64416503906251937.5864257812514%
Lower-middle-income countries20231453.42272949218751906.77758789062513%
Lower-middle-income countries20241464.79064941406251920.642211914062513%
Lower-middle-income countries20141410.19079589843751848.773071289062513%
Lower-middle-income countries19971072.29504394531251405.403442382812513%
Lower-middle-income countries1994982.36688232421881284.507202148437513%
Lower-middle-income countries19951027.5080566406251341.5483398437513%
Lower-middle-income countries20151451.5612792968751891.39624023437513%
Lower-middle-income countries19981094.19763183593751424.548706054687513%
Lower-middle-income countries1985920.22247314453121197.49438476562513%
Lower-middle-income countries20051157.800292968751505.96557617187513%
Lower-middle-income countries20171508.32189941406251959.131469726562513%
Lower-middle-income countries20031117.62048339843751450.68188476562513%
Lower-middle-income countries20041154.0192871093751497.50512695312513%
Lower-middle-income countries20161517.24963378906251965.64086914062513%
Lower-middle-income countries20011152.18737792968751490.9360351562513%
Lower-middle-income countries20021153.51501464843751490.398559570312513%
Lower-middle-income countries20131412.4396972656251824.37915039062513%
Lower-middle-income countries19991149.2229003906251483.03344726562513%
Lower-middle-income countries1986930.61126708984381199.1801757812513%
Lower-middle-income countries1991956.33435058593751231.25073242187513%
Lower-middle-income countries1987928.02447509765621193.376831054687513%
Lower-middle-income countries1988957.573730468751230.817504882812512%
Lower-middle-income countries1989981.25964355468751257.8422851562512%
Lower-middle-income countries1990983.21563720703121258.483276367187512%
Lower-middle-income countries20001164.01965332031251478.672729492187512%
Lower-middle-income countries20121411.5007324218751781.13403320312512%
Lower-middle-income countries20101337.5944824218751684.55297851562511%
Lower-middle-income countries20061194.6267089843751502.51928710937511%
Lower-middle-income countries20111367.417480468751718.512084960937511%
Lower-middle-income countries20081293.38293457031251620.83398437511%
Lower-middle-income countries20091331.4235839843751661.471069335937511%
Lower-middle-income countries20071246.9003906251552.8286132812511%
South America20168332.593757002.7246093758.7%
South America20187721.77832031256497.21777343758.6%
South America20178027.812988281256805.56347656258.2%
South America20108163.2753906256991.5839843757.7%
South America20158495.85156257284.9511718757.7%
South America20247631.009277343756568.8769531257.5%
South America20087908.161621093756826.564941406257.3%
South America20217181.055175781256213.88769531257.2%
South America20197431.06542968756443.000488281257.1%
South America20067164.57324218756216.062011718757.1%
South America20046855.44433593755952.91699218757.0%
South America20097779.8300781256762.898925781257.0%
South America20056944.049316406256055.266113281256.8%
Albania20235014.758300781254373.09277343756.8%
South America20128670.93847656257570.658691406256.8%
South America20148799.23925781257694.326660156256.7%
South America20036492.272949218755687.468756.6%
South America20118254.19042968757246.7871093756.5%
South America20227512.5449218756606.588378906256.4%
Albania20245141.792480468754528.210449218756.3%
South America20077444.66113281256561.05371093756.3%
South America20206334.5156255585.36816406256.3%
Paraguay20244497.288574218753973.968261718756.2%
South America20237576.959472656256712.9746093756.0%
South America19905943.405761718755265.753906256.0%
South America20138678.31542968757715.626464843755.9%
South America20006947.336425781256181.8886718755.8%
Albania20225419.66503906254838.138183593755.7%
South America20016863.7968756142.7480468755.5%
Albania20204039.546386718753624.9958496093755.4%
South America20026659.4511718756005.07324218755.2%
Paraguay20234548.871093754102.7871093755.2%
South America19986859.894042968756211.0605468755.0%
Albania20195298.448730468754814.0058593754.8%
Paraguay20204679.62597656254259.918457031254.7%
Upper-middle-income countries19852931.0139160156253219.57324218754.7%
Paraguay20224693.9218754276.01074218754.7%
South America19996796.917480468756201.428222656254.6%
Upper-middle-income countries19862953.2009277343753230.7175292968754.5%
South America19966440.063964843755887.53222656254.5%
Albania20215102.197753906254666.235839843754.5%
Upper-middle-income countries19883032.9904785156253314.62207031254.4%
Upper-middle-income countries19873024.1354980468753303.191406254.4%
Upper-middle-income countries19893052.777343753333.384277343754.4%
Upper-middle-income countries19903167.4531253447.555175781254.2%
South America19976697.96582031256158.609863281254.2%
Paraguay20215238.109863281254818.2871093754.2%
South America19935880.652832031255420.816894531254.1%
Paraguay20195123.5761718754732.5722656254.0%
Upper-middle-income countries19913171.2048339843753425.6242675781253.9%
Paraguay20175148.457519531254787.841308593753.6%
Albania20186534.4667968756087.33691406253.5%
Paraguay20185357.30175781254992.098144531253.5%
Upper-middle-income countries19923152.8454589843753378.623535156253.5%
Paraguay20133524.103027343753288.6113281253.5%
~ fossil_fuels.coal_net_imports_tonnes 🟢 median anomaly score 0.96%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_net_imports_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 27 / 19,186 (0.14%) (15 revised, 12 appeared)
countryyearcoal_net_imports_tonnes -coal_net_imports_tonnes +anomaly score
Upper-middle-income countries1981-50582100.0-48179096.02.4%
Upper-middle-income countries1982-42518372.0-40594376.02.3%
Upper-middle-income countries1983-41916512.0-40085508.02.2%
Upper-middle-income countries1984-47859984.0-45793988.02.2%
Upper-middle-income countries1980-49655840.0-47517844.02.2%
Upper-middle-income countries1985-63518348.0-61475348.01.6%
Upper-middle-income countries1986-66757840.0-64890836.01.4%
Upper-middle-income countries1987-72882816.0-71493816.00.96%
Upper-middle-income countries1989-82717424.0-81296432.00.87%
Upper-middle-income countries1992-106367192.0-105048200.00.62%
Europe1992132427488.0133746480.00.50%
Upper-middle-income countries1991-94252080.0-94975088.00.38%
Upper-middle-income countries1990-86984360.0-87644360.00.38%
Upper-middle-income countries1988-81886712.0-81334712.00.34%
High-income countries20133864868.253864919.00.00%
Europe1980NaN59248272.0appeared
Europe1981NaN56807036.0appeared
Europe1982NaN61591748.0appeared
Europe1983NaN50097784.0appeared
Europe1984NaN63459924.0appeared
Europe1985NaN77864648.0appeared
Europe1986NaN71496880.0appeared
Europe1987NaN70549840.0appeared
Europe1988NaN64981176.0appeared
Europe1989NaN81234888.0appeared
Europe1990NaN89836520.0appeared
Europe1991NaN114000504.0appeared
~ fossil_fuels.gas_production_twh 🟢 median anomaly score 0.96%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_production_twh
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries19707256.23779296875
High-income countries19717711.10205078125
High-income countries19728045.70361328125
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries19750.0
Low-income countries19760.3140000104904175
Low-income countries19770.34950000047683716
Low-income countries19780.3370000123977661
Low-income countries19790.3474999964237213
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970123.37838745117188
Lower-middle-income countries1971123.79426574707031
Lower-middle-income countries1972136.85888671875
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries19702172.393310546875
Upper-middle-income countries19712382.926513671875
Upper-middle-income countries19722536.580322265625
~ Changed values: 261 / 19,186 (1.36%) (176 revised, 85 disappeared) — showing the 100 most anomalous rows
countryyeargas_production_twh -gas_production_twh +anomaly score
Low-income countries19810.4720000028610229524.71278762817382896%
Low-income countries19820.492500007152557425.3469791412353596%
Low-income countries19830.747500002384185826.8293590545654395%
Low-income countries19851.533.7187690734863391%
Low-income countries19841.262499928474426327.344360351562591%
Low-income countries19863.792749881744384836.0115203857421981%
Low-income countries19873.734249830245971734.1119461059570380%
Low-income countries202435.155250549316406176.0831909179687567%
Low-income countries19888.83350086212158241.3591117858886765%
Low-income countries201446.182498931884766216.1808166503906265%
Low-income countries201349.95249938964844227.6265563964843864%
Low-income countries202335.155250549316406159.0989837646484464%
Low-income countries202025.82450103759765688.9554595947265655%
Low-income countries201540.52750015258789137.6835021972656255%
Low-income countries201260.7912483215332200.4292907714843853%
Low-income countries201832.704750061035156105.2695236206054753%
Low-income countries198914.45924949645996146.3711700439453152%
Low-income countries201930.442749023437595.2991333007812552%
Low-income countries201635.34375109.0022125244140651%
Low-income countries201174.17475128173828225.0929565429687550%
Low-income countries199015.9217500686645547.83443450927734450%
Low-income countries201737.51150131225586111.6236038208007850%
Low-income countries202234.401248931884766100.061134338378949%
Low-income countries202139.67925262451172102.448097229003944%
Low-income countries201084.2594985961914191.519165039062539%
Low-income countries200961.356746673583984101.1739959716796924%
Low-income countries200855.6074981689453189.8640060424804724%
Low-income countries200756.5500030517578185.5911407470703120%
Low-income countries200658.90624618530273487.0804824829101619%
Low-income countries200557.4925003051757881.657325744628917%
Low-income countries200459.3775024414062572.164268493652349.7%
Low-income countries199118.583501815795921.958801269531258.3%
Low-income countries199319.02499961853027322.27587318420417.9%
Low-income countries199219.2219982147216822.4728717803955087.8%
Low-income countries199420.6229991912841823.872491836547857.3%
Lower-middle-income countries20202868.3776855468753271.417480468756.6%
Lower-middle-income countries20242677.4187011718753011.2792968755.9%
Lower-middle-income countries20213163.527832031253548.3063964843755.7%
Lower-middle-income countries20223009.5905761718753372.585449218755.7%
Lower-middle-income countries20232826.912597656253165.2968755.6%
Lower-middle-income countries20193157.1281738281253522.9670410156255.5%
Lower-middle-income countries20183193.093261718753530.230468755.0%
Lower-middle-income countries20173135.5895996093753458.7092285156254.9%
Lower-middle-income countries20162981.4304199218753275.139160156254.7%
Lower-middle-income countries20153062.5017089843753345.2683105468754.4%
Low-income countries199627.7094993591308630.201835632324224.3%
Low-income countries199526.0055007934570328.1718292236328124.0%
Lower-middle-income countries20142943.2390136718753140.9831542968753.3%
Low-income countries199953.7224998474121156.865009307861332.8%
Low-income countries200053.7224998474121156.865009307861332.8%
Low-income countries199742.9780006408691445.47033691406252.8%
Low-income countries199854.1937522888183657.336261749267582.8%
Lower-middle-income countries20132938.73535156253088.916503906252.5%
Lower-middle-income countries20082903.34472656253045.1975097656252.4%
High-income countries199816159.9648437516913.6933593752.3%
Lower-middle-income countries20092865.830566406252997.6423339843752.2%
Lower-middle-income countries20103054.762207031253191.3879394531252.2%
Upper-middle-income countries20107424.79980468757749.8535156252.1%
Lower-middle-income countries20123107.627441406253239.217285156252.1%
Lower-middle-income countries20113078.878417968753207.7756347656252.1%
Lower-middle-income countries20072881.027343752998.809082031252.0%
Lower-middle-income countries20062717.7473144531252825.3806152343751.9%
Lower-middle-income countries19991544.40100097656251598.19006347656251.7%
High-income countries19837623.588378906257878.886718751.6%
Lower-middle-income countries19981553.846191406251605.00207519531251.6%
High-income countries19848195.65917968758462.52246093751.6%
High-income countries19828062.480468758316.58593751.6%
Lower-middle-income countries20001721.74768066406251774.05383300781251.5%
Lower-middle-income countries20011897.79504394531251954.94372558593751.5%
Upper-middle-income countries20117910.0136718758146.878417968751.5%
Lower-middle-income countries19971443.999511718751487.0378417968751.5%
High-income countries19818494.5449218758745.61621093751.5%
Lower-middle-income countries1982373.8546142578125384.54794311523441.4%
Lower-middle-income countries1984419.7467346191406431.50204467773441.4%
Lower-middle-income countries20021995.46972656252051.2204589843751.4%
Lower-middle-income countries1983385.0882263183594395.76284790039061.4%
Lower-middle-income countries1981342.14599609375351.08358764648441.3%
Lower-middle-income countries20032130.38378906252185.96093751.3%
Lower-middle-income countries20052469.409667968752531.7561035156251.2%
Lower-middle-income countries20042305.8596191406252363.658691406251.2%
High-income countries198512342.022460937512612.9667968751.1%
Low-income countries200155.0419998168945356.2339859008789061.1%
Lower-middle-income countries19921100.42089843751123.9440917968751.1%
Lower-middle-income countries19961409.71057128906251439.2995605468751.0%
Upper-middle-income countries20097198.624511718757340.910644531250.98%
Low-income countries200260.88549804687562.0774841308593750.97%
High-income countries198612626.15039062512872.3066406250.97%
Upper-middle-income countries20087293.7031257435.834472656250.96%
Lower-middle-income countries19931187.9843751210.77966308593750.95%
High-income countries198713305.397460937513551.47656250.92%
Upper-middle-income countries20138472.0839843758627.66699218750.91%
Upper-middle-income countries20179572.6308593759745.42871093750.89%
High-income countries198914403.3437514663.093750.89%
High-income countries199315385.038085937515661.2597656250.89%
High-income countries199215252.6367187515525.7988281250.89%
Upper-middle-income countries20128345.03222656258490.35644531250.86%
High-income countries199014920.317382812515178.9824218750.86%
Upper-middle-income countries20189802.03808593759971.93261718750.86%
Lower-middle-income countries19951329.90917968751352.80578613281250.85%
High-income countries199515807.82812516079.5488281250.85%
~ fossil_fuels.gas_production_per_capita_kwh 🟢 median anomaly score 0.96%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_production_per_capita_kwh
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries19707140.5791015625
High-income countries19717512.7333984375
High-income countries19727760.84130859375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries19750.0
Low-income countries19761.5522270202636719
Low-income countries19771.6849656105041504
Low-income countries19781.5814067125320435
Low-income countries19791.5863581895828247
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970127.76211547851562
Lower-middle-income countries1971125.25904083251953
Lower-middle-income countries1972135.2877655029297
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries19701412.1907958984375
Upper-middle-income countries19711511.97265625
Upper-middle-income countries19721572.6973876953125
~ Changed values: 261 / 19,186 (1.36%) (176 revised, 85 disappeared) — showing the 100 most anomalous rows
countryyeargas_production_per_capita_kwh -gas_production_per_capita_kwh +anomaly score
Low-income countries19812.067258358001709108.2366867065429796%
Low-income countries19822.1062686443328857108.4011154174804796%
Low-income countries19833.1124565601348877111.7126617431640695%
Low-income countries19855.922337532043457133.1292877197265691%
Low-income countries19845.1184163093566895110.8592605590820391%
Low-income countries198614.59118938446045138.5408782958984481%
Low-income countries198713.992155075073242127.8167343139648480%
Low-income countries202447.05229568481445235.6723022460937567%
Low-income countries198832.234615325927734150.924880981445365%
Low-income countries201481.00572967529297379.188751220703165%
Low-income countries201389.80364990234375409.2227172851562564%
Low-income countries202348.345821380615234218.7943725585937564%
Low-income countries202038.492835998535156132.5929870605468855%
Low-income countries201569.33558654785156235.5527954101562555%
Low-income countries2012112.08838653564453369.556427001953153%
Low-income countries201851.59067916870117166.059249877929753%
Low-income countries198951.36189270019531164.718872070312552%
Low-income countries201946.67305374145508146.1070861816406252%
Low-income countries201658.90534210205078181.667556762695351%
Low-income countries2011140.51113891601562426.399383544921950%
Low-income countries199055.102176666259766165.5459594726562550%
Low-income countries201760.845916748046875181.0602111816406250%
Low-income countries202248.60470962524414141.3739929199218849%
Low-income countries202157.56148147583008148.618331909179744%
Low-income countries2010164.14564514160156373.0978393554687539%
Low-income countries2009122.95122528076172202.7400054931640624%
Low-income countries2008114.64573669433594185.2722320556640624%
Low-income countries2007119.97116088867188181.582107543945320%
Low-income countries2006128.69102478027344190.242599487304719%
Low-income countries2005129.39694213867188183.784133911132817%
Low-income countries2004137.5477752685547167.16828918457039.7%
Low-income countries199162.6683197021484474.050689697265628.3%
Low-income countries199360.3221778869628970.629653930664067.9%
Low-income countries199262.93271636962890673.576057434082037.8%
Low-income countries199463.4754562377929773.477058410644537.3%
Lower-middle-income countries20201038.597656251184.5324707031256.6%
Lower-middle-income countries2024920.85040283203121035.675781255.9%
Lower-middle-income countries20211130.9304199218751268.48498535156255.7%
Lower-middle-income countries20221062.4504394531251190.5954589843755.7%
Lower-middle-income countries2023985.01690673828121102.92443847656255.6%
Lower-middle-income countries20191158.6691894531251292.93249511718755.5%
Lower-middle-income countries20181187.87927246093751313.29943847656255.0%
Lower-middle-income countries20171182.826660156251304.71594238281254.9%
Lower-middle-income countries20161141.1320800781251253.5480957031254.7%
Lower-middle-income countries20151189.731933593751299.58215332031254.4%
Low-income countries199680.4988403320312587.739326477050784.3%
Low-income countries199577.7919006347656284.272178649902344.0%
Lower-middle-income countries20141160.87438964843751238.86877441406253.3%
Low-income countries2000139.560791015625147.72444152832032.8%
Low-income countries1999143.37457275390625151.76130676269532.8%
Low-income countries1997121.37366485595703128.412246704101562.8%
Low-income countries1998148.7935791015625157.421600341796882.8%
Lower-middle-income countries20131177.636718751237.8186035156252.5%
Lower-middle-income countries20081266.35156251328.22351074218752.4%
High-income countries199813009.385742187513616.16699218752.3%
Lower-middle-income countries20091228.5175781251285.02233886718752.2%
Lower-middle-income countries20101286.98339843751344.544433593752.2%
Upper-middle-income countries20102650.8430175781252766.89550781252.1%
Lower-middle-income countries20121265.8161621093751319.41613769531252.1%
Lower-middle-income countries20111275.17883300781251328.5642089843752.1%
Lower-middle-income countries20071278.69934082031251330.9748535156252.0%
Lower-middle-income countries20061227.90905761718751276.53894042968751.9%
Lower-middle-income countries1999798.2676391601562826.0700683593751.7%
High-income countries19836739.677246093756965.375488281251.6%
Lower-middle-income countries1998819.85546875846.84686279296881.6%
High-income countries19847195.83886718757430.1464843751.6%
High-income countries19827178.245605468757404.481933593751.6%
Lower-middle-income countries2000871.9231567382812898.41192626953121.5%
Lower-middle-income countries2001941.7648315429688970.12438964843751.5%
Upper-middle-income countries20112798.4902343752882.2907714843751.5%
Lower-middle-income countries1997778.1162719726562801.30798339843751.5%
High-income countries19817617.746582031257842.902343751.5%
Lower-middle-income countries1982287.5010681152344295.724426269531251.4%
Lower-middle-income countries1984306.741455078125315.331970214843751.4%
Lower-middle-income countries2002971.02685546875998.15612792968751.4%
Lower-middle-income countries1983288.653076171875296.65451049804691.4%
Lower-middle-income countries1981270.01568603515625277.06906127929691.3%
Lower-middle-income countries20031017.12701416015621043.66174316406251.3%
Lower-middle-income countries20051135.89904785156251164.577636718751.2%
Lower-middle-income countries20041080.32128906251107.400878906251.2%
High-income countries198510763.22460937510999.5097656251.1%
Low-income countries2001139.17771911621094142.191741943359381.1%
Lower-middle-income countries1992661.8585205078125676.00677490234381.1%
Lower-middle-income countries1996776.046875792.33563232421881.0%
Upper-middle-income countries20092594.1511230468752645.426269531250.98%
Low-income countries2002149.50115966796875152.42802429199220.97%
High-income countries198610934.235351562511147.406250.97%
Upper-middle-income countries20082653.0607910156252704.7604980468750.96%
Lower-middle-income countries1993698.6160888671875712.02130126953120.95%
High-income countries198711440.043945312511651.62402343750.92%
Upper-middle-income countries20132939.8771972656252993.8659667968750.91%
Upper-middle-income countries20173204.82714843753262.678222656250.89%
High-income countries198912207.305664062512427.45214843750.89%
High-income countries199312707.25195312512935.3964843750.89%
High-income countries199212668.68945312512895.5761718750.89%
Upper-middle-income countries20122924.4758300781252975.403808593750.86%
High-income countries199012559.653320312512777.3925781250.86%
Upper-middle-income countries20183255.923339843753312.3566894531250.86%
Lower-middle-income countries1995748.1737060546875761.05474853515620.85%
High-income countries199512909.157226562513131.0527343750.85%
~ fossil_fuels.coal_consumption_twh 🟢 median anomaly score 0.92%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_consumption_twh
High-income countries196510283.5380859375
High-income countries196610236.6962890625
High-income countries196710060.3583984375
High-income countries196810289.888671875
High-income countries196910424.375
High-income countries197010276.7744140625
High-income countries19719748.212890625
High-income countries19729670.2138671875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965436.478271484375
Lower-middle-income countries1966432.6243591308594
Lower-middle-income countries1967440.6784973144531
Lower-middle-income countries1968456.41448974609375
Lower-middle-income countries1969482.4171447753906
Lower-middle-income countries1970456.227783203125
Lower-middle-income countries1971461.7674865722656
Lower-middle-income countries1972485.32098388671875
Upper-middle-income countries19655196.25341796875
Upper-middle-income countries19665418.4736328125
Upper-middle-income countries19675325.466796875
Upper-middle-income countries19685300.46875
Upper-middle-income countries19695643.625
Upper-middle-income countries19706034.912109375
Upper-middle-income countries19716423.3740234375
Upper-middle-income countries19726657.392578125
~ Changed values: 349 / 19,186 (1.82%) (181 revised, 144 appeared, 24 disappeared) — showing the 100 most anomalous rows
countryyearcoal_consumption_twh -coal_consumption_twh +anomaly score
Cyprus19840.105493672192096710.0100%
South America2008245.4502716064453292.82363891601568.8%
Lower-middle-income countries19921501.20251464843751710.8239746093756.5%
South America2021383.6597900390625338.95364379882816.2%
Lower-middle-income countries19931553.7050781251756.98474121093756.1%
Lower-middle-income countries19951698.54675292968751907.05480957031255.8%
South America2020335.95819091796875299.86218261718755.7%
Lower-middle-income countries19961751.86230468751959.45397949218755.6%
Lower-middle-income countries19971826.04626464843752041.14904785156255.6%
Lower-middle-income countries19981886.049316406252107.9160156255.6%
Lower-middle-income countries19941604.06701660156251788.761718755.4%
South America1990200.29153442382812179.87614440917975.4%
South America2007246.01287841796875272.518249511718755.1%
South America1998214.77479553222656237.445419311523445.0%
South America2006231.049560546875255.377304077148445.0%
South America2004211.97860717773438234.224304199218755.0%
Lower-middle-income countries20001992.466308593752191.0761718754.7%
Lower-middle-income countries19991866.4841308593752048.5163574218754.6%
South America2019370.7428894042969337.876403808593754.6%
Lower-middle-income countries20022103.5354003906252306.643066406254.6%
Lower-middle-income countries20012013.8835449218752206.240722656254.6%
Lower-middle-income countries20032197.6921386718752406.68847656254.5%
Lower-middle-income countries20042345.287597656252556.0236816406254.3%
South America2018376.7632751464844346.33651733398444.2%
South America2003206.3293914794922222.673400878906253.8%
Lower-middle-income countries20052567.229980468752761.5100097656253.6%
South America1997226.0904541015625242.62980651855473.5%
Upper-middle-income countries19857361.1582031257865.5292968753.3%
South America1989201.04298400878906214.541854858398443.2%
South America2017380.21484375356.39108276367193.2%
South America1994202.34242248535156215.739608764648443.2%
Upper-middle-income countries19867630.260253906258134.167968753.2%
South America2009230.1897430419922245.315887451171883.2%
South America2024302.6466064453125284.57394409179693.1%
South America2000222.36691284179688236.409851074218753.1%
Upper-middle-income countries19878121.121093758631.51855468753.0%
Upper-middle-income countries19888536.2871093759057.253906253.0%
Upper-middle-income countries19898699.1738281259222.3417968752.9%
Upper-middle-income countries19908905.9902343759433.56347656252.9%
South America1999222.5599822998047234.50663757324222.6%
Upper-middle-income countries19919119.3964843759602.92871093752.6%
South America2002202.2979278564453212.983886718752.6%
South America1988188.47470092773438198.197494506835942.5%
Upper-middle-income countries19849346.41406259817.13769531252.5%
South America2010287.69586181640625301.76651000976562.4%
Upper-middle-income countries19838950.13769531259383.3730468752.4%
Upper-middle-income countries19828639.550781259040.46972656252.3%
Upper-middle-income countries19818279.722656258659.949218752.2%
South America1987191.67681884765625199.664703369140622.0%
South America2022317.2175598144531304.55514526367192.0%
Lower-middle-income countries1980682.0484008789062709.32897949218752.0%
Lower-middle-income countries19871073.50939941406251115.98181152343751.9%
Upper-middle-income countries19808231.3281258539.886718751.8%
South America1993195.17234802246094202.43074035644531.8%
South America2012325.0032653808594336.93685913085941.8%
Lower-middle-income countries19881149.88183593751191.15808105468751.8%
South America1996217.7760772705078225.473770141601561.7%
Lower-middle-income countries20195301.968755487.939941406251.7%
Lower-middle-income countries20246726.018066406256960.75878906251.7%
South America1995211.79052734375219.18005371093751.7%
South America2023287.27923583984375277.611389160156251.7%
Lower-middle-income countries1986980.62506103515621014.5334472656251.7%
Lower-middle-income countries20205043.128417968755217.488769531251.7%
Lower-middle-income countries1982761.27099609375787.22912597656251.7%
Lower-middle-income countries20185252.88183593755429.834472656251.7%
Lower-middle-income countries19891253.92614746093751295.87597656251.6%
Lower-middle-income countries1981767.88720703125793.35137939453121.6%
South America1983131.46990966796875135.772796630859381.6%
Lower-middle-income countries1985909.0989379882812938.81262207031251.6%
Lower-middle-income countries20225900.488769531256091.886718751.6%
Lower-middle-income countries20174940.117675781255099.264160156251.6%
Lower-middle-income countries19901351.540527343751393.97009277343751.5%
Lower-middle-income countries20215698.01464843755876.462402343751.5%
Lower-middle-income countries1983808.3320922851562833.47039794921881.5%
South America1984152.03684997558594156.729263305664061.5%
Lower-middle-income countries1984847.880126953125873.97564697265621.5%
Lower-middle-income countries20236489.3183593756686.977050781251.5%
South America2001215.97134399414062222.495574951171881.5%
Lower-middle-income countries19911425.1359863281251468.1750488281251.5%
Lower-middle-income countries20164767.531738281254908.867675781251.5%
South America1980121.02152252197266124.289596557617191.3%
South America1991195.05459594726562190.328826904296881.2%
Lower-middle-income countries20154666.768066406254776.2207031251.2%
South America2013357.9169006347656365.9592285156251.1%
South America2011311.6440124511719318.62106323242191.1%
South America1985175.98939514160156179.825378417968751.1%
South America2014375.798095703125383.01730346679690.95%
Lower-middle-income countries20144547.939941406254634.7246093750.95%
South America1986185.80426025390625182.379974365234380.93%
South America2016365.94439697265625359.22595214843750.93%
Lower-middle-income countries20123915.0607910156253987.3708496093750.92%
Lower-middle-income countries20134147.234863281254223.0800781250.91%
Lower-middle-income countries20113603.292968753665.077636718750.85%
Lower-middle-income countries20072913.91406252963.54589843750.84%
Lower-middle-income countries20062675.414550781252720.16406250.83%
Lower-middle-income countries20103469.1408691406253526.6325683593750.82%
Lower-middle-income countries20083155.994628906253207.8027343750.81%
South America1982121.1521224975586123.05385589599610.78%
Lower-middle-income countries20093399.4316406253452.2009277343750.77%
South America1992198.30502319335938200.2380371093750.49%
~ fossil_fuels.coal_consumption_per_capita_kwh 🟢 median anomaly score 0.92%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_consumption_per_capita_kwh
High-income countries196510630.525390625
High-income countries196610470.248046875
High-income countries196710193.291015625
High-income countries196810328.75
High-income countries196910359.2509765625
High-income countries197010112.970703125
High-income countries19719497.439453125
High-income countries19729327.8349609375
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965508.7142333984375
Lower-middle-income countries1966492.5080871582031
Lower-middle-income countries1967489.9741516113281
Lower-middle-income countries1968495.5948486328125
Lower-middle-income countries1969511.64654541015625
Lower-middle-income countries1970472.4378967285156
Lower-middle-income countries1971467.2312927246094
Lower-middle-income countries1972479.74957275390625
Upper-middle-income countries19653831.94189453125
Upper-middle-income countries19663895.7880859375
Upper-middle-income countries19673735.0048828125
Upper-middle-income countries19683624.456787109375
Upper-middle-income countries19693761.546875
Upper-middle-income countries19703923.068115234375
Upper-middle-income countries19714075.646484375
Upper-middle-income countries19724127.62939453125
~ Changed values: 349 / 19,186 (1.82%) (181 revised, 144 appeared, 24 disappeared) — showing the 100 most anomalous rows
countryyearcoal_consumption_per_capita_kwh -coal_consumption_per_capita_kwh +anomaly score
Cyprus1984146.652404785156250.0100%
South America2008640.8204956054688764.5026855468758.8%
Lower-middle-income countries1992902.9123535156251028.99108886718756.5%
South America2021895.707763671875791.33502197265626.2%
Lower-middle-income countries1993913.68493652343751033.2272949218756.1%
Lower-middle-income countries1995955.55999755859381072.86145019531255.8%
South America2020788.2391357421875703.54913330078125.7%
Lower-middle-income countries1996964.40167236328121078.681152343755.6%
Lower-middle-income countries1997983.98669433593751099.89733886718755.6%
Lower-middle-income countries1998995.13574218751112.199218755.6%
Lower-middle-income countries1994922.54357910156251028.76660156255.4%
South America1990677.4855346679688608.43054199218755.4%
South America2007649.0494384765625718.97790527343755.1%
South America1998635.6762084960938702.77526855468755.0%
South America2006616.2548217773438681.14172363281255.0%
South America2004578.5881958007812639.30706787109385.0%
Lower-middle-income countries20001009.0197753906251109.59924316406254.7%
Lower-middle-income countries1999964.74548339843751058.8339843754.6%
South America2019875.3261108398438797.72814941406254.6%
Lower-middle-income countries20021023.61334228515621122.448730468754.6%
Lower-middle-income countries2001999.3728027343751094.8283691406254.6%
Lower-middle-income countries20031049.26257324218751149.045410156254.5%
Lower-middle-income countries20041098.79382324218751197.52600097656254.3%
South America2018896.1157836914062823.74700927734384.2%
South America2003570.0166625976562615.16949462890623.8%
Lower-middle-income countries20051180.89514160156251270.261718753.6%
South America1997679.6796264648438729.40075683593753.5%
Upper-middle-income countries19853567.249511718753811.6699218753.3%
South America1989692.8750610351562739.39758300781253.2%
South America2017911.68701171875854.56188964843753.2%
South America1994638.3370971679688680.60168457031253.2%
Upper-middle-income countries19863629.760253906253869.472167968753.2%
South America2009594.9525146484375634.04785156253.2%
South America2024694.762939453125653.274902343753.1%
South America2000638.9509887695312679.30206298828123.1%
Upper-middle-income countries19873790.917480468754029.1696777343753.0%
Upper-middle-income countries19883911.6179199218754150.342285156253.0%
Upper-middle-income countries19893915.3078613281254150.77441406252.9%
Upper-middle-income countries19903937.532714843754170.78417968752.9%
South America1999648.7882080078125683.61413574218752.6%
Upper-middle-income countries19913966.9475097656254177.284667968752.6%
South America2002565.9340209960938595.82830810546882.6%
South America1988662.0964965820312696.25189208984382.5%
Upper-middle-income countries19844612.5605468754844.86816406252.5%
South America2010736.35791015625772.37176513671882.4%
Upper-middle-income countries19834497.2832031254714.976074218752.4%
Upper-middle-income countries19824422.457031254627.6816406252.3%
Upper-middle-income countries19814320.17871093754518.572753906252.2%
South America1987686.620849609375715.234863281252.0%
South America2022736.8707275390625707.45697021484382.0%
Lower-middle-income countries1980552.6082153320312574.71148681640622.0%
Lower-middle-income countries1987727.5264892578125756.31036376953121.9%
Upper-middle-income countries19804375.72753906254539.7558593751.8%
South America1993626.12939453125649.41497802734381.8%
South America2012816.067626953125846.03228759765621.8%
Lower-middle-income countries1988760.4315795898438787.72808837890621.8%
South America1996665.0576782226562688.56536865234381.7%
Lower-middle-income countries20191945.8278808593752014.079589843751.7%
Lower-middle-income countries20242313.29394531252394.028808593751.7%
South America1995657.2451782226562680.17694091796881.7%
South America2023663.4253540039062641.09899902343751.7%
Lower-middle-income countries1986681.316162109375704.87493896484381.7%
Lower-middle-income countries20201826.04309082031251889.1765136718751.7%
Lower-middle-income countries1982585.4313354492188605.39361572265621.7%
Lower-middle-income countries20181954.15197753906252019.98107910156251.7%
Lower-middle-income countries1989809.4467163085938836.52655029296881.6%
Lower-middle-income countries1981606.0032958984375626.09918212890621.6%
South America1983511.5685119628906528.31164550781251.6%
Lower-middle-income countries1985647.7269897460938668.89782714843751.6%
Lower-middle-income countries20222083.02150.5676269531251.6%
Lower-middle-income countries20171863.54211425781251923.5764160156251.6%
Lower-middle-income countries1990851.6480102539062878.38421630859381.5%
Lower-middle-income countries20212036.98474121093752100.7780761718751.5%
Lower-middle-income countries1983605.9066772460938624.74981689453121.5%
South America1984579.038330078125596.90954589843751.5%
Lower-middle-income countries1984619.6116943359375638.68170166015621.5%
Lower-middle-income countries20232261.15527343752330.0280761718751.5%
South America2001612.14306640625630.63519287109381.5%
Lower-middle-income countries1991877.0236206054688903.50970458984381.5%
Lower-middle-income countries20161824.7561035156251878.85192871093751.5%
South America1980502.9995422363281516.58258056640621.3%
South America1991647.9448852539062632.24652099609381.2%
Lower-middle-income countries20151812.96325683593751855.48376464843751.2%
South America2013890.2905883789062910.29528808593751.1%
South America2011790.016357421875807.70318603515621.1%
South America1985656.364990234375670.67156982421881.1%
South America2014926.0388793945312943.82843017578120.95%
Lower-middle-income countries20141793.80163574218751828.031250.95%
South America1986678.9757690429688666.46258544921880.93%
South America2016885.2172241210938868.965332031250.93%
Lower-middle-income countries20121594.70446777343751624.1582031250.92%
Lower-middle-income countries20131661.91760253906251692.31091308593750.91%
Lower-middle-income countries20111492.37561035156251517.96496582031250.85%
Lower-middle-income countries20071293.29553222656251315.3239746093750.84%
Lower-middle-income countries20061208.78259277343751229.00097656250.83%
Lower-middle-income countries20101461.56286621093751485.78430175781250.82%
Lower-middle-income countries20081376.54980468751399.146972656250.81%
South America1982481.7885437011719489.35122680664060.78%
Lower-middle-income countries20091457.26037597656251479.88146972656250.77%
South America1992647.2389526367188653.54803466796880.49%
~ fossil_fuels.oil_production_per_capita_kwh 🟢 median anomaly score 0.90%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_production_per_capita_kwh
High-income countries19659053.3798828125
High-income countries19669741.9990234375
High-income countries196710279.8740234375
High-income countries196810893.5283203125
High-income countries196911244.533203125
High-income countries197012103.013671875
High-income countries197112868.177734375
High-income countries197213828.623046875
Low-income countries196874.30435943603516
Low-income countries1969182.15487670898438
Low-income countries1970284.5359191894531
Low-income countries1971345.65472412109375
Low-income countries1972372.908447265625
Low-income countries1973343.7141418457031
Low-income countries1974388.9929504394531
Low-income countries1975564.0982055664062
Low-income countries1976577.0034790039062
Low-income countries1977510.9325256347656
Low-income countries1978486.4467468261719
Low-income countries1979441.5008544921875
Lower-middle-income countries19652817.30322265625
Lower-middle-income countries19662803.18701171875
Lower-middle-income countries19672815.31982421875
Lower-middle-income countries19682742.319580078125
Lower-middle-income countries19692992.714111328125
Lower-middle-income countries19703408.67919921875
Lower-middle-income countries19713498.287353515625
Lower-middle-income countries19723367.985107421875
Upper-middle-income countries19654938.72265625
Upper-middle-income countries19665346.10986328125
Upper-middle-income countries19675722.79833984375
Upper-middle-income countries19686402.279296875
Upper-middle-income countries19696898.1962890625
Upper-middle-income countries19707398.73876953125
Upper-middle-income countries19717528.427734375
Upper-middle-income countries19727706.64404296875
~ Changed values: 254 / 19,186 (1.32%) (164 revised, 90 disappeared) — showing the 100 most anomalous rows
countryyearoil_production_per_capita_kwh -oil_production_per_capita_kwh +anomaly score
Low-income countries1985364.2416687011719438.728027343759.3%
Low-income countries1984381.39593505859375452.34689331054698.5%
Low-income countries2024257.4310302734375297.80270385742197.3%
Low-income countries1986467.88800048828125540.473144531257.2%
Low-income countries1987554.5963745117188627.62908935546886.2%
Lower-middle-income countries20211051.29309082031251161.81555175781255.0%
Lower-middle-income countries20201158.29870605468751274.88049316406254.8%
Lower-middle-income countries20221016.70758056640621117.79455566406254.7%
Low-income countries2018402.35015869140625442.16030883789064.7%
Low-income countries2017375.4341735839844411.27828979492194.6%
Lower-middle-income countries20241059.988281251159.520019531254.5%
Lower-middle-income countries20231032.890136718751129.48730468754.5%
Lower-middle-income countries20191337.03723144531251459.56042480468754.4%
Low-income countries2016382.8614196777344417.66223144531254.3%
Low-income countries2021375.7853698730469408.7385253906254.2%
Low-income countries2019432.43096923828125470.158386230468754.2%
Low-income countries2022353.6360168457031383.94592285156254.1%
Low-income countries2020409.74334716796875444.635253906254.1%
Low-income countries2015434.2203674316406470.931457519531254.1%
Low-income countries2014542.4898071289062586.8039550781253.9%
Low-income countries2023342.6575622558594370.429748535156253.9%
Low-income countries2013569.8297119140625615.24908447265623.8%
Lower-middle-income countries20181508.69934082031251626.4465332031253.8%
Low-income countries2012606.185791015625652.895996093753.7%
Lower-middle-income countries20171670.92224121093751795.48645019531253.6%
Low-income countries1988913.5693969726562980.30157470703123.5%
Lower-middle-income countries20161784.70520019531251903.9707031253.2%
Lower-middle-income countries20151966.8757324218752091.9401855468753.1%
Lower-middle-income countries20141956.10583496093752079.8850097656253.1%
Lower-middle-income countries19852201.772949218752336.29980468753.0%
Lower-middle-income countries20062351.3347167968752494.988769531253.0%
Low-income countries19891051.4162597656251113.96423339843752.9%
Lower-middle-income countries20131992.49694824218752110.8762207031252.9%
Lower-middle-income countries19862194.602050781252324.4509277343752.9%
Lower-middle-income countries19932415.9821777343752558.8098144531252.9%
Lower-middle-income countries19942439.325683593752579.779785156252.8%
Lower-middle-income countries20122080.823730468752200.4841308593752.8%
Lower-middle-income countries20112128.2019042968752245.37402343752.7%
Lower-middle-income countries19842190.7753906252311.103027343752.7%
Lower-middle-income countries20072299.6579589843752425.67871093752.7%
Low-income countries19901164.47253417968751227.58801269531252.6%
Lower-middle-income countries20052367.21386718752495.4196777343752.6%
Lower-middle-income countries19872168.042480468752285.1613769531252.6%
Lower-middle-income countries20082321.0231933593752442.1872558593752.5%
Lower-middle-income countries19882205.3005371093752318.9511718752.5%
Lower-middle-income countries20092215.6848144531252328.5800781252.5%
Lower-middle-income countries19922455.3586425781252580.160644531252.5%
Lower-middle-income countries19962555.9689941406252682.25097656252.4%
Lower-middle-income countries19952526.1008300781252646.6320800781252.3%
Lower-middle-income countries19892326.3386230468752435.8652343752.3%
Lower-middle-income countries19992345.002441406252454.666503906252.3%
Lower-middle-income countries19902373.7011718752482.2380371093752.2%
Lower-middle-income countries20042392.0917968752500.644042968752.2%
Lower-middle-income countries19972554.2285156252670.119628906252.2%
Lower-middle-income countries20022193.3356933593752291.6496582031252.2%
Lower-middle-income countries19982553.9387207031252668.32714843752.2%
Lower-middle-income countries20102239.051269531252338.9709472656252.2%
Low-income countries19911290.07312011718751347.33215332031252.2%
Lower-middle-income countries20002364.5856933593752466.45019531252.1%
Lower-middle-income countries20012307.1428222656252404.574707031252.1%
Lower-middle-income countries19912475.0866699218752577.89355468752.0%
Lower-middle-income countries20032200.457031252290.66406252.0%
Low-income countries19921308.36926269531251357.91857910156251.9%
Low-income countries19961566.24792480468751619.37390136718751.7%
Low-income countries19951613.1564941406251665.82946777343751.6%
Low-income countries19931405.7370605468751451.597656251.6%
Low-income countries19971538.2697753906251587.99719238281251.6%
Low-income countries20111044.69030761718751076.77429199218751.5%
Low-income countries19941592.0368652343751640.42675781251.5%
Low-income countries19981507.4787597656251552.37072753906251.5%
Low-income countries19991583.567871093751627.20422363281251.4%
Low-income countries20041796.559082031251835.99963378906251.1%
Low-income countries20011812.35266113281251852.1062011718751.1%
Low-income countries20001748.77453613281251786.45214843751.1%
Low-income countries20051702.0920410156251737.47644042968751.0%
Low-income countries20061627.58483886718751660.55773925781251.0%
Low-income countries20031855.43127441406251892.90637207031251.00%
Low-income countries20071647.113281251679.13269042968750.96%
Low-income countries20021882.58190917968751918.0974121093750.93%
Low-income countries20091475.1911621093751502.91491699218750.93%
High-income countries198412025.0898437512245.8808593750.91%
Low-income countries20101404.33068847656251430.05773925781250.91%
High-income countries199417611.1054687517928.167968750.89%
High-income countries199517597.726562517898.316406250.85%
Low-income countries20081527.06457519531251553.011230468750.84%
High-income countries199617778.25976562518065.2832031250.80%
High-income countries199717802.75195312518085.972656250.79%
High-income countries199817797.4687518067.58593750.75%
High-income countries200217359.91992187517615.8066406250.73%
High-income countries199917115.4882812517367.19531250.73%
High-income countries200117698.47851562517950.1660156250.71%
High-income countries200017857.52929687518111.3886718750.71%
High-income countries199217847.13476562518099.5019531250.70%
Upper-middle-income countries20035212.337402343755285.49121093750.70%
High-income countries199117746.89648437517995.5058593750.70%
High-income countries199317582.28710937517827.44531250.69%
High-income countries198517051.195312517287.57031250.69%
Upper-middle-income countries20045491.014160156255566.97167968750.69%
High-income countries198617944.39062518192.2910156250.69%
Upper-middle-income countries20145109.30761718755179.7968750.69%
~ fossil_fuels.oil_production_twh 🟢 median anomaly score 0.90%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_production_twh
High-income countries19658757.8720703125
High-income countries19669524.6923828125
High-income countries196710145.8125
High-income countries196810852.5419921875
High-income countries196911315.22265625
High-income countries197012299.05078125
High-income countries197113207.953125
High-income countries197214336.2041015625
Low-income countries196812.194840431213379
Low-income countries196930.693363189697266
Low-income countries197049.2252082824707
Low-income countries197161.38672637939453
Low-income countries197267.94268035888672
Low-income countries197364.2823257446289
Low-income countries197474.70648956298828
Low-income countries1975111.19104766845703
Low-income countries1976116.7220458984375
Low-income countries1977105.97896575927734
Low-income countries1978103.66249084472656
Low-income countries197996.71305084228516
Lower-middle-income countries19652417.254150390625
Lower-middle-income countries19662462.349365234375
Lower-middle-income countries19672532.07421875
Lower-middle-income countries19682525.519287109375
Lower-middle-income countries19692821.74609375
Lower-middle-income countries19703291.721923828125
Lower-middle-income countries19713457.37841796875
Lower-middle-income countries19723407.09814453125
Upper-middle-income countries19656697.0888671875
Upper-middle-income countries19667435.65966796875
Upper-middle-income countries19678159.71484375
Upper-middle-income countries19689362.8046875
Upper-middle-income countries196910349.6865234375
Upper-middle-income countries197011381.5859375
Upper-middle-income countries197111865.0888671875
Upper-middle-income countries197212429.9326171875
~ Changed values: 254 / 19,186 (1.32%) (164 revised, 90 disappeared) — showing the 100 most anomalous rows
countryyearoil_production_twh -oil_production_twh +anomaly score
Low-income countries198592.2545394897461111.120323181152349.3%
Low-income countries198494.07447814941406111.575119018554698.5%
Low-income countries2024192.34030151367188222.50410461425787.3%
Low-income countries1986121.6201171875140.487487792968757.2%
Low-income countries1987148.01161193847656167.502716064453126.2%
Lower-middle-income countries20212940.760253906253249.9221191406255.0%
Lower-middle-income countries20203198.9655761718753520.9387207031254.8%
Lower-middle-income countries20222880.0153808593753166.3630371093754.7%
Low-income countries2018255.06082153320312280.29757690429694.7%
Low-income countries2017231.4551239013672253.55302429199224.6%
Lower-middle-income countries20243081.969238281253371.3625488281254.5%
Lower-middle-income countries20232964.3044433593753241.5300292968754.5%
Lower-middle-income countries20193643.143066406253976.992675781254.4%
Low-income countries2016229.72039794921875250.60119628906254.3%
Low-income countries2021259.042724609375281.7585449218754.2%
Low-income countries2019282.055419921875306.6633300781254.2%
Low-income countries2022250.29510498046875271.747741699218754.1%
Low-income countries2020274.8931579589844298.301818847656254.1%
Low-income countries2015253.80712890625275.26522827148444.1%
Low-income countries2014309.2810363769531334.5451660156253.9%
Low-income countries2023249.16758728027344269.362487792968753.9%
Low-income countries2013316.9627990722656342.22692871093753.8%
Lower-middle-income countries20184055.47753906254371.98925781253.8%
Low-income countries2012328.7654724121094354.098815917968753.7%
Lower-middle-income countries20174429.496093754759.707031253.6%
Low-income countries1988250.3524932861328268.63964843753.5%
Lower-middle-income countries20164662.891113281254974.495605468753.2%
Lower-middle-income countries20155062.95605468755384.88574218753.1%
Lower-middle-income countries20144959.439941406255273.265136718753.1%
Lower-middle-income countries19853090.2363281253279.0476074218753.0%
Lower-middle-income countries20065204.2402343755522.191406253.0%
Low-income countries1989295.99163818359375313.59994506835942.9%
Lower-middle-income countries20134972.17968755267.589355468752.9%
Lower-middle-income countries19863158.712402343753345.604980468752.9%
Lower-middle-income countries19934108.33496093754351.21093752.9%
Lower-middle-income countries19944241.362792968754485.576660156252.8%
Lower-middle-income countries20125108.502441406255402.27343752.8%
Lower-middle-income countries20115138.475097656255421.383300781252.7%
Lower-middle-income countries19842997.8693847656253162.52636718752.7%
Lower-middle-income countries20075181.341308593755465.277343752.7%
Low-income countries1990336.4738464355469354.71102905273442.6%
Lower-middle-income countries20055146.250488281255424.966308593752.6%
Lower-middle-income countries19873199.0778808593753371.894042968752.6%
Lower-middle-income countries20085321.374511718755599.165527343752.5%
Lower-middle-income countries19883334.73144531253506.5876464843752.5%
Lower-middle-income countries20095168.649902343755432.00683593752.5%
Lower-middle-income countries19924082.3347167968754289.833496093752.5%
Lower-middle-income countries19964642.988281254872.383300781252.4%
Lower-middle-income countries19954490.24707031254704.496093752.3%
Lower-middle-income countries19893603.7663574218753773.4357910156252.3%
Lower-middle-income countries19994536.85449218754749.02050781252.3%
Lower-middle-income countries19903766.9943847656253939.2390136718752.2%
Lower-middle-income countries20045105.729003906255337.425292968752.2%
Lower-middle-income countries19974740.042968754955.109863281252.2%
Lower-middle-income countries20024507.3261718754709.36230468752.2%
Lower-middle-income countries19984840.39941406255057.195800781252.2%
Lower-middle-income countries20105314.574218755551.74218752.2%
Low-income countries1991382.5549621582031399.53439331054692.2%
Lower-middle-income countries20004669.241699218754870.389160156252.1%
Lower-middle-income countries20014649.232910156254845.572753906252.1%
Lower-middle-income countries19914021.93847656254188.996582031252.0%
Lower-middle-income countries20034608.88183593754797.82128906252.0%
Low-income countries1992399.624755859375414.75894165039061.9%
Low-income countries1996539.1375122070312557.42468261718751.7%
Low-income countries1995539.2713623046875556.87969970703121.6%
Low-income countries1993443.3551330566406457.8190917968751.6%
Low-income countries1997544.6961059570312562.30438232421881.6%
Low-income countries2011551.4840087890625568.42089843751.5%
Low-income countries1994517.2483520507812532.97009277343751.5%
Low-income countries1998549.0554809570312565.40606689453121.5%
Low-income countries1999593.3634033203125609.71398925781251.4%
Low-income countries2004775.5501098632812792.57604980468751.1%
Low-income countries2001716.7491455078125732.47088623046881.1%
Low-income countries2000673.1728515625687.67645263671881.1%
Low-income countries2005756.2583618164062771.98004150390621.0%
Low-income countries2006745.000732421875760.09356689453121.0%
Low-income countries2003778.3997802734375794.12152099609381.00%
Low-income countries2007776.3887329101562791.48156738281250.96%
Low-income countries2002766.6959228515625781.15985107421880.93%
Low-income countries2009736.1693725585938750.00445556640620.93%
High-income countries198413695.9062513947.3750.91%
Low-income countries2010720.8732299804688734.07946777343750.91%
High-income countries199421448.67187521834.824218750.89%
High-income countries199521549.187521917.2714843750.85%
Low-income countries2008740.6837768554688753.26892089843750.84%
High-income countries199621876.39257812522229.5781250.80%
High-income countries199722014.5937522364.8183593750.79%
High-income countries199822107.6132812522443.144531250.75%
High-income countries200222009.29101562522333.71093750.73%
High-income countries199921355.52539062521669.5878906250.73%
High-income countries200122309.04492187522626.300781250.71%
High-income countries200022392.2304687522710.5527343750.71%
High-income countries199221487.29492187521791.1347656250.70%
Upper-middle-income countries200313700.413085937513892.69628906250.70%
High-income countries199121229.53710937521526.933593750.70%
High-income countries199321287.38476562521584.2050781250.69%
High-income countries198519552.3398437519823.3886718750.69%
Upper-middle-income countries200414563.659179687514765.1191406250.69%
High-income countries198620721.0273437521007.2871093750.69%
Upper-middle-income countries201414866.16210937515071.25878906250.69%
~ fossil_fuels.gas_consumption_per_capita_m3 🟢 median anomaly score 0.81%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_consumption_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyeargas_consumption_per_capita_m3 -gas_consumption_per_capita_m3 +anomaly score
Upper-middle-income countries1992149.05755615234375144.066436767578121.7%
Upper-middle-income countries1980253.811767578125248.919525146484380.97%
Upper-middle-income countries1981262.9349670410156258.1330566406250.92%
Upper-middle-income countries1982278.51507568359375273.57229614257810.90%
Upper-middle-income countries1990388.2015686035156381.541198730468750.87%
Upper-middle-income countries1983297.6275329589844292.704406738281250.83%
Upper-middle-income countries1985348.41058349609375342.82553100585940.81%
Upper-middle-income countries1986359.3959045410156353.643981933593750.81%
Upper-middle-income countries1991388.574951171875382.366760253906250.81%
Upper-middle-income countries1987367.522216796875361.65335083007810.80%
Upper-middle-income countries1984324.32305908203125319.236267089843750.79%
Upper-middle-income countries1989391.0281982421875385.28030395507810.74%
Upper-middle-income countries1988388.1188049316406382.720886230468750.70%
Europe19921333.13220214843751317.15527343750.60%
Europe1980NaN879.07421875appeared
Europe1981NaN918.0401000976562appeared
Europe1982NaN966.1513671875appeared
Europe1983NaN1019.9804077148438appeared
Europe1984NaN1101.482177734375appeared
Europe1985NaN1182.3707275390625appeared
Europe1986NaN1236.20556640625appeared
Europe1987NaN1277.9664306640625appeared
Europe1988NaN1325.245849609375appeared
Europe1989NaN1352.7218017578125appeared
Europe1990NaN1367.0687255859375appeared
Europe1991NaN1487.3409423828125appeared
~ fossil_fuels.gas_consumption_m3 🟢 median anomaly score 0.81%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_consumption_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyeargas_consumption_m3 -gas_consumption_m3 +anomaly score
Upper-middle-income countries1992347569946624.0335931736064.01.7%
Upper-middle-income countries1980477453811712.0468250853376.00.97%
Upper-middle-income countries1981503920918528.0494717960192.00.92%
Upper-middle-income countries1982544096878592.0534440837120.00.90%
Upper-middle-income countries1990878042087424.0862977523712.00.87%
Upper-middle-income countries1983592314826752.0582517194752.00.83%
Upper-middle-income countries1985718958821376.0707433857024.00.81%
Upper-middle-income countries1986755500056576.0743408730112.00.81%
Upper-middle-income countries1991893273440256.0879001796608.00.81%
Upper-middle-income countries1987787327221760.0774754533376.00.80%
Upper-middle-income countries1984657174560768.0646867255296.00.79%
Upper-middle-income countries1989868800724992.0856029790208.00.74%
Upper-middle-income countries1988846988050432.0835208216576.00.70%
Europe1992971111202816.0959472926720.00.60%
Europe1980NaN610935963648.0appeared
Europe1981NaN641065091072.0appeared
Europe1982NaN677429575680.0appeared
Europe1983NaN718067138560.0appeared
Europe1984NaN778577379328.0appeared
Europe1985NaN839113113600.0appeared
Europe1986NaN881107009536.0appeared
Europe1987NaN914945605632.0appeared
Europe1988NaN953060098048.0appeared
Europe1989NaN976959504384.0appeared
Europe1990NaN991047909376.0appeared
Europe1991NaN1081740820480.0appeared
~ fossil_fuels.total_consumption_per_capita_kwh 🟢 median anomaly score 0.81%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeartotal_consumption_per_capita_kwh
High-income countries196529781.779296875
High-income countries196630919.662109375
High-income countries196731878.82421875
High-income countries196833705.16796875
High-income countries196935678.99609375
High-income countries197037404.16796875
High-income countries197137881.3125
High-income countries197239400.046875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries19651080.0286865234375
Lower-middle-income countries19661088.431640625
Lower-middle-income countries19671082.797119140625
Lower-middle-income countries19681126.8929443359375
Lower-middle-income countries19691153.7769775390625
Lower-middle-income countries19701119.0396728515625
Lower-middle-income countries19711124.1610107421875
Lower-middle-income countries19721158.365478515625
Upper-middle-income countries19657290.6044921875
Upper-middle-income countries19667591.5439453125
Upper-middle-income countries19677620.8330078125
Upper-middle-income countries19687709.32958984375
Upper-middle-income countries19698057.578125
Upper-middle-income countries19708546.87890625
Upper-middle-income countries19718980.1513671875
Upper-middle-income countries19729322.3525390625
~ Changed values: 542 / 19,186 (2.82%) (518 revised, 24 disappeared) — showing the 100 most anomalous rows
countryyeartotal_consumption_per_capita_kwh -total_consumption_per_capita_kwh +anomaly score
South America1972911.05218505859386744.9672851562576%
South America1971879.90911865234386480.2612304687576%
South America1970880.07214355468756335.2534179687576%
South America19731026.65930175781257234.7929687575%
South America19751051.621582031257353.6577148437575%
South America1966828.91802978515625793.752929687575%
South America1965802.49279785156255605.477539062575%
South America19741073.94519042968757490.6948242187575%
South America1969899.77239990234386203.2377929687575%
South America1968891.7917480468756093.706054687574%
South America1967869.73675537109385843.8437574%
South America19781263.76452636718758068.02539062573%
South America19761205.0129394531257649.6606445312573%
South America19791333.772949218758362.909179687572%
South America19771263.98620605468757887.12695312572%
South America20253250.69262695312510428.37304687552%
Lower-middle-income countries19922481.47363281253027.4919433593759.9%
Lower-middle-income countries19801507.8527832031251838.33703613281259.9%
Lower-middle-income countries19811607.18225097656251951.734863281259.7%
Lower-middle-income countries19932491.54394531253009.2995605468759.4%
Lower-middle-income countries19821619.99060058593751954.2746582031259.4%
Lower-middle-income countries19972760.9045410156253318.7644042968759.2%
Lower-middle-income countries19831650.85998535156251982.47448730468759.1%
Lower-middle-income countries19962699.037597656253240.5847167968759.1%
Lower-middle-income countries19982808.5065917968753365.972167968759.0%
Lower-middle-income countries19841697.15612792968752033.9206542968759.0%
Lower-middle-income countries19942553.2253417968753053.0617675781258.9%
Lower-middle-income countries19952661.4997558593753174.3605957031258.8%
Lower-middle-income countries20032967.2595214843753522.7285156258.6%
Lower-middle-income countries19992854.7956542968753387.0334472656258.5%
Lower-middle-income countries20043104.62597656253674.4050292968758.4%
Lower-middle-income countries20022981.9902343753525.90722656258.4%
Lower-middle-income countries20012945.8308105468753481.3137207031258.3%
Lower-middle-income countries20053205.4099121093753784.809082031258.3%
Lower-middle-income countries20002939.4355468753457.3815917968758.1%
Lower-middle-income countries19852062.9294433593752407.5212402343757.7%
Lower-middle-income countries20204037.70410156254697.291503906257.6%
Lower-middle-income countries19862123.223144531252463.9177246093757.4%
Lower-middle-income countries19872177.4499511718752524.7167968757.4%
Lower-middle-income countries20194395.087402343755092.803222656257.4%
Lower-middle-income countries20214366.113769531255051.181152343757.3%
Lower-middle-income countries20224441.9589843755137.65527343757.3%
Lower-middle-income countries19882246.93066406252598.645019531257.3%
Lower-middle-income countries20184424.2675781255114.527832031257.2%
Lower-middle-income countries19892342.2844238281252707.1057128906257.2%
Lower-middle-income countries20164279.856933593754943.273925781257.2%
Lower-middle-income countries20154172.520996093754812.631347656257.1%
Lower-middle-income countries20174353.61425781255020.176269531257.1%
Lower-middle-income countries20144106.76074218754735.27832031257.1%
Lower-middle-income countries20244714.379394531255429.631347656257.1%
Lower-middle-income countries20234632.925781255326.2363281257.0%
Lower-middle-income countries20134009.7089843754600.430175781256.9%
Lower-middle-income countries19902423.67285156252779.8925781256.8%
Lower-middle-income countries19912429.506347656252781.2951660156256.8%
Lower-middle-income countries20063295.725097656253750.9831542968756.5%
Lower-middle-income countries20124003.8991699218754542.98730468756.3%
Lower-middle-income countries20083585.594238281254068.1789550781256.3%
Lower-middle-income countries20113872.7854003906254385.025878906256.2%
Paraguay20244497.89843753974.5781256.2%
Lower-middle-income countries20073470.475097656253919.3967285156256.1%
Albania20235795.495605468755153.830566406255.9%
Lower-middle-income countries20103780.9255371093754242.224121093755.7%
South America201812123.79101562510826.86230468755.7%
Lower-middle-income countries20093742.3808593754178.237792968755.5%
South America201612931.014648437511584.8925781255.5%
Albania20246060.86425781255447.28222656255.3%
South America201712638.23242187511358.8574218755.3%
Paraguay20234549.6386718754103.554199218755.2%
North Macedonia199315849.713867187514318.89746093755.1%
South America202411635.743164062510532.1230468755.0%
South America201012075.3476562510939.6699218754.9%
South America202111512.31445312510440.77343754.9%
South America201513190.4648437511974.91406254.8%
South America201911612.137695312510546.4746093754.8%
Albania20226356.69238281255775.165527343754.8%
North Macedonia199215009.549804687513642.9042968754.8%
Paraguay20204679.652832031254259.94531254.7%
Paraguay20224694.89746093754276.9863281254.7%
South America19908448.683593757701.977050781254.6%
Albania20204711.244628906254296.693847656254.6%
South America200911329.516601562510351.68066406254.5%
South America200510481.74218759594.53027343754.4%
South America201212960.370117187511890.05566406254.3%
South America202010134.96972656259301.13183593754.3%
South America200811676.10742187510718.1933593754.3%
South America200410326.86035156259485.05175781254.2%
South America200610876.3925781259992.76855468754.2%
South America201413382.723632812512295.60058593754.2%
South America202211523.915039062510588.5449218754.2%
Albania20195991.57519531255507.132324218754.2%
South America201112311.881835937511322.16503906254.2%
Paraguay20215238.109863281254818.2871093754.2%
South America20039669.4511718758909.79980468754.1%
South America202311472.741210937510586.43066406254.0%
Paraguay20195124.855957031254733.852050781254.0%
Albania20216002.014160156255566.052246093753.8%
South America200711233.95117187510420.27246093753.8%
South America200010101.6308593759376.53417968753.7%
South America201313134.639648437512191.95605468753.7%
Upper-middle-income countries19857631.052246093758218.4531253.7%
~ fossil_fuels.total_consumption_twh 🟢 median anomaly score 0.81%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeartotal_consumption_twh
High-income countries196528809.681640625
High-income countries196630229.962890625
High-income countries196731463.087890625
High-income countries196833578.3515625
High-income countries196935903.29296875
High-income countries197038010.01953125
High-income countries197138881.54296875
High-income countries197240846.23046875
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965926.667724609375
Lower-middle-income countries1966956.0900268554688
Lower-middle-income countries1967973.8582763671875
Lower-middle-income countries19681037.8038330078125
Lower-middle-income countries19691087.8638916015625
Lower-middle-income countries19701080.6435546875
Lower-middle-income countries19711111.0150146484375
Lower-middle-income countries19721171.8177490234375
Upper-middle-income countries19659886.3271484375
Upper-middle-income countries196610558.7314453125
Upper-middle-income countries196710865.9814453125
Upper-middle-income countries196811274.2578125
Upper-middle-income countries196912089.162109375
Upper-middle-income countries197013147.787109375
Upper-middle-income countries197114153.060546875
Upper-middle-income countries197215035.884765625
~ Changed values: 542 / 19,186 (2.82%) (518 revised, 24 disappeared) — showing the 100 most anomalous rows
countryyeartotal_consumption_twh -total_consumption_twh +anomaly score
South America1972183.045745849609381355.177612304687576%
South America1971172.763488769531251272.350219726562576%
South America1970168.846374511718751215.451049804687576%
South America1973211.04890441894531487.2460937575%
South America1975226.175292968751581.57250976562575%
South America1966144.37678527832031009.126770019531275%
South America1965136.25314331054688951.739257812575%
South America1974225.839218139648441575.213256835937575%
South America1969168.626861572265621162.552368164062575%
South America1968163.177627563476561115.00976562574%
South America1967155.30937194824221043.538452148437574%
South America1978290.74673461914061856.162231445312573%
South America1976265.034240722656251682.4897460937573%
South America1979313.81039428710941967.627075195312572%
South America1977284.32254028320311774.139648437572%
South America20251424.145996093754568.726562552%
Lower-middle-income countries19924125.754394531255033.576660156259.9%
Lower-middle-income countries19801861.0446777343752268.939941406259.9%
Lower-middle-income countries19812036.51477050781252473.1091308593759.7%
Lower-middle-income countries19934236.826660156255117.26074218759.4%
Lower-middle-income countries19822106.56933593752541.25878906259.4%
Lower-middle-income countries19975123.58496093756158.84082031259.2%
Lower-middle-income countries19832202.3903808593752644.792968759.1%
Lower-middle-income countries19964902.876464843755886.611816406259.1%
Lower-middle-income countries19985322.87402343756379.42089843759.0%
Lower-middle-income countries19842322.397949218752783.2285156259.0%
Lower-middle-income countries19944439.404785156255308.492675781258.9%
Lower-middle-income countries19954730.924316406255642.55468758.8%
Lower-middle-income countries20036214.95800781257378.394531258.6%
Lower-middle-income countries19995523.146972656256552.86230468758.5%
Lower-middle-income countries20046626.5761718757842.724121093758.4%
Lower-middle-income countries20026128.019531257245.773925781258.4%
Lower-middle-income countries20015936.283691406257015.360839843758.3%
Lower-middle-income countries20056968.4628906258228.058593758.3%
Lower-middle-income countries20005804.37207031256827.136718758.1%
Lower-middle-income countries19852895.36621093753379.008300781257.7%
Lower-middle-income countries202011151.24804687512972.88378906257.6%
Lower-middle-income countries19863055.976074218753546.3410644531257.4%
Lower-middle-income countries19873212.9592285156253725.372558593757.4%
Lower-middle-income countries201911975.68164062513876.80957031257.4%
Lower-middle-income countries202112213.2382812514129.56347656257.3%
Lower-middle-income countries202212582.6835937514553.3757.3%
Lower-middle-income countries19883397.682128906253929.5246582031257.3%
Lower-middle-income countries201811892.70507812513748.167968757.2%
Lower-middle-income countries19893628.468261718754193.61816406257.2%
Lower-middle-income countries201611181.96289062512915.269531257.2%
Lower-middle-income countries201510740.5312512388.24511718757.1%
Lower-middle-income countries201711541.122070312513308.1308593757.1%
Lower-middle-income countries201410412.132812512005.65332031257.1%
Lower-middle-income countries202413707.29492187515786.925781257.1%
Lower-middle-income countries202313296.09179687515285.8339843757.0%
Lower-middle-income countries201310006.0351562511480.15136718756.9%
Lower-middle-income countries19903846.29785156254411.60839843756.8%
Lower-middle-income countries19913947.8718261718754519.5175781256.8%
Lower-middle-income countries20067294.472167968758302.10058593756.5%
Lower-middle-income countries20129829.726562511153.2089843756.3%
Lower-middle-income countries20088220.636718759327.050781256.3%
Lower-middle-income countries20119350.715820312510587.503906256.2%
Paraguay202431.16662216186523427.5404548645019536.2%
Lower-middle-income countries20077819.300292968758830.761718756.1%
Albania202316.29496383666992214.4908189773559575.9%
Lower-middle-income countries20108974.34179687510069.2714843755.7%
South America20185097.331542968754552.050292968755.7%
Lower-middle-income countries20098730.058593759746.80566406255.5%
South America20165345.61718754789.137207031255.5%
Albania202416.92045402526855515.2074832916259775.3%
South America20175270.71582031254737.158691406255.3%
Paraguay202331.13840866088867228.085340499877935.2%
North Macedonia199331.8080444335937528.735921859741215.1%
South America20245068.661621093754587.9121093755.0%
South America20104717.852050781254274.141113281254.9%
South America20214931.08593754472.1113281254.9%
South America20155403.077636718754905.16406254.8%
South America20194918.300781254466.941406254.8%
Albania202217.97427177429199216.3299388885498054.8%
North Macedonia199230.5071487426757827.7294216156005864.8%
Paraguay202030.90321540832519528.1315765380859384.7%
Paraguay202231.73966598510742228.914394378662114.7%
South America19902497.7653808593752277.009277343754.6%
Albania202013.530459403991712.3398904800415044.6%
South America20094383.4394531254005.1105957031254.5%
South America20053885.543457031253556.65722656254.4%
South America20125161.53613281254735.277832031254.3%
South America20204319.66113281253964.26855468754.3%
South America20084472.24121093754105.33593754.3%
South America20043783.474121093753475.0588378906254.2%
South America20064077.8352050781253746.54199218754.2%
South America20145430.87597656254989.707519531254.2%
South America20224960.962402343754558.292480468754.2%
Albania201917.285760879516615.8881368637084964.2%
South America20114856.7656254466.344238281254.2%
Paraguay202135.01248931884765632.206317901611334.2%
South America20033500.059082031253225.087402343754.1%
South America20234967.975097656254584.18066406254.0%
Paraguay201933.3887405395507830.8413257598876954.0%
Albania202117.10358619689941415.8612508773803713.8%
South America20074258.0683593753949.654785156253.8%
South America20003515.5568847656253263.2097167968753.7%
South America20135280.421386718754901.440917968753.7%
Upper-middle-income countries198515746.973632812516959.097656253.7%
~ fossil_fuels.oil_exports_per_capita_m3 🟢 median anomaly score 0.76%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_exports_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 40 / 19,186 (0.21%) (14 revised, 26 appeared)
countryyearoil_exports_per_capita_m3 -oil_exports_per_capita_m3 +anomaly score
Upper-middle-income countries19810.270508199930191040.26504415273666381.0%
Upper-middle-income countries19800.345883905887603760.33980640769004820.89%
Upper-middle-income countries19820.29591807723045350.29110082983970640.82%
Upper-middle-income countries19850.284198224544525150.279685437679290770.80%
Upper-middle-income countries19830.3019089400768280.29718020558357240.79%
Upper-middle-income countries19840.296431690454483030.291858881711959840.78%
Upper-middle-income countries19860.29546877741813660.290964663028717040.77%
Upper-middle-income countries19870.30200636386871340.29754063487052920.74%
Upper-middle-income countries19880.314145147800445560.309899777173995970.68%
Upper-middle-income countries19890.31572711467742920.31154429912567140.67%
Upper-middle-income countries19900.29531207680702210.29211404919624330.54%
Europe19920.47458994388580320.47452577948570250.01%
Upper-middle-income countries19920.214796572923660280.214776515960693360.00%
Upper-middle-income countries19910.239830568432807920.239814251661300660.00%
Asia2019NaN0.0appeared
Asia2020NaN0.0appeared
Europe1980NaN0.30430683493614197appeared
Europe1981NaN0.3175554871559143appeared
Europe1982NaN0.3380620777606964appeared
Europe1983NaN0.37188011407852173appeared
Europe1984NaN0.4016781151294708appeared
Europe1985NaN0.3792271018028259appeared
Europe1986NaN0.41825011372566223appeared
Europe1987NaN0.427236407995224appeared
Europe1988NaN0.4307194948196411appeared
Europe1989NaN0.39633023738861084appeared
Europe1990NaN0.3796285092830658appeared
Europe1991NaN0.32279014587402344appeared
Europe2019NaN0.16886936128139496appeared
Europe2020NaN0.17507600784301758appeared
High-income countries2019NaN0.3586660623550415appeared
High-income countries2020NaN0.3610352873802185appeared
North America2019NaN0.7159085869789124appeared
North America2020NaN0.6010655164718628appeared
Oceania2019NaN0.38442811369895935appeared
Oceania2020NaN0.35536623001098633appeared
South America2019NaN0.0appeared
South America2020NaN0.00014183262828737497appeared
Upper-middle-income countries2019NaN0.02204875461757183appeared
Upper-middle-income countries2020NaN0.0appeared
~ fossil_fuels.oil_exports_m3 🟢 median anomaly score 0.76%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_exports_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 40 / 19,186 (0.21%) (14 revised, 26 appeared)
countryyearoil_exports_m3 -oil_exports_m3 +anomaly score
Upper-middle-income countries1981518435200.0507963232.01.0%
Upper-middle-income countries1980650653824.0639221184.00.89%
Upper-middle-income countries1982578094784.0568683968.00.82%
Upper-middle-income countries1985586454144.0577141824.00.80%
Upper-middle-income countries1983600835328.0591424576.00.79%
Upper-middle-income countries1984600658432.0591392576.00.78%
Upper-middle-income countries1986621116352.0611648128.00.77%
Upper-middle-income countries1987646975360.0637408640.00.74%
Upper-middle-income countries1988685556032.0676291456.00.68%
Upper-middle-income countries1989701494016.0692200512.00.67%
Upper-middle-income countries1990667942784.0660709440.00.54%
Europe1992345711872.0345665120.00.01%
Upper-middle-income countries1992500859072.0500812320.00.00%
Upper-middle-income countries1991551333248.0551295744.00.00%
Asia2019NaN0.0appeared
Asia2020NaN0.0appeared
Europe1980NaN211486112.0appeared
Europe1981NaN221748208.0appeared
Europe1982NaN237036624.0appeared
Europe1983NaN261803920.0appeared
Europe1984NaN283924224.0appeared
Europe1985NaN269132544.0appeared
Europe1986NaN298108256.0appeared
Europe1987NaN305875072.0appeared
Europe1988NaN309755040.0appeared
Europe1989NaN286236704.0appeared
Europe1990NaN275209312.0appeared
Europe1991NaN234764800.0appeared
Europe2019NaN126788656.0appeared
Europe2020NaN131454880.0appeared
High-income countries2019NaN502185056.0appeared
High-income countries2020NaN506767488.0appeared
North America2019NaN425498016.0appeared
North America2020NaN359587840.0appeared
Oceania2019NaN16724366.0appeared
Oceania2020NaN15664297.0appeared
South America2019NaN0.0appeared
South America2020NaN60450.98828125appeared
Upper-middle-income countries2019NaN66825980.0appeared
Upper-middle-income countries2020NaN0.0appeared
~ fossil_fuels.oil_consumption_m3 🟢 median anomaly score 0.60%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_consumption_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 1,912 / 19,186 (9.97%) (1,866 revised, 46 appeared) — showing the 100 most anomalous rows
countryyearoil_consumption_m3 -oil_consumption_m3 +anomaly score
Brazil2024189818496.0144232176.014%
Brazil2019175181056.0136408224.012%
Brazil2020165011120.0129583352.012%
Brazil2021172208752.0137872032.011%
Brazil2023183519696.0147353936.011%
Brazil2018178623184.0143484432.011%
Brazil2022179062464.0144711728.011%
Brazil198562842240.050995936.010%
Brazil198460130672.048865072.010%
Brazil2015188054800.0155254096.09.6%
Paraguay20243026211.752510438.259.3%
Brazil2016180075408.0150073776.09.1%
Brazil2017182630496.0152766864.08.9%
Brazil2009150834944.0126446416.08.8%
Brazil198773317640.061877828.08.5%
Brazil198976928008.065023640.08.4%
Brazil198875869984.064139820.08.4%
South America2024336772992.0286012160.08.2%
Brazil2010163622208.0138997728.08.1%
Paraguay20233023372.252570673.08.1%
Brazil198671861432.061350740.07.9%
Brazil2014190427312.0162931712.07.8%
Sweden202216370044.014033106.07.7%
South America2020279676032.0240356464.07.6%
Paraguay20223075364.52650623.07.4%
Brazil2008150426160.0129716720.07.4%
Sweden202316161151.013937627.07.4%
Brazil198357415984.049518448.07.4%
Paraguay20202999455.02588738.57.3%
South America2019323651968.0279989152.07.2%
Brazil2013182544608.0158160080.07.2%
Indonesia202494472992.081867720.07.1%
Indonesia202391924136.079676872.07.1%
Sweden202415416503.013372137.07.1%
Brazil199186841136.075343256.07.1%
Brazil2011168038608.0146135136.07.0%
Albania20231414601.3751231844.256.9%
South America2021311894304.0273399040.06.6%
Paraguay20213398040.02979925.256.6%
South America2023332255840.0291400992.06.6%
Sweden202015590239.013686706.06.5%
Albania20241431737.6251258216.1256.5%
South America2022326731168.0287796320.06.3%
Brazil199288804232.078293544.06.3%
Brazil2012174260896.0153675440.06.3%
South America2018337827712.0297956032.06.3%
Paraguay20193246946.52864370.756.3%
Brazil2007141056848.0124492496.06.2%
Sweden201816868652.014896199.06.2%
Brazil1997118890936.0105012176.06.2%
Brazil1996111581632.098573928.06.2%
Indonesia202290712184.080293968.06.1%
Sweden202117510764.015505599.06.1%
Indonesia202184113184.074816976.05.8%
Brazil199392340168.082177896.05.8%
Brazil199097213712.086586880.05.8%
Brazil1995104681376.093241568.05.8%
Albania20221530837.01364268.755.8%
Sweden201917239824.015374083.05.7%
Paraguay20173176093.02833428.755.7%
Brazil199497889696.087379008.05.7%
Paraguay20183348908.02996863.255.5%
South America2015354108672.0317499712.05.5%
Albania20201173256.8751052653.8755.4%
Indonesia202082017168.073590992.05.4%
Paraguay20132058019.1251847132.255.4%
Brazil1998122461984.0110034976.05.3%
South America2017344811328.0310491328.05.2%
South America2016349672992.0315632416.05.1%
Sweden201718617754.016809810.05.1%
Brazil2006132148976.0119381704.05.1%
Paraguay20142160049.251954315.255.0%
Brazil1999125561392.0113773160.04.9%
Brazil198261947284.056140272.04.9%
Albania20191522258.1251380680.8754.9%
Paraguay20122077628.01888571.1254.8%
Paraguay20163135786.02851742.754.7%
Mozambique20121016999.625926997.68754.6%
Paraguay20111964389.51792526.754.6%
Malawi1984133561.25121947.22656254.5%
Finland202110675514.09749482.04.5%
Albania20211456422.8751330576.254.5%
South America2014359929728.0328883232.04.5%
South America2009302621824.0277374240.04.4%
Malawi1983139368.265625127754.254.3%
South America1985143416736.0131553008.04.3%
South America2010321608896.0295241056.04.3%
Brazil2005130129040.0119566216.04.2%
Brazil2004127249488.0116964216.04.2%
Malawi1986145175.28125133561.254.2%
Paraguay20152671225.02460183.54.1%
South America2013349349664.0321762624.04.1%
South America1984143559104.0132270280.04.1%
Malawi1988150982.28125139368.2656254.0%
Malawi1987151703.53125140089.54.0%
Mozambique20131179342.8751089340.8754.0%
Brazil2000127772720.0118083440.03.9%
Finland202310248181.09472306.03.9%
Paraguay20091703183.6251575156.253.9%
Colombia202016162237.014952210.03.9%
~ fossil_fuels.oil_consumption_per_capita_m3 🟢 median anomaly score 0.60%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_consumption_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 1,912 / 19,186 (9.97%) (1,866 revised, 46 appeared) — showing the 100 most anomalous rows
countryyearoil_consumption_per_capita_m3 -oil_consumption_per_capita_m3 +anomaly score
Brazil20240.89537632465362550.680345058441162114%
Brazil20190.84442728757858280.657530188560485812%
Brazil20200.79081016778945920.621023833751678512%
Brazil20210.82180154323577880.657942414283752411%
Brazil20230.86918187141418460.697894394397735611%
Brazil20180.86665153503417970.696163833141326911%
Brazil20220.85143607854843140.688099443912506111%
Brazil19850.46372699737548830.3763104677200317410%
Brazil19840.45327293872833250.368351340293884310%
Brazil20150.93246209621429440.76982116699218759.6%
Paraguay20240.436736226081848140.362300932407379159.3%
Brazil20160.88611894845962520.73848628997802739.1%
Brazil20170.89217114448547360.74628382921218878.9%
Brazil20090.78527164459228520.65830093622207648.8%
Brazil19870.5195965170860290.438523471355438238.5%
Brazil19890.52509522438049320.443838357925415048.4%
Brazil19880.52751100063323970.44595316052436838.4%
South America20240.77310425043106080.65657645463943488.2%
Brazil20100.84471130371093750.71758568286895758.1%
Paraguay20230.441745460033416750.375601500272750858.1%
Brazil19860.51946878433227540.443489581346511847.9%
Brazil20140.95173144340515140.81431198120117197.8%
Sweden20221.56093454360961911.33810031414031987.7%
South America20200.65618759393692020.56393438577651987.6%
Paraguay20220.454904615879058840.39207729697227487.4%
Brazil20080.79018908739089970.6814023256301887.4%
Sweden20231.53164589405059811.32091510295867927.4%
Brazil19830.44237574934959410.381527215242385867.4%
Paraguay20200.45420542359352110.3920108973979957.3%
South America20190.7641442418098450.66105604171752937.2%
Brazil20130.91972082853317260.79686343669891367.2%
Indonesia20240.33325225114822390.28878733515739447.1%
Indonesia20230.32691103219985960.28335592150688177.1%
Sweden20241.45342826843261721.2606906890869147.1%
Brazil19910.57236158847808840.49658015370368967.1%
Brazil20110.8604800105094910.74831825494766247.0%
Albania20230.50311964750289920.438119918107986456.9%
South America20210.72816115617752080.63828855752944956.6%
Paraguay20210.50837022066116330.445817351341247566.6%
South America20230.76729154586791990.67294389009475716.6%
Sweden20201.5057675838470461.32191681861877446.5%
Albania20240.51284486055374150.45068988204002386.5%
South America20220.75897008180618290.66852760314941416.3%
Brazil19920.57562267780303960.50749313831329356.3%
Brazil20120.88512969017028810.7805693149566656.3%
South America20180.80350917577743530.70867604017257696.3%
Paraguay20190.49837559461593630.439653843641281136.3%
Brazil20070.74810457229614260.66025441884994516.2%
Sweden20181.6577875614166261.46394240856170656.2%
Brazil19970.71336704492568970.63009196519851686.2%
Brazil19960.67953652143478390.60031908750534066.2%
Indonesia20220.32533088326454160.287966907024383546.1%
Sweden20211.68111920356750491.48861360549926766.1%
Indonesia20210.30392315983772280.270333528518676765.8%
Brazil19930.58892452716827390.52411186695098885.8%
Brazil19900.65181446075439450.58056193590164185.8%
Brazil19950.64723980426788330.57650798559188845.8%
Albania20220.54138827323913570.4824805259704595.8%
Sweden20191.67716920375823971.49566137790679935.7%
Paraguay20170.50106710195541380.44700765609741215.7%
Brazil19940.61463403701782230.54863905906677255.7%
Paraguay20180.52103763818740840.46626502275466925.5%
South America20150.86448097229003910.77510797977447515.5%
Albania20200.408522725105285640.366529315710067755.4%
Indonesia20200.29844516515731810.267783880233764655.4%
Paraguay20130.34400957822799680.30875864624977115.4%
Brazil19980.72394323348999020.65048003196716315.3%
South America20170.8267957568168640.74450254440307625.2%
South America20160.8458567857742310.76351284980773935.1%
Sweden20171.85106444358825681.67131018638610845.1%
Brazil20060.70799237489700320.63959133625030525.1%
Paraguay20140.35586714744567870.32197257876396185.0%
Brazil19990.7315326333045960.66285324096679694.9%
Brazil19820.488069206476211550.442317008972167974.9%
Albania20190.52764379978179930.47857040166854864.9%
Paraguay20120.352318823337554930.320259064435958864.8%
Paraguay20160.50179570913314820.45634242892265324.7%
Mozambique20120.041786748915910720.038088727742433554.6%
Paraguay20110.337835550308227540.30827862024307254.6%
Malawi19840.018214195966720580.0166303515434265144.5%
Finland20211.92661631107330321.75949478149414064.5%
Albania20210.51108992099761960.46692764759063724.5%
South America20140.88693612813949580.81043165922164924.5%
South America20090.78216177225112920.71690642833709724.4%
Malawi19830.01976376399397850.01811678335070614.3%
South America19850.53488290309906010.490636289119720464.3%
South America20100.82315838336944580.7556698918342594.3%
Brazil20050.70458811521530150.64739537239074714.2%
Brazil20040.69658899307250980.6402853131294254.2%
Malawi19860.0183615442365407940.016892621293663984.2%
Paraguay20150.433703392744064330.399438410997390754.1%
South America20130.86898028850555420.80035960674285894.1%
South America19840.5467505455017090.5037565827369694.1%
Malawi19880.017248682677745820.0159218590706586844.0%
Malawi19870.0182925797998905180.0168921481817960744.0%
Mozambique20130.0470765270292758940.043483864516019824.0%
Brazil20000.73424881696701050.67856913805007933.9%
Finland20231.82964515686035161.69112539291381843.9%
Paraguay20090.300319284200668330.277744442224502563.9%
Colombia20200.31922253966331480.29532316327095033.9%
~ fossil_fuels.coal_production_twh 🟢 median anomaly score 0.40%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_production_twh
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 144 / 19,186 (0.75%) (132 revised, 12 disappeared) — showing the 100 most anomalous rows
countryyearcoal_production_twh -coal_production_twh +anomaly score
Lower-middle-income countries19921488.55957031251665.86975097656255.6%
Lower-middle-income countries19931543.4797363281251713.06701660156255.2%
Lower-middle-income countries19951652.84509277343751828.45227050781255.0%
Lower-middle-income countries19981826.224121093752014.7878417968754.9%
Lower-middle-income countries19971824.5192871093752008.00915527343754.8%
Lower-middle-income countries19961760.47863769531251933.96618652343754.7%
Lower-middle-income countries19941573.0783691406251724.9978027343754.6%
Lower-middle-income countries20001896.1354980468752060.41503906254.2%
Lower-middle-income countries20032059.21777343752235.79785156254.1%
Lower-middle-income countries20021998.6662597656252168.07324218754.1%
Lower-middle-income countries20011918.69042968752080.28808593754.0%
Lower-middle-income countries20042234.7531738281252415.621582031253.9%
Lower-middle-income countries19991786.372558593751930.84411621093753.9%
Lower-middle-income countries20052321.469238281252482.6032714843753.4%
Upper-middle-income countries19858359.58496093758835.0996093752.8%
Upper-middle-income countries19868602.19238281259075.52441406252.7%
Upper-middle-income countries19878861.34277343759344.44531252.7%
Upper-middle-income countries19889195.59863281259686.7050781252.6%
Upper-middle-income countries19909663.40039062510169.48339843752.6%
Upper-middle-income countries19899575.325195312510074.30371093752.5%
Upper-middle-income countries19919589.954101562510058.52832031252.4%
Upper-middle-income countries198410004.793945312510447.9902343752.2%
Upper-middle-income countries19839465.47949218759873.1425781252.1%
Upper-middle-income countries19829159.81933593759539.5332031252.0%
Upper-middle-income countries19818749.1093759108.02832031252.0%
Lower-middle-income countries20193572.0456542968753713.188964843751.9%
Lower-middle-income countries20203581.9069824218753719.54980468751.9%
Lower-middle-income countries20183622.770996093753761.0090332031251.9%
Lower-middle-income countries20213811.1872558593753946.0173339843751.7%
Lower-middle-income countries20173392.7126464843753509.824707031251.7%
Lower-middle-income countries20224281.578613281254426.53222656251.7%
Lower-middle-income countries20163362.4074707031253470.4016113281251.6%
Lower-middle-income countries20245162.395996093755324.33886718751.5%
Lower-middle-income countries20234839.45214843754988.62011718751.5%
High-income countries198111163.188476562511416.39160156251.1%
High-income countries198311056.567382812511300.68261718751.1%
High-income countries198211483.28710937511735.59472656251.1%
High-income countries198411424.95898437511664.644531251.0%
Lower-middle-income countries20153336.11621093753402.859863281250.99%
Lower-middle-income countries20143215.841308593753268.2941894531250.81%
High-income countries198514072.21289062514296.5683593750.79%
Lower-middle-income countries1982764.6514892578125776.69317626953120.78%
Lower-middle-income countries20133036.8010253906253082.8732910156250.75%
High-income countries198614327.72070312514540.27050781250.74%
Lower-middle-income countries1981771.8075561523438783.06793212890620.72%
Lower-middle-income countries1984850.83056640625863.03472900390620.71%
Lower-middle-income countries1983811.6182861328125822.48669433593750.67%
Lower-middle-income countries1985894.0711059570312906.03985595703120.66%
High-income countries198714489.680664062514683.4355468750.66%
Lower-middle-income countries20123022.4553222656253062.7546386718750.66%
Lower-middle-income countries1986966.5638427734375978.94195556640620.64%
High-income countries198814736.445312514895.94531250.54%
Lower-middle-income countries20112985.94531253017.32714843750.52%
High-income countries198914710.290039062514861.5800781250.51%
High-income countries199312748.834960937512877.82910156250.50%
Lower-middle-income countries19871059.60778808593751070.1838378906250.50%
High-income countries199213571.174804687513701.63574218750.48%
High-income countries199014502.397460937514640.43847656250.47%
Lower-middle-income countries19881134.24694824218751144.81188964843750.46%
Lower-middle-income countries20082734.1916503906252759.597656250.46%
High-income countries199113832.571289062513960.24218750.46%
Lower-middle-income countries20103008.82324218753036.5471191406250.46%
Lower-middle-income countries20092928.299316406252954.6364746093750.45%
High-income countries199412864.922851562512980.0957031250.45%
High-income countries199512885.831054687512993.86425781250.42%
Upper-middle-income countries200620409.28710937520578.8613281250.41%
High-income countries199612997.88476562513101.05371093750.40%
Upper-middle-income countries202232545.00976562532785.69531250.37%
Lower-middle-income countries20072550.4616699218752569.2326660156250.37%
Upper-middle-income countries201929447.95312529661.88281250.36%
High-income countries199713198.945312513294.45019531250.36%
Lower-middle-income countries19891238.05773925781251246.9191894531250.36%
Lower-middle-income countries19901331.5612792968751341.09020996093750.36%
Upper-middle-income countries202434459.9023437534705.10156250.35%
Upper-middle-income countries201727031.86132812527221.44531250.35%
Upper-middle-income countries202333812.210937534049.035156250.35%
Lower-middle-income countries19911418.490722656251428.27917480468750.34%
Upper-middle-income countries201828626.29882812528823.0410156250.34%
Lower-middle-income countries20062411.341308593752427.892089843750.34%
Upper-middle-income countries202129953.90429687530158.78906250.34%
Upper-middle-income countries202028896.06445312529091.24218750.34%
Upper-middle-income countries201626374.22851562526548.9199218750.33%
Upper-middle-income countries199811075.647460937511148.14843750.33%
High-income countries199813017.100585937513102.113281250.33%
Upper-middle-income countries200011736.40820312511810.03027343750.31%
Upper-middle-income countries200112286.48437512361.11425781250.30%
Upper-middle-income countries200212878.4179687512955.8183593750.30%
High-income countries199912855.687512932.933593750.30%
Upper-middle-income countries199911276.834960937511344.40332031250.30%
High-income countries200312759.76562512831.19824218750.28%
Upper-middle-income countries201025228.525369.1464843750.28%
Upper-middle-income countries201228537.4023437528693.1503906250.27%
Upper-middle-income countries201527903.0898437528055.0722656250.27%
Upper-middle-income countries199711325.10351562511386.08886718750.27%
Upper-middle-income countries201128064.3554687528214.4199218750.27%
Upper-middle-income countries200923524.77539062523649.542968750.26%
Upper-middle-income countries201428648.9492187528798.496093750.26%
High-income countries200012667.778320312512733.6503906250.26%
Upper-middle-income countries200314892.0039062514968.5605468750.26%
Upper-middle-income countries201329244.58789062529394.0917968750.25%
~ fossil_fuels.coal_production_per_capita_kwh 🟢 median anomaly score 0.40%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_production_per_capita_kwh
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 144 / 19,186 (0.75%) (132 revised, 12 disappeared) — showing the 100 most anomalous rows
countryyearcoal_production_per_capita_kwh -coal_production_per_capita_kwh +anomaly score
Lower-middle-income countries1992895.30816650390621001.95300292968755.6%
Lower-middle-income countries1993907.67169189453121007.4006347656255.2%
Lower-middle-income countries1995929.8493652343751028.64160156255.0%
Lower-middle-income countries1998963.57019042968751063.062011718754.9%
Lower-middle-income countries1997983.16387939453121082.039550781254.8%
Lower-middle-income countries1996969.14495849609381064.65002441406254.7%
Lower-middle-income countries1994904.7211303710938992.094238281254.6%
Lower-middle-income countries2000960.23614501953121043.43029785156254.2%
Lower-middle-income countries2003983.14959716796881067.45568847656254.1%
Lower-middle-income countries2002972.58233642578121055.01843261718754.1%
Lower-middle-income countries2001952.13397216796881032.3254394531254.0%
Lower-middle-income countries20041047.00720214843751131.746093753.9%
Lower-middle-income countries1999923.3375244140625998.011718753.9%
Lower-middle-income countries20051067.848144531251141.9680175781253.4%
Upper-middle-income countries19854051.091308593754281.527832031252.8%
Upper-middle-income countries19864092.11425781254317.281252.7%
Upper-middle-income countries19874136.4511718754361.96191406252.7%
Upper-middle-income countries19884213.736816406254438.77832031252.6%
Upper-middle-income countries19904272.4003906254496.150878906252.6%
Upper-middle-income countries19894309.644531254534.22363281252.5%
Upper-middle-income countries19914171.6406254375.471191406252.4%
Upper-middle-income countries19844937.4785156255156.2011718752.2%
Upper-middle-income countries19834756.232910156254961.076660156252.1%
Upper-middle-income countries19824688.774902343754883.144531252.0%
Upper-middle-income countries19814565.09472656254752.371093752.0%
Lower-middle-income countries20191310.94433593751362.7441406251.9%
Lower-middle-income countries20201296.95617675781251346.7946777343751.9%
Lower-middle-income countries20181347.72595214843751399.1525878906251.9%
Lower-middle-income countries20211362.46228027343751410.66271972656251.7%
Lower-middle-income countries20171279.82031251323.99792480468751.7%
Lower-middle-income countries20221511.48962402343751562.66149902343751.7%
Lower-middle-income countries20161286.949707031251328.28405761718751.6%
Lower-middle-income countries20241775.51403808593751831.211425781251.5%
Lower-middle-income countries20231686.2714843751738.2480468751.5%
High-income countries198110010.93554687510238.00292968751.1%
High-income countries19839774.62207031259990.433593751.1%
High-income countries198210223.882812510448.519531251.1%
High-income countries198410031.1835937510241.628906251.0%
Lower-middle-income countries20151296.02673339843751321.95544433593750.99%
Lower-middle-income countries20141268.39440917968751289.08288574218750.81%
High-income countries198512272.088867187512467.7441406250.79%
Lower-middle-income countries1982588.031005859375597.29132080078120.78%
Lower-middle-income countries20131216.93444824218751235.39685058593750.75%
High-income countries198612407.7929687512591.8613281250.74%
Lower-middle-income countries1981609.09716796875617.9836425781250.72%
Lower-middle-income countries1984621.767822265625630.68634033203120.71%
Lower-middle-income countries1983608.3699340820312616.51666259765620.67%
Lower-middle-income countries1985637.019775390625645.54742431640620.66%
High-income countries198712458.295898437512624.88769531250.66%
Lower-middle-income countries20121231.12341308593751247.5383300781250.66%
Lower-middle-income countries1986671.5467529296875680.14678955078120.64%
High-income countries198812579.226562512715.378906250.54%
Lower-middle-income countries20111236.68884277343751249.68615722656250.52%
High-income countries198912467.45312512595.67675781250.51%
High-income countries199310529.882812510636.425781250.50%
Lower-middle-income countries1987718.105224609375725.2727050781250.50%
High-income countries199211272.08398437511380.4433593750.48%
High-income countries199012207.8554687512324.0566406250.47%
Lower-middle-income countries1988750.0919799804688757.07873535156250.46%
Lower-middle-income countries20081192.5720214843751203.65332031250.46%
High-income countries199111563.379882812511670.1074218750.46%
Lower-middle-income countries20101267.6291503906251279.3093261718750.46%
Lower-middle-income countries20091255.29650878906251266.5866699218750.45%
High-income countries199410563.149414062510657.714843750.45%
High-income countries199510522.9648437510611.18847656250.42%
Upper-middle-income countries20067557.06738281257619.85644531250.41%
High-income countries199610562.97460937510646.816406250.40%
Upper-middle-income countries202210610.085937510688.5527343750.37%
Lower-middle-income countries20071131.98278808593751140.31408691406250.37%
Upper-middle-income countries20199716.14160156259786.72558593750.36%
High-income countries199710673.717773437510750.9511718750.36%
Lower-middle-income countries1989799.2031860351562804.92352294921880.36%
Lower-middle-income countries1990839.0584716796875845.062988281250.36%
Upper-middle-income countries202411175.489257812511255.00878906250.35%
Upper-middle-income countries20179050.01464843759113.48535156250.35%
Upper-middle-income countries202310998.21289062511075.24511718750.35%
Lower-middle-income countries1991872.9341430664062878.95794677734380.34%
Upper-middle-income countries20189508.7402343759574.0917968750.34%
Lower-middle-income countries20061089.47131347656251096.949218750.34%
Upper-middle-income countries20219790.2363281259857.2011718750.34%
Upper-middle-income countries20209482.3417968759546.38964843750.34%
Upper-middle-income countries20168904.535156258963.51464843750.33%
Upper-middle-income countries19984424.9082031254453.873535156250.33%
High-income countries199810479.260742187510547.699218750.33%
Upper-middle-income countries20004592.24316406254621.04980468750.31%
Upper-middle-income countries20014759.802246093754788.71386718750.30%
Upper-middle-income countries20024943.52246093754973.23339843750.30%
High-income countries199910303.252929687510365.1621093750.30%
Upper-middle-income countries19994458.20410156254484.916503906250.30%
High-income countries200310005.2617187510061.27343750.28%
Upper-middle-income countries20109007.218759057.433593750.28%
Upper-middle-income countries201210000.7929687510055.37402343750.27%
Upper-middle-income countries20159501.8593759553.61425781250.27%
Upper-middle-income countries19974573.9082031254598.538574218750.27%
Upper-middle-income countries20119928.91113281259982.0019531250.27%
Upper-middle-income countries20098477.566406258522.5292968750.26%
Upper-middle-income countries20149846.27343759897.67089843750.26%
High-income countries200010102.398437510154.93066406250.26%
Upper-middle-income countries20035665.679199218755694.805175781250.26%
Upper-middle-income countries201310148.0937510199.972656250.25%
~ fossil_fuels.country dimremoved data
- Removed values: 36 / 19,186 (0.19%)
yearcountry
1965High-income countries
1966High-income countries
1967High-income countries
1968High-income countries
1969High-income countries
1970High-income countries
1971High-income countries
1972High-income countries
1968Low-income countries
1969Low-income countries
1970Low-income countries
1971Low-income countries
1972Low-income countries
1973Low-income countries
1974Low-income countries
1975Low-income countries
1976Low-income countries
1977Low-income countries
1978Low-income countries
1979Low-income countries
1965Lower-middle-income countries
1966Lower-middle-income countries
1967Lower-middle-income countries
1968Lower-middle-income countries
1969Lower-middle-income countries
1970Lower-middle-income countries
1971Lower-middle-income countries
1972Lower-middle-income countries
1965Upper-middle-income countries
1966Upper-middle-income countries
1967Upper-middle-income countries
1968Upper-middle-income countries
1969Upper-middle-income countries
1970Upper-middle-income countries
1971Upper-middle-income countries
1972Upper-middle-income countries
~ fossil_fuels.year dimremoved data
- Removed values: 36 / 19,186 (0.19%)
countryyear
High-income countries1965
High-income countries1966
High-income countries1967
High-income countries1968
High-income countries1969
High-income countries1970
High-income countries1971
High-income countries1972
Low-income countries1968
Low-income countries1969
Low-income countries1970
Low-income countries1971
Low-income countries1972
Low-income countries1973
Low-income countries1974
Low-income countries1975
Low-income countries1976
Low-income countries1977
Low-income countries1978
Low-income countries1979
Lower-middle-income countries1965
Lower-middle-income countries1966
Lower-middle-income countries1967
Lower-middle-income countries1968
Lower-middle-income countries1969
Lower-middle-income countries1970
Lower-middle-income countries1971
Lower-middle-income countries1972
Upper-middle-income countries1965
Upper-middle-income countries1966
Upper-middle-income countries1967
Upper-middle-income countries1968
Upper-middle-income countries1969
Upper-middle-income countries1970
Upper-middle-income countries1971
Upper-middle-income countries1972
~ fossil_fuels.coal_reserves_per_capita_tonnes 🟢 median anomaly score 0.19%changed metadata
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_reserves_per_capita_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ fossil_fuels.coal_reserves_tonnes 🟢 median anomaly score 0.19%changed metadata
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearcoal_reserves_tonnes
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ fossil_fuels.gas_exports_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_exports_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 44 / 19,186 (0.23%) (2 revised, 42 appeared)
countryyeargas_exports_m3 -gas_exports_m3 +anomaly score
Upper-middle-income countries1990184134926336.0183398694912.00.20%
Upper-middle-income countries1991183209050112.0183180722176.00.01%
Europe1990NaN174290190336.0appeared
Europe1991NaN175142600704.0appeared
High-income countries1980NaN1379908224.0appeared
High-income countries1981NaN1681227776.0appeared
High-income countries1982NaN1464773888.0appeared
High-income countries1983NaN1547204096.0appeared
High-income countries1984NaN1550432384.0appeared
High-income countries1985NaN1565015424.0appeared
High-income countries1986NaN1735001600.0appeared
High-income countries1987NaN1529676032.0appeared
High-income countries1988NaN2085196032.0appeared
High-income countries1989NaN3026261760.0appeared
North America1980NaN1379908224.0appeared
North America1981NaN1681227776.0appeared
North America1982NaN1464773888.0appeared
North America1983NaN1547204096.0appeared
North America1984NaN1550432384.0appeared
North America1985NaN1565015424.0appeared
North America1986NaN1735001600.0appeared
North America1987NaN1529676032.0appeared
North America1988NaN2085196032.0appeared
North America1989NaN3026261760.0appeared
Oceania1980NaN0.0appeared
Oceania1981NaN0.0appeared
Oceania1982NaN0.0appeared
Oceania1983NaN0.0appeared
Oceania1984NaN0.0appeared
Oceania1985NaN0.0appeared
Oceania1986NaN0.0appeared
Oceania1987NaN0.0appeared
Oceania1988NaN0.0appeared
Oceania1989NaN0.0appeared
Upper-middle-income countries1980NaN0.0appeared
Upper-middle-income countries1981NaN0.0appeared
Upper-middle-income countries1982NaN0.0appeared
Upper-middle-income countries1983NaN0.0appeared
Upper-middle-income countries1984NaN0.0appeared
Upper-middle-income countries1985NaN0.0appeared
Upper-middle-income countries1986NaN0.0appeared
Upper-middle-income countries1987NaN0.0appeared
Upper-middle-income countries1988NaN0.0appeared
Upper-middle-income countries1989NaN0.0appeared
~ fossil_fuels.gas_exports_per_capita_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_exports_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 44 / 19,186 (0.23%) (2 revised, 42 appeared)
countryyeargas_exports_per_capita_m3 -gas_exports_per_capita_m3 +anomaly score
Upper-middle-income countries199081.4100723266601681.084564208984380.20%
Upper-middle-income countries199179.6961364746093879.683822631835940.01%
Europe1990NaN240.41891479492188appeared
Europe1991NaN240.81253051757812appeared
High-income countries1980NaN1.2469455003738403appeared
High-income countries1981NaN1.5076931715011597appeared
High-income countries1982NaN1.3041279315948486appeared
High-income countries1983NaN1.3678146600723267appeared
High-income countries1984NaN1.3612890243530273appeared
High-income countries1985NaN1.3648178577423096appeared
High-income countries1986NaN1.5025098323822021appeared
High-income countries1987NaN1.3152227401733398appeared
High-income countries1988NaN1.7799512147903442appeared
High-income countries1989NaN2.5648560523986816appeared
North America1980NaN3.685687303543091appeared
North America1981NaN4.429361343383789appeared
North America1982NaN3.8071343898773193appeared
North America1983NaN3.967238187789917appeared
North America1984NaN3.9227612018585205appeared
North America1985NaN3.9079318046569824appeared
North America1986NaN4.276885509490967appeared
North America1987NaN3.7229504585266113appeared
North America1988NaN5.010059833526611appeared
North America1989NaN7.177297115325928appeared
Oceania1980NaN0.0appeared
Oceania1981NaN0.0appeared
Oceania1982NaN0.0appeared
Oceania1983NaN0.0appeared
Oceania1984NaN0.0appeared
Oceania1985NaN0.0appeared
Oceania1986NaN0.0appeared
Oceania1987NaN0.0appeared
Oceania1988NaN0.0appeared
Oceania1989NaN0.0appeared
Upper-middle-income countries1980NaN0.0appeared
Upper-middle-income countries1981NaN0.0appeared
Upper-middle-income countries1982NaN0.0appeared
Upper-middle-income countries1983NaN0.0appeared
Upper-middle-income countries1984NaN0.0appeared
Upper-middle-income countries1985NaN0.0appeared
Upper-middle-income countries1986NaN0.0appeared
Upper-middle-income countries1987NaN0.0appeared
Upper-middle-income countries1988NaN0.0appeared
Upper-middle-income countries1989NaN0.0appeared
~ fossil_fuels.gas_production_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_production_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyeargas_production_m3 -gas_production_m3 +anomaly score
Upper-middle-income countries1981577032224768.0576380928000.00.06%
Upper-middle-income countries1982620665634816.0620014338048.00.05%
Upper-middle-income countries1984750931673088.0750195376128.00.05%
Upper-middle-income countries1980536041390080.0535531683840.00.05%
Upper-middle-income countries1988978972835840.0978095046656.00.04%
Upper-middle-income countries1983676557422592.0675962748928.00.04%
Upper-middle-income countries1985819710132224.0819002212352.00.04%
Upper-middle-income countries1992334428307456.0334148239360.00.04%
Upper-middle-income countries19891015510335488.01014660792320.00.04%
Upper-middle-income countries1986863302320128.0862594334720.00.04%
Upper-middle-income countries1987907985354752.0907334057984.00.04%
Upper-middle-income countries19901033996795904.01033288941568.00.03%
Upper-middle-income countries19911045962424320.01045396062208.00.03%
Europe1992917317812224.0917037776896.00.02%
Europe1980NaN667481866240.0appeared
Europe1981NaN692440334336.0appeared
Europe1982NaN718774992896.0appeared
Europe1983NaN759800463360.0appeared
Europe1984NaN813353271296.0appeared
Europe1985NaN876106285056.0appeared
Europe1986NaN916585185280.0appeared
Europe1987NaN953034604544.0appeared
Europe1988NaN993816543232.0appeared
Europe1989NaN1023062179840.0appeared
Europe1990NaN1037080133632.0appeared
Europe1991NaN1066270982144.0appeared
~ fossil_fuels.gas_production_per_capita_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_production_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 26 / 19,186 (0.14%) (14 revised, 12 appeared)
countryyeargas_production_per_capita_m3 -gas_production_per_capita_m3 +anomaly score
Upper-middle-income countries1981301.0828552246094300.74301147460940.06%
Upper-middle-income countries1982317.70947265625317.37609863281250.05%
Upper-middle-income countries1984370.5932312011719370.22985839843750.05%
Upper-middle-income countries1980284.9565734863281284.68563842773440.05%
Upper-middle-income countries1988448.5987243652344448.19650268554690.04%
Upper-middle-income countries1983339.95794677734375339.659118652343750.04%
Upper-middle-income countries1985397.235107421875396.89205932617190.04%
Upper-middle-income countries1992143.42169189453125143.30158996582030.04%
Upper-middle-income countries1989457.0589904785156456.67663574218750.04%
Upper-middle-income countries1986410.6780700683594410.34127807617190.04%
Upper-middle-income countries1987423.8451232910156423.54110717773440.04%
Upper-middle-income countries1990457.1525573730469456.83956909179690.03%
Upper-middle-income countries1991454.99481201171875454.74844360351560.03%
Europe19921259.285156251258.9006347656250.02%
Europe1980NaN960.4379272460938appeared
Europe1981NaN991.6122436523438appeared
Europe1982NaN1025.1182861328125appeared
Europe1983NaN1079.2606201171875appeared
Europe1984NaN1150.6810302734375appeared
Europe1985NaN1234.4967041015625appeared
Europe1986NaN1285.98193359375appeared
Europe1987NaN1331.16796875appeared
Europe1988NaN1381.9183349609375appeared
Europe1989NaN1416.556640625appeared
Europe1990NaN1430.56640625appeared
Europe1991NaN1466.070556640625appeared
~ fossil_fuels.gas_reserves_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_reserves_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 14 / 19,186 (0.07%) (6 revised, 7 appeared, 1 disappeared)
countryyeargas_reserves_m3 -gas_reserves_m3 +anomaly score
Upper-middle-income countries199232393314361572323794401361080.02%
Upper-middle-income countries198867226127624511672111197212070.01%
Upper-middle-income countries199071757896423339717428898097130.01%
Upper-middle-income countries198971071922302246710579328607410.01%
Upper-middle-income countries199178412780761718783987964492690.01%
Upper-middle-income countries198768142402648925681314166406220.01%
Europe19965469909191131NaNdisappeared
Upper-middle-income countries1980NaN49146243114955appeared
Upper-middle-income countries1981NaN49854844467889appeared
Upper-middle-income countries1982NaN57208192013844appeared
Upper-middle-income countries1983NaN59564605838910appeared
Upper-middle-income countries1984NaN64309858669410appeared
Upper-middle-income countries1985NaN65937852943228appeared
Upper-middle-income countries1986NaN66995541946409appeared
~ fossil_fuels.gas_reserves_per_capita_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyeargas_reserves_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 14 / 19,186 (0.07%) (6 revised, 7 appeared, 1 disappeared)
countryyeargas_reserves_per_capita_m3 -gas_reserves_per_capita_m3 +anomaly score
Upper-middle-income countries199213892.077148437513886.1269531250.02%
Upper-middle-income countries198830805.304687530798.425781250.01%
Upper-middle-income countries199031725.73242187531719.097656250.01%
Upper-middle-income countries198931987.9179687531981.621093750.01%
Upper-middle-income countries199134109.648437534103.56250.01%
Upper-middle-income countries198731808.6914062531803.56250.01%
Europe19967490.28515625NaNdisappeared
Upper-middle-income countries1980NaN26125.865234375appeared
Upper-middle-income countries1981NaN26013.171875appeared
Upper-middle-income countries1982NaN29284.01953125appeared
Upper-middle-income countries1983NaN29930.142578125appeared
Upper-middle-income countries1984NaN31737.640625appeared
Upper-middle-income countries1985NaN31953.771484375appeared
Upper-middle-income countries1986NaN31870.1796875appeared
~ fossil_fuels.oil_production_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_production_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 288 / 19,186 (1.50%) (288 appeared) — showing the 100 most anomalous rows
countryyearoil_production_m3 -oil_production_m3 +anomaly score
Africa1973NaN338999808.0appeared
Africa1974NaN311654656.0appeared
Africa1975NaN284891808.0appeared
Africa1976NaN335376160.0appeared
Africa1977NaN357933344.0appeared
Africa1978NaN346620352.0appeared
Africa1979NaN380369408.0appeared
Africa1980NaN344483648.0appeared
Africa1981NaN263515008.0appeared
Africa1982NaN259489872.0appeared
Africa1983NaN258766784.0appeared
Africa1984NaN274848704.0appeared
Africa1985NaN310973408.0appeared
Africa1986NaN307656096.0appeared
Africa1987NaN304471456.0appeared
Africa1988NaN324773600.0appeared
Africa1989NaN346862656.0appeared
Africa1990NaN374085920.0appeared
Africa1991NaN386849088.0appeared
Africa1992NaN364640960.0appeared
Africa1993NaN358814720.0appeared
Africa1994NaN359604160.0appeared
Africa1995NaN373571456.0appeared
Africa1996NaN392374528.0appeared
Africa1997NaN408261728.0appeared
Africa1998NaN401678400.0appeared
Africa1999NaN385221056.0appeared
Africa2000NaN391995616.0appeared
Africa2001NaN396741312.0appeared
Africa2002NaN406773600.0appeared
Africa2003NaN466187456.0appeared
Asia1973NaN1263491456.0appeared
Asia1974NaN1312230400.0appeared
Asia1975NaN1186016640.0appeared
Asia1976NaN1346259456.0appeared
Asia1977NaN1370382464.0appeared
Asia1978NaN1317487488.0appeared
Asia1979NaN1346517760.0appeared
Asia1980NaN1176331264.0appeared
Asia1981NaN1021032448.0appeared
Asia1982NaN847281920.0appeared
Asia1983NaN794395136.0appeared
Asia1984NaN920881088.0appeared
Asia1985NaN891303488.0appeared
Asia1986NaN1029734720.0appeared
Asia1987NaN1059140096.0appeared
Asia1988NaN1153390080.0appeared
Asia1989NaN1251993984.0appeared
Asia1990NaN1289180672.0appeared
Asia1991NaN1277081216.0appeared
Asia1992NaN1377140352.0appeared
Asia1993NaN1424186496.0appeared
Asia1994NaN1487160576.0appeared
Asia1995NaN1509659904.0appeared
Asia1996NaN1520790144.0appeared
Asia1997NaN1586633728.0appeared
Asia1998NaN1651806592.0appeared
Asia1999NaN1616845440.0appeared
Asia2000NaN1675667584.0appeared
Asia2001NaN1650751616.0appeared
Asia2002NaN1588568576.0appeared
Asia2003NaN1760182144.0appeared
Europe1973NaN485348416.0appeared
Europe1974NaN519671456.0appeared
Europe1975NaN564669184.0appeared
Europe1976NaN614627520.0appeared
Europe1977NaN676585728.0appeared
Europe1978NaN728399232.0appeared
Europe1979NaN775541568.0appeared
Europe1980NaN802165120.0appeared
Europe1981NaN820860160.0appeared
Europe1982NaN840237760.0appeared
Europe1983NaN863956032.0appeared
Europe1984NaN225841168.0appeared
Europe1985NaN906573056.0appeared
Europe1986NaN930134720.0appeared
Europe1987NaN940271744.0appeared
Europe1988NaN937666304.0appeared
Europe1989NaN913128960.0appeared
Europe1990NaN877435712.0appeared
Europe1991NaN835685056.0appeared
Europe1992NaN721987456.0appeared
Europe1993NaN685088896.0appeared
Europe1994NaN713554368.0appeared
Europe1995NaN715109184.0appeared
Europe1996NaN724197824.0appeared
Europe1997NaN730377984.0appeared
Europe1998NaN722957120.0appeared
Europe1999NaN731015232.0appeared
Europe2000NaN757998400.0appeared
Europe2001NaN777286976.0appeared
Europe2002NaN812391360.0appeared
Europe2003NaN843026304.0appeared
High-income countries1973NaN1383750400.0appeared
High-income countries1974NaN1373444352.0appeared
High-income countries1975NaN1238510208.0appeared
High-income countries1976NaN1346378624.0appeared
High-income countries1977NaN1412728320.0appeared
High-income countries1978NaN1408936192.0appeared
High-income countries1979NaN1535570816.0appeared
~ fossil_fuels.oil_production_per_capita_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_production_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 288 / 19,186 (1.50%) (288 appeared) — showing the 100 most anomalous rows
countryyearoil_production_per_capita_m3 -oil_production_per_capita_m3 +anomaly score
Africa1973NaN0.8566707372665405appeared
Africa1974NaN0.7661826014518738appeared
Africa1975NaN0.6810336709022522appeared
Africa1976NaN0.7792510986328125appeared
Africa1977NaN0.8088111281394958appeared
Africa1978NaN0.7611044049263appeared
Africa1979NaN0.810896098613739appeared
Africa1980NaN0.7133315205574036appeared
Africa1981NaN0.5296918153762817appeared
Africa1982NaN0.5060201287269592appeared
Africa1983NaN0.4900487959384918appeared
Africa1984NaN0.5057842135429382appeared
Africa1985NaN0.5558878779411316appeared
Africa1986NaN0.5343889594078064appeared
Africa1987NaN0.5140134692192078appeared
Africa1988NaN0.5331853628158569appeared
Africa1989NaN0.5540205240249634appeared
Africa1990NaN0.5813385844230652appeared
Africa1991NaN0.5854157209396362appeared
Africa1992NaN0.5376147031784058appeared
Africa1993NaN0.5153146386146545appeared
Africa1994NaN0.5035175681114197appeared
Africa1995NaN0.5100682377815247appeared
Africa1996NaN0.5223393440246582appeared
Africa1997NaN0.5301422476768494appeared
Africa1998NaN0.508664608001709appeared
Africa1999NaN0.47573113441467285appeared
Africa2000NaN0.47215503454208374appeared
Africa2001NaN0.46603238582611084appeared
Africa2002NaN0.46593567728996277appeared
Africa2003NaN0.5206841230392456appeared
Asia1973NaN0.5520195960998535appeared
Asia1974NaN0.5609264969825745appeared
Asia1975NaN0.49655064940452576appeared
Asia1976NaN0.5525456666946411appeared
Asia1977NaN0.551632821559906appeared
Asia1978NaN0.5203680396080017appeared
Asia1979NaN0.5217533111572266appeared
Asia1980NaN0.44699493050575256appeared
Asia1981NaN0.38041460514068604appeared
Asia1982NaN0.30937719345092773appeared
Asia1983NaN0.2843160033226013appeared
Asia1984NaN0.3231751322746277appeared
Asia1985NaN0.3066869080066681appeared
Asia1986NaN0.34730860590934753appeared
Asia1987NaN0.35005471110343933appeared
Asia1988NaN0.37367138266563416appeared
Asia1989NaN0.3977496325969696appeared
Asia1990NaN0.40172722935676575appeared
Asia1991NaN0.3907589018344879appeared
Asia1992NaN0.41420090198516846appeared
Asia1993NaN0.42135196924209595appeared
Asia1994NaN0.4331098198890686appeared
Asia1995NaN0.4329620599746704appeared
Asia1996NaN0.4296199679374695appeared
Asia1997NaN0.44166794419288635appeared
Asia1998NaN0.453252375125885appeared
Asia1999NaN0.43750306963920593appeared
Asia2000NaN0.44722238183021545appeared
Asia2001NaN0.43464231491088867appeared
Asia2002NaN0.41289836168289185appeared
Asia2003NaN0.4518153965473175appeared
Europe1973NaN0.7238820791244507appeared
Europe1974NaN0.7705468535423279appeared
Europe1975NaN0.8329024910926819appeared
Europe1976NaN0.9020951390266418appeared
Europe1977NaN0.9880313277244568appeared
Europe1978NaN1.0585341453552246appeared
Europe1979NaN1.1216353178024292appeared
Europe1980NaN1.1542333364486694appeared
Europe1981NaN1.1755164861679077appeared
Europe1982NaN1.1983486413955688appeared
Europe1983NaN1.2272087335586548appeared
Europe1984NaN0.31950587034225464appeared
Europe1985NaN1.2774266004562378appeared
Europe1986NaN1.3049921989440918appeared
Europe1987NaN1.3133411407470703appeared
Europe1988NaN1.3038405179977417appeared
Europe1989NaN1.2643404006958008appeared
Europe1990NaN1.2103501558303833appeared
Europe1991NaN1.1490261554718018appeared
Europe1992NaN0.9911374449729919appeared
Europe1993NaN0.939960777759552appeared
Europe1994NaN0.9778119921684265appeared
Europe1995NaN0.9792526960372925appeared
Europe1996NaN0.9916888475418091appeared
Europe1997NaN1.0000520944595337appeared
Europe1998NaN0.9906288385391235appeared
Europe1999NaN1.002535104751587appeared
Europe2000NaN1.039592981338501appeared
Europe2001NaN1.065915584564209appeared
Europe2002NaN1.1126725673675537appeared
Europe2003NaN1.1526291370391846appeared
High-income countries1973NaN1.322393536567688appeared
High-income countries1974NaN1.3009856939315796appeared
High-income countries1975NaN1.1635394096374512appeared
High-income countries1976NaN1.2549680471420288appeared
High-income countries1977NaN1.3065036535263062appeared
High-income countries1978NaN1.29301118850708appeared
High-income countries1979NaN1.3985137939453125appeared
~ fossil_fuels.oil_reserves_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_reserves_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 14 / 19,186 (0.07%) (13 appeared, 1 disappeared)
countryyearoil_reserves_m3 -oil_reserves_m3 +anomaly score
Europe19962746372608.0NaNdisappeared
Upper-middle-income countries1980NaN41116659712.0appeared
Upper-middle-income countries1981NaN42270269440.0appeared
Upper-middle-income countries1982NaN44014968832.0appeared
Upper-middle-income countries1983NaN44367699968.0appeared
Upper-middle-income countries1984NaN43723591680.0appeared
Upper-middle-income countries1985NaN43558846464.0appeared
Upper-middle-income countries1986NaN43133300736.0appeared
Upper-middle-income countries1987NaN44260376576.0appeared
Upper-middle-income countries1988NaN58699280384.0appeared
Upper-middle-income countries1989NaN60502831104.0appeared
Upper-middle-income countries1990NaN61278666752.0appeared
Upper-middle-income countries1991NaN60927291392.0appeared
Upper-middle-income countries1992NaN50945073152.0appeared
~ fossil_fuels.oil_reserves_per_capita_m3 🟢 median anomaly score 0.19%changed metadatachanged data
metadata diff
+   - Continents and income groups are calculated by Our World in Data by adding up the countries in
+   each. They are shown only for years where enough of a region's countries report, so that a
+   region's trend is not driven by countries entering or leaving the data.
- Removed values: 36 / 19,186 (0.19%)
countryyearoil_reserves_per_capita_m3
High-income countries1965NaN
High-income countries1966NaN
High-income countries1967NaN
High-income countries1968NaN
High-income countries1969NaN
High-income countries1970NaN
High-income countries1971NaN
High-income countries1972NaN
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965NaN
Lower-middle-income countries1966NaN
Lower-middle-income countries1967NaN
Lower-middle-income countries1968NaN
Lower-middle-income countries1969NaN
Lower-middle-income countries1970NaN
Lower-middle-income countries1971NaN
Lower-middle-income countries1972NaN
Upper-middle-income countries1965NaN
Upper-middle-income countries1966NaN
Upper-middle-income countries1967NaN
Upper-middle-income countries1968NaN
Upper-middle-income countries1969NaN
Upper-middle-income countries1970NaN
Upper-middle-income countries1971NaN
Upper-middle-income countries1972NaN
~ Changed values: 14 / 19,186 (0.07%) (13 appeared, 1 disappeared)
countryyearoil_reserves_per_capita_m3 -oil_reserves_per_capita_m3 +anomaly score
Europe19963.7607779502868652NaNdisappeared
Upper-middle-income countries1980NaN21.857383728027344appeared
Upper-middle-income countries1981NaN22.055706024169922appeared
Upper-middle-income countries1982NaN22.530607223510742appeared
Upper-middle-income countries1983NaN22.29397201538086appeared
Upper-middle-income countries1984NaN21.57808494567871appeared
Upper-middle-income countries1985NaN21.108808517456055appeared
Upper-middle-income countries1986NaN20.518770217895508appeared
Upper-middle-income countries1987NaN20.660625457763672appeared
Upper-middle-income countries1988NaN26.898012161254883appeared
Upper-middle-income countries1989NaN27.231000900268555appeared
Upper-middle-income countries1990NaN27.092636108398438appeared
Upper-middle-income countries1991NaN26.50343894958496appeared
Upper-middle-income countries1992NaN21.848115921020508appeared
~ garden/energy_institute/2026-06-30/statistical_review_of_world_energy🔴 61 column(s) changed↕ 🟡 13 · 🟢 30 column(s) w/ shifted coverage− 1,200 row(s) removed: Central America (EI), Eastern Africa (EI), Middle Africa (EI), Non-OECD (EI)…63 columns in 1 table
= Table statistical_review_of_world_energy🔴 median anomaly score 16%
~ statistical_review_of_world_energy.country dimremoved data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
yearcountry
1970Central America (EI)
1973Central America (EI)
1979Central America (EI)
1983Central America (EI)
2004Central America (EI)
2010Central America (EI)
2017Central America (EI)
1979Eastern Africa (EI)
1967Middle Africa (EI)
1985Middle Africa (EI)
1965Non-OECD (EI)
1967Non-OECD (EI)
1979Non-OECD (EI)
1983Non-OECD (EI)
1985Non-OECD (EI)
2005Non-OECD (EI)
2012Non-OECD (EI)
1967Non-OPEC (EI)
1983Non-OPEC (EI)
2015Non-OPEC (EI)
2022Non-OPEC (EI)
2023Non-OPEC (EI)
1970Other Africa (EI)
1987Other Africa (EI)
2001Other Africa (EI)
2015Other Africa (EI)
2021Other Africa (EI)
1984Other Asia Pacific (EI)
1993Other Asia Pacific (EI)
2018Other Asia Pacific (EI)
2025Other Asia Pacific (EI)
1968Other CIS (EI)
1980Other CIS (EI)
2003Other CIS (EI)
2014Other CIS (EI)
1996Other Caribbean (EI)
2002Other Caribbean (EI)
2006Other Caribbean (EI)
1983Other Eastern Africa (EI)
1992Other Eastern Africa (EI)
2011Other Eastern Africa (EI)
2014Other Eastern Africa (EI)
2020Other Eastern Africa (EI)
1967Other Europe (EI)
1991Other Europe (EI)
1992Other Europe (EI)
2002Other Europe (EI)
1978Other Middle Africa (EI)
1980Other Middle Africa (EI)
1981Other Middle Africa (EI)
1985Other Middle Africa (EI)
2001Other Middle Africa (EI)
2009Other Middle Africa (EI)
2012Other Middle Africa (EI)
1965Other Middle East (EI)
1987Other Middle East (EI)
1992Other Middle East (EI)
2003Other Middle East (EI)
2006Other Middle East (EI)
2008Other North America (EI)
2015Other North America (EI)
1973Other Northern Africa (EI)
1975Other Northern Africa (EI)
1980Other Northern Africa (EI)
1987Other Northern Africa (EI)
2020Other Northern Africa (EI)
1981Other South America (EI)
1984Other South America (EI)
1977Other South and Central America (EI)
1990Other South and Central America (EI)
1992Other South and Central America (EI)
1997Other South and Central America (EI)
2006Other South and Central America (EI)
2009Other South and Central America (EI)
2020Other South and Central America (EI)
2021Other South and Central America (EI)
1966Other Southern Africa (EI)
1968Other Southern Africa (EI)
1973Other Southern Africa (EI)
1985Other Southern Africa (EI)
1989Other Southern Africa (EI)
2010Other Southern Africa (EI)
2011Other Southern Africa (EI)
2017Other Southern Africa (EI)
1969Other Western Africa (EI)
1970Other Western Africa (EI)
1974Other Western Africa (EI)
1980Other Western Africa (EI)
1981Other Western Africa (EI)
1990Other Western Africa (EI)
1998Other Western Africa (EI)
2008Other Western Africa (EI)
2025Other Western Africa (EI)
1995Rest of World (EI)
1998Rest of World (EI)
2013Rest of World (EI)
2020Rest of World (EI)
1966Western Africa (EI)
1990Western Africa (EI)
2011Western Africa (EI)
~ statistical_review_of_world_energy.year dimremoved data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyear
Central America (EI)1970
Central America (EI)1973
Central America (EI)1979
Central America (EI)1983
Central America (EI)2004
Central America (EI)2010
Central America (EI)2017
Eastern Africa (EI)1979
Middle Africa (EI)1967
Middle Africa (EI)1985
Non-OECD (EI)1965
Non-OECD (EI)1967
Non-OECD (EI)1979
Non-OECD (EI)1983
Non-OECD (EI)1985
Non-OECD (EI)2005
Non-OECD (EI)2012
Non-OPEC (EI)1967
Non-OPEC (EI)1983
Non-OPEC (EI)2015
Non-OPEC (EI)2022
Non-OPEC (EI)2023
Other Africa (EI)1970
Other Africa (EI)1987
Other Africa (EI)2001
Other Africa (EI)2015
Other Africa (EI)2021
Other Asia Pacific (EI)1984
Other Asia Pacific (EI)1993
Other Asia Pacific (EI)2018
Other Asia Pacific (EI)2025
Other CIS (EI)1968
Other CIS (EI)1980
Other CIS (EI)2003
Other CIS (EI)2014
Other Caribbean (EI)1996
Other Caribbean (EI)2002
Other Caribbean (EI)2006
Other Eastern Africa (EI)1983
Other Eastern Africa (EI)1992
Other Eastern Africa (EI)2011
Other Eastern Africa (EI)2014
Other Eastern Africa (EI)2020
Other Europe (EI)1967
Other Europe (EI)1991
Other Europe (EI)1992
Other Europe (EI)2002
Other Middle Africa (EI)1978
Other Middle Africa (EI)1980
Other Middle Africa (EI)1981
Other Middle Africa (EI)1985
Other Middle Africa (EI)2001
Other Middle Africa (EI)2009
Other Middle Africa (EI)2012
Other Middle East (EI)1965
Other Middle East (EI)1987
Other Middle East (EI)1992
Other Middle East (EI)2003
Other Middle East (EI)2006
Other North America (EI)2008
Other North America (EI)2015
Other Northern Africa (EI)1973
Other Northern Africa (EI)1975
Other Northern Africa (EI)1980
Other Northern Africa (EI)1987
Other Northern Africa (EI)2020
Other South America (EI)1981
Other South America (EI)1984
Other South and Central America (EI)1977
Other South and Central America (EI)1990
Other South and Central America (EI)1992
Other South and Central America (EI)1997
Other South and Central America (EI)2006
Other South and Central America (EI)2009
Other South and Central America (EI)2020
Other South and Central America (EI)2021
Other Southern Africa (EI)1966
Other Southern Africa (EI)1968
Other Southern Africa (EI)1973
Other Southern Africa (EI)1985
Other Southern Africa (EI)1989
Other Southern Africa (EI)2010
Other Southern Africa (EI)2011
Other Southern Africa (EI)2017
Other Western Africa (EI)1969
Other Western Africa (EI)1970
Other Western Africa (EI)1974
Other Western Africa (EI)1980
Other Western Africa (EI)1981
Other Western Africa (EI)1990
Other Western Africa (EI)1998
Other Western Africa (EI)2008
Other Western Africa (EI)2025
Rest of World (EI)1995
Rest of World (EI)1998
Rest of World (EI)2013
Rest of World (EI)2020
Western Africa (EI)1966
Western Africa (EI)1990
Western Africa (EI)2011
~ statistical_review_of_world_energy.biodiesel_consumption_pj 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearbiodiesel_consumption_pj
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.0
Non-OECD (EI)19830.0
Non-OECD (EI)19850.0
Non-OECD (EI)20054.897810935974121
Non-OECD (EI)2012245.30580139160156
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)20083.715909481048584
Other North America (EI)201514.878471374511719
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0
Other South and Central America (EI)20062.929584264755249
Other South and Central America (EI)200911.892905235290527
Other South and Central America (EI)202050.66438293457031
Other South and Central America (EI)202155.122432708740234
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 61 / 7,496 (0.81%) (61 appeared)
countryyearbiodiesel_consumption_pj -biodiesel_consumption_pj +anomaly score
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN0.0appeared
South America1971NaN0.0appeared
South America1972NaN0.0appeared
South America1973NaN0.0appeared
South America1974NaN0.0appeared
South America1975NaN0.0appeared
South America1976NaN0.0appeared
South America1977NaN0.0appeared
South America1978NaN0.0appeared
South America1979NaN0.0appeared
South America1980NaN0.0appeared
South America1981NaN0.0appeared
South America1982NaN0.0appeared
South America1983NaN0.0appeared
South America1984NaN0.0appeared
South America1985NaN0.0appeared
South America1986NaN0.0appeared
South America1987NaN0.0appeared
South America1988NaN0.0appeared
South America1989NaN0.0appeared
South America1990NaN0.0appeared
South America1991NaN0.0appeared
South America1992NaN0.0appeared
South America1993NaN0.0appeared
South America1994NaN0.0appeared
South America1995NaN0.0appeared
South America1996NaN0.0appeared
South America1997NaN0.0appeared
South America1998NaN0.0appeared
South America1999NaN0.0appeared
South America2000NaN0.0appeared
South America2001NaN0.0appeared
South America2002NaN0.0appeared
South America2003NaN0.0appeared
South America2004NaN0.0appeared
South America2005NaN0.02376716583967209appeared
South America2006NaN5.22021484375appeared
South America2007NaN16.390010833740234appeared
South America2008NaN43.20252227783203appeared
South America2009NaN65.20758819580078appeared
South America2010NaN117.31114959716797appeared
South America2011NaN136.54348754882812appeared
South America2012NaN152.05300903320312appeared
South America2013NaN158.7017059326172appeared
South America2014NaN179.673828125appeared
South America2015NaN199.835693359375appeared
South America2016NaN196.5860595703125appeared
South America2017NaN216.81918334960938appeared
South America2018NaN253.16561889648438appeared
South America2019NaN271.1684265136719appeared
South America2020NaN263.6219787597656appeared
South America2021NaN280.183837890625appeared
South America2022NaN275.1779479980469appeared
South America2023NaN311.2170715332031appeared
South America2024NaN365.68017578125appeared
South America2025NaN377.0915222167969appeared
~ statistical_review_of_world_energy.biodiesel_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearbiodiesel_consumption_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.0
Non-OECD (EI)19830.0
Non-OECD (EI)19850.0
Non-OECD (EI)20051.360503077507019
Non-OECD (EI)201268.1405029296875
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)20081.032197117805481
Other North America (EI)20154.132908821105957
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0
Other South and Central America (EI)20060.8137733936309814
Other South and Central America (EI)20093.3035848140716553
Other South and Central America (EI)202014.073439598083496
Other South and Central America (EI)202115.311786651611328
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 61 / 7,496 (0.81%) (61 appeared)
countryyearbiodiesel_consumption_twh -biodiesel_consumption_twh +anomaly score
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN0.0appeared
South America1971NaN0.0appeared
South America1972NaN0.0appeared
South America1973NaN0.0appeared
South America1974NaN0.0appeared
South America1975NaN0.0appeared
South America1976NaN0.0appeared
South America1977NaN0.0appeared
South America1978NaN0.0appeared
South America1979NaN0.0appeared
South America1980NaN0.0appeared
South America1981NaN0.0appeared
South America1982NaN0.0appeared
South America1983NaN0.0appeared
South America1984NaN0.0appeared
South America1985NaN0.0appeared
South America1986NaN0.0appeared
South America1987NaN0.0appeared
South America1988NaN0.0appeared
South America1989NaN0.0appeared
South America1990NaN0.0appeared
South America1991NaN0.0appeared
South America1992NaN0.0appeared
South America1993NaN0.0appeared
South America1994NaN0.0appeared
South America1995NaN0.0appeared
South America1996NaN0.0appeared
South America1997NaN0.0appeared
South America1998NaN0.0appeared
South America1999NaN0.0appeared
South America2000NaN0.0appeared
South America2001NaN0.0appeared
South America2002NaN0.0appeared
South America2003NaN0.0appeared
South America2004NaN0.0appeared
South America2005NaN0.006601990666240454appeared
South America2006NaN1.4500596523284912appeared
South America2007NaN4.552781105041504appeared
South America2008NaN12.000699996948242appeared
South America2009NaN18.11322021484375appeared
South America2010NaN32.586429595947266appeared
South America2011NaN37.92874526977539appeared
South America2012NaN42.23694610595703appeared
South America2013NaN44.083805084228516appeared
South America2014NaN49.909393310546875appeared
South America2015NaN55.50991439819336appeared
South America2016NaN54.607242584228516appeared
South America2017NaN60.2275505065918appeared
South America2018NaN70.32378387451172appeared
South America2019NaN75.3245620727539appeared
South America2020NaN73.22833251953125appeared
South America2021NaN77.82884216308594appeared
South America2022NaN76.43831634521484appeared
South America2023NaN86.44918060302734appeared
South America2024NaN101.57782745361328appeared
South America2025NaN104.74764251708984appeared
~ statistical_review_of_world_energy.biodiesel_production_pj 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearbiodiesel_production_pj
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)20057.204713344573975
Non-OECD (EI)2012373.2469177246094
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)20083.2214150428771973
Other North America (EI)201513.068037986755371
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)20061.9865912199020386
Other South and Central America (EI)200949.44865036010742
Other South and Central America (EI)202067.28307342529297
Other South and Central America (EI)202195.85348510742188
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 26 / 7,496 (0.35%) (26 appeared)
countryyearbiodiesel_production_pj -biodiesel_production_pj +anomaly score
South America2000NaN0.19154173135757446appeared
South America2001NaN0.3820367753505707appeared
South America2002NaN0.7640735507011414appeared
South America2003NaN0.7640735507011414appeared
South America2004NaN0.9577086567878723appeared
South America2005NaN1.0368080139160156appeared
South America2006NaN4.274659156799316appeared
South America2007NaN21.630794525146484appeared
South America2008NaN65.77818298339844appeared
South America2009NaN102.78392028808594appeared
South America2010NaN161.60879516601562appeared
South America2011NaN195.63514709472656appeared
South America2012NaN199.51449584960938appeared
South America2013NaN193.06353759765625appeared
South America2014NaN230.72767639160156appeared
South America2015NaN219.50743103027344appeared
South America2016NaN246.20797729492188appeared
South America2017NaN268.751708984375appeared
South America2018NaN293.60089111328125appeared
South America2019NaN301.2750549316406appeared
South America2020NaN280.5649719238281appeared
South America2021NaN320.20538330078125appeared
South America2022NaN308.8116455078125appeared
South America2023NaN312.9683532714844appeared
South America2024NaN377.9189147949219appeared
South America2025NaN398.6163330078125appeared
~ statistical_review_of_world_energy.biodiesel_production_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearbiodiesel_production_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)20052.0013091564178467
Non-OECD (EI)2012103.67970275878906
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)20080.894837498664856
Other North America (EI)20153.6300106048583984
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)20060.5518308877944946
Other South and Central America (EI)200913.735735893249512
Other South and Central America (EI)202018.689743041992188
Other South and Central America (EI)202126.62596893310547
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 26 / 7,496 (0.35%) (26 appeared)
countryyearbiodiesel_production_twh -biodiesel_production_twh +anomaly score
South America2000NaN0.05320603772997856appeared
South America2001NaN0.10612132400274277appeared
South America2002NaN0.21224264800548553appeared
South America2003NaN0.21224264800548553appeared
South America2004NaN0.2660301923751831appeared
South America2005NaN0.28800225257873535appeared
South America2006NaN1.1874053478240967appeared
South America2007NaN6.008554458618164appeared
South America2008NaN18.271717071533203appeared
South America2009NaN28.551090240478516appeared
South America2010NaN44.89133071899414appeared
South America2011NaN54.34309768676758appeared
South America2012NaN55.420692443847656appeared
South America2013NaN53.62875747680664appeared
South America2014NaN64.09101867675781appeared
South America2015NaN60.97428512573242appeared
South America2016NaN68.39110565185547appeared
South America2017NaN74.65325164794922appeared
South America2018NaN81.5558090209961appeared
South America2019NaN83.68751525878906appeared
South America2020NaN77.9347152709961appeared
South America2021NaN88.9459457397461appeared
South America2022NaN85.78101348876953appeared
South America2023NaN86.93565368652344appeared
South America2024NaN104.97747802734375appeared
South America2025NaN110.72675323486328appeared
~ statistical_review_of_world_energy.biofuels_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearbiofuels_consumption_ej
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)20100.0001230000052601099
Central America (EI)20170.0018159890314564109
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)19650.03250750154256821
Non-OECD (EI)19670.033781375735998154
Non-OECD (EI)19790.10088357329368591
Non-OECD (EI)19830.17646926641464233
Non-OECD (EI)19850.24627633392810822
Non-OECD (EI)20050.34527942538261414
Non-OECD (EI)20120.7912463545799255
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)20010.0
Other Africa (EI)20150.0005996759864501655
Other Africa (EI)20210.000556113023776561
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)20250.0
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)20140.0
Other Caribbean (EI)19960.036876801401376724
Other Caribbean (EI)20020.0016080000204965472
Other Caribbean (EI)20060.0010987999849021435
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.0
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)19810.00017584599845577031
Other South America (EI)19840.0005024159909226
Other South and Central America (EI)19770.04279959946870804
Other South and Central America (EI)19900.05772458016872406
Other South and Central America (EI)19920.04649871215224266
Other South and Central America (EI)19970.03866400569677353
Other South and Central America (EI)20060.0016940840287134051
Other South and Central America (EI)20090.0034660520032048225
Other South and Central America (EI)20200.01493882853537798
Other South and Central America (EI)20210.01724167913198471
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.biofuels_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearbiofuels_consumption_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)20100.034166667610406876
Central America (EI)20170.5044413805007935
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)19659.029861450195312
Non-OECD (EI)19679.383715629577637
Non-OECD (EI)197928.02321434020996
Non-OECD (EI)198349.01924133300781
Non-OECD (EI)198568.41009521484375
Non-OECD (EI)200595.91094970703125
Non-OECD (EI)2012219.7906494140625
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)20010.0
Other Africa (EI)20150.16657666862010956
Other Africa (EI)20210.1544758379459381
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)20250.0
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)20140.0
Other Caribbean (EI)199610.243556022644043
Other Caribbean (EI)20020.4466666579246521
Other Caribbean (EI)20060.30522221326828003
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.0
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)19810.048846110701560974
Other South America (EI)19840.13955999910831451
Other South and Central America (EI)197711.888777732849121
Other South and Central America (EI)199016.034605026245117
Other South and Central America (EI)199212.916309356689453
Other South and Central America (EI)199710.740001678466797
Other South and Central America (EI)20060.4705789089202881
Other South and Central America (EI)20090.9627922177314758
Other South and Central America (EI)20204.149674415588379
Other South and Central America (EI)20214.789355278015137
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.biofuels_production_pj 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearbiofuels_production_pj
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005394.088623046875
Non-OECD (EI)2012990.3705444335938
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)201878.4593505859375
Other Asia Pacific (EI)2025120.3663330078125
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)19920.1257999986410141
Other Europe (EI)20025.530838966369629
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)19903.4674887657165527
Other South and Central America (EI)19922.750401020050049
Other South and Central America (EI)19971.5432939529418945
Other South and Central America (EI)200612.017496109008789
Other South and Central America (EI)200915.798142433166504
Other South and Central America (EI)202020.385589599609375
Other South and Central America (EI)202125.024328231811523
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 23 / 7,496 (0.31%) (23 disappeared)
countryyearbiofuels_production_pj -biofuels_production_pj +anomaly score
Oceania20031.9271631240844727NaNdisappeared
Oceania20041.1585124731063843NaNdisappeared
Oceania20051.1522153615951538NaNdisappeared
Oceania20062.13141131401062NaNdisappeared
Oceania20074.173585414886475NaNdisappeared
Oceania20086.765707969665527NaNdisappeared
Oceania20099.70245361328125NaNdisappeared
Oceania20107.566414833068848NaNdisappeared
Oceania20119.153782844543457NaNdisappeared
Oceania20129.696237564086914NaNdisappeared
Oceania201310.245210647583008NaNdisappeared
Oceania201410.763813018798828NaNdisappeared
Oceania20159.505208015441895NaNdisappeared
Oceania20165.264152526855469NaNdisappeared
Oceania20174.447922706604004NaNdisappeared
Oceania20185.412720680236816NaNdisappeared
Oceania20196.254875659942627NaNdisappeared
Oceania20205.230356693267822NaNdisappeared
Oceania20214.440922260284424NaNdisappeared
Oceania20224.460153102874756NaNdisappeared
Oceania20234.897469520568848NaNdisappeared
Oceania20244.732280731201172NaNdisappeared
Oceania20254.252751350402832NaNdisappeared
~ statistical_review_of_world_energy.biofuels_production_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearbiofuels_production_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005109.46906280517578
Non-OECD (EI)2012275.1029357910156
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)201821.79426383972168
Other Asia Pacific (EI)202533.43509292602539
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)19920.03494444489479065
Other Europe (EI)20021.5363441705703735
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)19900.9631913304328918
Other South and Central America (EI)19920.7640002965927124
Other South and Central America (EI)19970.4286927580833435
Other South and Central America (EI)20063.338193416595459
Other South and Central America (EI)20094.388372898101807
Other South and Central America (EI)20205.66266393661499
Other South and Central America (EI)20216.951202392578125
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 23 / 7,496 (0.31%) (23 disappeared)
countryyearbiofuels_production_twh -biofuels_production_twh +anomaly score
Oceania20030.5353230834007263NaNdisappeared
Oceania20040.3218090236186981NaNdisappeared
Oceania20050.3200598359107971NaNdisappeared
Oceania20060.5920587182044983NaNdisappeared
Oceania20071.1593292951583862NaNdisappeared
Oceania20081.8793632984161377NaNdisappeared
Oceania20092.6951260566711426NaNdisappeared
Oceania20102.1017818450927734NaNdisappeared
Oceania20112.542717456817627NaNdisappeared
Oceania20122.693399429321289NaNdisappeared
Oceania20132.8458919525146484NaNdisappeared
Oceania20142.989948034286499NaNdisappeared
Oceania20152.6403355598449707NaNdisappeared
Oceania20161.4622645378112793NaNdisappeared
Oceania20171.2355340719223022NaNdisappeared
Oceania20181.5035334825515747NaNdisappeared
Oceania20191.737465500831604NaNdisappeared
Oceania20201.4528768062591553NaNdisappeared
Oceania20211.23358952999115NaNdisappeared
Oceania20221.23893141746521NaNdisappeared
Oceania20231.3604081869125366NaNdisappeared
Oceania20241.314522385597229NaNdisappeared
Oceania20251.1813198328018188NaNdisappeared
~ statistical_review_of_world_energy.coal_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_consumption_ej
Central America (EI)19704.002370042144321e-05
Central America (EI)19730.0004155079950578511
Central America (EI)19798.785779937170446e-05
Central America (EI)19830.0001153880002675578
Central America (EI)20040.015656249597668648
Central America (EI)20100.015488266944885254
Central America (EI)20170.043578870594501495
Eastern Africa (EI)19790.09319622814655304
Middle Africa (EI)19670.008023705333471298
Middle Africa (EI)19850.008590560406446457
Non-OECD (EI)196521.515954971313477
Non-OECD (EI)196722.073442459106445
Non-OECD (EI)197934.08726501464844
Non-OECD (EI)198338.031150817871094
Non-OECD (EI)198541.440093994140625
Non-OECD (EI)200582.18221282958984
Non-OECD (EI)2012115.41834259033203
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.11981714516878128
Other Africa (EI)19870.16596448421478271
Other Africa (EI)20010.16542448103427887
Other Africa (EI)20150.28828513622283936
Other Africa (EI)20210.35236623883247375
Other Asia Pacific (EI)19841.3726625442504883
Other Asia Pacific (EI)19931.0176697969436646
Other Asia Pacific (EI)20181.1286804676055908
Other Asia Pacific (EI)20251.3406208753585815
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.032524727284908295
Other CIS (EI)20140.07175155729055405
Other Caribbean (EI)19960.009408594109117985
Other Caribbean (EI)20020.04050194472074509
Other Caribbean (EI)20060.0682155042886734
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.3238348662853241
Other Europe (EI)19910.5623341798782349
Other Europe (EI)19920.5306403040885925
Other Europe (EI)20020.5305137634277344
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.00027280300855636597
Other Middle East (EI)19872.8218999432283454e-05
Other Middle East (EI)19925.6396198488073424e-05
Other Middle East (EI)20030.006146593019366264
Other Middle East (EI)20060.005685052834451199
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0008792279986664653
Other Northern Africa (EI)19750.0010467000538483262
Other Northern Africa (EI)19800.0005442840047180653
Other Northern Africa (EI)19870.0004186799924355
Other Northern Africa (EI)20209.799020335776731e-05
Other South America (EI)19810.00019093799346592277
Other South America (EI)19840.0001352539984509349
Other South and Central America (EI)19770.003309820080175996
Other South and Central America (EI)19900.014796553179621696
Other South and Central America (EI)19920.01454442460089922
Other South and Central America (EI)19970.012094634585082531
Other South and Central America (EI)20060.08215668052434921
Other South and Central America (EI)20090.08394649624824524
Other South and Central America (EI)20200.18423722684383392
Other South and Central America (EI)20210.183183953166008
Other Southern Africa (EI)19660.001960800029337406
Other Southern Africa (EI)19680.0027089999057352543
Other Southern Africa (EI)19730.004127999767661095
Other Southern Africa (EI)19850.015279010869562626
Other Southern Africa (EI)19890.020279379561543465
Other Southern Africa (EI)20100.012033556587994099
Other Southern Africa (EI)20110.016881130635738373
Other Southern Africa (EI)20170.05050498619675636
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.018706129863858223
Western Africa (EI)19900.0037910649552941322
Western Africa (EI)20110.01952078752219677
~ Changed values: 360 / 7,496 (4.80%) (360 appeared) — showing the 100 most anomalous rows
countryyearcoal_consumption_ej -coal_consumption_ej +anomaly score
Cyprus1965NaN0.0appeared
Cyprus1966NaN0.0appeared
Cyprus1967NaN0.0appeared
Cyprus1968NaN0.0appeared
Cyprus1969NaN0.0appeared
Cyprus1970NaN0.0appeared
Cyprus1971NaN0.0appeared
Cyprus1972NaN0.0appeared
Cyprus1973NaN0.0appeared
Cyprus1974NaN0.0appeared
Cyprus1975NaN0.0appeared
Cyprus1976NaN0.0appeared
Cyprus1977NaN0.0appeared
Cyprus1978NaN0.0appeared
Cyprus1979NaN0.0appeared
Cyprus1980NaN0.0appeared
Cyprus1981NaN0.0appeared
Cyprus1982NaN0.0appeared
Cyprus1983NaN0.0appeared
Cyprus1984NaN0.0appeared
Ecuador1965NaN0.0appeared
Ecuador1966NaN0.0appeared
Ecuador1967NaN0.0appeared
Ecuador1968NaN0.0appeared
Ecuador1969NaN0.0appeared
Ecuador1970NaN0.0appeared
Ecuador1971NaN0.0appeared
Ecuador1972NaN0.0appeared
Ecuador1973NaN0.0appeared
Ecuador1974NaN0.0appeared
Ecuador1975NaN0.0appeared
Ecuador1976NaN0.0appeared
Ecuador1977NaN0.0appeared
Ecuador1978NaN0.0appeared
Ecuador1979NaN0.0appeared
Ecuador1980NaN0.0appeared
Ecuador1981NaN0.0appeared
Ecuador1982NaN0.0appeared
Ecuador1983NaN0.0appeared
Ecuador1984NaN0.0appeared
Ecuador1985NaN0.0appeared
Ecuador1986NaN0.0appeared
Ecuador1987NaN0.0appeared
Ecuador1988NaN0.0appeared
Ecuador1989NaN0.0appeared
Iraq1965NaN0.0appeared
Iraq1966NaN0.0appeared
Iraq1967NaN0.0appeared
Iraq1968NaN0.0appeared
Iraq1969NaN0.0appeared
Iraq1970NaN0.0appeared
Iraq1971NaN0.0appeared
Iraq1972NaN0.0appeared
Iraq1973NaN0.0appeared
Iraq1974NaN0.0appeared
Iraq1975NaN0.0appeared
Iraq1976NaN0.0appeared
Iraq1977NaN0.0appeared
Iraq1978NaN0.0appeared
Iraq1979NaN0.0appeared
Iraq1980NaN0.0appeared
Iraq1981NaN0.0appeared
Iraq1982NaN0.0appeared
Iraq1983NaN0.0appeared
Iraq1984NaN0.0appeared
Iraq1985NaN0.0appeared
Iraq1986NaN0.0appeared
Iraq1987NaN0.0appeared
Iraq1988NaN0.0appeared
Iraq1989NaN0.0appeared
Iraq1990NaN0.0appeared
Iraq1991NaN0.0appeared
Iraq1992NaN0.0appeared
Iraq1993NaN0.0appeared
Iraq1994NaN0.0appeared
Iraq1995NaN0.0appeared
Iraq1996NaN0.0appeared
Iraq1997NaN0.0appeared
Iraq1998NaN0.0appeared
Iraq1999NaN0.0appeared
Iraq2000NaN0.0appeared
Iraq2001NaN0.0appeared
Iraq2002NaN0.0appeared
Iraq2003NaN0.0appeared
Iraq2004NaN0.0appeared
Iraq2005NaN0.0appeared
Iraq2006NaN0.0appeared
Iraq2007NaN0.0appeared
Iraq2008NaN0.0appeared
Iraq2009NaN0.0appeared
Iraq2010NaN0.0appeared
Iraq2011NaN0.0appeared
Iraq2012NaN0.0appeared
Iraq2013NaN0.0appeared
Iraq2014NaN0.0appeared
Iraq2015NaN0.0appeared
Iraq2016NaN0.0appeared
Iraq2020NaN0.0appeared
Iraq2021NaN0.0appeared
Iraq2022NaN0.0appeared
~ statistical_review_of_world_energy.coal_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_consumption_twh
Central America (EI)19700.011117694899439812
Central America (EI)19730.11541888862848282
Central America (EI)19790.024404944851994514
Central America (EI)19830.03205222263932228
Central America (EI)20044.3489580154418945
Central America (EI)20104.302296161651611
Central America (EI)201712.105241775512695
Eastern Africa (EI)197925.887840270996094
Middle Africa (EI)19672.228806972503662
Middle Africa (EI)19852.3862667083740234
Non-OECD (EI)19655976.654296875
Non-OECD (EI)19676131.51171875
Non-OECD (EI)19799468.6845703125
Non-OECD (EI)198310564.208984375
Non-OECD (EI)198511511.1376953125
Non-OECD (EI)200522828.392578125
Non-OECD (EI)201232060.650390625
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)197033.28253936767578
Other Africa (EI)198746.10124588012695
Other Africa (EI)200145.95124435424805
Other Africa (EI)201580.0792007446289
Other Africa (EI)202197.87950897216797
Other Asia Pacific (EI)1984381.295166015625
Other Asia Pacific (EI)1993282.6860656738281
Other Asia Pacific (EI)2018313.5223388671875
Other Asia Pacific (EI)2025372.3946838378906
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20039.034646034240723
Other CIS (EI)201419.930988311767578
Other Caribbean (EI)19962.6134984493255615
Other Caribbean (EI)200211.250539779663086
Other Caribbean (EI)200618.94875144958496
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)196789.95413208007812
Other Europe (EI)1991156.2039337158203
Other Europe (EI)1992147.40008544921875
Other Europe (EI)2002147.36492919921875
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.07577861100435257
Other Middle East (EI)19870.00783861055970192
Other Middle East (EI)19920.015665611252188683
Other Middle East (EI)20031.7073869705200195
Other Middle East (EI)20061.5791813135147095
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.2442300021648407
Other Northern Africa (EI)19750.29075002670288086
Other Northern Africa (EI)19800.15118999779224396
Other Northern Africa (EI)19870.11629999428987503
Other Northern Africa (EI)20200.0272195003926754
Other South America (EI)19810.0530383326113224
Other South America (EI)19840.03757055476307869
Other South and Central America (EI)19770.9193944931030273
Other South and Central America (EI)19904.110153675079346
Other South and Central America (EI)19924.0401177406311035
Other South and Central America (EI)19973.3596208095550537
Other South and Central America (EI)200622.821300506591797
Other South and Central America (EI)200923.318471908569336
Other South and Central America (EI)202051.177005767822266
Other South and Central America (EI)202150.884429931640625
Other Southern Africa (EI)19660.5446666479110718
Other Southern Africa (EI)19680.7524999976158142
Other Southern Africa (EI)19731.1466666460037231
Other Southern Africa (EI)19854.24416971206665
Other Southern Africa (EI)19895.6331610679626465
Other Southern Africa (EI)20103.3426547050476074
Other Southern Africa (EI)20114.689202785491943
Other Southern Africa (EI)201714.029162406921387
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19665.1961469650268555
Western Africa (EI)19901.0530736446380615
Western Africa (EI)20115.422441005706787
~ Changed values: 360 / 7,496 (4.80%) (360 appeared) — showing the 100 most anomalous rows
countryyearcoal_consumption_twh -coal_consumption_twh +anomaly score
Cyprus1965NaN0.0appeared
Cyprus1966NaN0.0appeared
Cyprus1967NaN0.0appeared
Cyprus1968NaN0.0appeared
Cyprus1969NaN0.0appeared
Cyprus1970NaN0.0appeared
Cyprus1971NaN0.0appeared
Cyprus1972NaN0.0appeared
Cyprus1973NaN0.0appeared
Cyprus1974NaN0.0appeared
Cyprus1975NaN0.0appeared
Cyprus1976NaN0.0appeared
Cyprus1977NaN0.0appeared
Cyprus1978NaN0.0appeared
Cyprus1979NaN0.0appeared
Cyprus1980NaN0.0appeared
Cyprus1981NaN0.0appeared
Cyprus1982NaN0.0appeared
Cyprus1983NaN0.0appeared
Cyprus1984NaN0.0appeared
Ecuador1965NaN0.0appeared
Ecuador1966NaN0.0appeared
Ecuador1967NaN0.0appeared
Ecuador1968NaN0.0appeared
Ecuador1969NaN0.0appeared
Ecuador1970NaN0.0appeared
Ecuador1971NaN0.0appeared
Ecuador1972NaN0.0appeared
Ecuador1973NaN0.0appeared
Ecuador1974NaN0.0appeared
Ecuador1975NaN0.0appeared
Ecuador1976NaN0.0appeared
Ecuador1977NaN0.0appeared
Ecuador1978NaN0.0appeared
Ecuador1979NaN0.0appeared
Ecuador1980NaN0.0appeared
Ecuador1981NaN0.0appeared
Ecuador1982NaN0.0appeared
Ecuador1983NaN0.0appeared
Ecuador1984NaN0.0appeared
Ecuador1985NaN0.0appeared
Ecuador1986NaN0.0appeared
Ecuador1987NaN0.0appeared
Ecuador1988NaN0.0appeared
Ecuador1989NaN0.0appeared
Iraq1965NaN0.0appeared
Iraq1966NaN0.0appeared
Iraq1967NaN0.0appeared
Iraq1968NaN0.0appeared
Iraq1969NaN0.0appeared
Iraq1970NaN0.0appeared
Iraq1971NaN0.0appeared
Iraq1972NaN0.0appeared
Iraq1973NaN0.0appeared
Iraq1974NaN0.0appeared
Iraq1975NaN0.0appeared
Iraq1976NaN0.0appeared
Iraq1977NaN0.0appeared
Iraq1978NaN0.0appeared
Iraq1979NaN0.0appeared
Iraq1980NaN0.0appeared
Iraq1981NaN0.0appeared
Iraq1982NaN0.0appeared
Iraq1983NaN0.0appeared
Iraq1984NaN0.0appeared
Iraq1985NaN0.0appeared
Iraq1986NaN0.0appeared
Iraq1987NaN0.0appeared
Iraq1988NaN0.0appeared
Iraq1989NaN0.0appeared
Iraq1990NaN0.0appeared
Iraq1991NaN0.0appeared
Iraq1992NaN0.0appeared
Iraq1993NaN0.0appeared
Iraq1994NaN0.0appeared
Iraq1995NaN0.0appeared
Iraq1996NaN0.0appeared
Iraq1997NaN0.0appeared
Iraq1998NaN0.0appeared
Iraq1999NaN0.0appeared
Iraq2000NaN0.0appeared
Iraq2001NaN0.0appeared
Iraq2002NaN0.0appeared
Iraq2003NaN0.0appeared
Iraq2004NaN0.0appeared
Iraq2005NaN0.0appeared
Iraq2006NaN0.0appeared
Iraq2007NaN0.0appeared
Iraq2008NaN0.0appeared
Iraq2009NaN0.0appeared
Iraq2010NaN0.0appeared
Iraq2011NaN0.0appeared
Iraq2012NaN0.0appeared
Iraq2013NaN0.0appeared
Iraq2014NaN0.0appeared
Iraq2015NaN0.0appeared
Iraq2016NaN0.0appeared
Iraq2020NaN0.0appeared
Iraq2021NaN0.0appeared
Iraq2022NaN0.0appeared
~ statistical_review_of_world_energy.coal_electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_electricity_generation_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985983.0028076171875
Non-OECD (EI)20053362.18359375
Non-OECD (EI)20125653.54833984375
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)19879.454476356506348
Other Africa (EI)200119.181285858154297
Other Africa (EI)201527.165903091430664
Other Africa (EI)202137.547794342041016
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)199348.220985412597656
Other Asia Pacific (EI)2018137.69110107421875
Other Asia Pacific (EI)2025187.07369995117188
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20032.319690227508545
Other CIS (EI)20144.740888595581055
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991271.9513244628906
Other Europe (EI)1992258.4276123046875
Other Europe (EI)2002276.8812561035156
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)19879.07699966430664
Other Middle East (EI)199214.031999588012695
Other Middle East (EI)200336.05500030517578
Other Middle East (EI)200635.73699951171875
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)19872.747999906539917
Other Northern Africa (EI)202027.205196380615234
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)199010.285672187805176
Other South and Central America (EI)19927.729882717132568
Other South and Central America (EI)199712.70140266418457
Other South and Central America (EI)200623.218217849731445
Other South and Central America (EI)200927.201112747192383
Other South and Central America (EI)202049.95718002319336
Other South and Central America (EI)202146.160240173339844
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19850.6579999923706055
Other Southern Africa (EI)19890.9520000219345093
Other Southern Africa (EI)20100.5742790699005127
Other Southern Africa (EI)20110.3116667866706848
Other Southern Africa (EI)20173.0919599533081055
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 82 / 7,496 (1.09%) (41 appeared, 41 disappeared)
countryyearcoal_electricity_generation_twh -coal_electricity_generation_twh +anomaly score
Oceania198589.3740005493164NaNdisappeared
Oceania198692.58699798583984NaNdisappeared
Oceania1987100.3479995727539NaNdisappeared
Oceania1988105.99800109863281NaNdisappeared
Oceania1989113.55999755859375NaNdisappeared
Oceania1990123.36299896240234NaNdisappeared
Oceania1991127.22154998779297NaNdisappeared
Oceania1992130.0023956298828NaNdisappeared
Oceania1993133.27740478515625NaNdisappeared
Oceania1994136.89410400390625NaNdisappeared
Oceania1995141.9353485107422NaNdisappeared
Oceania1996148.43089294433594NaNdisappeared
Oceania1997157.47384643554688NaNdisappeared
Oceania1998165.94590759277344NaNdisappeared
Oceania1999171.16140747070312NaNdisappeared
Oceania2000180.26025390625NaNdisappeared
Oceania2001179.87734985351562NaNdisappeared
Oceania2002171.8623046875NaNdisappeared
Oceania2003173.6060028076172NaNdisappeared
Oceania2004178.960693359375NaNdisappeared
Oceania2005182.97535705566406NaNdisappeared
Oceania2006185.76434326171875NaNdisappeared
Oceania2007185.48614501953125NaNdisappeared
Oceania2008184.2399444580078NaNdisappeared
Oceania2009182.02235412597656NaNdisappeared
Oceania2010176.0198516845703NaNdisappeared
Oceania2011171.9844970703125NaNdisappeared
Oceania2012165.3841552734375NaNdisappeared
Oceania2013155.44740295410156NaNdisappeared
Oceania2014155.22915649414062NaNdisappeared
Oceania2015162.20249938964844NaNdisappeared
Oceania2016162.35650634765625NaNdisappeared
Oceania2017159.16867065429688NaNdisappeared
Oceania2018156.5555419921875NaNdisappeared
Oceania2019149.84060668945312NaNdisappeared
Oceania2020142.93495178222656NaNdisappeared
Oceania2021137.39817810058594NaNdisappeared
Oceania2022129.20816040039062NaNdisappeared
Oceania2023125.97383880615234NaNdisappeared
Oceania2024127.80429077148438NaNdisappeared
Oceania2025122.65752410888672NaNdisappeared
South America1985NaN10.415946006774902appeared
South America1986NaN11.856964111328125appeared
South America1987NaN11.019981384277344appeared
South America1988NaN12.583660125732422appeared
South America1989NaN15.248712539672852appeared
South America1990NaN15.523214340209961appeared
South America1991NaN14.51301383972168appeared
South America1992NaN13.109360694885254appeared
South America1993NaN13.704916000366211appeared
South America1994NaN15.552329063415527appeared
South America1995NaN18.0146427154541appeared
South America1996NaN19.334693908691406appeared
South America1997NaN21.64167594909668appeared
South America1998NaN22.798158645629883appeared
South America1999NaN27.035972595214844appeared
South America2000NaN24.919198989868164appeared
South America2001NaN21.513999938964844appeared
South America2002NaN19.701200485229492appeared
South America2003NaN20.26799964904785appeared
South America2004NaN24.126882553100586appeared
South America2005NaN24.65223503112793appeared
South America2006NaN28.68110466003418appeared
South America2007NaN31.569551467895508appeared
South America2008NaN33.2506103515625appeared
South America2009NaN32.63175582885742appeared
South America2010NaN37.40522384643555appeared
South America2011NaN40.121742248535156appeared
South America2012NaN48.662933349609375appeared
South America2013NaN63.66745376586914appeared
South America2014NaN65.42412567138672appeared
South America2015NaN65.48464965820312appeared
South America2016NaN67.38597869873047appeared
South America2017NaN58.36393737792969appeared
South America2018NaN56.891929626464844appeared
South America2019NaN58.07770919799805appeared
South America2020NaN54.72771453857422appeared
South America2021NaN56.819580078125appeared
South America2022NaN39.78179931640625appeared
South America2023NaN37.072288513183594appeared
South America2024NaN38.178619384765625appeared
South America2025NaN35.87501525878906appeared
~ statistical_review_of_world_energy.coal_production_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_production_ej
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)198339.03438186645508
Non-OECD (EI)198543.231998443603516
Non-OECD (EI)200581.93345642089844
Non-OECD (EI)2012119.20845794677734
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)19870.0545494519174099
Other Africa (EI)20010.04374989494681358
Other Africa (EI)20150.2510052025318146
Other Africa (EI)20210.45679062604904175
Other Asia Pacific (EI)19841.2769267559051514
Other Asia Pacific (EI)19930.908370316028595
Other Asia Pacific (EI)20181.222222924232483
Other Asia Pacific (EI)20251.5361320972442627
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.02515641786158085
Other CIS (EI)20140.06338172405958176
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)19830.012973862700164318
Other Eastern Africa (EI)19920.012220942415297031
Other Eastern Africa (EI)20110.02101852186024189
Other Eastern Africa (EI)20140.18577255308628082
Other Eastern Africa (EI)20200.2761671245098114
Other Europe (EI)1967NaN
Other Europe (EI)19911.4420499801635742
Other Europe (EI)19921.3453692197799683
Other Europe (EI)20021.0000505447387695
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)19810.046081654727458954
Other South America (EI)19840.04912804439663887
Other South and Central America (EI)1977NaN
Other South and Central America (EI)19900.08597223460674286
Other South and Central America (EI)19920.06662960350513458
Other South and Central America (EI)19970.04607754573225975
Other South and Central America (EI)20060.016226239502429962
Other South and Central America (EI)20090.01600402034819126
Other South and Central America (EI)20200.01268726121634245
Other South and Central America (EI)20210.005171584896743298
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19850.014768593944609165
Other Southern Africa (EI)19890.019959891214966774
Other Southern Africa (EI)20100.02708360366523266
Other Southern Africa (EI)20110.02171097695827484
Other Southern Africa (EI)20170.05750412493944168
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.coal_production_mt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_production_mt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)19832001.2421875
Non-OECD (EI)19852175.221923828125
Non-OECD (EI)20053888.283447265625
Non-OECD (EI)20126041.9130859375
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)19872.3331139087677
Other Africa (EI)20011.8699159622192383
Other Africa (EI)20159.672586441040039
Other Africa (EI)202117.800737380981445
Other Asia Pacific (EI)198453.138145446777344
Other Asia Pacific (EI)199338.27345275878906
Other Asia Pacific (EI)201858.79316329956055
Other Asia Pacific (EI)202571.14912414550781
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20032.266200065612793
Other CIS (EI)20144.123130798339844
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)19830.5239999890327454
Other Eastern Africa (EI)19920.492000013589859
Other Eastern Africa (EI)20110.8352220058441162
Other Eastern Africa (EI)20146.955949783325195
Other Eastern Africa (EI)202010.523272514343262
Other Europe (EI)1967NaN
Other Europe (EI)1991125.45411682128906
Other Europe (EI)1992120.2427749633789
Other Europe (EI)200294.96627807617188
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)19811.68295156955719
Other South America (EI)19841.791032314300537
Other South and Central America (EI)1977NaN
Other South and Central America (EI)19903.11543345451355
Other South and Central America (EI)19922.4124367237091064
Other South and Central America (EI)19971.6828259229660034
Other South and Central America (EI)20060.8647059798240662
Other South and Central America (EI)20090.8571940064430237
Other South and Central America (EI)20200.43869614601135254
Other South and Central America (EI)20210.19029366970062256
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19850.6100000143051147
Other Southern Africa (EI)19890.8299999833106995
Other Southern Africa (EI)20101.1341429948806763
Other Southern Africa (EI)20110.9087790250778198
Other Southern Africa (EI)20172.4180591106414795
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.coal_production_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_production_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)198310842.8837890625
Non-OECD (EI)198512008.888671875
Non-OECD (EI)200522759.29296875
Non-OECD (EI)201233113.4609375
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)198715.15262508392334
Other Africa (EI)200112.152749061584473
Other Africa (EI)201569.72367095947266
Other Africa (EI)2021126.88628387451172
Other Asia Pacific (EI)1984354.7018737792969
Other Asia Pacific (EI)1993252.32508850097656
Other Asia Pacific (EI)2018339.5063781738281
Other Asia Pacific (EI)2025426.703369140625
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20036.987894058227539
Other CIS (EI)201417.606035232543945
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)19833.603850841522217
Other Eastern Africa (EI)19923.3947062492370605
Other Eastern Africa (EI)20115.838478088378906
Other Eastern Africa (EI)201451.603485107421875
Other Eastern Africa (EI)202076.71308898925781
Other Europe (EI)1967NaN
Other Europe (EI)1991400.5694274902344
Other Europe (EI)1992373.71368408203125
Other Europe (EI)2002277.79180908203125
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)198112.800459861755371
Other South America (EI)198413.646678924560547
Other South and Central America (EI)1977NaN
Other South and Central America (EI)199023.881175994873047
Other South and Central America (EI)199218.508222579956055
Other South and Central America (EI)199712.799318313598633
Other South and Central America (EI)20064.507288932800293
Other South and Central America (EI)20094.445561408996582
Other South and Central America (EI)20203.5242393016815186
Other South and Central America (EI)20211.4365513324737549
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19854.102387428283691
Other Southern Africa (EI)19895.544414043426514
Other Southern Africa (EI)20107.523223400115967
Other Southern Africa (EI)20116.030827045440674
Other Southern Africa (EI)201715.973367691040039
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.coal_reserves_anthracite_and_bituminous_mt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_reserves_anthracite_and_bituminous_mt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)20201784
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.coal_reserves_mt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_reserves_mt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)20201808
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.coal_reserves_subbituminous_and_lignite_mt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcoal_reserves_subbituminous_and_lignite_mt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)202024
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.cobalt_production_kt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcobalt_production_kt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)2020NaN
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)19951.0800000429153442
Rest of World (EI)19981.1729999780654907
Rest of World (EI)20136.683000087738037
Rest of World (EI)20203.365000009536743
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.cobalt_reserves_kt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearcobalt_reserves_kt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)2020NaN
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearelectricity_generation_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)200433.97399139404297
Central America (EI)201042.58797836303711
Central America (EI)201754.99299240112305
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)19859.73900032043457
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)19853321.925537109375
Non-OECD (EI)20057720.54541015625
Non-OECD (EI)201211797.873046875
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)198771.50902557373047
Other Africa (EI)2001126.70516967773438
Other Africa (EI)2015259.32568359375
Other Africa (EI)2021317.4720153808594
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)199341.82334518432617
Other Asia Pacific (EI)2018130.62733459472656
Other Asia Pacific (EI)2025185.60287475585938
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200341.99800109863281
Other CIS (EI)201444.13100051879883
Other Caribbean (EI)199653.99932098388672
Other Caribbean (EI)200271.42352294921875
Other Caribbean (EI)200675.988037109375
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)199172.57676696777344
Other Europe (EI)199259.70994186401367
Other Europe (EI)200262.577720642089844
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)198724.27400016784668
Other Middle East (EI)199232.84299850463867
Other Middle East (EI)200370.29540252685547
Other Middle East (EI)200686.76439666748047
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)198712.5
Other Northern Africa (EI)202051.06105422973633
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)199095.02886962890625
Other South and Central America (EI)1992102.1207046508789
Other South and Central America (EI)1997142.62277221679688
Other South and Central America (EI)2006181.50526428222656
Other South and Central America (EI)2009187.89381408691406
Other South and Central America (EI)2020209.69476318359375
Other South and Central America (EI)2021213.35171508789062
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19852.1679999828338623
Other Southern Africa (EI)19892.5859999656677246
Other Southern Africa (EI)20102.830902099609375
Other Southern Africa (EI)20112.8920140266418457
Other Southern Africa (EI)20175.6586127281188965
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)199024.34502410888672
Western Africa (EI)201152.73352813720703
~ Changed values: 41 / 7,496 (0.55%) (41 appeared)
countryyearelectricity_generation_twh -electricity_generation_twh +anomaly score
South America1985NaN358.1834716796875appeared
South America1986NaN386.5303955078125appeared
South America1987NaN405.2611999511719appeared
South America1988NaN426.41888427734375appeared
South America1989NaN437.917724609375appeared
South America1990NaN447.0577087402344appeared
South America1991NaN472.82806396484375appeared
South America1992NaN484.3262023925781appeared
South America1993NaN514.5714721679688appeared
South America1994NaN539.7415161132812appeared
South America1995NaN571.0771484375appeared
South America1996NaN600.1006469726562appeared
South America1997NaN634.2703247070312appeared
South America1998NaN659.026123046875appeared
South America1999NaN677.4136962890625appeared
South America2000NaN709.2047729492188appeared
South America2001NaN694.1076049804688appeared
South America2002NaN714.2846069335938appeared
South America2003NaN749.3970947265625appeared
South America2004NaN790.351318359375appeared
South America2005NaN826.5629272460938appeared
South America2006NaN867.4366455078125appeared
South America2007NaN910.3377685546875appeared
South America2008NaN950.2359619140625appeared
South America2009NaN960.9609985351562appeared
South America2010NaN1015.1542358398438appeared
South America2011NaN1053.7999267578125appeared
South America2012NaN1100.048095703125appeared
South America2013NaN1136.4754638671875appeared
South America2014NaN1155.179443359375appeared
South America2015NaN1159.45947265625appeared
South America2016NaN1164.718994140625appeared
South America2017NaN1167.543701171875appeared
South America2018NaN1173.147216796875appeared
South America2019NaN1184.364990234375appeared
South America2020NaN1171.31884765625appeared
South America2021NaN1219.1939697265625appeared
South America2022NaN1243.79833984375appeared
South America2023NaN1299.956298828125appeared
South America2024NaN1347.7655029296875appeared
South America2025NaN1366.11572265625appeared
~ statistical_review_of_world_energy.gas_consumption_bcfd 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_consumption_bcfd
Central America (EI)1970NaN
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20100.0
Central America (EI)20170.0
Eastern Africa (EI)19799.675249748397619e-05
Middle Africa (EI)19670.0015988349914550781
Middle Africa (EI)19850.039702389389276505
Non-OECD (EI)196515.272387504577637
Non-OECD (EI)196718.751359939575195
Non-OECD (EI)197950.02501678466797
Non-OECD (EI)198363.28007888793945
Non-OECD (EI)198571.94828033447266
Non-OECD (EI)2005127.76898956298828
Non-OECD (EI)2012167.82057189941406
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.04339349642395973
Other Africa (EI)19870.8511728644371033
Other Africa (EI)20011.8115487098693848
Other Africa (EI)20153.9515063762664795
Other Africa (EI)20215.671800136566162
Other Asia Pacific (EI)19840.24747280776500702
Other Asia Pacific (EI)19930.2980567514896393
Other Asia Pacific (EI)20181.0524816513061523
Other Asia Pacific (EI)20250.9629106521606445
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.3840535283088684
Other CIS (EI)20140.509119987487793
Other Caribbean (EI)19960.004647931084036827
Other Caribbean (EI)20020.1257428377866745
Other Caribbean (EI)20060.21068476140499115
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.047366153448820114
Other Europe (EI)19910.7619822025299072
Other Europe (EI)19920.7226273417472839
Other Europe (EI)20020.30464211106300354
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.004719103220850229
Other Middle East (EI)19870.5441718697547913
Other Middle East (EI)19920.8513518571853638
Other Middle East (EI)20031.6924488544464111
Other Middle East (EI)20061.8261160850524902
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.09911809861660004
Other Northern Africa (EI)19750.16267240047454834
Other Northern Africa (EI)19800.34035953879356384
Other Northern Africa (EI)19870.5186683535575867
Other Northern Africa (EI)20201.327431082725525
Other South America (EI)19810.03317159414291382
Other South America (EI)19840.02281944639980793
Other South and Central America (EI)19770.018675167113542557
Other South and Central America (EI)19900.07295254617929459
Other South and Central America (EI)19920.0793909952044487
Other South and Central America (EI)19970.10723452270030975
Other South and Central America (EI)20060.38388413190841675
Other South and Central America (EI)20090.4768730103969574
Other South and Central America (EI)20200.8049854636192322
Other South and Central America (EI)20210.9132823944091797
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.016606029123067856
Western Africa (EI)19900.37205448746681213
Western Africa (EI)20111.1903562545776367
~ Changed values: 5 / 7,496 (0.07%) (5 disappeared)
countryyeargas_consumption_bcfd -gas_consumption_bcfd +anomaly score
Oceania19650.0002851779863703996NaNdisappeared
Oceania19660.0003802370047196746NaNdisappeared
Oceania19670.0003802370047196746NaNdisappeared
Oceania19680.002938787918537855NaNdisappeared
Oceania19690.03992491960525513NaNdisappeared
~ statistical_review_of_world_energy.gas_consumption_bcm 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_consumption_bcm
Central America (EI)1970NaN
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20100.0
Central America (EI)20170.0
Eastern Africa (EI)19790.0010000000474974513
Middle Africa (EI)19670.01652500033378601
Middle Africa (EI)19850.4103499948978424
Non-OECD (EI)1965157.8500518798828
Non-OECD (EI)1967193.8074951171875
Non-OECD (EI)1979517.0410766601562
Non-OECD (EI)1983654.040771484375
Non-OECD (EI)1985743.6322631835938
Non-OECD (EI)20051320.5755615234375
Non-OECD (EI)20121739.286865234375
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.44850000739097595
Other Africa (EI)19878.797425270080566
Other Africa (EI)200118.723533630371094
Other Africa (EI)201540.84138870239258
Other Africa (EI)202158.621742248535156
Other Asia Pacific (EI)19842.5648000240325928
Other Asia Pacific (EI)19933.0806102752685547
Other Asia Pacific (EI)201810.878082275390625
Other Asia Pacific (EI)20259.95230770111084
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20033.9694430828094482
Other CIS (EI)20145.262086391448975
Other Caribbean (EI)19960.04817099869251251
Other Caribbean (EI)20021.2996339797973633
Other Caribbean (EI)20062.1775639057159424
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.48956000804901123
Other Europe (EI)19917.875581741333008
Other Europe (EI)19927.489286422729492
Other Europe (EI)20023.148674488067627
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.048774998635053635
Other Middle East (EI)19875.624370098114014
Other Middle East (EI)19928.823383331298828
Other Middle East (EI)200317.4925594329834
Other Middle East (EI)200618.874095916748047
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19731.0244499444961548
Other Northern Africa (EI)19751.6813249588012695
Other Northern Africa (EI)19803.527475118637085
Other Northern Africa (EI)19875.360774993896484
Other Northern Africa (EI)202013.757452011108398
Other South America (EI)19810.342849999666214
Other South America (EI)19840.23649999499320984
Other South and Central America (EI)19770.19302000105381012
Other South and Central America (EI)19900.7540119886398315
Other South and Central America (EI)19920.822805643081665
Other South and Central America (EI)19971.108338475227356
Other South and Central America (EI)20063.9676918983459473
Other South and Central America (EI)20094.928792476654053
Other South and Central America (EI)20208.342843055725098
Other South and Central America (EI)20219.439367294311523
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.17163412272930145
Western Africa (EI)19903.8454248905181885
Western Africa (EI)201112.303106307983398
~ Changed values: 5 / 7,496 (0.07%) (5 disappeared)
countryyeargas_consumption_bcm -gas_consumption_bcm +anomaly score
Oceania19650.0029474999755620956NaNdisappeared
Oceania19660.003930000122636557NaNdisappeared
Oceania19670.003930000122636557NaNdisappeared
Oceania19680.030457500368356705NaNdisappeared
Oceania19690.4126499891281128NaNdisappeared
~ statistical_review_of_world_energy.gas_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_consumption_ej
Central America (EI)1970NaN
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20100.0
Central America (EI)20170.0
Eastern Africa (EI)19793.600000127335079e-05
Middle Africa (EI)19670.0005948999896645546
Middle Africa (EI)19850.014772599563002586
Non-OECD (EI)19655.6826019287109375
Non-OECD (EI)19676.977069854736328
Non-OECD (EI)197918.61347770690918
Non-OECD (EI)198323.545467376708984
Non-OECD (EI)198526.770761489868164
Non-OECD (EI)200547.54071807861328
Non-OECD (EI)201262.61432647705078
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.01614600047469139
Other Africa (EI)19870.3167072832584381
Other Africa (EI)20010.6740472316741943
Other Africa (EI)20151.470289945602417
Other Africa (EI)20212.110382556915283
Other Asia Pacific (EI)19840.09233280271291733
Other Asia Pacific (EI)19930.11090196669101715
Other Asia Pacific (EI)20180.3916109800338745
Other Asia Pacific (EI)20250.35828307271003723
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.14289994537830353
Other CIS (EI)20140.18943510949611664
Other Caribbean (EI)19960.0017341560451313853
Other Caribbean (EI)20020.046786822378635406
Other Caribbean (EI)20060.07839230448007584
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.017624160274863243
Other Europe (EI)19910.2835209369659424
Other Europe (EI)19920.2696143090724945
Other Europe (EI)20020.11335227638483047
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0017558999825268984
Other Middle East (EI)19870.2024773210287094
Other Middle East (EI)19920.3176417946815491
Other Middle East (EI)20030.6297321319580078
Other Middle East (EI)20060.679467499256134
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.03688019886612892
Other Northern Africa (EI)19750.060527700930833817
Other Northern Africa (EI)19800.12698911130428314
Other Northern Africa (EI)19870.19298790395259857
Other Northern Africa (EI)20200.4952682554721832
Other South America (EI)19810.012342600151896477
Other South America (EI)19840.008514000102877617
Other South and Central America (EI)19770.006948720198124647
Other South and Central America (EI)19900.027144432067871094
Other South and Central America (EI)19920.029621003195643425
Other South and Central America (EI)19970.03990018740296364
Other South and Central America (EI)20060.14283691346645355
Other South and Central America (EI)20090.17743653059005737
Other South and Central America (EI)20200.3003423511981964
Other South and Central America (EI)20210.33981722593307495
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.006178827956318855
Western Africa (EI)19900.13843530416488647
Western Africa (EI)20110.442911833524704
~ Changed values: 500 / 7,496 (6.67%) (500 appeared) — showing the 100 most anomalous rows
countryyeargas_consumption_ej -gas_consumption_ej +anomaly score
Cyprus1965NaN0.0appeared
Cyprus1966NaN0.0appeared
Cyprus1967NaN0.0appeared
Cyprus1968NaN0.0appeared
Cyprus1969NaN0.0appeared
Cyprus1970NaN0.0appeared
Cyprus1971NaN0.0appeared
Cyprus1972NaN0.0appeared
Cyprus1973NaN0.0appeared
Cyprus1974NaN0.0appeared
Cyprus1975NaN0.0appeared
Cyprus1976NaN0.0appeared
Cyprus1977NaN0.0appeared
Cyprus1978NaN0.0appeared
Cyprus1979NaN0.0appeared
Cyprus1980NaN0.0appeared
Cyprus1981NaN0.0appeared
Cyprus1982NaN0.0appeared
Cyprus1983NaN0.0appeared
Cyprus1984NaN0.0appeared
Cyprus1985NaN0.0appeared
Cyprus1986NaN0.0appeared
Cyprus1987NaN0.0appeared
Cyprus1988NaN0.0appeared
Cyprus1989NaN0.0appeared
Cyprus1990NaN0.0appeared
Cyprus1991NaN0.0appeared
Cyprus1992NaN0.0appeared
Cyprus1993NaN0.0appeared
Cyprus1994NaN0.0appeared
Cyprus1995NaN0.0appeared
Cyprus1996NaN0.0appeared
Cyprus1997NaN0.0appeared
Cyprus1998NaN0.0appeared
Cyprus1999NaN0.0appeared
Cyprus2000NaN0.0appeared
Cyprus2001NaN0.0appeared
Cyprus2002NaN0.0appeared
Cyprus2003NaN0.0appeared
Cyprus2004NaN0.0appeared
Cyprus2005NaN0.0appeared
Cyprus2008NaN0.0appeared
Cyprus2009NaN0.0appeared
Cyprus2010NaN0.0appeared
Cyprus2011NaN0.0appeared
Cyprus2012NaN0.0appeared
Cyprus2013NaN0.0appeared
Cyprus2014NaN0.0appeared
Cyprus2015NaN0.0appeared
Cyprus2016NaN0.0appeared
Cyprus2017NaN0.0appeared
Cyprus2018NaN0.0appeared
Cyprus2019NaN0.0appeared
Cyprus2020NaN0.0appeared
Cyprus2021NaN0.0appeared
Cyprus2022NaN0.0appeared
Cyprus2023NaN0.0appeared
Cyprus2024NaN0.0appeared
Cyprus2025NaN0.0appeared
Denmark1965NaN0.0appeared
Denmark1966NaN0.0appeared
Denmark1967NaN0.0appeared
Denmark1968NaN0.0appeared
Denmark1969NaN0.0appeared
Denmark1970NaN0.0appeared
Denmark1971NaN0.0appeared
Denmark1972NaN0.0appeared
Denmark1973NaN0.0appeared
Denmark1974NaN0.0appeared
Denmark1975NaN0.0appeared
Denmark1976NaN0.0appeared
Denmark1977NaN0.0appeared
Denmark1978NaN0.0appeared
Denmark1979NaN0.0appeared
Denmark1980NaN0.0appeared
Denmark1981NaN0.0appeared
Denmark1982NaN0.0appeared
Ecuador1965NaN0.0appeared
Ecuador1966NaN0.0appeared
Ecuador1967NaN0.0appeared
Ecuador1968NaN0.0appeared
Ecuador1969NaN0.0appeared
Finland1965NaN0.0appeared
Finland1966NaN0.0appeared
Finland1967NaN0.0appeared
Finland1968NaN0.0appeared
Finland1969NaN0.0appeared
Finland1970NaN0.0appeared
Finland1971NaN0.0appeared
Finland1972NaN0.0appeared
Finland1973NaN0.0appeared
Greece1965NaN0.0appeared
Greece1966NaN0.0appeared
Greece1967NaN0.0appeared
Greece1968NaN0.0appeared
Greece1969NaN0.0appeared
Greece1970NaN0.0appeared
Greece1971NaN0.0appeared
Greece1972NaN0.0appeared
Greece1973NaN0.0appeared
~ statistical_review_of_world_energy.gas_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_consumption_twh
Central America (EI)1970NaN
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20100.0
Central America (EI)20170.0
Eastern Africa (EI)19790.010000000707805157
Middle Africa (EI)19670.1652500033378601
Middle Africa (EI)19854.103499889373779
Non-OECD (EI)19651578.50048828125
Non-OECD (EI)19671938.074951171875
Non-OECD (EI)19795170.41064453125
Non-OECD (EI)19836540.40771484375
Non-OECD (EI)19857436.32275390625
Non-OECD (EI)200513205.7548828125
Non-OECD (EI)201217392.869140625
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19704.485000133514404
Other Africa (EI)198787.9742431640625
Other Africa (EI)2001187.23533630371094
Other Africa (EI)2015408.41387939453125
Other Africa (EI)2021586.2174072265625
Other Asia Pacific (EI)198425.648000717163086
Other Asia Pacific (EI)199330.806102752685547
Other Asia Pacific (EI)2018108.78083038330078
Other Asia Pacific (EI)202599.52307891845703
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200339.694427490234375
Other CIS (EI)201452.62086486816406
Other Caribbean (EI)19960.4817100167274475
Other Caribbean (EI)200212.996339797973633
Other Caribbean (EI)200621.7756404876709
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19674.895599842071533
Other Europe (EI)199178.75581359863281
Other Europe (EI)199274.89286041259766
Other Europe (EI)200231.486743927001953
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.48774999380111694
Other Middle East (EI)198756.24370193481445
Other Middle East (EI)199288.23383331298828
Other Middle East (EI)2003174.92559814453125
Other Middle East (EI)2006188.740966796875
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)197310.244500160217285
Other Northern Africa (EI)197516.813249588012695
Other Northern Africa (EI)198035.27475357055664
Other Northern Africa (EI)198753.607749938964844
Other Northern Africa (EI)2020137.5745086669922
Other South America (EI)19813.428499937057495
Other South America (EI)19842.365000009536743
Other South and Central America (EI)19771.9302000999450684
Other South and Central America (EI)19907.5401201248168945
Other South and Central America (EI)19928.228056907653809
Other South and Central America (EI)199711.083385467529297
Other South and Central America (EI)200639.67692184448242
Other South and Central America (EI)200949.287925720214844
Other South and Central America (EI)202083.42842864990234
Other South and Central America (EI)202194.3936767578125
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19661.7163411378860474
Western Africa (EI)199038.45425033569336
Western Africa (EI)2011123.03106689453125
~ Changed values: 500 / 7,496 (6.67%) (500 appeared) — showing the 100 most anomalous rows
countryyeargas_consumption_twh -gas_consumption_twh +anomaly score
Cyprus1965NaN0.0appeared
Cyprus1966NaN0.0appeared
Cyprus1967NaN0.0appeared
Cyprus1968NaN0.0appeared
Cyprus1969NaN0.0appeared
Cyprus1970NaN0.0appeared
Cyprus1971NaN0.0appeared
Cyprus1972NaN0.0appeared
Cyprus1973NaN0.0appeared
Cyprus1974NaN0.0appeared
Cyprus1975NaN0.0appeared
Cyprus1976NaN0.0appeared
Cyprus1977NaN0.0appeared
Cyprus1978NaN0.0appeared
Cyprus1979NaN0.0appeared
Cyprus1980NaN0.0appeared
Cyprus1981NaN0.0appeared
Cyprus1982NaN0.0appeared
Cyprus1983NaN0.0appeared
Cyprus1984NaN0.0appeared
Cyprus1985NaN0.0appeared
Cyprus1986NaN0.0appeared
Cyprus1987NaN0.0appeared
Cyprus1988NaN0.0appeared
Cyprus1989NaN0.0appeared
Cyprus1990NaN0.0appeared
Cyprus1991NaN0.0appeared
Cyprus1992NaN0.0appeared
Cyprus1993NaN0.0appeared
Cyprus1994NaN0.0appeared
Cyprus1995NaN0.0appeared
Cyprus1996NaN0.0appeared
Cyprus1997NaN0.0appeared
Cyprus1998NaN0.0appeared
Cyprus1999NaN0.0appeared
Cyprus2000NaN0.0appeared
Cyprus2001NaN0.0appeared
Cyprus2002NaN0.0appeared
Cyprus2003NaN0.0appeared
Cyprus2004NaN0.0appeared
Cyprus2005NaN0.0appeared
Cyprus2008NaN0.0appeared
Cyprus2009NaN0.0appeared
Cyprus2010NaN0.0appeared
Cyprus2011NaN0.0appeared
Cyprus2012NaN0.0appeared
Cyprus2013NaN0.0appeared
Cyprus2014NaN0.0appeared
Cyprus2015NaN0.0appeared
Cyprus2016NaN0.0appeared
Cyprus2017NaN0.0appeared
Cyprus2018NaN0.0appeared
Cyprus2019NaN0.0appeared
Cyprus2020NaN0.0appeared
Cyprus2021NaN0.0appeared
Cyprus2022NaN0.0appeared
Cyprus2023NaN0.0appeared
Cyprus2024NaN0.0appeared
Cyprus2025NaN0.0appeared
Denmark1965NaN0.0appeared
Denmark1966NaN0.0appeared
Denmark1967NaN0.0appeared
Denmark1968NaN0.0appeared
Denmark1969NaN0.0appeared
Denmark1970NaN0.0appeared
Denmark1971NaN0.0appeared
Denmark1972NaN0.0appeared
Denmark1973NaN0.0appeared
Denmark1974NaN0.0appeared
Denmark1975NaN0.0appeared
Denmark1976NaN0.0appeared
Denmark1977NaN0.0appeared
Denmark1978NaN0.0appeared
Denmark1979NaN0.0appeared
Denmark1980NaN0.0appeared
Denmark1981NaN0.0appeared
Denmark1982NaN0.0appeared
Ecuador1965NaN0.0appeared
Ecuador1966NaN0.0appeared
Ecuador1967NaN0.0appeared
Ecuador1968NaN0.0appeared
Ecuador1969NaN0.0appeared
Finland1965NaN0.0appeared
Finland1966NaN0.0appeared
Finland1967NaN0.0appeared
Finland1968NaN0.0appeared
Finland1969NaN0.0appeared
Finland1970NaN0.0appeared
Finland1971NaN0.0appeared
Finland1972NaN0.0appeared
Finland1973NaN0.0appeared
Greece1965NaN0.0appeared
Greece1966NaN0.0appeared
Greece1967NaN0.0appeared
Greece1968NaN0.0appeared
Greece1969NaN0.0appeared
Greece1970NaN0.0appeared
Greece1971NaN0.0appeared
Greece1972NaN0.0appeared
Greece1973NaN0.0appeared
~ statistical_review_of_world_energy.gas_electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_electricity_generation_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985809.0199584960938
Non-OECD (EI)20051691.9669189453125
Non-OECD (EI)20122384.764892578125
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)198719.868000030517578
Other Africa (EI)200152.50699996948242
Other Africa (EI)2015158.42713928222656
Other Africa (EI)2021204.10897827148438
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)199342.1414794921875
Other Asia Pacific (EI)2018222.5644073486328
Other Asia Pacific (EI)2025224.76905822753906
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200390.80284118652344
Other CIS (EI)2014131.0018310546875
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)199169.93082427978516
Other Europe (EI)199261.51398468017578
Other Europe (EI)2002112.92416381835938
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)198722.878690719604492
Other Middle East (EI)199234.54899978637695
Other Middle East (EI)200362.961692810058594
Other Middle East (EI)2006108.00084686279297
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)198714.131999969482422
Other Northern Africa (EI)2020123.70748901367188
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)199026.82402229309082
Other South and Central America (EI)199229.48624610900879
Other South and Central America (EI)199740.77650833129883
Other South and Central America (EI)200663.08354187011719
Other South and Central America (EI)200971.21456909179688
Other South and Central America (EI)202087.91374969482422
Other South and Central America (EI)202196.79829406738281
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.0
Other Southern Africa (EI)20110.0
Other Southern Africa (EI)20170.0
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 82 / 7,496 (1.09%) (41 appeared, 41 disappeared)
countryyeargas_electricity_generation_twh -gas_electricity_generation_twh +anomaly score
Oceania198511.50100040435791NaNdisappeared
Oceania198613.784000396728516NaNdisappeared
Oceania198713.98900032043457NaNdisappeared
Oceania198814.718000411987305NaNdisappeared
Oceania198915.128000259399414NaNdisappeared
Oceania199012.565500259399414NaNdisappeared
Oceania199111.202500343322754NaNdisappeared
Oceania199211.96399974822998NaNdisappeared
Oceania199312.246999740600586NaNdisappeared
Oceania199413.555999755859375NaNdisappeared
Oceania199513.678999900817871NaNdisappeared
Oceania199611.935500144958496NaNdisappeared
Oceania199712.180000305175781NaNdisappeared
Oceania199814.467499732971191NaNdisappeared
Oceania199916.12299919128418NaNdisappeared
Oceania200016.757999420166016NaNdisappeared
Oceania200124.500499725341797NaNdisappeared
Oceania200230.552650451660156NaNdisappeared
Oceania200330.147350311279297NaNdisappeared
Oceania200427.36115074157715NaNdisappeared
Oceania200523.264400482177734NaNdisappeared
Oceania200627.287900924682617NaNdisappeared
Oceania200733.40285110473633NaNdisappeared
Oceania200836.308101654052734NaNdisappeared
Oceania200941.12289810180664NaNdisappeared
Oceania201046.79079818725586NaNdisappeared
Oceania201148.78390121459961NaNdisappeared
Oceania201249.8125NaNdisappeared
Oceania201352.72365188598633NaNdisappeared
Oceania201453.6554069519043NaNdisappeared
Oceania201549.70555877685547NaNdisappeared
Oceania201648.11050033569336NaNdisappeared
Oceania201755.087772369384766NaNdisappeared
Oceania201851.4647216796875NaNdisappeared
Oceania201955.71058654785156NaNdisappeared
Oceania202053.053287506103516NaNdisappeared
Oceania202147.63101577758789NaNdisappeared
Oceania202250.81840133666992NaNdisappeared
Oceania202346.92381286621094NaNdisappeared
Oceania202448.84418487548828NaNdisappeared
Oceania202544.21910858154297NaNdisappeared
South America1985NaN36.26648712158203appeared
South America1986NaN37.80280303955078appeared
South America1987NaN36.179481506347656appeared
South America1988NaN46.00127029418945appeared
South America1989NaN45.93510437011719appeared
South America1990NaN43.40144348144531appeared
South America1991NaN45.89544677734375appeared
South America1992NaN46.692378997802734appeared
South America1993NaN50.12835693359375appeared
South America1994NaN50.995391845703125appeared
South America1995NaN59.335330963134766appeared
South America1996NaN66.25553894042969appeared
South America1997NaN69.14351654052734appeared
South America1998NaN77.82769012451172appeared
South America1999NaN84.35279846191406appeared
South America2000NaN93.03553771972656appeared
South America2001NaN101.5477294921875appeared
South America2002NaN101.40011596679688appeared
South America2003NaN109.91812133789062appeared
South America2004NaN126.94367218017578appeared
South America2005NaN125.8879165649414appeared
South America2006NaN123.25149536132812appeared
South America2007NaN124.0762939453125appeared
South America2008NaN140.60122680664062appeared
South America2009NaN129.59669494628906appeared
South America2010NaN166.81143188476562appeared
South America2011NaN157.79200744628906appeared
South America2012NaN192.59715270996094appeared
South America2013NaN223.98233032226562appeared
South America2014NaN234.26559448242188appeared
South America2015NaN248.56887817382812appeared
South America2016NaN237.71241760253906appeared
South America2017NaN233.70887756347656appeared
South America2018NaN223.10986328125appeared
South America2019NaN225.55186462402344appeared
South America2020NaN209.2519989013672appeared
South America2021NaN242.11404418945312appeared
South America2022NaN191.4798583984375appeared
South America2023NaN193.7398681640625appeared
South America2024NaN208.37213134765625appeared
South America2025NaN212.5033721923828appeared
~ statistical_review_of_world_energy.gas_production_bcfd 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_production_bcfd
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)197954.87709426879883
Non-OECD (EI)198371.22386932373047
Non-OECD (EI)198584.09783172607422
Non-OECD (EI)2005163.9903564453125
Non-OECD (EI)2012208.2626190185547
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.009963184595108032
Other Africa (EI)19870.1070072278380394
Other Africa (EI)20010.6754711270332336
Other Africa (EI)20152.101630449295044
Other Africa (EI)20212.8822622299194336
Other Asia Pacific (EI)19840.870804488658905
Other Asia Pacific (EI)19930.8010485172271729
Other Asia Pacific (EI)20182.6034955978393555
Other Asia Pacific (EI)20251.856854796409607
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.03840072080492973
Other CIS (EI)20140.032054562121629715
Other Caribbean (EI)19960.0045357150956988335
Other Caribbean (EI)20020.061942208558321
Other Caribbean (EI)20060.10409528762102127
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)19911.5884919166564941
Other Europe (EI)19921.541150450706482
Other Europe (EI)20021.04628324508667
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)19920.012827868573367596
Other Middle East (EI)20030.0218135267496109
Other Middle East (EI)20060.018983663991093636
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.022117888554930687
Other Northern Africa (EI)19750.035429783165454865
Other Northern Africa (EI)19800.054611217230558395
Other Northern Africa (EI)19870.0547511987388134
Other Northern Africa (EI)20200.19306239485740662
Other South America (EI)19810.07944134622812271
Other South America (EI)19840.09740324318408966
Other South and Central America (EI)19770.12320782244205475
Other South and Central America (EI)19900.2317066639661789
Other South and Central America (EI)19920.26755034923553467
Other South and Central America (EI)19970.2702586352825165
Other South and Central America (EI)20060.39396291971206665
Other South and Central America (EI)20090.36771541833877563
Other South and Central America (EI)20200.2613844871520996
Other South and Central America (EI)20210.25147387385368347
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)19740.0
Other Western Africa (EI)19800.0
Other Western Africa (EI)19810.0
Other Western Africa (EI)19900.0006264719995670021
Other Western Africa (EI)19980.08328068256378174
Other Western Africa (EI)20080.1503022462129593
Other Western Africa (EI)20250.9957287907600403
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 56 / 7,496 (0.75%) (56 disappeared)
countryyeargas_production_bcfd -gas_production_bcfd +anomaly score
Oceania19700.16742028295993805NaNdisappeared
Oceania19710.24987958371639252NaNdisappeared
Oceania19720.3577226996421814NaNdisappeared
Oceania19730.4554024040699005NaNdisappeared
Oceania19740.5195801854133606NaNdisappeared
Oceania19750.5579713582992554NaNdisappeared
Oceania19760.6568644642829895NaNdisappeared
Oceania19770.7524290680885315NaNdisappeared
Oceania19780.8100640177726746NaNdisappeared
Oceania19790.932453989982605NaNdisappeared
Oceania19801.0677945613861084NaNdisappeared
Oceania19811.160491943359375NaNdisappeared
Oceania19821.1318187713623047NaNdisappeared
Oceania19831.2294806241989136NaNdisappeared
Oceania19841.2091630697250366NaNdisappeared
Oceania19851.2960251569747925NaNdisappeared
Oceania19861.4157723188400269NaNdisappeared
Oceania19871.445430040359497NaNdisappeared
Oceania19881.4762048721313477NaNdisappeared
Oceania19891.7132511138916016NaNdisappeared
Oceania19901.9941799640655518NaNdisappeared
Oceania19912.0875802040100098NaNdisappeared
Oceania19922.251415491104126NaNdisappeared
Oceania19932.359203577041626NaNdisappeared
Oceania19942.7082202434539795NaNdisappeared
Oceania19952.8634839057922363NaNdisappeared
Oceania19962.8593010902404785NaNdisappeared
Oceania19972.86751651763916NaNdisappeared
Oceania19982.9290568828582764NaNdisappeared
Oceania19992.9715144634246826NaNdisappeared
Oceania20003.009690284729004NaNdisappeared
Oceania20013.1581292152404785NaNdisappeared
Oceania20023.1929447650909424NaNdisappeared
Oceania20033.26493501663208NaNdisappeared
Oceania20043.4668493270874023NaNdisappeared
Oceania20053.6993589401245117NaNdisappeared
Oceania20063.9361071586608887NaNdisappeared
Oceania20074.136283874511719NaNdisappeared
Oceania20084.02190637588501NaNdisappeared
Oceania20094.51810884475708NaNdisappeared
Oceania20105.091649532318115NaNdisappeared
Oceania20115.268320083618164NaNdisappeared
Oceania20125.623889446258545NaNdisappeared
Oceania20135.860935688018799NaNdisappeared
Oceania20146.315463542938232NaNdisappeared
Oceania20157.188486576080322NaNdisappeared
Oceania20169.07757568359375NaNdisappeared
Oceania201710.671282768249512NaNdisappeared
Oceania201812.326448440551758NaNdisappeared
Oceania201914.135771751403809NaNdisappeared
Oceania202014.059904098510742NaNdisappeared
Oceania202114.312212944030762NaNdisappeared
Oceania202214.923022270202637NaNdisappeared
Oceania202314.581682205200195NaNdisappeared
Oceania202414.69446849822998NaNdisappeared
Oceania202514.374885559082031NaNdisappeared
~ statistical_review_of_world_energy.gas_production_bcm 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_production_bcm
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979567.1904296875
Non-OECD (EI)1983736.14501953125
Non-OECD (EI)1985869.205810546875
Non-OECD (EI)20051694.9468994140625
Non-OECD (EI)20122158.427001953125
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.1029760017991066
Other Africa (EI)19871.1059892177581787
Other Africa (EI)20016.981432914733887
Other Africa (EI)201521.721717834472656
Other Africa (EI)202129.790054321289062
Other Asia Pacific (EI)19849.024989128112793
Other Asia Pacific (EI)19938.27935791015625
Other Asia Pacific (EI)201826.9088191986084
Other Asia Pacific (EI)202519.191801071166992
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.3968964219093323
Other CIS (EI)20140.33130475878715515
Other Caribbean (EI)19960.04700800031423569
Other Caribbean (EI)20020.6402130126953125
Other Caribbean (EI)20061.0758925676345825
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)199116.4180965423584
Other Europe (EI)199215.972433090209961
Other Europe (EI)200210.814017295837402
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)19920.13294760882854462
Other Middle East (EI)20030.22545698285102844
Other Middle East (EI)20060.19620852172374725
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.22860276699066162
Other Northern Africa (EI)19750.3661898672580719
Other Northern Africa (EI)19800.5659888982772827
Other Northern Africa (EI)19870.5658892393112183
Other Northern Africa (EI)20202.000892400741577
Other South America (EI)19810.8210780024528503
Other South America (EI)19841.009484052658081
Other South and Central America (EI)19771.273432970046997
Other South and Central America (EI)19902.39483904838562
Other South and Central America (EI)19922.7728829383850098
Other South and Central America (EI)19972.7932984828948975
Other South and Central America (EI)20064.071862697601318
Other South and Central America (EI)20093.8005778789520264
Other South and Central America (EI)20202.7089803218841553
Other South and Central America (EI)20212.5991458892822266
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)19740.0
Other Western Africa (EI)19800.0
Other Western Africa (EI)19810.0
Other Western Africa (EI)19900.00647500017657876
Other Western Africa (EI)19980.860759973526001
Other Western Africa (EI)20081.557727575302124
Other Western Africa (EI)202510.291504859924316
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 56 / 7,496 (0.75%) (56 disappeared)
countryyeargas_production_bcm -gas_production_bcm +anomaly score
Oceania19701.7303974628448486NaNdisappeared
Oceania19712.582667827606201NaNdisappeared
Oceania19723.7074263095855713NaNdisappeared
Oceania19734.70688009262085NaNdisappeared
Oceania19745.370199203491211NaNdisappeared
Oceania19755.76699686050415NaNdisappeared
Oceania19766.8077216148376465NaNdisappeared
Oceania19777.776843547821045NaNdisappeared
Oceania19788.372537612915039NaNdisappeared
Oceania19799.637517929077148NaNdisappeared
Oceania198011.066587448120117NaNdisappeared
Oceania198111.994439125061035NaNdisappeared
Oceania198211.698083877563477NaNdisappeared
Oceania198312.70748233795166NaNdisappeared
Oceania198412.531726837158203NaNdisappeared
Oceania198513.395262718200684NaNdisappeared
Oceania198614.632927894592285NaNdisappeared
Oceania198714.939458847045898NaNdisappeared
Oceania198815.299339294433594NaNdisappeared
Oceania198917.707563400268555NaNdisappeared
Oceania199020.611146926879883NaNdisappeared
Oceania199121.576499938964844NaNdisappeared
Oceania199223.333595275878906NaNdisappeared
Oceania199324.38390350341797NaNdisappeared
Oceania199427.9912166595459NaNdisappeared
Oceania199529.59596824645996NaNdisappeared
Oceania199629.633703231811523NaNdisappeared
Oceania199729.63764762878418NaNdisappeared
Oceania199830.27370834350586NaNdisappeared
Oceania199930.712533950805664NaNdisappeared
Oceania200031.192331314086914NaNdisappeared
Oceania200132.641319274902344NaNdisappeared
Oceania200233.00115966796875NaNdisappeared
Oceania200333.74522399902344NaNdisappeared
Oceania200435.93031311035156NaNdisappeared
Oceania200538.23527908325195NaNdisappeared
Oceania200640.682228088378906NaNdisappeared
Oceania200742.75118637084961NaNdisappeared
Oceania200841.68290328979492NaNdisappeared
Oceania200946.697593688964844NaNdisappeared
Oceania201052.625511169433594NaNdisappeared
Oceania201154.45151138305664NaNdisappeared
Oceania201258.28580856323242NaNdisappeared
Oceania201360.57658386230469NaNdisappeared
Oceania201465.27442169189453NaNdisappeared
Oceania201574.29768371582031NaNdisappeared
Oceania201694.07969665527344NaNdisappeared
Oceania2017110.29464721679688NaNdisappeared
Oceania2018127.40186309814453NaNdisappeared
Oceania2019146.10238647460938NaNdisappeared
Oceania2020145.7163848876953NaNdisappeared
Oceania2021147.926025390625NaNdisappeared
Oceania2022154.2391357421875NaNdisappeared
Oceania2023150.71116638183594NaNdisappeared
Oceania2024152.29298400878906NaNdisappeared
Oceania2025148.57379150390625NaNdisappeared
~ statistical_review_of_world_energy.gas_production_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_production_ej
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)197920.418855667114258
Non-OECD (EI)198326.501220703125
Non-OECD (EI)198531.29140853881836
Non-OECD (EI)200561.018089294433594
Non-OECD (EI)201277.703369140625
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0037071360275149345
Other Africa (EI)19870.03981561213731766
Other Africa (EI)20010.2513315975666046
Other Africa (EI)20150.7819818258285522
Other Africa (EI)20211.0724419355392456
Other Asia Pacific (EI)19840.3248995840549469
Other Asia Pacific (EI)19930.29805687069892883
Other Asia Pacific (EI)20180.9687175154685974
Other Asia Pacific (EI)20250.6909048557281494
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.014288270846009254
Other CIS (EI)20140.011926970444619656
Other Caribbean (EI)19960.0016922879731282592
Other Caribbean (EI)20020.023047666996717453
Other Caribbean (EI)20060.0387321300804615
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)19910.5910515189170837
Other Europe (EI)19920.5750076174736023
Other Europe (EI)20020.38930463790893555
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)19920.0047861142084002495
Other Middle East (EI)20030.008116452023386955
Other Middle East (EI)20060.007063507102429867
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.008229698985815048
Other Northern Africa (EI)19750.013182834722101688
Other Northern Africa (EI)19800.020375600084662437
Other Northern Africa (EI)19870.02037201263010502
Other Northern Africa (EI)20200.07203212380409241
Other South America (EI)19810.029558807611465454
Other South America (EI)19840.03634142503142357
Other South and Central America (EI)19770.04584358632564545
Other South and Central America (EI)19900.08621419966220856
Other South and Central America (EI)19920.09982378035783768
Other South and Central America (EI)19970.10055875033140182
Other South and Central America (EI)20060.1465870589017868
Other South and Central America (EI)20090.13682080805301666
Other South and Central America (EI)20200.0975232869386673
Other South and Central America (EI)20210.09356925636529922
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)19740.0
Other Western Africa (EI)19800.0
Other Western Africa (EI)19810.0
Other Western Africa (EI)19900.0002330999996047467
Other Western Africa (EI)19980.030987359583377838
Other Western Africa (EI)20080.056078191846609116
Other Western Africa (EI)20250.37049418687820435
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 56 / 7,496 (0.75%) (56 disappeared)
countryyeargas_production_ej -gas_production_ej +anomaly score
Oceania19700.062294308096170425NaNdisappeared
Oceania19710.09297604858875275NaNdisappeared
Oceania19720.13346734642982483NaNdisappeared
Oceania19730.16944767534732819NaNdisappeared
Oceania19740.1933271586894989NaNdisappeared
Oceania19750.20761188864707947NaNdisappeared
Oceania19760.245077982544899NaNdisappeared
Oceania19770.2799663841724396NaNdisappeared
Oceania19780.30141136050224304NaNdisappeared
Oceania19790.3469506502151489NaNdisappeared
Oceania19800.39839717745780945NaNdisappeared
Oceania19810.4317997992038727NaNdisappeared
Oceania19820.4211310148239136NaNdisappeared
Oceania19830.4574693441390991NaNdisappeared
Oceania19840.45114216208457947NaNdisappeared
Oceania19850.48222944140434265NaNdisappeared
Oceania19860.5267854332923889NaNdisappeared
Oceania19870.5378205180168152NaNdisappeared
Oceania19880.5507761836051941NaNdisappeared
Oceania19890.6374723315238953NaNdisappeared
Oceania19900.7420012950897217NaNdisappeared
Oceania19910.7767540216445923NaNdisappeared
Oceania19920.8400094509124756NaNdisappeared
Oceania19930.8778204917907715NaNdisappeared
Oceania19941.0076837539672852NaNdisappeared
Oceania19951.0654548406600952NaNdisappeared
Oceania19961.066813349723816NaNdisappeared
Oceania19971.066955327987671NaNdisappeared
Oceania19981.0898535251617432NaNdisappeared
Oceania19991.1056511402130127NaNdisappeared
Oceania20001.1229238510131836NaNdisappeared
Oceania20011.1750874519348145NaNdisappeared
Oceania20021.1880418062210083NaNdisappeared
Oceania20031.2148281335830688NaNdisappeared
Oceania20041.293491244316101NaNdisappeared
Oceania20051.3764700889587402NaNdisappeared
Oceania20061.4645601511001587NaNdisappeared
Oceania20071.5390427112579346NaNdisappeared
Oceania20081.5005844831466675NaNdisappeared
Oceania20091.681113362312317NaNdisappeared
Oceania20101.8945183753967285NaNdisappeared
Oceania20111.960254430770874NaNdisappeared
Oceania20122.0982890129089355NaNdisappeared
Oceania20132.1807570457458496NaNdisappeared
Oceania20142.349879264831543NaNdisappeared
Oceania20152.6747164726257324NaNdisappeared
Oceania20163.386869192123413NaNdisappeared
Oceania20173.970607280731201NaNdisappeared
Oceania20184.5864667892456055NaNdisappeared
Oceania20195.25968599319458NaNdisappeared
Oceania20205.245789527893066NaNdisappeared
Oceania20215.325336933135986NaNdisappeared
Oceania20225.552608966827393NaNdisappeared
Oceania20235.425601959228516NaNdisappeared
Oceania20245.482547760009766NaNdisappeared
Oceania20255.34865665435791NaNdisappeared
~ statistical_review_of_world_energy.gas_production_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_production_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)19795671.904296875
Non-OECD (EI)19837361.4501953125
Non-OECD (EI)19858692.0576171875
Non-OECD (EI)200516949.46875
Non-OECD (EI)201221584.26953125
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19701.0297600030899048
Other Africa (EI)198711.059892654418945
Other Africa (EI)200169.8143310546875
Other Africa (EI)2015217.21717834472656
Other Africa (EI)2021297.9005432128906
Other Asia Pacific (EI)198490.24988555908203
Other Asia Pacific (EI)199382.79357147216797
Other Asia Pacific (EI)2018269.08819580078125
Other Asia Pacific (EI)2025191.9180145263672
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20033.968964099884033
Other CIS (EI)20143.313047409057617
Other Caribbean (EI)19960.4700799882411957
Other Caribbean (EI)20026.402129650115967
Other Caribbean (EI)200610.758925437927246
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991164.1809844970703
Other Europe (EI)1992159.72433471679688
Other Europe (EI)2002108.14017486572266
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)19921.3294761180877686
Other Middle East (EI)20032.2545700073242188
Other Middle East (EI)20061.962085247039795
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19732.286027431488037
Other Northern Africa (EI)19753.661898612976074
Other Northern Africa (EI)19805.659888744354248
Other Northern Africa (EI)19875.658892631530762
Other Northern Africa (EI)202020.008922576904297
Other South America (EI)19818.210780143737793
Other South America (EI)198410.094840049743652
Other South and Central America (EI)197712.734329223632812
Other South and Central America (EI)199023.948389053344727
Other South and Central America (EI)199227.72882843017578
Other South and Central America (EI)199727.932985305786133
Other South and Central America (EI)200640.7186279296875
Other South and Central America (EI)200938.00577926635742
Other South and Central America (EI)202027.089801788330078
Other South and Central America (EI)202125.9914608001709
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)19740.0
Other Western Africa (EI)19800.0
Other Western Africa (EI)19810.0
Other Western Africa (EI)19900.06475000083446503
Other Western Africa (EI)19988.607600212097168
Other Western Africa (EI)200815.577275276184082
Other Western Africa (EI)2025102.91505432128906
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 56 / 7,496 (0.75%) (56 disappeared)
countryyeargas_production_twh -gas_production_twh +anomaly score
Oceania197017.303974151611328NaNdisappeared
Oceania197125.826679229736328NaNdisappeared
Oceania197237.07426452636719NaNdisappeared
Oceania197347.06879806518555NaNdisappeared
Oceania197453.701988220214844NaNdisappeared
Oceania197557.66996765136719NaNdisappeared
Oceania197668.07721710205078NaNdisappeared
Oceania197777.76844024658203NaNdisappeared
Oceania197883.72537994384766NaNdisappeared
Oceania197996.37518310546875NaNdisappeared
Oceania1980110.66588592529297NaNdisappeared
Oceania1981119.94438934326172NaNdisappeared
Oceania1982116.9808349609375NaNdisappeared
Oceania1983127.07482147216797NaNdisappeared
Oceania1984125.31726837158203NaNdisappeared
Oceania1985133.95262145996094NaNdisappeared
Oceania1986146.32928466796875NaNdisappeared
Oceania1987149.39459228515625NaNdisappeared
Oceania1988152.99337768554688NaNdisappeared
Oceania1989177.07565307617188NaNdisappeared
Oceania1990206.11146545410156NaNdisappeared
Oceania1991215.76499938964844NaNdisappeared
Oceania1992233.33595275878906NaNdisappeared
Oceania1993243.83901977539062NaNdisappeared
Oceania1994279.9121398925781NaNdisappeared
Oceania1995295.9596862792969NaNdisappeared
Oceania1996296.3370361328125NaNdisappeared
Oceania1997296.37646484375NaNdisappeared
Oceania1998302.7370910644531NaNdisappeared
Oceania1999307.12530517578125NaNdisappeared
Oceania2000311.92327880859375NaNdisappeared
Oceania2001326.4131774902344NaNdisappeared
Oceania2002330.0116271972656NaNdisappeared
Oceania2003337.4522705078125NaNdisappeared
Oceania2004359.3031311035156NaNdisappeared
Oceania2005382.3528137207031NaNdisappeared
Oceania2006406.822265625NaNdisappeared
Oceania2007427.5118713378906NaNdisappeared
Oceania2008416.8290100097656NaNdisappeared
Oceania2009466.9759216308594NaNdisappeared
Oceania2010526.255126953125NaNdisappeared
Oceania2011544.51513671875NaNdisappeared
Oceania2012582.8580322265625NaNdisappeared
Oceania2013605.765869140625NaNdisappeared
Oceania2014652.7442626953125NaNdisappeared
Oceania2015742.976806640625NaNdisappeared
Oceania2016940.7969970703125NaNdisappeared
Oceania20171102.9464111328125NaNdisappeared
Oceania20181274.0185546875NaNdisappeared
Oceania20191461.02392578125NaNdisappeared
Oceania20201457.163818359375NaNdisappeared
Oceania20211479.26025390625NaNdisappeared
Oceania20221542.391357421875NaNdisappeared
Oceania20231507.1116943359375NaNdisappeared
Oceania20241522.929931640625NaNdisappeared
Oceania20251485.7379150390625NaNdisappeared
~ statistical_review_of_world_energy.gas_reserves_m3 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargas_reserves_m3
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)198362503395080566
Non-OECD (EI)198567498657226562
Non-OECD (EI)2005139045852661132
Non-OECD (EI)2012163434143066406
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987757437527179
Other Africa (EI)20011045413970947
Other Africa (EI)20151192712068557
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984226199999451
Other Asia Pacific (EI)1993262470006942
Other Asia Pacific (EI)2018195114016532
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20037144915871
Other CIS (EI)20143566171508
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991314512521028
Other Europe (EI)1992314401805400
Other Europe (EI)2002170067325234
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)198727300000190
Other Middle East (EI)19924875000100
Other Middle East (EI)20035849999841
Other Middle East (EI)20064875000100
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990157295972108
Other South and Central America (EI)1992155805721879
Other South and Central America (EI)1997140609994530
Other South and Central America (EI)200662915399670
Other South and Central America (EI)200964732201397
Other South and Central America (EI)202052823573350
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.graphite_production_kt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargraphite_production_kt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)2020NaN
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)199599.79100036621094
Rest of World (EI)199893.16400146484375
Rest of World (EI)201345.65700149536133
Rest of World (EI)202053.5099983215332
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.graphite_reserves_kt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeargraphite_reserves_kt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)2020NaN
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.hydro_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearhydro_consumption_ej
Central America (EI)19700.00842652004212141
Central America (EI)19730.00949248019605875
Central America (EI)19790.017478719353675842
Central America (EI)19830.02230452001094818
Central America (EI)20040.05772792547941208
Central America (EI)20100.0775453969836235
Central America (EI)20170.09746386855840683
Eastern Africa (EI)19790.0711899995803833
Middle Africa (EI)19670.013845600187778473
Middle Africa (EI)19850.03292199969291687
Non-OECD (EI)19650.737838089466095
Non-OECD (EI)19670.8140872120857239
Non-OECD (EI)19792.0663845539093018
Non-OECD (EI)19832.3928842544555664
Non-OECD (EI)19852.7512316703796387
Non-OECD (EI)20055.649973392486572
Non-OECD (EI)20127.960981369018555
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.07556560635566711
Other Africa (EI)19870.13372546434402466
Other Africa (EI)20010.22984133660793304
Other Africa (EI)20150.3762827217578888
Other Africa (EI)20210.4871949851512909
Other Asia Pacific (EI)19840.054745808243751526
Other Asia Pacific (EI)19930.07285559177398682
Other Asia Pacific (EI)20180.2515607476234436
Other Asia Pacific (EI)20250.4033200442790985
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.11434680223464966
Other CIS (EI)20140.11476151645183563
Other Caribbean (EI)19960.005286423023790121
Other Caribbean (EI)20020.006219871807843447
Other Caribbean (EI)20060.009061126038432121
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.04027538746595383
Other Europe (EI)19910.10263056308031082
Other Europe (EI)19920.08892874419689178
Other Europe (EI)20020.09787066280841827
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.002001600107178092
Other Middle East (EI)19870.012560400180518627
Other Middle East (EI)19920.012149999849498272
Other Middle East (EI)20030.014794859103858471
Other Middle East (EI)20060.01706206612288952
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0002555999963078648
Other Northern Africa (EI)19750.00011159999849041924
Other Northern Africa (EI)19808.27999974717386e-05
Other Northern Africa (EI)19870.0004068000125698745
Other Northern Africa (EI)20200.0001655999949434772
Other South America (EI)19810.01838551089167595
Other South America (EI)19840.026064401492476463
Other South and Central America (EI)19770.027758214622735977
Other South and Central America (EI)19900.17102117836475372
Other South and Central America (EI)19920.17537294328212738
Other South and Central America (EI)19970.2681128680706024
Other South and Central America (EI)20060.29351770877838135
Other South and Central America (EI)20090.306184321641922
Other South and Central America (EI)20200.2999936044216156
Other South and Central America (EI)20210.296774685382843
Other Southern Africa (EI)19667.560000085504726e-05
Other Southern Africa (EI)19680.00012599999899975955
Other Southern Africa (EI)19730.0004391999973449856
Other Southern Africa (EI)19850.004993199836462736
Other Southern Africa (EI)19890.005040000192821026
Other Southern Africa (EI)20100.007328520063310862
Other Southern Africa (EI)20110.008016839623451233
Other Southern Africa (EI)20170.007959960028529167
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.003352372907102108
Western Africa (EI)19900.042901527136564255
Western Africa (EI)20110.06215551123023033
~ Changed values: 73 / 7,496 (0.97%) (6 revised, 61 appeared, 6 disappeared)
countryyearhydro_consumption_ej -hydro_consumption_ej +anomaly score
Iran20210.00.04977700114250183100%
USSR19720.70075440406799320.4424360096454620423%
Upper-middle-income countries19721.16330111026763920.904982686042785612%
Europe19721.99901795387268071.74069952964782716.9%
Asia20216.9685554504394537.0183324813842770.36%
Upper-middle-income countries20217.47123003005981457.5210070610046390.33%
Bangladesh19650.0NaNdisappeared
Bangladesh19660.0NaNdisappeared
Bangladesh19670.0NaNdisappeared
Bangladesh19680.0NaNdisappeared
Bangladesh19690.0NaNdisappeared
Bangladesh19700.0NaNdisappeared
South America1965NaN0.1424935907125473appeared
South America1966NaN0.15874280035495758appeared
South America1967NaN0.16794940829277039appeared
South America1968NaN0.17838247120380402appeared
South America1969NaN0.1923675239086151appeared
South America1970NaN0.22636976838111877appeared
South America1971NaN0.2513546347618103appeared
South America1972NaN0.2854396402835846appeared
South America1973NaN0.3222646415233612appeared
South America1974NaN0.37115493416786194appeared
South America1975NaN0.4046099781990051appeared
South America1976NaN0.4512135684490204appeared
South America1977NaN0.5017744898796082appeared
South America1978NaN0.551018238067627appeared
South America1979NaN0.6247791051864624appeared
South America1980NaN0.7013965249061584appeared
South America1981NaN0.7086067795753479appeared
South America1982NaN0.7682204246520996appeared
South America1983NaN0.8263342976570129appeared
South America1984NaN0.9108186960220337appeared
South America1985NaN0.9860653281211853appeared
South America1986NaN1.0606639385223389appeared
South America1987NaN1.1326074600219727appeared
South America1988NaN1.1752009391784668appeared
South America1989NaN1.2057104110717773appeared
South America1990NaN1.2524561882019043appeared
South America1991NaN1.3409175872802734appeared
South America1992NaN1.3682711124420166appeared
South America1993NaN1.4743705987930298appeared
South America1994NaN1.5667353868484497appeared
South America1995NaN1.6242204904556274appeared
South America1996NaN1.6829770803451538appeared
South America1997NaN1.7814701795578003appeared
South America1998NaN1.8217469453811646appeared
South America1999NaN1.8169794082641602appeared
South America2000NaN1.9202288389205933appeared
South America2001NaN1.804118037223816appeared
South America2002NaN1.8925327062606812appeared
South America2003NaN1.9737844467163086appeared
South America2004NaN2.037431001663208appeared
South America2005NaN2.15804386138916appeared
South America2006NaN2.2563397884368896appeared
South America2007NaN2.3369617462158203appeared
South America2008NaN2.34857177734375appeared
South America2009NaN2.4141478538513184appeared
South America2010NaN2.4142723083496094appeared
South America2011NaN2.564126491546631appeared
South America2012NaN2.511483907699585appeared
South America2013NaN2.431502103805542appeared
South America2014NaN2.3612728118896484appeared
South America2015NaN2.3016111850738525appeared
South America2016NaN2.356651544570923appeared
South America2017NaN2.4166197776794434appeared
South America2018NaN2.476388931274414appeared
South America2019NaN2.4563562870025635appeared
South America2020NaN2.4062185287475586appeared
South America2021NaN2.2937259674072266appeared
South America2022NaN2.5620951652526855appeared
South America2023NaN2.6212804317474365appeared
South America2024NaN2.5701487064361572appeared
South America2025NaN2.527971029281616appeared
~ statistical_review_of_world_energy.hydro_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearhydro_consumption_twh
Central America (EI)19702.3406999111175537
Central America (EI)19732.6368000507354736
Central America (EI)19794.855199813842773
Central America (EI)19836.195700168609619
Central America (EI)200416.035533905029297
Central America (EI)201021.540388107299805
Central America (EI)201727.07329750061035
Eastern Africa (EI)197919.774999618530273
Middle Africa (EI)19673.8459999561309814
Middle Africa (EI)19859.144999504089355
Non-OECD (EI)1965204.9550323486328
Non-OECD (EI)1967226.1353302001953
Non-OECD (EI)1979573.9957275390625
Non-OECD (EI)1983664.6900634765625
Non-OECD (EI)1985764.2310180664062
Non-OECD (EI)20051569.43701171875
Non-OECD (EI)20122211.3837890625
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)197020.990446090698242
Other Africa (EI)198737.14596176147461
Other Africa (EI)200163.84481430053711
Other Africa (EI)2015104.52297973632812
Other Africa (EI)2021135.33193969726562
Other Asia Pacific (EI)198415.207168579101562
Other Asia Pacific (EI)199320.2376651763916
Other Asia Pacific (EI)201869.87798309326172
Other Asia Pacific (EI)2025112.0333480834961
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)200331.76300048828125
Other CIS (EI)201431.878198623657227
Other Caribbean (EI)19961.4684507846832275
Other Caribbean (EI)20021.7277421951293945
Other Caribbean (EI)20062.516979455947876
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)196711.187607765197754
Other Europe (EI)199128.50848960876465
Other Europe (EI)199224.702428817749023
Other Europe (EI)200227.186294555664062
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.5560000538825989
Other Middle East (EI)19873.489000082015991
Other Middle East (EI)19923.375
Other Middle East (EI)20034.109683036804199
Other Middle East (EI)20064.739462852478027
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.07100000232458115
Other Northern Africa (EI)19750.03099999949336052
Other Northern Africa (EI)19800.023000000044703484
Other Northern Africa (EI)19870.11300000548362732
Other Northern Africa (EI)20200.04600000008940697
Other South America (EI)19815.107086181640625
Other South America (EI)19847.240111351013184
Other South and Central America (EI)19777.710615158081055
Other South and Central America (EI)199047.505882263183594
Other South and Central America (EI)199248.71470642089844
Other South and Central America (EI)199774.47579956054688
Other South and Central America (EI)200681.53269958496094
Other South and Central America (EI)200985.05120086669922
Other South and Central America (EI)202083.33155822753906
Other South and Central America (EI)202182.43741607666016
Other Southern Africa (EI)19660.020999999716877937
Other Southern Africa (EI)19680.03500000014901161
Other Southern Africa (EI)19730.12200000137090683
Other Southern Africa (EI)19851.3869999647140503
Other Southern Africa (EI)19891.4000000953674316
Other Southern Africa (EI)20102.0357000827789307
Other Southern Africa (EI)20112.2268998622894287
Other Southern Africa (EI)20172.2111001014709473
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.9312146902084351
Western Africa (EI)199011.91709041595459
Western Africa (EI)201117.265419006347656
~ Changed values: 73 / 7,496 (0.97%) (6 revised, 61 appeared, 6 disappeared)
countryyearhydro_consumption_twh -hydro_consumption_twh +anomaly score
Iran20210.013.826944351196289100%
USSR1972194.6540069580078122.8988876342773423%
Upper-middle-income countries1972323.1391906738281251.384078979492212%
Europe1972555.2827758789062483.527648925781256.9%
Asia20211935.70996093751949.5368652343750.36%
Upper-middle-income countries20212075.3415527343752089.1687011718750.33%
Bangladesh19650.0NaNdisappeared
Bangladesh19660.0NaNdisappeared
Bangladesh19670.0NaNdisappeared
Bangladesh19680.0NaNdisappeared
Bangladesh19690.0NaNdisappeared
Bangladesh19700.0NaNdisappeared
South America1965NaN39.5815544128418appeared
South America1966NaN44.09522247314453appeared
South America1967NaN46.65261459350586appeared
South America1968NaN49.550689697265625appeared
South America1969NaN53.4354248046875appeared
South America1970NaN62.880489349365234appeared
South America1971NaN69.82073211669922appeared
South America1972NaN79.28878784179688appeared
South America1973NaN89.51795196533203appeared
South America1974NaN103.09858703613281appeared
South America1975NaN112.39166259765625appeared
South America1976NaN125.33710479736328appeared
South America1977NaN139.38180541992188appeared
South America1978NaN153.0606231689453appeared
South America1979NaN173.5497589111328appeared
South America1980NaN194.83236694335938appeared
South America1981NaN196.83522033691406appeared
South America1982NaN213.39456176757812appeared
South America1983NaN229.5373077392578appeared
South America1984NaN253.00518798828125appeared
South America1985NaN273.90704345703125appeared
South America1986NaN294.6288757324219appeared
South America1987NaN314.6131896972656appeared
South America1988NaN326.4447021484375appeared
South America1989NaN334.9195861816406appeared
South America1990NaN347.9045104980469appeared
South America1991NaN372.4770812988281appeared
South America1992NaN380.0753173828125appeared
South America1993NaN409.5473937988281appeared
South America1994NaN435.20428466796875appeared
South America1995NaN451.17236328125appeared
South America1996NaN467.49365234375appeared
South America1997NaN494.8528137207031appeared
South America1998NaN506.04083251953125appeared
South America1999NaN504.71649169921875appeared
South America2000NaN533.3969116210938appeared
South America2001NaN501.1438903808594appeared
South America2002NaN525.7034912109375appeared
South America2003NaN548.2734375appeared
South America2004NaN565.9530639648438appeared
South America2005NaN599.4566040039062appeared
South America2006NaN626.7610473632812appeared
South America2007NaN649.1560668945312appeared
South America2008NaN652.3810424804688appeared
South America2009NaN670.5966186523438appeared
South America2010NaN670.6312255859375appeared
South America2011NaN712.2573852539062appeared
South America2012NaN697.6343994140625appeared
South America2013NaN675.417236328125appeared
South America2014NaN655.9091186523438appeared
South America2015NaN639.33642578125appeared
South America2016NaN654.6254272460938appeared
South America2017NaN671.2832641601562appeared
South America2018NaN687.8858032226562appeared
South America2019NaN682.3212280273438appeared
South America2020NaN668.39404296875appeared
South America2021NaN637.1461181640625appeared
South America2022NaN711.693115234375appeared
South America2023NaN728.1334838867188appeared
South America2024NaN713.93017578125appeared
South America2025NaN702.2141723632812appeared
~ statistical_review_of_world_energy.hydro_electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearhydro_electricity_generation_twh
Central America (EI)19702.3406999111175537
Central America (EI)19732.6368000507354736
Central America (EI)19794.855199813842773
Central America (EI)19836.195700168609619
Central America (EI)200416.035533905029297
Central America (EI)201021.540388107299805
Central America (EI)201727.07329750061035
Eastern Africa (EI)197919.774999618530273
Middle Africa (EI)19673.8459999561309814
Middle Africa (EI)19859.145000457763672
Non-OECD (EI)1965204.9550323486328
Non-OECD (EI)1967226.1353302001953
Non-OECD (EI)1979573.9957275390625
Non-OECD (EI)1983664.6900634765625
Non-OECD (EI)1985764.2310180664062
Non-OECD (EI)20051569.43701171875
Non-OECD (EI)20122211.3837890625
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)197020.990446090698242
Other Africa (EI)198737.14596176147461
Other Africa (EI)200163.84481430053711
Other Africa (EI)2015104.52297973632812
Other Africa (EI)2021135.33193969726562
Other Asia Pacific (EI)198415.207168579101562
Other Asia Pacific (EI)199320.23766326904297
Other Asia Pacific (EI)201869.87799072265625
Other Asia Pacific (EI)2025112.0333480834961
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200331.76300048828125
Other CIS (EI)201431.87820053100586
Other Caribbean (EI)19961.4684507846832275
Other Caribbean (EI)20021.727742075920105
Other Caribbean (EI)20062.516979455947876
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)196711.187607765197754
Other Europe (EI)199128.50848960876465
Other Europe (EI)199224.702428817749023
Other Europe (EI)200227.186294555664062
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.5559999942779541
Other Middle East (EI)19873.489000082015991
Other Middle East (EI)19923.375
Other Middle East (EI)20034.109683036804199
Other Middle East (EI)20064.739462852478027
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.07100000232458115
Other Northern Africa (EI)19750.03099999949336052
Other Northern Africa (EI)19800.023000000044703484
Other Northern Africa (EI)19870.11299999803304672
Other Northern Africa (EI)20200.04600000008940697
Other South America (EI)19815.107086181640625
Other South America (EI)19847.240111351013184
Other South and Central America (EI)19777.710615158081055
Other South and Central America (EI)199047.505882263183594
Other South and Central America (EI)199248.71470642089844
Other South and Central America (EI)199774.47579193115234
Other South and Central America (EI)200681.5326919555664
Other South and Central America (EI)200985.05120086669922
Other South and Central America (EI)202083.33155822753906
Other South and Central America (EI)202182.43741607666016
Other Southern Africa (EI)19660.020999999716877937
Other Southern Africa (EI)19680.03500000014901161
Other Southern Africa (EI)19730.12200000137090683
Other Southern Africa (EI)19851.3869999647140503
Other Southern Africa (EI)19891.399999976158142
Other Southern Africa (EI)20102.0357000827789307
Other Southern Africa (EI)20112.226900100708008
Other Southern Africa (EI)20172.2111001014709473
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.9312147498130798
Western Africa (EI)199011.917091369628906
Western Africa (EI)201117.26542091369629
~ Changed values: 316 / 7,496 (4.22%) (316 appeared) — showing the 100 most anomalous rows
countryyearhydro_electricity_generation_twh -hydro_electricity_generation_twh +anomaly score
Cyprus2000NaN0.0appeared
Cyprus2001NaN0.0appeared
Cyprus2002NaN0.0appeared
Cyprus2003NaN0.0appeared
Cyprus2004NaN0.0appeared
Cyprus2005NaN0.0appeared
Cyprus2006NaN0.0appeared
Cyprus2007NaN0.0appeared
Cyprus2008NaN0.0appeared
Cyprus2009NaN0.0appeared
Cyprus2010NaN0.0appeared
Cyprus2011NaN0.0appeared
Cyprus2012NaN0.0appeared
Cyprus2013NaN0.0appeared
Cyprus2014NaN0.0appeared
Cyprus2015NaN0.0appeared
Cyprus2016NaN0.0appeared
Cyprus2017NaN0.0appeared
Cyprus2018NaN0.0appeared
Cyprus2019NaN0.0appeared
Cyprus2020NaN0.0appeared
Cyprus2021NaN0.0appeared
Cyprus2022NaN0.0appeared
Cyprus2023NaN0.0appeared
Cyprus2024NaN0.0appeared
Cyprus2025NaN0.0appeared
Hong Kong2000NaN0.0appeared
Hong Kong2001NaN0.0appeared
Hong Kong2002NaN0.0appeared
Hong Kong2003NaN0.0appeared
Hong Kong2004NaN0.0appeared
Hong Kong2005NaN0.0appeared
Hong Kong2006NaN0.0appeared
Hong Kong2007NaN0.0appeared
Israel1965NaN0.0appeared
Israel1966NaN0.0appeared
Israel1967NaN0.0appeared
Israel1968NaN0.0appeared
Israel1969NaN0.0appeared
Israel1970NaN0.0appeared
Kuwait2000NaN0.0appeared
Kuwait2001NaN0.0appeared
Kuwait2002NaN0.0appeared
Kuwait2003NaN0.0appeared
Kuwait2004NaN0.0appeared
Kuwait2005NaN0.0appeared
Kuwait2006NaN0.0appeared
Kuwait2007NaN0.0appeared
Kuwait2008NaN0.0appeared
Kuwait2009NaN0.0appeared
Kuwait2010NaN0.0appeared
Kuwait2011NaN0.0appeared
Kuwait2012NaN0.0appeared
Kuwait2013NaN0.0appeared
Kuwait2014NaN0.0appeared
Kuwait2015NaN0.0appeared
Kuwait2016NaN0.0appeared
Kuwait2017NaN0.0appeared
Kuwait2018NaN0.0appeared
Kuwait2019NaN0.0appeared
Kuwait2020NaN0.0appeared
Kuwait2021NaN0.0appeared
Kuwait2022NaN0.0appeared
Kuwait2023NaN0.0appeared
Kuwait2024NaN0.0appeared
Kuwait2025NaN0.0appeared
Oman1965NaN0.0appeared
Oman1966NaN0.0appeared
Oman1967NaN0.0appeared
Oman1968NaN0.0appeared
Oman1969NaN0.0appeared
Oman1970NaN0.0appeared
Oman1971NaN0.0appeared
Oman1972NaN0.0appeared
Oman1973NaN0.0appeared
Oman1974NaN0.0appeared
Oman1975NaN0.0appeared
Oman1976NaN0.0appeared
Oman1977NaN0.0appeared
Oman1978NaN0.0appeared
Oman1979NaN0.0appeared
Oman2000NaN0.0appeared
Oman2001NaN0.0appeared
Oman2002NaN0.0appeared
Oman2003NaN0.0appeared
Oman2004NaN0.0appeared
Oman2005NaN0.0appeared
Oman2006NaN0.0appeared
Oman2007NaN0.0appeared
Oman2008NaN0.0appeared
Oman2009NaN0.0appeared
Oman2010NaN0.0appeared
Oman2011NaN0.0appeared
Oman2012NaN0.0appeared
Oman2013NaN0.0appeared
Oman2014NaN0.0appeared
Oman2015NaN0.0appeared
Oman2016NaN0.0appeared
Oman2017NaN0.0appeared
Oman2018NaN0.0appeared
~ statistical_review_of_world_energy.lithium_production_kt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearlithium_production_kt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)2020NaN
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)19950.052000001072883606
Rest of World (EI)19980.02800000086426735
Rest of World (EI)20130.0
Rest of World (EI)20200.07999999821186066
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 31 / 7,496 (0.41%) (31 disappeared)
countryyearlithium_production_kt -lithium_production_kt +anomaly score
Oceania19952.2334814071655273NaNdisappeared
Oceania19963.8821356296539307NaNdisappeared
Oceania19971.576606273651123NaNdisappeared
Oceania19981.179995059967041NaNdisappeared
Oceania19991.5057013034820557NaNdisappeared
Oceania20001.8256938457489014NaNdisappeared
Oceania20012.2257890701293945NaNdisappeared
Oceania20022.204216480255127NaNdisappeared
Oceania20033.5NaNdisappeared
Oceania20043.301405191421509NaNdisappeared
Oceania20054.839465141296387NaNdisappeared
Oceania20066.190284729003906NaNdisappeared
Oceania20076.836289882659912NaNdisappeared
Oceania20086.67600154876709NaNdisappeared
Oceania20095.504116535186768NaNdisappeared
Oceania20108.465378761291504NaNdisappeared
Oceania201111.699999809265137NaNdisappeared
Oceania201212.699999809265137NaNdisappeared
Oceania201310.117349624633789NaNdisappeared
Oceania201412.374939918518066NaNdisappeared
Oceania201511.928996086120605NaNdisappeared
Oceania201614.0NaNdisappeared
Oceania201721.299999237060547NaNdisappeared
Oceania201857.0NaNdisappeared
Oceania201945.0NaNdisappeared
Oceania202039.70000076293945NaNdisappeared
Oceania202155.29999923706055NaNdisappeared
Oceania202274.69999694824219NaNdisappeared
Oceania202391.69999694824219NaNdisappeared
Oceania202482.69999694824219NaNdisappeared
Oceania202592.0NaNdisappeared
~ statistical_review_of_world_energy.lithium_reserves_kt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearlithium_reserves_kt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985NaN
Non-OECD (EI)2005NaN
Non-OECD (EI)2012NaN
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987NaN
Other Africa (EI)2001NaN
Other Africa (EI)2015NaN
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)1993NaN
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)2003NaN
Other CIS (EI)2014NaN
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991NaN
Other Europe (EI)1992NaN
Other Europe (EI)2002NaN
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)1987NaN
Other Middle East (EI)1992NaN
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)1990NaN
Other South and Central America (EI)1992NaN
Other South and Central America (EI)1997NaN
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)2020NaN
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 1 / 7,496 (0.01%) (1 disappeared)
countryyearlithium_reserves_kt -lithium_reserves_kt +anomaly score
Oceania20258400NaNdisappeared
~ statistical_review_of_world_energy.nuclear_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearnuclear_consumption_ej
Central America (EI)19700.0004909089766442776
Central America (EI)19730.000501818023622036
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20100.0
Central America (EI)20170.0
Eastern Africa (EI)19790.0
Middle Africa (EI)19670.0
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0202970989048481
Non-OECD (EI)19670.025002479553222656
Non-OECD (EI)19790.8423829674720764
Non-OECD (EI)19831.672232747077942
Non-OECD (EI)19852.4344873428344727
Non-OECD (EI)20054.434235095977783
Non-OECD (EI)20125.572825908660889
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0
Other Africa (EI)20010.0
Other Africa (EI)20150.0
Other Africa (EI)20210.0
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)20180.0
Other Asia Pacific (EI)20250.0
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.021796364337205887
Other CIS (EI)20140.02688872627913952
Other Caribbean (EI)19960.0
Other Caribbean (EI)20020.0
Other Caribbean (EI)20060.0
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.0
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)20030.0
Other Middle East (EI)20060.0
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.0
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0
Other South and Central America (EI)20060.0
Other South and Central America (EI)20090.0
Other South and Central America (EI)20200.0
Other South and Central America (EI)20210.0
Other Southern Africa (EI)19660.0
Other Southern Africa (EI)19680.0
Other Southern Africa (EI)19730.0
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.0
Other Southern Africa (EI)20110.0
Other Southern Africa (EI)20170.0
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.0
Western Africa (EI)19900.0
Western Africa (EI)20110.0
~ statistical_review_of_world_energy.nuclear_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearnuclear_consumption_twh
Central America (EI)19700.13636361062526703
Central America (EI)19730.1393938958644867
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20100.0
Central America (EI)20170.0
Eastern Africa (EI)19790.0
Middle Africa (EI)19670.0
Middle Africa (EI)19850.0
Non-OECD (EI)19655.638082981109619
Non-OECD (EI)19676.945133209228516
Non-OECD (EI)1979233.99526977539062
Non-OECD (EI)1983464.50909423828125
Non-OECD (EI)1985676.2464599609375
Non-OECD (EI)20051231.73193359375
Non-OECD (EI)20121548.0072021484375
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0
Other Africa (EI)20010.0
Other Africa (EI)20150.0
Other Africa (EI)20210.0
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)20180.0
Other Asia Pacific (EI)20250.0
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20036.054545879364014
Other CIS (EI)20147.469090461730957
Other Caribbean (EI)19960.0
Other Caribbean (EI)20020.0
Other Caribbean (EI)20060.0
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.0
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)20030.0
Other Middle East (EI)20060.0
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.0
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0
Other South and Central America (EI)20060.0
Other South and Central America (EI)20090.0
Other South and Central America (EI)20200.0
Other South and Central America (EI)20210.0
Other Southern Africa (EI)19660.0
Other Southern Africa (EI)19680.0
Other Southern Africa (EI)19730.0
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.0
Other Southern Africa (EI)20110.0
Other Southern Africa (EI)20170.0
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.0
Western Africa (EI)19900.0
Western Africa (EI)20110.0
~ statistical_review_of_world_energy.nuclear_electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearnuclear_electricity_generation_twh
Central America (EI)19700.04500000178813934
Central America (EI)19730.04600000008940697
Central America (EI)19790.0
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)20170.0
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)19850.0
Non-OECD (EI)19651.8605674505233765
Non-OECD (EI)19672.29189395904541
Non-OECD (EI)197977.21843719482422
Non-OECD (EI)1983153.28799438476562
Non-OECD (EI)1985223.16134643554688
Non-OECD (EI)2005406.4715576171875
Non-OECD (EI)2012510.8423767089844
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0
Other Africa (EI)2001NaN
Other Africa (EI)20150.0
Other Africa (EI)20210.0
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)2018NaN
Other Asia Pacific (EI)20250.0
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20031.9980000257492065
Other CIS (EI)20142.4647998809814453
Other Caribbean (EI)19960.0
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.0
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)2003NaN
Other Middle East (EI)2006NaN
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0
Other South and Central America (EI)2006NaN
Other South and Central America (EI)2009NaN
Other South and Central America (EI)20200.0
Other South and Central America (EI)20210.0
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)19900.0
Western Africa (EI)2011NaN
~ statistical_review_of_world_energy.oil_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_consumption_ej
Central America (EI)19700.17062239348888397
Central America (EI)19730.20623376965522766
Central America (EI)19790.2794378697872162
Central America (EI)19830.24823325872421265
Central America (EI)20040.655786395072937
Central America (EI)20100.7419506907463074
Central America (EI)20170.9419563412666321
Eastern Africa (EI)19790.3701438009738922
Middle Africa (EI)19670.0889526829123497
Middle Africa (EI)19850.1987118422985077
Non-OECD (EI)196516.425546646118164
Non-OECD (EI)196718.871000289916992
Non-OECD (EI)197941.993736267089844
Non-OECD (EI)198343.765132904052734
Non-OECD (EI)198544.39272689819336
Non-OECD (EI)200568.39331817626953
Non-OECD (EI)201288.41105651855469
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.7551736235618591
Other Africa (EI)19871.6355615854263306
Other Africa (EI)20012.3973581790924072
Other Africa (EI)20154.064511775970459
Other Africa (EI)20214.664193630218506
Other Asia Pacific (EI)19840.34985679388046265
Other Asia Pacific (EI)19930.32892662286758423
Other Asia Pacific (EI)20181.0827088356018066
Other Asia Pacific (EI)20251.4060449600219727
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.07369909435510635
Other CIS (EI)20140.15019528567790985
Other Caribbean (EI)19961.2684825658798218
Other Caribbean (EI)20021.6860944032669067
Other Caribbean (EI)20061.7368758916854858
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.2521347999572754
Other Europe (EI)19910.560645580291748
Other Europe (EI)19920.43230071663856506
Other Europe (EI)20020.5168327689170837
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.21076048910617828
Other Middle East (EI)19870.7947534322738647
Other Middle East (EI)19920.931749701499939
Other Middle East (EI)20031.2944961786270142
Other Middle East (EI)20061.5748181343078613
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.13532185554504395
Other Northern Africa (EI)19750.14724543690681458
Other Northern Africa (EI)19800.30562925338745117
Other Northern Africa (EI)19870.4374183416366577
Other Northern Africa (EI)20200.5575881600379944
Other South America (EI)19810.21463991701602936
Other South America (EI)19840.1723059117794037
Other South and Central America (EI)19771.6894270181655884
Other South and Central America (EI)19901.7000069618225098
Other South and Central America (EI)19921.7107455730438232
Other South and Central America (EI)19972.1091904640197754
Other South and Central America (EI)20062.716170072555542
Other South and Central America (EI)20092.526008367538452
Other South and Central America (EI)20202.3271987438201904
Other South and Central America (EI)20212.5095486640930176
Other Southern Africa (EI)19660.003187403082847595
Other Southern Africa (EI)19680.003338955109938979
Other Southern Africa (EI)19730.00472278892993927
Other Southern Africa (EI)19850.009420802816748619
Other Southern Africa (EI)19890.015213209204375744
Other Southern Africa (EI)20100.08857604116201401
Other Southern Africa (EI)20110.09163317084312439
Other Southern Africa (EI)20170.10854575037956238
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.18398426473140717
Western Africa (EI)19900.6149511933326721
Western Africa (EI)20111.2195756435394287
~ Changed values: 61 / 7,496 (0.81%) (61 appeared)
countryyearoil_consumption_ej -oil_consumption_ej +anomaly score
South America1965NaN2.6959011554718018appeared
South America1966NaN2.8708271980285645appeared
South America1967NaN2.940943717956543appeared
South America1968NaN3.1804676055908203appeared
South America1969NaN3.310169219970703appeared
South America1970NaN3.470062255859375appeared
South America1971NaN3.6816906929016113appeared
South America1972NaN3.9487411975860596appeared
South America1973NaN4.311363220214844appeared
South America1974NaN4.548584461212158appeared
South America1975NaN4.555108547210693appeared
South America1976NaN4.776124954223633appeared
South America1977NaN4.990912437438965appeared
South America1978NaN5.236226558685303appeared
South America1979NaN5.530982494354248appeared
South America1980NaN5.593761444091797appeared
South America1981NaN5.460519313812256appeared
South America1982NaN5.417917728424072appeared
South America1983NaN5.192586898803711appeared
South America1984NaN5.0971903800964355appeared
South America1985NaN5.111510276794434appeared
South America1986NaN5.393303871154785appeared
South America1987NaN5.52057409286499appeared
South America1988NaN5.692506790161133appeared
South America1989NaN5.630644798278809appeared
South America1990NaN5.6043548583984375appeared
South America1991NaN5.6850433349609375appeared
South America1992NaN6.022397994995117appeared
South America1993NaN6.08305025100708appeared
South America1994NaN6.481350421905518appeared
South America1995NaN6.782232761383057appeared
South America1996NaN6.940433979034424appeared
South America1997NaN7.37501859664917appeared
South America1998NaN7.5546722412109375appeared
South America1999NaN7.65840482711792appeared
South America2000NaN7.745087146759033appeared
South America2001NaN7.802043914794922appeared
South America2002NaN7.72763204574585appeared
South America2003NaN7.411311626434326appeared
South America2004NaN7.851539611816406appeared
South America2005NaN8.080794334411621appeared
South America2006NaN8.390013694763184appeared
South America2007NaN8.952743530273438appeared
South America2008NaN9.413082122802734appeared
South America2009NaN9.419742584228516appeared
South America2010NaN9.833829879760742appeared
South America2011NaN10.291311264038086appeared
South America2012NaN10.854198455810547appeared
South America2013NaN11.166680335998535appeared
South America2014NaN11.240832328796387appeared
South America2015NaN10.742622375488281appeared
South America2016NaN10.421609878540039appeared
South America2017NaN10.217623710632324appeared
South America2018NaN9.834095001220703appeared
South America2019NaN9.824118614196777appeared
South America2020NaN8.570013999938965appeared
South America2021NaN9.581771850585938appeared
South America2022NaN10.238719940185547appeared
South America2023NaN10.46476936340332appeared
South America2024NaN10.301318168640137appeared
South America2025NaN10.36223316192627appeared
~ statistical_review_of_world_energy.oil_consumption_kbd 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_consumption_kbd
Central America (EI)197079.23482513427734
Central America (EI)197395.89041137695312
Central America (EI)1979129.63587951660156
Central America (EI)1983115.47413635253906
Central America (EI)2004307.9433898925781
Central America (EI)2010352.18975830078125
Central America (EI)2017453.3348388671875
Eastern Africa (EI)1979174.45469665527344
Middle Africa (EI)196741.481658935546875
Middle Africa (EI)198593.92816925048828
Non-OECD (EI)19657631.62939453125
Non-OECD (EI)19678774.3095703125
Non-OECD (EI)197919712.20703125
Non-OECD (EI)198320667.357421875
Non-OECD (EI)198521040.537109375
Non-OECD (EI)200533807.5703125
Non-OECD (EI)201244184.91015625
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970354.2203369140625
Other Africa (EI)1987778.2371826171875
Other Africa (EI)20011154.98779296875
Other Africa (EI)20151999.03173828125
Other Africa (EI)20212319.661376953125
Other Asia Pacific (EI)1984166.36802673339844
Other Asia Pacific (EI)1993157.81103515625
Other Asia Pacific (EI)2018534.179443359375
Other Asia Pacific (EI)2025704.2008056640625
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200336.20887756347656
Other CIS (EI)201476.00358581542969
Other Caribbean (EI)1996593.02734375
Other Caribbean (EI)2002791.2295532226562
Other Caribbean (EI)2006812.5208129882812
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967116.70561981201172
Other Europe (EI)1991256.5387268066406
Other Europe (EI)1992194.88401794433594
Other Europe (EI)2002236.81219482421875
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)196599.38184356689453
Other Middle East (EI)1987378.140625
Other Middle East (EI)1992444.64532470703125
Other Middle East (EI)2003625.8786010742188
Other Middle East (EI)2006760.7654418945312
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)197363.47727584838867
Other Northern Africa (EI)197569.18388366699219
Other Northern Africa (EI)1980143.61769104003906
Other Northern Africa (EI)1987205.27256774902344
Other Northern Africa (EI)2020276.41510009765625
Other South America (EI)1981101.97342681884766
Other South America (EI)198482.68531799316406
Other South and Central America (EI)1977777.382568359375
Other South and Central America (EI)1990796.9251098632812
Other South and Central America (EI)1992797.6052856445312
Other South and Central America (EI)1997994.9622192382812
Other South and Central America (EI)20061279.912109375
Other South and Central America (EI)20091200.3565673828125
Other South and Central America (EI)20201123.625244140625
Other South and Central America (EI)20211220.9288330078125
Other Southern Africa (EI)19661.5367225408554077
Other Southern Africa (EI)19681.6052336692810059
Other Southern Africa (EI)19732.26279878616333
Other Southern Africa (EI)19854.6087188720703125
Other Southern Africa (EI)19897.429924488067627
Other Southern Africa (EI)201043.67580795288086
Other Southern Africa (EI)201145.05541229248047
Other Southern Africa (EI)201753.259727478027344
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)196687.25627136230469
Western Africa (EI)1990297.7027893066406
Western Africa (EI)2011606.4343872070312
~ Changed values: 61 / 7,496 (0.81%) (61 appeared)
countryyearoil_consumption_kbd -oil_consumption_kbd +anomaly score
South America1965NaN1256.9061279296875appeared
South America1966NaN1343.1220703125appeared
South America1967NaN1378.290771484375appeared
South America1968NaN1488.2998046875appeared
South America1969NaN1560.734375appeared
South America1970NaN1644.502685546875appeared
South America1971NaN1749.7801513671875appeared
South America1972NaN1872.2259521484375appeared
South America1973NaN2053.03662109375appeared
South America1974NaN2169.44140625appeared
South America1975NaN2174.531494140625appeared
South America1976NaN2279.177734375appeared
South America1977NaN2385.6953125appeared
South America1978NaN2513.935302734375appeared
South America1979NaN2653.362548828125appeared
South America1980NaN2669.62451171875appeared
South America1981NaN2623.652587890625appeared
South America1982NaN2620.506591796875appeared
South America1983NaN2525.94970703125appeared
South America1984NaN2480.535888671875appeared
South America1985NaN2493.65673828125appeared
South America1986NaN2630.607421875appeared
South America1987NaN2703.67822265625appeared
South America1988NaN2780.0185546875appeared
South America1989NaN2764.86767578125appeared
South America1990NaN2760.82958984375appeared
South America1991NaN2811.261962890625appeared
South America1992NaN2969.89306640625appeared
South America1993NaN3015.697998046875appeared
South America1994NaN3208.21630859375appeared
South America1995NaN3359.014404296875appeared
South America1996NaN3440.128662109375appeared
South America1997NaN3667.369384765625appeared
South America1998NaN3758.982666015625appeared
South America1999NaN3821.1064453125appeared
South America2000NaN3849.0537109375appeared
South America2001NaN3897.26904296875appeared
South America2002NaN3860.01708984375appeared
South America2003NaN3704.7880859375appeared
South America2004NaN3912.599853515625appeared
South America2005NaN4044.32373046875appeared
South America2006NaN4192.69189453125appeared
South America2007NaN4464.12548828125appeared
South America2008NaN4664.19482421875appeared
South America2009NaN4676.38818359375appeared
South America2010NaN4879.587890625appeared
South America2011NaN5120.82861328125appeared
South America2012NaN5392.1318359375appeared
South America2013NaN5566.93798828125appeared
South America2014NaN5609.9248046875appeared
South America2015NaN5372.4521484375appeared
South America2016NaN5218.61865234375appeared
South America2017NaN5148.88525390625appeared
South America2018NaN4950.34765625appeared
South America2019NaN4930.36279296875appeared
South America2020NaN4297.83837890625appeared
South America2021NaN4795.3876953125appeared
South America2022NaN5127.5703125appeared
South America2023NaN5238.44189453125appeared
South America2024NaN5154.29541015625appeared
South America2025NaN5207.12158203125appeared
~ statistical_review_of_world_energy.oil_consumption_m3d 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_consumption_m3d
Central America (EI)197012597.3525390625
Central America (EI)197315245.3828125
Central America (EI)197920610.4921875
Central America (EI)198318358.951171875
Central America (EI)200448959.171875
Central America (EI)201055993.79296875
Central America (EI)201772074.6015625
Eastern Africa (EI)197927736.126953125
Middle Africa (EI)19676595.06787109375
Middle Africa (EI)198514933.4111328125
Non-OECD (EI)19651213334.25
Non-OECD (EI)19671395006.125
Non-OECD (EI)19793133995.75
Non-OECD (EI)19833285853.0
Non-OECD (EI)19853345183.75
Non-OECD (EI)20055374983.5
Non-OECD (EI)20127024851.5
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)197056316.62890625
Other Africa (EI)1987123730.0390625
Other Africa (EI)2001183628.703125
Other Africa (EI)2015317821.1875
Other Africa (EI)2021368797.3125
Other Asia Pacific (EI)198426450.447265625
Other Asia Pacific (EI)199325089.9921875
Other Asia Pacific (EI)201884927.890625
Other Asia Pacific (EI)2025111959.171875
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20035756.76123046875
Other CIS (EI)201412083.625
Other Caribbean (EI)199694283.9765625
Other Caribbean (EI)2002125795.6640625
Other Caribbean (EI)2006129180.7109375
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)196718554.7421875
Other Europe (EI)199140786.46875
Other Europe (EI)199230984.13671875
Other Europe (EI)200237650.1953125
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)196515800.4775390625
Other Middle East (EI)198760119.65625
Other Middle East (EI)199270693.078125
Other Middle East (EI)200399506.9140625
Other Middle East (EI)2006120952.25
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)197310092.09765625
Other Northern Africa (EI)197510999.376953125
Other Northern Africa (EI)198022833.427734375
Other Northern Africa (EI)198732635.787109375
Other Northern Africa (EI)202043946.5625
Other South America (EI)198116212.5068359375
Other South America (EI)198413145.9375
Other South and Central America (EI)1977123594.1640625
Other South and Central America (EI)1990126701.1875
Other South and Central America (EI)1992126809.3203125
Other South and Central America (EI)1997158186.625
Other South and Central America (EI)2006203490.109375
Other South and Central America (EI)2009190841.765625
Other South and Central America (EI)2020178642.4375
Other South and Central America (EI)2021194112.5
Other Southern Africa (EI)1966244.3197784423828
Other Southern Africa (EI)1968255.21218872070312
Other Southern Africa (EI)1973359.7568664550781
Other Southern Africa (EI)1985732.72900390625
Other Southern Africa (EI)19891181.265625
Other Southern Africa (EI)20106943.91064453125
Other Southern Africa (EI)20117163.25048828125
Other Southern Africa (EI)20178467.634765625
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)196613872.662109375
Western Africa (EI)199047331.04296875
Western Africa (EI)201196415.53125
~ Changed values: 61 / 7,496 (0.81%) (61 appeared)
countryyearoil_consumption_m3d -oil_consumption_m3d +anomaly score
South America1965NaN199832.453125appeared
South America1966NaN213539.71875appeared
South America1967NaN219131.09375appeared
South America1968NaN236621.171875appeared
South America1969NaN248137.359375appeared
South America1970NaN261455.484375appeared
South America1971NaN278193.3125appeared
South America1972NaN297660.65625appeared
South America1973NaN326407.3125appeared
South America1974NaN344914.21875appeared
South America1975NaN345723.46875appeared
South America1976NaN362360.9375appeared
South America1977NaN379295.90625appeared
South America1978NaN399684.4375appeared
South America1979NaN421851.65625appeared
South America1980NaN424437.09375appeared
South America1981NaN417128.125appeared
South America1982NaN416627.96875appeared
South America1983NaN401594.59375appeared
South America1984NaN394374.375appeared
South America1985NaN396460.40625appeared
South America1986NaN418233.875appeared
South America1987NaN429851.21875appeared
South America1988NaN441988.375appeared
South America1989NaN439579.59375appeared
South America1990NaN438937.59375appeared
South America1991NaN446955.71875appeared
South America1992NaN472176.09375appeared
South America1993NaN479458.46875appeared
South America1994NaN510066.53125appeared
South America1995NaN534041.5625appeared
South America1996NaN546937.6875appeared
South America1997NaN583066.125appeared
South America1998NaN597631.5appeared
South America1999NaN607508.4375appeared
South America2000NaN611951.6875appeared
South America2001NaN619617.3125appeared
South America2002NaN613694.6875appeared
South America2003NaN589015.25appeared
South America2004NaN622054.75appeared
South America2005NaN642997.1875appeared
South America2006NaN666585.875appeared
South America2007NaN709740.4375appeared
South America2008NaN741549.0appeared
South America2009NaN743487.5625appeared
South America2010NaN775793.75appeared
South America2011NaN814148.0625appeared
South America2012NaN857281.9375appeared
South America2013NaN885073.875appeared
South America2014NaN891908.3125appeared
South America2015NaN854153.0625appeared
South America2016NaN829695.5appeared
South America2017NaN818608.75appeared
South America2018NaN787043.75appeared
South America2019NaN783866.375appeared
South America2020NaN683302.875appeared
South America2021NaN762407.0appeared
South America2022NaN815219.9375appeared
South America2023NaN832847.125appeared
South America2024NaN819468.9375appeared
South America2025NaN827867.625appeared
~ statistical_review_of_world_energy.oil_consumption_mt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_consumption_mt
Central America (EI)19703.9827544689178467
Central America (EI)19734.8128485679626465
Central America (EI)19796.527133464813232
Central America (EI)19835.793709754943848
Central America (EI)200415.312164306640625
Central America (EI)201017.2801570892334
Central America (EI)201721.890979766845703
Eastern Africa (EI)19798.599569320678711
Middle Africa (EI)19672.0737433433532715
Middle Africa (EI)19854.611923694610596
Non-OECD (EI)1965385.7171325683594
Non-OECD (EI)1967442.8865661621094
Non-OECD (EI)1979981.9209594726562
Non-OECD (EI)19831023.6626586914062
Non-OECD (EI)19851038.412841796875
Non-OECD (EI)20051588.7069091796875
Non-OECD (EI)20122050.9375
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)197017.56707000732422
Other Africa (EI)198737.95957565307617
Other Africa (EI)200155.29390335083008
Other Africa (EI)201593.20687866210938
Other Africa (EI)2021106.62113952636719
Other Asia Pacific (EI)19848.14379596710205
Other Asia Pacific (EI)19937.599085330963135
Other Asia Pacific (EI)201824.790164947509766
Other Asia Pacific (EI)202532.1698112487793
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20031.7139999866485596
Other CIS (EI)20143.4277381896972656
Other Caribbean (EI)199629.820600509643555
Other Caribbean (EI)200239.54952621459961
Other Caribbean (EI)200640.82752227783203
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19675.9281134605407715
Other Europe (EI)199113.195867538452148
Other Europe (EI)199210.220768928527832
Other Europe (EI)200212.163259506225586
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19654.956806659698486
Other Middle East (EI)198718.62342071533203
Other Middle East (EI)199221.798871994018555
Other Middle East (EI)200330.193578720092773
Other Middle East (EI)200636.71029281616211
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19733.1631383895874023
Other Northern Africa (EI)19753.4391140937805176
Other Northern Africa (EI)19807.132487773895264
Other Northern Africa (EI)198710.258333206176758
Other Northern Africa (EI)202012.920404434204102
Other South America (EI)19815.003122329711914
Other South America (EI)19843.99440598487854
Other South and Central America (EI)197739.636932373046875
Other South and Central America (EI)199039.72342300415039
Other South and Central America (EI)199239.982666015625
Other South and Central America (EI)199749.37070846557617
Other South and Central America (EI)200663.64500427246094
Other South and Central America (EI)200958.854000091552734
Other South and Central America (EI)202053.987308502197266
Other South and Central America (EI)202158.10819625854492
Other Southern Africa (EI)19660.07346847653388977
Other Southern Africa (EI)19680.07695718109607697
Other Southern Africa (EI)19730.10891862213611603
Other Southern Africa (EI)19850.2151183933019638
Other Southern Africa (EI)19890.348118394613266
Other Southern Africa (EI)20102.0169100761413574
Other Southern Africa (EI)20112.0876500606536865
Other Southern Africa (EI)20172.473816156387329
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19664.256451606750488
Western Africa (EI)199014.147283554077148
Western Africa (EI)201127.78990364074707
~ Changed values: 61 / 7,496 (0.81%) (61 appeared)
countryyearoil_consumption_mt -oil_consumption_mt +anomaly score
South America1965NaN63.22637939453125appeared
South America1966NaN67.25643157958984appeared
South America1967NaN68.85890197753906appeared
South America1968NaN74.43622589111328appeared
South America1969NaN77.38679504394531appeared
South America1970NaN81.04602813720703appeared
South America1971NaN85.86968994140625appeared
South America1972NaN92.06260681152344appeared
South America1973NaN100.36345672607422appeared
South America1974NaN105.92578125appeared
South America1975NaN105.98248291015625appeared
South America1976NaN111.02987670898438appeared
South America1977NaN116.09326934814453appeared
South America1978NaN121.6014633178711appeared
South America1979NaN128.4835662841797appeared
South America1980NaN129.99819946289062appeared
South America1981NaN126.6884994506836appeared
South America1982NaN125.4909439086914appeared
South America1983NaN120.17782592773438appeared
South America1984NaN117.8974609375appeared
South America1985NaN118.45047760009766appeared
South America1986NaN124.91383361816406appeared
South America1987NaN127.72540283203125appeared
South America1988NaN131.85958862304688appeared
South America1989NaN130.34828186035156appeared
South America1990NaN129.5692901611328appeared
South America1991NaN131.22886657714844appeared
South America1992NaN139.18618774414062appeared
South America1993NaN140.3767852783203appeared
South America1994NaN149.80093383789062appeared
South America1995NaN156.6246795654297appeared
South America1996NaN159.9710235595703appeared
South America1997NaN169.93008422851562appeared
South America1998NaN174.31137084960938appeared
South America1999NaN177.219970703125appeared
South America2000NaN179.43731689453125appeared
South America2001NaN180.87091064453125appeared
South America2002NaN179.05601501464844appeared
South America2003NaN171.62081909179688appeared
South America2004NaN181.85791015625appeared
South America2005NaN187.17822265625appeared
South America2006NaN194.30563354492188appeared
South America2007NaN207.62049865722656appeared
South America2008NaN218.67904663085938appeared
South America2009NaN218.9228515625appeared
South America2010NaN228.6177520751953appeared
South America2011NaN239.10987854003906appeared
South America2012NaN251.99070739746094appeared
South America2013NaN259.06341552734375appeared
South America2014NaN260.47784423828125appeared
South America2015NaN248.6607666015625appeared
South America2016NaN240.79208374023438appeared
South America2017NaN235.76351928710938appeared
South America2018NaN227.10525512695312appeared
South America2019NaN226.87985229492188appeared
South America2020NaN198.17747497558594appeared
South America2021NaN221.36209106445312appeared
South America2022NaN236.16896057128906appeared
South America2023NaN241.55982971191406appeared
South America2024NaN237.67588806152344appeared
South America2025NaN238.75584411621094appeared
~ statistical_review_of_world_energy.oil_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_consumption_twh
Central America (EI)197047.395111083984375
Central America (EI)197357.28715896606445
Central America (EI)197977.62162780761719
Central America (EI)198368.95368194580078
Central America (EI)2004182.1628875732422
Central America (EI)2010206.097412109375
Central America (EI)2017261.654541015625
Eastern Africa (EI)1979102.8177261352539
Middle Africa (EI)196724.709077835083008
Middle Africa (EI)198555.19773483276367
Non-OECD (EI)19654562.65185546875
Non-OECD (EI)19675241.9443359375
Non-OECD (EI)197911664.9267578125
Non-OECD (EI)198312156.9814453125
Non-OECD (EI)198512331.3134765625
Non-OECD (EI)200518998.14453125
Non-OECD (EI)201224558.626953125
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970209.77044677734375
Other Africa (EI)1987454.3226623535156
Other Africa (EI)2001665.9328002929688
Other Africa (EI)20151129.031005859375
Other Africa (EI)20211295.609375
Other Asia Pacific (EI)198497.18244171142578
Other Asia Pacific (EI)199391.3685073852539
Other Asia Pacific (EI)2018300.75244140625
Other Asia Pacific (EI)2025390.56805419921875
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200320.47197151184082
Other CIS (EI)201441.72091293334961
Other Caribbean (EI)1996352.35626220703125
Other Caribbean (EI)2002468.35955810546875
Other Caribbean (EI)2006482.46551513671875
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)196770.03744506835938
Other Europe (EI)1991155.73487854003906
Other Europe (EI)1992120.08353424072266
Other Europe (EI)2002143.5646514892578
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)196558.544578552246094
Other Middle East (EI)1987220.7648468017578
Other Middle East (EI)1992258.8193664550781
Other Middle East (EI)2003359.582275390625
Other Middle East (EI)2006437.4494934082031
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)197337.58940505981445
Other Northern Africa (EI)197540.901512145996094
Other Northern Africa (EI)198084.89701843261719
Other Northern Africa (EI)1987121.50509643554688
Other Northern Africa (EI)2020154.88560485839844
Other South America (EI)198159.62220001220703
Other South America (EI)198447.862754821777344
Other South and Central America (EI)1977469.2852783203125
Other South and Central America (EI)1990472.2241516113281
Other South and Central America (EI)1992475.20709228515625
Other South and Central America (EI)1997585.88623046875
Other South and Central America (EI)2006754.49169921875
Other South and Central America (EI)2009701.6690063476562
Other South and Central America (EI)2020646.444091796875
Other South and Central America (EI)2021697.0968627929688
Other Southern Africa (EI)19660.8853897452354431
Other Southern Africa (EI)19680.9274875521659851
Other Southern Africa (EI)19731.3118858337402344
Other Southern Africa (EI)19852.616889715194702
Other Southern Africa (EI)19894.225891590118408
Other Southern Africa (EI)201024.604455947875977
Other Southern Africa (EI)201125.453659057617188
Other Southern Africa (EI)201730.15159797668457
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)196651.10673904418945
Western Africa (EI)1990170.8197784423828
Western Africa (EI)2011338.7710266113281
~ Changed values: 61 / 7,496 (0.81%) (61 appeared)
countryyearoil_consumption_twh -oil_consumption_twh +anomaly score
South America1965NaN748.8614501953125appeared
South America1966NaN797.4519653320312appeared
South America1967NaN816.9288330078125appeared
South America1968NaN883.4631958007812appeared
South America1969NaN919.491455078125appeared
South America1970NaN963.9061889648438appeared
South America1971NaN1022.6918334960938appeared
South America1972NaN1096.87255859375appeared
South America1973NaN1197.6009521484375appeared
South America1974NaN1263.49560546875appeared
South America1975NaN1265.3079833984375appeared
South America1976NaN1326.7012939453125appeared
South America1977NaN1386.3646240234375appeared
South America1978NaN1454.50732421875appeared
South America1979NaN1536.384033203125appeared
South America1980NaN1553.8226318359375appeared
South America1981NaN1516.8109130859375appeared
South America1982NaN1504.9771728515625appeared
South America1983NaN1442.38525390625appeared
South America1984NaN1415.88623046875appeared
South America1985NaN1419.864013671875appeared
South America1986NaN1498.1400146484375appeared
South America1987NaN1533.4927978515625appeared
South America1988NaN1581.2518310546875appeared
South America1989NaN1564.068115234375appeared
South America1990NaN1556.7652587890625appeared
South America1991NaN1579.1787109375appeared
South America1992NaN1672.888427734375appeared
South America1993NaN1689.7362060546875appeared
South America1994NaN1800.3751220703125appeared
South America1995NaN1883.95361328125appeared
South America1996NaN1927.8983154296875appeared
South America1997NaN2048.616455078125appeared
South America1998NaN2098.52001953125appeared
South America1999NaN2127.334716796875appeared
South America2000NaN2151.4130859375appeared
South America2001NaN2167.234375appeared
South America2002NaN2146.564453125appeared
South America2003NaN2058.69775390625appeared
South America2004NaN2180.983154296875appeared
South America2005NaN2244.6650390625appeared
South America2006NaN2330.559326171875appeared
South America2007NaN2486.873291015625appeared
South America2008NaN2614.7451171875appeared
South America2009NaN2616.59521484375appeared
South America2010NaN2731.61962890625appeared
South America2011NaN2858.697509765625appeared
South America2012NaN3015.05517578125appeared
South America2013NaN3101.855712890625appeared
South America2014NaN3122.453369140625appeared
South America2015NaN2984.0615234375appeared
South America2016NaN2894.8916015625appeared
South America2017NaN2838.228759765625appeared
South America2018NaN2731.69287109375appeared
South America2019NaN2728.921875appeared
South America2020NaN2380.5595703125appeared
South America2021NaN2661.603271484375appeared
South America2022NaN2844.0888671875appeared
South America2023NaN2906.880615234375appeared
South America2024NaN2861.477294921875appeared
South America2025NaN2878.398193359375appeared
~ statistical_review_of_world_energy.oil_electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_electricity_generation_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983NaN
Non-OECD (EI)1985527.7117309570312
Non-OECD (EI)2005612.0240478515625
Non-OECD (EI)2012727.4816284179688
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)198723.672588348388672
Other Africa (EI)200129.740070343017578
Other Africa (EI)201554.07001495361328
Other Africa (EI)202143.42301559448242
Other Asia Pacific (EI)1984NaN
Other Asia Pacific (EI)199352.80070114135742
Other Asia Pacific (EI)201855.22062683105469
Other Asia Pacific (EI)202530.291322708129883
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200312.999040603637695
Other CIS (EI)20140.8758743405342102
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)199161.01067352294922
Other Europe (EI)199256.246360778808594
Other Europe (EI)200252.46882247924805
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)198752.62021255493164
Other Middle East (EI)199249.41911315917969
Other Middle East (EI)200398.47454071044922
Other Middle East (EI)200692.1805419921875
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)198714.897000312805176
Other Northern Africa (EI)20208.588129997253418
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)199056.857234954833984
Other South and Central America (EI)199260.220916748046875
Other South and Central America (EI)199775.96566772460938
Other South and Central America (EI)2006100.7270278930664
Other South and Central America (EI)2009116.83946990966797
Other South and Central America (EI)202070.87469482421875
Other South and Central America (EI)202167.87387084960938
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19850.023000000044703484
Other Southern Africa (EI)19890.11100000143051147
Other Southern Africa (EI)20100.0346229188144207
Other Southern Africa (EI)20110.07984722405672073
Other Southern Africa (EI)20170.008705999702215195
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 82 / 7,496 (1.09%) (41 appeared, 41 disappeared)
countryyearoil_electricity_generation_twh -oil_electricity_generation_twh +anomaly score
Oceania19854.666999816894531NaNdisappeared
Oceania19863.7709999084472656NaNdisappeared
Oceania19872.7990000247955322NaNdisappeared
Oceania19882.444000005722046NaNdisappeared
Oceania19893.0239999294281006NaNdisappeared
Oceania19903.4739999771118164NaNdisappeared
Oceania19912.878999948501587NaNdisappeared
Oceania19922.3914999961853027NaNdisappeared
Oceania19932.370500087738037NaNdisappeared
Oceania19942.5290000438690186NaNdisappeared
Oceania19952.7715001106262207NaNdisappeared
Oceania19962.490000009536743NaNdisappeared
Oceania19971.9980000257492065NaNdisappeared
Oceania19981.774999976158142NaNdisappeared
Oceania19991.756500005722046NaNdisappeared
Oceania20001.9140000343322754NaNdisappeared
Oceania20012.244999885559082NaNdisappeared
Oceania20022.053499937057495NaNdisappeared
Oceania20031.5248500108718872NaNdisappeared
Oceania20042.1148500442504883NaNdisappeared
Oceania20052.94950008392334NaNdisappeared
Oceania20062.9755001068115234NaNdisappeared
Oceania20073.4755001068115234NaNdisappeared
Oceania20083.7230000495910645NaNdisappeared
Oceania20093.2474000453948975NaNdisappeared
Oceania20103.1003000736236572NaNdisappeared
Oceania20112.8981499671936035NaNdisappeared
Oceania20123.583400011062622NaNdisappeared
Oceania20134.738349914550781NaNdisappeared
Oceania20145.920424938201904NaNdisappeared
Oceania20156.162169456481934NaNdisappeared
Oceania20165.718234539031982NaNdisappeared
Oceania20175.272836208343506NaNdisappeared
Oceania20184.901193618774414NaNdisappeared
Oceania20194.727208614349365NaNdisappeared
Oceania20204.505414009094238NaNdisappeared
Oceania20214.707499027252197NaNdisappeared
Oceania20224.739524841308594NaNdisappeared
Oceania20234.824199199676514NaNdisappeared
Oceania20244.869052886962891NaNdisappeared
Oceania20254.408000946044922NaNdisappeared
South America1985NaN24.53386116027832appeared
South America1986NaN32.27183151245117appeared
South America1987NaN31.556884765625appeared
South America1988NaN30.646501541137695appeared
South America1989NaN30.475191116333008appeared
South America1990NaN24.811477661132812appeared
South America1991NaN24.48287010192871appeared
South America1992NaN27.771799087524414appeared
South America1993NaN25.153892517089844appeared
South America1994NaN21.36726188659668appeared
South America1995NaN24.157079696655273appeared
South America1996NaN27.13525390625appeared
South America1997NaN27.178102493286133appeared
South America1998NaN31.819591522216797appeared
South America1999NaN38.72315979003906appeared
South America2000NaN34.55991744995117appeared
South America2001NaN35.711578369140625appeared
South America2002NaN33.75065612792969appeared
South America2003NaN34.02447509765625appeared
South America2004NaN36.88032913208008appeared
South America2005NaN41.327457427978516appeared
South America2006NaN47.58323669433594appeared
South America2007NaN60.301116943359375appeared
South America2008NaN73.71961212158203appeared
South America2009NaN74.32616424560547appeared
South America2010NaN74.94048309326172appeared
South America2011NaN74.99601745605469appeared
South America2012NaN84.28919982910156appeared
South America2013NaN88.75263214111328appeared
South America2014NaN101.77125549316406appeared
South America2015NaN91.33982849121094appeared
South America2016NaN71.04217529296875appeared
South America2017NaN54.06505584716797appeared
South America2018NaN38.65454864501953appeared
South America2019NaN32.50862503051758appeared
South America2020NaN36.38062286376953appeared
South America2021NaN52.42303466796875appeared
South America2022NaN43.233360290527344appeared
South America2023NaN36.57112503051758appeared
South America2024NaN33.64067459106445appeared
South America2025NaN26.638521194458008appeared
~ statistical_review_of_world_energy.oil_production_mt 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_production_mt
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)19651041.332275390625
Non-OECD (EI)19671231.8565673828125
Non-OECD (EI)19792444.25830078125
Non-OECD (EI)19831850.10791015625
Non-OECD (EI)19851823.3125
Non-OECD (EI)20052977.0947265625
Non-OECD (EI)20123163.738037109375
Non-OPEC (EI)19671020.853271484375
Non-OPEC (EI)19831958.219482421875
Non-OPEC (EI)20152721.0107421875
Non-OPEC (EI)20222873.892578125
Non-OPEC (EI)20232974.72314453125
Other Africa (EI)19700.04399999976158142
Other Africa (EI)198711.064258575439453
Other Africa (EI)20016.793484687805176
Other Africa (EI)201513.72818660736084
Other Africa (EI)202114.754627227783203
Other Asia Pacific (EI)19844.893989562988281
Other Asia Pacific (EI)199312.893288612365723
Other Asia Pacific (EI)201810.297800064086914
Other Asia Pacific (EI)20256.149388313293457
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20031.9071999788284302
Other CIS (EI)20141.7515000104904175
Other Caribbean (EI)19961.5318928956985474
Other Caribbean (EI)20023.685753107070923
Other Caribbean (EI)20062.9473767280578613
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)20140.050299402326345444
Other Eastern Africa (EI)20200.03366928547620773
Other Europe (EI)196725.648000717163086
Other Europe (EI)199130.915000915527344
Other Europe (EI)199229.238000869750977
Other Europe (EI)200221.26612663269043
Other Middle Africa (EI)19781.5274724960327148
Other Middle Africa (EI)19803.7449450492858887
Other Middle Africa (EI)19815.392884731292725
Other Middle Africa (EI)198510.824532508850098
Other Middle Africa (EI)20015.388461589813232
Other Middle Africa (EI)20094.989194869995117
Other Middle Africa (EI)20124.277292728424072
Other Middle East (EI)19653.046213150024414
Other Middle East (EI)19872.4329898357391357
Other Middle East (EI)19922.498013734817505
Other Middle East (EI)20032.262192487716675
Other Middle East (EI)20068.944413185119629
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.041999999433755875
Other Northern Africa (EI)19750.019999999552965164
Other Northern Africa (EI)19800.014000000432133675
Other Northern Africa (EI)19870.017999999225139618
Other Northern Africa (EI)20200.006408169865608215
Other South America (EI)19813.4487619400024414
Other South America (EI)19843.3035078048706055
Other South and Central America (EI)19773.010810613632202
Other South and Central America (EI)19903.5771102905273438
Other South and Central America (EI)19923.5612220764160156
Other South and Central America (EI)19975.281824111938477
Other South and Central America (EI)20067.064004421234131
Other South and Central America (EI)20096.867879390716553
Other South and Central America (EI)20205.7157440185546875
Other South and Central America (EI)20215.775146484375
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)19690.0
Other Western Africa (EI)19700.0
Other Western Africa (EI)19740.0
Other Western Africa (EI)19800.16300000250339508
Other Western Africa (EI)19810.6119999885559082
Other Western Africa (EI)19900.3010999858379364
Other Western Africa (EI)19980.8177093267440796
Other Western Africa (EI)20083.1748311519622803
Other Western Africa (EI)202515.748937606811523
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 61 / 7,496 (0.81%) (61 disappeared)
countryyearoil_production_mt -oil_production_mt +anomaly score
Oceania19650.3462059497833252NaNdisappeared
Oceania19660.4451219439506531NaNdisappeared
Oceania19671.0386178493499756NaNdisappeared
Oceania19681.9341462850570679NaNdisappeared
Oceania19692.22560977935791NaNdisappeared
Oceania19708.704607009887695NaNdisappeared
Oceania197115.255403518676758NaNdisappeared
Oceania197216.280006408691406NaNdisappeared
Oceania197320.39443016052246NaNdisappeared
Oceania197420.178606033325195NaNdisappeared
Oceania197521.621841430664062NaNdisappeared
Oceania197622.14093017578125NaNdisappeared
Oceania197723.424755096435547NaNdisappeared
Oceania197823.190853118896484NaNdisappeared
Oceania197923.276296615600586NaNdisappeared
Oceania198021.83875274658203NaNdisappeared
Oceania198121.27103042602539NaNdisappeared
Oceania198220.97428321838379NaNdisappeared
Oceania198320.416770935058594NaNdisappeared
Oceania198426.48318099975586NaNdisappeared
Oceania198530.682809829711914NaNdisappeared
Oceania198627.412586212158203NaNdisappeared
Oceania198729.13775062561035NaNdisappeared
Oceania198827.653337478637695NaNdisappeared
Oceania198926.08192253112793NaNdisappeared
Oceania199030.27508544921875NaNdisappeared
Oceania199128.613046646118164NaNdisappeared
Oceania199228.198352813720703NaNdisappeared
Oceania199326.30150604248047NaNdisappeared
Oceania199428.318065643310547NaNdisappeared
Oceania199526.66500473022461NaNdisappeared
Oceania199628.06586265563965NaNdisappeared
Oceania199729.7880802154541NaNdisappeared
Oceania199828.205116271972656NaNdisappeared
Oceania199927.47182273864746NaNdisappeared
Oceania200037.091705322265625NaNdisappeared
Oceania200134.32050704956055NaNdisappeared
Oceania200234.10729217529297NaNdisappeared
Oceania200329.522829055786133NaNdisappeared
Oceania200425.78325080871582NaNdisappeared
Oceania200525.32727813720703NaNdisappeared
Oceania200623.12615203857422NaNdisappeared
Oceania200724.629932403564453NaNdisappeared
Oceania200824.566362380981445NaNdisappeared
Oceania200924.112552642822266NaNdisappeared
Oceania201024.637418746948242NaNdisappeared
Oceania201121.41118812561035NaNdisappeared
Oceania201221.184009552001953NaNdisappeared
Oceania201317.610374450683594NaNdisappeared
Oceania201418.60463523864746NaNdisappeared
Oceania201516.80316925048828NaNdisappeared
Oceania201615.352201461791992NaNdisappeared
Oceania201713.900811195373535NaNdisappeared
Oceania201814.622081756591797NaNdisappeared
Oceania201919.25480079650879NaNdisappeared
Oceania202019.111839294433594NaNdisappeared
Oceania202118.42219352722168NaNdisappeared
Oceania202217.0856990814209NaNdisappeared
Oceania202315.61245346069336NaNdisappeared
Oceania202415.115364074707031NaNdisappeared
Oceania202513.767464637756348NaNdisappeared
~ statistical_review_of_world_energy.oil_production_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_production_twh
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)196512110.6943359375
Non-OECD (EI)196714326.4921875
Non-OECD (EI)197928426.724609375
Non-OECD (EI)198321516.755859375
Non-OECD (EI)198521205.125
Non-OECD (EI)200534623.61328125
Non-OECD (EI)201236794.2734375
Non-OPEC (EI)196711872.5234375
Non-OPEC (EI)198322774.091796875
Non-OPEC (EI)201531645.35546875
Non-OPEC (EI)202233423.37109375
Non-OPEC (EI)202334596.03125
Other Africa (EI)19700.5117200016975403
Other Africa (EI)1987128.6773223876953
Other Africa (EI)200179.00822448730469
Other Africa (EI)2015159.6588134765625
Other Africa (EI)2021171.5963134765625
Other Asia Pacific (EI)198456.91709899902344
Other Asia Pacific (EI)1993149.94894409179688
Other Asia Pacific (EI)2018119.76341247558594
Other Asia Pacific (EI)202571.51738739013672
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200322.180736541748047
Other CIS (EI)201420.369945526123047
Other Caribbean (EI)199617.815914154052734
Other Caribbean (EI)200242.86530685424805
Other Caribbean (EI)200634.277992248535156
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)20140.5849820375442505
Other Eastern Africa (EI)20200.39157378673553467
Other Europe (EI)1967298.2862548828125
Other Europe (EI)1991359.5414733886719
Other Europe (EI)1992340.0379638671875
Other Europe (EI)2002247.32505798339844
Other Middle Africa (EI)197817.76450538635254
Other Middle Africa (EI)198043.5537109375
Other Middle Africa (EI)198162.7192497253418
Other Middle Africa (EI)1985125.88931274414062
Other Middle Africa (EI)200162.667808532714844
Other Middle Africa (EI)200958.02433776855469
Other Middle Africa (EI)201249.74491500854492
Other Middle East (EI)196535.427459716796875
Other Middle East (EI)198728.295671463012695
Other Middle East (EI)199229.051898956298828
Other Middle East (EI)200326.30929946899414
Other Middle East (EI)2006104.02352905273438
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.4884600043296814
Other Northern Africa (EI)19750.23259998857975006
Other Northern Africa (EI)19800.1628200113773346
Other Northern Africa (EI)19870.20933999121189117
Other Northern Africa (EI)20200.07452701777219772
Other South America (EI)198140.109100341796875
Other South America (EI)198438.419795989990234
Other South and Central America (EI)197735.01572799682617
Other South and Central America (EI)199041.60179138183594
Other South and Central America (EI)199241.41701126098633
Other South and Central America (EI)199761.427616119384766
Other South and Central America (EI)200682.15437316894531
Other South and Central America (EI)200979.8734359741211
Other South and Central America (EI)202066.47410583496094
Other South and Central America (EI)202167.16495513916016
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)19690.0
Other Western Africa (EI)19700.0
Other Western Africa (EI)19740.0
Other Western Africa (EI)19801.8956900835037231
Other Western Africa (EI)19817.117559909820557
Other Western Africa (EI)19903.5017929077148438
Other Western Africa (EI)19989.50995922088623
Other Western Africa (EI)200836.92328643798828
Other Western Africa (EI)2025183.16014099121094
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 61 / 7,496 (0.81%) (61 disappeared)
countryyearoil_production_twh -oil_production_twh +anomaly score
Oceania19654.0263752937316895NaNdisappeared
Oceania19665.1767683029174805NaNdisappeared
Oceania196712.07912540435791NaNdisappeared
Oceania196822.494121551513672NaNdisappeared
Oceania196925.88384246826172NaNdisappeared
Oceania1970101.23458099365234NaNdisappeared
Oceania1971177.42034912109375NaNdisappeared
Oceania1972189.3364715576172NaNdisappeared
Oceania1973237.18722534179688NaNdisappeared
Oceania1974234.67718505859375NaNdisappeared
Oceania1975251.46202087402344NaNdisappeared
Oceania1976257.4990234375NaNdisappeared
Oceania1977272.4299011230469NaNdisappeared
Oceania1978269.7096252441406NaNdisappeared
Oceania1979270.7033386230469NaNdisappeared
Oceania1980253.9846954345703NaNdisappeared
Oceania1981247.382080078125NaNdisappeared
Oceania1982243.930908203125NaNdisappeared
Oceania1983237.44705200195312NaNdisappeared
Oceania1984307.9993896484375NaNdisappeared
Oceania1985356.841064453125NaNdisappeared
Oceania1986318.8083801269531NaNdisappeared
Oceania1987338.8720397949219NaNdisappeared
Oceania1988321.6083068847656NaNdisappeared
Oceania1989303.332763671875NaNdisappeared
Oceania1990352.0992431640625NaNdisappeared
Oceania1991332.7697448730469NaNdisappeared
Oceania1992327.94683837890625NaNdisappeared
Oceania1993305.8865051269531NaNdisappeared
Oceania1994329.339111328125NaNdisappeared
Oceania1995310.114013671875NaNdisappeared
Oceania1996326.4059753417969NaNdisappeared
Oceania1997346.43536376953125NaNdisappeared
Oceania1998328.0255126953125NaNdisappeared
Oceania1999319.4972839355469NaNdisappeared
Oceania2000431.37652587890625NaNdisappeared
Oceania2001399.1474914550781NaNdisappeared
Oceania2002396.6678161621094NaNdisappeared
Oceania2003343.3504943847656NaNdisappeared
Oceania2004299.85919189453125NaNdisappeared
Oceania2005294.5562438964844NaNdisappeared
Oceania2006268.9571533203125NaNdisappeared
Oceania2007286.44610595703125NaNdisappeared
Oceania2008285.706787109375NaNdisappeared
Oceania2009280.4289855957031NaNdisappeared
Oceania2010286.5331726074219NaNdisappeared
Oceania2011249.01211547851562NaNdisappeared
Oceania2012246.37002563476562NaNdisappeared
Oceania2013204.80865478515625NaNdisappeared
Oceania2014216.3719024658203NaNdisappeared
Oceania2015195.4208526611328NaNdisappeared
Oceania2016178.5460968017578NaNdisappeared
Oceania2017161.6664276123047NaNdisappeared
Oceania2018170.0548095703125NaNdisappeared
Oceania2019223.93333435058594NaNdisappeared
Oceania2020222.27069091796875NaNdisappeared
Oceania2021214.25010681152344NaNdisappeared
Oceania2022198.70668029785156NaNdisappeared
Oceania2023181.5728302001953NaNdisappeared
Oceania2024175.79168701171875NaNdisappeared
Oceania2025160.11561584472656NaNdisappeared
~ statistical_review_of_world_energy.oil_reserves_bbl 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_reserves_bbl
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)1983585.0572509765625
Non-OECD (EI)1985649.0405883789062
Non-OECD (EI)20051127.857177734375
Non-OECD (EI)20121436.3299560546875
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983269.2525634765625
Non-OPEC (EI)2015503.1357116699219
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)19870.9545800089836121
Other Africa (EI)20010.6146379709243774
Other Africa (EI)20153.9989752769470215
Other Africa (EI)2021NaN
Other Asia Pacific (EI)19841.1002579927444458
Other Asia Pacific (EI)19931.089473009109497
Other Asia Pacific (EI)20181.1704933643341064
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.25
Other CIS (EI)20140.25
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)19912.3780715465545654
Other Europe (EI)19922.2023050785064697
Other Europe (EI)20021.975191593170166
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)19870.1266999989748001
Other Middle East (EI)19920.059418000280857086
Other Middle East (EI)20030.12933999300003052
Other Middle East (EI)20060.12751999497413635
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)19900.6171830296516418
Other South and Central America (EI)19920.6345919966697693
Other South and Central America (EI)19971.0651129484176636
Other South and Central America (EI)20060.8441519737243652
Other South and Central America (EI)20090.769258975982666
Other South and Central America (EI)20200.8247812986373901
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 41 / 7,496 (0.55%) (41 disappeared)
countryyearoil_reserves_bbl -oil_reserves_bbl +anomaly score
Oceania19802.1228110790252686NaNdisappeared
Oceania19812.618448257446289NaNdisappeared
Oceania19822.931051731109619NaNdisappeared
Oceania19832.49076509475708NaNdisappeared
Oceania19842.559952974319458NaNdisappeared
Oceania19852.4593160152435303NaNdisappeared
Oceania19862.874443531036377NaNdisappeared
Oceania19872.9058926105499268NaNdisappeared
Oceania19883.188934087753296NaNdisappeared
Oceania19893.100876808166504NaNdisappeared
Oceania19903.157485008239746NaNdisappeared
Oceania19913.226672887802124NaNdisappeared
Oceania19923.2203831672668457NaNdisappeared
Oceania19933.258121967315674NaNdisappeared
Oceania19943.817915201187134NaNdisappeared
Oceania19953.7990458011627197NaNdisappeared
Oceania19963.817915201187134NaNdisappeared
Oceania19974.038058280944824NaNdisappeared
Oceania19984.773966312408447NaNdisappeared
Oceania19994.742517471313477NaNdisappeared
Oceania20004.943791389465332NaNdisappeared
Oceania20014.956370830535889NaNdisappeared
Oceania20024.572692394256592NaNdisappeared
Oceania20033.7494380474090576NaNdisappeared
Oceania20043.8892605304718018NaNdisappeared
Oceania20053.718341112136841NaNdisappeared
Oceania20063.514519691467285NaNdisappeared
Oceania20073.428959608078003NaNdisappeared
Oceania20084.239200592041016NaNdisappeared
Oceania20094.061399936676025NaNdisappeared
Oceania20103.8310797214508057NaNdisappeared
Oceania20113.8729445934295654NaNdisappeared
Oceania20123.9219675064086914NaNdisappeared
Oceania20133.957498550415039NaNdisappeared
Oceania20142.3903419971466064NaNdisappeared
Oceania20152.3903419971466064NaNdisappeared
Oceania20162.3903419971466064NaNdisappeared
Oceania20172.3903419971466064NaNdisappeared
Oceania20182.3903419971466064NaNdisappeared
Oceania20192.3903419971466064NaNdisappeared
Oceania20202.3903419971466064NaNdisappeared
~ statistical_review_of_world_energy.oil_reserves_t 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearoil_reserves_t
Central America (EI)1970NaN
Central America (EI)1973NaN
Central America (EI)1979NaN
Central America (EI)1983NaN
Central America (EI)2004NaN
Central America (EI)2010NaN
Central America (EI)2017NaN
Eastern Africa (EI)1979NaN
Middle Africa (EI)1967NaN
Middle Africa (EI)1985NaN
Non-OECD (EI)1965NaN
Non-OECD (EI)1967NaN
Non-OECD (EI)1979NaN
Non-OECD (EI)198379801810944.0
Non-OECD (EI)198588529133568.0
Non-OECD (EI)2005153839714304.0
Non-OECD (EI)2012195915399168.0
Non-OPEC (EI)1967NaN
Non-OPEC (EI)198336726050816.0
Non-OPEC (EI)201568627709952.0
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)1987130204712.0
Other Africa (EI)200183836616.0
Other Africa (EI)2015545460224.0
Other Africa (EI)2021NaN
Other Asia Pacific (EI)1984150075184.0
Other Asia Pacific (EI)1993148604112.0
Other Asia Pacific (EI)2018159655296.0
Other Asia Pacific (EI)2025NaN
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)200334100000.0
Other CIS (EI)201434100000.0
Other Caribbean (EI)1996NaN
Other Caribbean (EI)2002NaN
Other Caribbean (EI)2006NaN
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)1991324368960.0
Other Europe (EI)1992300394400.0
Other Europe (EI)2002269416128.0
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)198717281880.0
Other Middle East (EI)19928104615.0
Other Middle East (EI)200317641976.0
Other Middle East (EI)200617393728.0
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)1973NaN
Other Northern Africa (EI)1975NaN
Other Northern Africa (EI)1980NaN
Other Northern Africa (EI)1987NaN
Other Northern Africa (EI)2020NaN
Other South America (EI)1981NaN
Other South America (EI)1984NaN
Other South and Central America (EI)1977NaN
Other South and Central America (EI)199084183768.0
Other South and Central America (EI)199286558352.0
Other South and Central America (EI)1997145281408.0
Other South and Central America (EI)2006115142328.0
Other South and Central America (EI)2009104926928.0
Other South and Central America (EI)2020112500168.0
Other South and Central America (EI)2021NaN
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)1985NaN
Other Southern Africa (EI)1989NaN
Other Southern Africa (EI)2010NaN
Other Southern Africa (EI)2011NaN
Other Southern Africa (EI)2017NaN
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)1990NaN
Western Africa (EI)2011NaN
~ Changed values: 41 / 7,496 (0.55%) (41 disappeared)
countryyearoil_reserves_t -oil_reserves_t +anomaly score
Oceania1980289551424.0NaNdisappeared
Oceania1981357156352.0NaNdisappeared
Oceania1982399795456.0NaNdisappeared
Oceania1983339740352.0NaNdisappeared
Oceania1984349177600.0NaNdisappeared
Oceania1985335450720.0NaNdisappeared
Oceania1986392074112.0NaNdisappeared
Oceania1987396363744.0NaNdisappeared
Oceania1988434970624.0NaNdisappeared
Oceania1989422959584.0NaNdisappeared
Oceania1990430680960.0NaNdisappeared
Oceania1991440118176.0NaNdisappeared
Oceania1992439260256.0NaNdisappeared
Oceania1993444407840.0NaNdisappeared
Oceania1994520763648.0NaNdisappeared
Oceania1995518189856.0NaNdisappeared
Oceania1996520763648.0NaNdisappeared
Oceania1997550791168.0NaNdisappeared
Oceania1998651169024.0NaNdisappeared
Oceania1999646879360.0NaNdisappeared
Oceania2000674333120.0NaNdisappeared
Oceania2001676048960.0NaNdisappeared
Oceania2002623715264.0NaNdisappeared
Oceania2003511423360.0NaNdisappeared
Oceania2004530495136.0NaNdisappeared
Oceania2005507181728.0NaNdisappeared
Oceania2006479380480.0NaNdisappeared
Oceania2007467710080.0NaNdisappeared
Oceania2008578226944.0NaNdisappeared
Oceania2009553974976.0NaNdisappeared
Oceania2010522559264.0NaNdisappeared
Oceania2011528269632.0NaNdisappeared
Oceania2012534956352.0NaNdisappeared
Oceania2013539802816.0NaNdisappeared
Oceania2014326042656.0NaNdisappeared
Oceania2015326042656.0NaNdisappeared
Oceania2016326042656.0NaNdisappeared
Oceania2017326042656.0NaNdisappeared
Oceania2018326042656.0NaNdisappeared
Oceania2019326042656.0NaNdisappeared
Oceania2020326042656.0NaNdisappeared
~ statistical_review_of_world_energy.other_renewables_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearother_renewables_consumption_ej
Central America (EI)19700.0
Central America (EI)19730.0012763639679178596
Central America (EI)19790.019022181630134583
Central America (EI)19830.02971096709370613
Central America (EI)20040.10747431963682175
Central America (EI)20100.1459791213274002
Central America (EI)20170.1863153576850891
Eastern Africa (EI)19790.0017563640139997005
Middle Africa (EI)19670.0
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.08147569000720978
Non-OECD (EI)19830.24188147485256195
Non-OECD (EI)19850.27147215604782104
Non-OECD (EI)20051.0765022039413452
Non-OECD (EI)20121.930456280708313
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0161858182400465
Other Africa (EI)20010.03298795595765114
Other Africa (EI)20150.18851831555366516
Other Africa (EI)20210.20947082340717316
Other Asia Pacific (EI)19841.1483300113468431e-05
Other Asia Pacific (EI)19930.00026060600066557527
Other Asia Pacific (EI)20180.01071086898446083
Other Asia Pacific (EI)20250.008318931795656681
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.0
Other CIS (EI)20140.00014181800361257046
Other Caribbean (EI)19960.013578158803284168
Other Caribbean (EI)20020.013431885279715061
Other Caribbean (EI)20060.010416250675916672
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19916.327269943540159e-07
Other Europe (EI)19929.501820386503823e-06
Other Europe (EI)20020.0001280290016438812
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)20036.545450014527887e-05
Other Middle East (EI)20066.545450014527887e-05
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.0
Other South America (EI)19810.0009709090227261186
Other South America (EI)19840.0008727270178496838
Other South and Central America (EI)19770.034519635140895844
Other South and Central America (EI)19900.052599720656871796
Other South and Central America (EI)19920.0709390938282013
Other South and Central America (EI)19970.06549607962369919
Other South and Central America (EI)20060.12974396347999573
Other South and Central America (EI)20090.1637093424797058
Other South and Central America (EI)20200.27445274591445923
Other South and Central America (EI)20210.2793154716491699
Other Southern Africa (EI)19660.0
Other Southern Africa (EI)19680.0
Other Southern Africa (EI)19730.0
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.0019385450286790729
Other Southern Africa (EI)20110.002824363997206092
Other Southern Africa (EI)20170.0029781819321215153
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.0
Western Africa (EI)19900.001003636047244072
Western Africa (EI)20110.002121949102729559
~ Changed values: 122 / 7,496 (1.63%) (122 appeared) — showing the 100 most anomalous rows
countryyearother_renewables_consumption_ej -other_renewables_consumption_ej +anomaly score
North America1965NaN0.15051089227199554appeared
North America1966NaN0.15844698250293732appeared
North America1967NaN0.16201059520244598appeared
North America1968NaN0.18126049637794495appeared
North America1969NaN0.1935322880744934appeared
North America1970NaN0.19122003018856049appeared
North America1971NaN0.20775507390499115appeared
North America1972NaN0.25370705127716064appeared
North America1973NaN0.2880445718765259appeared
North America1974NaN0.3167468309402466appeared
North America1975NaN0.3390289843082428appeared
North America1976NaN0.40371888875961304appeared
North America1977NaN0.4183095693588257appeared
North America1978NaN0.41992565989494324appeared
North America1979NaN0.46844545006752014appeared
North America1980NaN0.5060673952102661appeared
North America1981NaN0.5508273839950562appeared
North America1982NaN0.5369387865066528appeared
North America1983NaN0.6034597158432007appeared
North America1984NaN0.7210952639579773appeared
North America1985NaN0.7624137997627258appeared
North America1986NaN0.8763386607170105appeared
North America1987NaN0.9755770564079285appeared
North America1988NaN0.9698004126548767appeared
North America1989NaN1.1738390922546387appeared
North America1990NaN1.3137964010238647appeared
North America1991NaN1.377996802330017appeared
North America1992NaN1.4669989347457886appeared
North America1993NaN1.5069512128829956appeared
North America1994NaN1.4675348997116089appeared
North America1995NaN1.394469141960144appeared
North America1996NaN1.4422615766525269appeared
North America1997NaN1.4618403911590576appeared
North America1998NaN1.4728068113327026appeared
North America1999NaN1.5049890279769897appeared
North America2000NaN1.5116549730300903appeared
North America2001NaN1.5123916864395142appeared
North America2002NaN1.5886248350143433appeared
North America2003NaN1.611476182937622appeared
North America2004NaN1.647297978401184appeared
North America2005NaN1.6723979711532593appeared
North America2006NaN1.6574370861053467appeared
North America2007NaN1.7074315547943115appeared
North America2008NaN1.692208170890808appeared
North America2009NaN1.6951651573181152appeared
North America2010NaN1.7642760276794434appeared
North America2011NaN1.7674884796142578appeared
North America2012NaN1.7903790473937988appeared
North America2013NaN1.8622686862945557appeared
North America2014NaN1.8938761949539185appeared
North America2015NaN1.9037312269210815appeared
North America2016NaN1.9076069593429565appeared
North America2017NaN1.8839982748031616appeared
North America2018NaN1.8528494834899902appeared
North America2019NaN1.8057085275650024appeared
North America2020NaN1.781014323234558appeared
North America2021NaN1.7620826959609985appeared
North America2022NaN1.729339599609375appeared
North America2023NaN1.6792759895324707appeared
North America2024NaN1.6171796321868896appeared
North America2025NaN1.615617036819458appeared
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN0.006228363141417503appeared
South America1971NaN0.011360573582351208appeared
South America1972NaN0.012388336472213268appeared
South America1973NaN0.012575681321322918appeared
South America1974NaN0.013354417867958546appeared
South America1975NaN0.01636546663939953appeared
South America1976NaN0.016552366316318512appeared
South America1977NaN0.01929652877151966appeared
South America1978NaN0.02142454870045185appeared
South America1979NaN0.026432761922478676appeared
South America1980NaN0.026242101565003395appeared
South America1981NaN0.026701536029577255appeared
South America1982NaN0.03167397528886795appeared
South America1983NaN0.04147015139460564appeared
South America1984NaN0.039760004729032516appeared
South America1985NaN0.04268871247768402appeared
South America1986NaN0.044890064746141434appeared
South America1987NaN0.048618365079164505appeared
South America1988NaN0.04698267579078674appeared
South America1989NaN0.047390881925821304appeared
South America1990NaN0.05973910167813301appeared
South America1991NaN0.06193653121590614appeared
South America1992NaN0.08071842044591904appeared
South America1993NaN0.08139830082654953appeared
South America1994NaN0.08679348975419998appeared
South America1995NaN0.0908987820148468appeared
South America1996NaN0.1032688319683075appeared
South America1997NaN0.10967452824115753appeared
South America1998NaN0.10538090020418167appeared
South America1999NaN0.11802317947149277appeared
South America2000NaN0.11343090236186981appeared
South America2001NaN0.12936224043369293appeared
South America2002NaN0.1461668163537979appeared
South America2003NaN0.16738300025463104appeared
~ statistical_review_of_world_energy.other_renewables_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearother_renewables_consumption_twh
Central America (EI)19700.0
Central America (EI)19730.354545533657074
Central America (EI)19795.283939361572266
Central America (EI)19838.253046035766602
Central America (EI)200429.85397720336914
Central America (EI)201040.54975509643555
Central America (EI)201751.75426483154297
Eastern Africa (EI)19790.4878788888454437
Middle Africa (EI)19670.0
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)197922.63213539123535
Non-OECD (EI)198367.18930053710938
Non-OECD (EI)198575.408935546875
Non-OECD (EI)2005299.02838134765625
Non-OECD (EI)2012536.2378540039062
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19874.496060848236084
Other Africa (EI)20019.163321495056152
Other Africa (EI)201552.3661994934082
Other Africa (EI)202158.18634033203125
Other Asia Pacific (EI)19840.0031898056622594595
Other Asia Pacific (EI)19930.07239055633544922
Other Asia Pacific (EI)20182.9752414226531982
Other Asia Pacific (EI)20252.310814380645752
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.0
Other CIS (EI)20140.039393890649080276
Other Caribbean (EI)19963.7717108726501465
Other Caribbean (EI)20023.731079339981079
Other Caribbean (EI)20062.8934030532836914
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19910.0001757574937073514
Other Europe (EI)19920.002639394486322999
Other Europe (EI)20020.03556361049413681
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)20030.018181806430220604
Other Middle East (EI)20060.018181806430220604
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.0
Other South America (EI)19810.2696969509124756
Other South America (EI)19840.24242417514324188
Other South and Central America (EI)19779.588787078857422
Other South and Central America (EI)199014.61103343963623
Other South and Central America (EI)199219.705303192138672
Other South and Central America (EI)199718.193355560302734
Other South and Central America (EI)200636.03998947143555
Other South and Central America (EI)200945.47481918334961
Other South and Central America (EI)202076.23687744140625
Other South and Central America (EI)202177.58763122558594
Other Southern Africa (EI)19660.0
Other Southern Africa (EI)19680.0
Other Southern Africa (EI)19730.0
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.5384847521781921
Other Southern Africa (EI)20110.7845455408096313
Other Southern Africa (EI)20170.8272727727890015
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.0
Western Africa (EI)19900.2787877917289734
Western Africa (EI)20110.5894303321838379
~ Changed values: 122 / 7,496 (1.63%) (122 appeared) — showing the 100 most anomalous rows
countryyearother_renewables_consumption_twh -other_renewables_consumption_twh +anomaly score
North America1965NaN41.8085823059082appeared
North America1966NaN44.0130500793457appeared
North America1967NaN45.00294494628906appeared
North America1968NaN50.35013961791992appeared
North America1969NaN53.758968353271484appeared
North America1970NaN53.116676330566406appeared
North America1971NaN57.709739685058594appeared
North America1972NaN70.47418212890625appeared
North America1973NaN80.01238250732422appeared
North America1974NaN87.9852294921875appeared
North America1975NaN94.17471313476562appeared
North America1976NaN112.14413452148438appeared
North America1977NaN116.19710540771484appeared
North America1978NaN116.64601135253906appeared
North America1979NaN130.1237335205078appeared
North America1980NaN140.57427978515625appeared
North America1981NaN153.00759887695312appeared
North America1982NaN149.149658203125appeared
North America1983NaN167.62770080566406appeared
North America1984NaN200.3042449951172appeared
North America1985NaN211.7816162109375appeared
North America1986NaN243.4274139404297appeared
North America1987NaN270.9936218261719appeared
North America1988NaN269.3890075683594appeared
North America1989NaN326.0664367675781appeared
North America1990NaN364.9434509277344appeared
North America1991NaN382.77691650390625appeared
North America1992NaN407.49969482421875appeared
North America1993NaN418.5975646972656appeared
North America1994NaN407.6485900878906appeared
North America1995NaN387.3525390625appeared
North America1996NaN400.6282043457031appeared
North America1997NaN406.0667724609375appeared
North America1998NaN409.1130065917969appeared
North America1999NaN418.052490234375appeared
North America2000NaN419.9041748046875appeared
North America2001NaN420.1087951660156appeared
North America2002NaN441.28466796875appeared
North America2003NaN447.6322937011719appeared
North America2004NaN457.582763671875appeared
North America2005NaN464.55499267578125appeared
North America2006NaN460.3992004394531appeared
North America2007NaN474.28656005859375appeared
North America2008NaN470.0578308105469appeared
North America2009NaN470.87921142578125appeared
North America2010NaN490.07666015625appeared
North America2011NaN490.9690246582031appeared
North America2012NaN497.3275146484375appeared
North America2013NaN517.296875appeared
North America2014NaN526.0767211914062appeared
North America2015NaN528.8142700195312appeared
North America2016NaN529.8908081054688appeared
North America2017NaN523.3328857421875appeared
North America2018NaN514.680419921875appeared
North America2019NaN501.585693359375appeared
North America2020NaN494.7261962890625appeared
North America2021NaN489.4674072265625appeared
North America2022NaN480.3721008300781appeared
North America2023NaN466.4655456542969appeared
North America2024NaN449.216552734375appeared
North America2025NaN448.7825012207031appeared
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN1.7301008701324463appeared
South America1971NaN3.155714988708496appeared
South America1972NaN3.44120454788208appeared
South America1973NaN3.4932446479797363appeared
South America1974NaN3.7095603942871094appeared
South America1975NaN4.545963287353516appeared
South America1976NaN4.597879886627197appeared
South America1977NaN5.360146999359131appeared
South America1978NaN5.951263427734375appeared
South America1979NaN7.342433452606201appeared
South America1980NaN7.289472579956055appeared
South America1981NaN7.417093276977539appeared
South America1982NaN8.79832649230957appeared
South America1983NaN11.519486427307129appeared
South America1984NaN11.044445991516113appeared
South America1985NaN11.857975959777832appeared
South America1986NaN12.469462394714355appeared
South America1987NaN13.505102157592773appeared
South America1988NaN13.050743103027344appeared
South America1989NaN13.164133071899414appeared
South America1990NaN16.594194412231445appeared
South America1991NaN17.204591751098633appeared
South America1992NaN22.421783447265625appeared
South America1993NaN22.610639572143555appeared
South America1994NaN24.109302520751953appeared
South America1995NaN25.249662399291992appeared
South America1996NaN28.6857852935791appeared
South America1997NaN30.465147018432617appeared
South America1998NaN29.272472381591797appeared
South America1999NaN32.784217834472656appeared
South America2000NaN31.508583068847656appeared
South America2001NaN35.933956146240234appeared
South America2002NaN40.60189437866211appeared
South America2003NaN46.495277404785156appeared
~ statistical_review_of_world_energy.other_renewables_electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearother_renewables_electricity_generation_twh
Central America (EI)1970NaN
Central America (EI)19730.11699999868869781
Central America (EI)19790.6420000195503235
Central America (EI)19831.026105284690857
Central America (EI)20043.720174551010132
Central America (EI)20105.8775224685668945
Central America (EI)20178.376998901367188
Eastern Africa (EI)19790.16099999845027924
Middle Africa (EI)1967NaN
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19794.901943206787109
Non-OECD (EI)198311.076061248779297
Non-OECD (EI)198511.825258255004883
Non-OECD (EI)200553.33969497680664
Non-OECD (EI)2012120.73905944824219
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)19870.6579999923706055
Other Africa (EI)20011.9174747467041016
Other Africa (EI)20156.883236408233643
Other Africa (EI)20217.614091396331787
Other Asia Pacific (EI)19840.0010526319965720177
Other Asia Pacific (EI)19930.02388888970017433
Other Asia Pacific (EI)20180.6969191431999207
Other Asia Pacific (EI)20250.6898088455200195
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.0
Other CIS (EI)20140.013000000268220901
Other Caribbean (EI)19961.2281711101531982
Other Caribbean (EI)20021.1905121803283691
Other Caribbean (EI)20060.7657052874565125
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)19915.8000001445179805e-05
Other Europe (EI)19920.0008709999965503812
Other Europe (EI)20020.011735999956727028
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)20030.006000000052154064
Other Middle East (EI)20060.006000000052154064
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.0
Other South America (EI)19810.08900000154972076
Other South America (EI)19840.07999999821186066
Other South and Central America (EI)19771.965999960899353
Other South and Central America (EI)19902.9355976581573486
Other South and Central America (EI)19923.4154953956604004
Other South and Central America (EI)19973.1516218185424805
Other South and Central America (EI)20065.232975959777832
Other South and Central America (EI)20097.35854434967041
Other South and Central America (EI)202014.312511444091797
Other South and Central America (EI)202115.032001495361328
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.1776999980211258
Other Southern Africa (EI)20110.258899986743927
Other Southern Africa (EI)20170.27300000190734863
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)19900.09200000017881393
Western Africa (EI)20110.1945119947195053
~ Changed values: 122 / 7,496 (1.63%) (122 appeared) — showing the 100 most anomalous rows
countryyearother_renewables_electricity_generation_twh -other_renewables_electricity_generation_twh +anomaly score
North America1965NaN13.332232475280762appeared
North America1966NaN14.062006950378418appeared
North America1967NaN14.07357120513916appeared
North America1968NaN15.546045303344727appeared
North America1969NaN16.227060317993164appeared
North America1970NaN16.235902786254883appeared
North America1971NaN17.696413040161133appeared
North America1972NaN19.67997932434082appeared
North America1973NaN21.27469253540039appeared
North America1974NaN22.032264709472656appeared
North America1975NaN21.645301818847656appeared
North America1976NaN25.696754455566406appeared
North America1977NaN27.11212158203125appeared
North America1978NaN28.52878761291504appeared
North America1979NaN30.080036163330078appeared
North America1980NaN30.8712215423584appeared
North America1981NaN32.67570877075195appeared
North America1982NaN32.462154388427734appeared
North America1983NaN35.799705505371094appeared
North America1984NaN41.89543151855469appeared
North America1985NaN41.87388610839844appeared
North America1986NaN46.11342239379883appeared
North America1987NaN51.64094924926758appeared
North America1988NaN51.84502410888672appeared
North America1989NaN59.593135833740234appeared
North America1990NaN69.39291381835938appeared
North America1991NaN73.09618377685547appeared
North America1992NaN78.96759033203125appeared
North America1993NaN81.05548858642578appeared
North America1994NaN81.16243743896484appeared
North America1995NaN79.55622863769531appeared
North America1996NaN81.52362823486328appeared
North America1997NaN82.92538452148438appeared
North America1998NaN83.42176055908203appeared
North America1999NaN85.13619232177734appeared
North America2000NaN86.02613830566406appeared
North America2001NaN87.1087875366211appeared
North America2002NaN92.44937133789062appeared
North America2003NaN92.2300033569336appeared
North America2004NaN93.81527709960938appeared
North America2005NaN94.69783782958984appeared
North America2006NaN94.62516021728516appeared
North America2007NaN96.72147369384766appeared
North America2008NaN95.28675079345703appeared
North America2009NaN95.90399932861328appeared
North America2010NaN100.63455963134766appeared
North America2011NaN101.21712493896484appeared
North America2012NaN103.52779388427734appeared
North America2013NaN108.38577270507812appeared
North America2014NaN111.0629653930664appeared
North America2015NaN111.51832580566406appeared
North America2016NaN112.39183807373047appeared
North America2017NaN111.38133239746094appeared
North America2018NaN109.75920104980469appeared
North America2019NaN105.6955337524414appeared
North America2020NaN102.83979034423828appeared
North America2021NaN102.05450439453125appeared
North America2022NaN98.56269836425781appeared
North America2023NaN93.80757904052734appeared
North America2024NaN91.855224609375appeared
North America2025NaN91.96318817138672appeared
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN0.5709333419799805appeared
South America1971NaN1.0413860082626343appeared
South America1972NaN1.135597586631775appeared
South America1973NaN1.1527706384658813appeared
South America1974NaN1.224155068397522appeared
South America1975NaN1.5001678466796875appeared
South America1976NaN1.5173002481460571appeared
South America1977NaN1.7688485383987427appeared
South America1978NaN1.9639168977737427appeared
South America1979NaN2.4230031967163086appeared
South America1980NaN2.4055259227752686appeared
South America1981NaN2.447640895843506appeared
South America1982NaN2.9034478664398193appeared
South America1983NaN3.8014304637908936appeared
South America1984NaN3.644667387008667appeared
South America1985NaN3.9131319522857666appeared
South America1986NaN4.114923000335693appeared
South America1987NaN4.45668363571167appeared
South America1988NaN4.3067450523376465appeared
South America1989NaN4.34416389465332appeared
South America1990NaN5.476084232330322appeared
South America1991NaN5.677515506744385appeared
South America1992NaN7.399188995361328appeared
South America1993NaN7.461511135101318appeared
South America1994NaN7.9560699462890625appeared
South America1995NaN8.332387924194336appeared
South America1996NaN9.466309547424316appeared
South America1997NaN10.053499221801758appeared
South America1998NaN9.659915924072266appeared
South America1999NaN10.818791389465332appeared
South America2000NaN10.397831916809082appeared
South America2001NaN11.85820484161377appeared
South America2002NaN13.398625373840332appeared
South America2003NaN15.3434419631958appeared
~ statistical_review_of_world_energy.solar_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearsolar_consumption_ej
Central America (EI)19700.0
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20103.657929937617155e-06
Central America (EI)20170.005392317194491625
Eastern Africa (EI)19790.0
Middle Africa (EI)19670.0
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.0
Non-OECD (EI)19830.0
Non-OECD (EI)19850.0
Non-OECD (EI)20050.0005662009934894741
Non-OECD (EI)20120.03325783461332321
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0
Other Africa (EI)20011.3265999768918846e-05
Other Africa (EI)20150.0024542580358684063
Other Africa (EI)20210.01118952315300703
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)20180.0023816809989511967
Other Asia Pacific (EI)20250.014759320765733719
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.0
Other CIS (EI)20142.9234699468361214e-05
Other Caribbean (EI)19960.0
Other Caribbean (EI)20021.2240000160090858e-06
Other Caribbean (EI)20061.7116499293479137e-05
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20021.2420000530255493e-06
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)20030.0
Other Middle East (EI)20060.0
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.0012339280219748616
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0
Other South and Central America (EI)20061.9579500076361e-05
Other South and Central America (EI)20097.542900129919872e-05
Other South and Central America (EI)20200.018052978441119194
Other South and Central America (EI)20210.021370265632867813
Other Southern Africa (EI)19660.0
Other Southern Africa (EI)19680.0
Other Southern Africa (EI)19730.0
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20103.096000000368804e-05
Other Southern Africa (EI)20115.292000059853308e-05
Other Southern Africa (EI)20170.0002658480079844594
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.0
Western Africa (EI)19900.0
Western Africa (EI)20110.0001438309991499409
~ statistical_review_of_world_energy.solar_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearsolar_consumption_twh
Central America (EI)19700.0
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20100.0010160916717723012
Central America (EI)20171.497865915298462
Eastern Africa (EI)19790.0
Middle Africa (EI)19670.0
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.0
Non-OECD (EI)19830.0
Non-OECD (EI)19850.0
Non-OECD (EI)20050.15727806091308594
Non-OECD (EI)20129.238286972045898
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0
Other Africa (EI)20010.0036849998869001865
Other Africa (EI)20150.6817383170127869
Other Africa (EI)20213.108200788497925
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)20180.6615780591964722
Other Asia Pacific (EI)20254.099811553955078
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.0
Other CIS (EI)20140.008120750077068806
Other Caribbean (EI)19960.0
Other Caribbean (EI)20020.00033999999868683517
Other Caribbean (EI)20060.004754583351314068
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.00034500000765547156
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)20030.0
Other Middle East (EI)20060.0
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.34275779128074646
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0
Other South and Central America (EI)20060.005438750144094229
Other South and Central America (EI)20090.0209525004029274
Other South and Central America (EI)20205.014716148376465
Other South and Central America (EI)20215.936184883117676
Other Southern Africa (EI)19660.0
Other Southern Africa (EI)19680.0
Other Southern Africa (EI)19730.0
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.00860000029206276
Other Southern Africa (EI)20110.014700000174343586
Other Southern Africa (EI)20170.07384666800498962
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.0
Western Africa (EI)19900.0
Western Africa (EI)20110.03995305672287941
~ statistical_review_of_world_energy.solar_electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearsolar_electricity_generation_twh
Central America (EI)1970NaN
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0
Central America (EI)20100.0010160929523408413
Central America (EI)20171.4978657960891724
Eastern Africa (EI)19790.0
Middle Africa (EI)1967NaN
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.0
Non-OECD (EI)19830.0
Non-OECD (EI)19850.0
Non-OECD (EI)20050.15727809071540833
Non-OECD (EI)20129.238286972045898
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970NaN
Other Africa (EI)19870.0
Other Africa (EI)20010.0036849998869001865
Other Africa (EI)20150.6817383766174316
Other Africa (EI)20213.108200788497925
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)20180.6615779995918274
Other Asia Pacific (EI)20254.099811553955078
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.0
Other CIS (EI)20140.008120750077068806
Other Caribbean (EI)19960.0
Other Caribbean (EI)20020.00033999999868683517
Other Caribbean (EI)20060.0047545721754431725
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.00034500000765547156
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0
Other Middle East (EI)20030.0
Other Middle East (EI)20060.0
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.3427578806877136
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0
Other South and Central America (EI)20060.005438757129013538
Other South and Central America (EI)20090.020952489227056503
Other South and Central America (EI)20205.014716148376465
Other South and Central America (EI)20215.936184883117676
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.00860000029206276
Other Southern Africa (EI)20110.014700000174343586
Other Southern Africa (EI)20170.07384680211544037
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)19900.0
Western Africa (EI)20110.03995300084352493
~ Changed values: 1,009 / 7,496 (13.46%) (1,009 appeared) — showing the 100 most anomalous rows
countryyearsolar_electricity_generation_twh -solar_electricity_generation_twh +anomaly score
Africa1965NaN0.0appeared
Africa1966NaN0.0appeared
Africa1967NaN0.0appeared
Africa1968NaN0.0appeared
Africa1969NaN0.0appeared
Africa1970NaN0.0appeared
Africa (EI)1965NaN0.0appeared
Africa (EI)1966NaN0.0appeared
Africa (EI)1967NaN0.0appeared
Africa (EI)1968NaN0.0appeared
Africa (EI)1969NaN0.0appeared
Africa (EI)1970NaN0.0appeared
Algeria1965NaN0.0appeared
Algeria1966NaN0.0appeared
Algeria1967NaN0.0appeared
Algeria1968NaN0.0appeared
Algeria1969NaN0.0appeared
Algeria1970NaN0.0appeared
Algeria1971NaN0.0appeared
Algeria1972NaN0.0appeared
Algeria1973NaN0.0appeared
Algeria1974NaN0.0appeared
Algeria1975NaN0.0appeared
Algeria1976NaN0.0appeared
Algeria1977NaN0.0appeared
Algeria1978NaN0.0appeared
Algeria1979NaN0.0appeared
Algeria1980NaN0.0appeared
Algeria1981NaN0.0appeared
Algeria1982NaN0.0appeared
Algeria1983NaN0.0appeared
Algeria1984NaN0.0appeared
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1965NaN0.0appeared
Argentina1966NaN0.0appeared
Argentina1967NaN0.0appeared
Argentina1968NaN0.0appeared
Argentina1969NaN0.0appeared
Argentina1970NaN0.0appeared
Argentina1971NaN0.0appeared
Argentina1972NaN0.0appeared
Argentina1973NaN0.0appeared
Argentina1974NaN0.0appeared
Argentina1975NaN0.0appeared
Argentina1976NaN0.0appeared
Argentina1977NaN0.0appeared
Argentina1978NaN0.0appeared
Argentina1979NaN0.0appeared
Argentina1980NaN0.0appeared
Argentina1981NaN0.0appeared
Argentina1982NaN0.0appeared
Argentina1983NaN0.0appeared
Argentina1984NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1965NaN0.0appeared
Australia1966NaN0.0appeared
Australia1967NaN0.0appeared
Australia1968NaN0.0appeared
Australia1969NaN0.0appeared
Australia1970NaN0.0appeared
Australia1971NaN0.0appeared
Australia1972NaN0.0appeared
Australia1973NaN0.0appeared
Australia1974NaN0.0appeared
Australia1975NaN0.0appeared
Australia1976NaN0.0appeared
Australia1977NaN0.0appeared
Australia1978NaN0.0appeared
Australia1979NaN0.0appeared
Australia1980NaN0.0appeared
Australia1981NaN0.0appeared
Australia1982NaN0.0appeared
Australia1983NaN0.0appeared
Australia1984NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1965NaN0.0appeared
Austria1966NaN0.0appeared
Austria1967NaN0.0appeared
Austria1968NaN0.0appeared
Austria1969NaN0.0appeared
Austria1970NaN0.0appeared
Austria1971NaN0.0appeared
Austria1972NaN0.0appeared
Austria1973NaN0.0appeared
Austria1974NaN0.0appeared
Austria1975NaN0.0appeared
Austria1976NaN0.0appeared
Austria1977NaN0.0appeared
~ statistical_review_of_world_energy.total_energy_supply_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeartotal_energy_supply_ej
Central America (EI)19700.17957985401153564
Central America (EI)19730.2179199457168579
Central America (EI)19790.31602662801742554
Central America (EI)19830.3003641366958618
Central America (EI)20040.8375644683837891
Central America (EI)20100.9829688668251038
Central America (EI)20171.2880569696426392
Eastern Africa (EI)19790.5363224148750305
Middle Africa (EI)19670.11141688376665115
Middle Africa (EI)19850.25499701499938965
Non-OECD (EI)196544.41474533081055
Non-OECD (EI)196748.79438400268555
Non-OECD (EI)197997.78560638427734
Non-OECD (EI)1983109.8252182006836
Non-OECD (EI)1985118.30704498291016
Non-OECD (EI)2005209.6561737060547
Non-OECD (EI)2012283.2599792480469
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.966702401638031
Other Africa (EI)19872.2681446075439453
Other Africa (EI)20013.4997832775115967
Other Africa (EI)20156.396014213562012
Other Africa (EI)20217.848692417144775
Other Asia Pacific (EI)19841.8696094751358032
Other Asia Pacific (EI)19931.5306146144866943
Other Asia Pacific (EI)20182.8690946102142334
Other Asia Pacific (EI)20253.5335490703582764
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.3852669298648834
Other CIS (EI)20140.5532212257385254
Other Caribbean (EI)19961.3353931903839111
Other Caribbean (EI)20021.7948634624481201
Other Caribbean (EI)20061.9045190811157227
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.6338691711425781
Other Europe (EI)19911.509131908416748
Other Europe (EI)19921.3214935064315796
Other Europe (EI)20021.2587007284164429
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.21479079127311707
Other Middle East (EI)19871.0098193883895874
Other Middle East (EI)19921.261601448059082
Other Middle East (EI)20031.9452459812164307
Other Middle East (EI)20062.2771129608154297
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.17333687841892242
Other Northern Africa (EI)19750.20893144607543945
Other Northern Africa (EI)19800.433245450258255
Other Northern Africa (EI)19870.6312317252159119
Other Northern Africa (EI)20201.0560293197631836
Other South America (EI)19810.24670572578907013
Other South America (EI)19840.20839470624923706
Other South and Central America (EI)19771.8047629594802856
Other South and Central America (EI)19902.0232934951782227
Other South and Central America (EI)19922.0477216243743896
Other South and Central America (EI)19972.533759832382202
Other South and Central America (EI)20063.3675642013549805
Other South and Central America (EI)20093.2632052898406982
Other South and Central America (EI)20203.4599478244781494
Other South and Central America (EI)20213.6881868839263916
Other Southern Africa (EI)19660.005223801825195551
Other Southern Africa (EI)19680.006173956207931042
Other Southern Africa (EI)19730.009289989247918129
Other Southern Africa (EI)19850.029693014919757843
Other Southern Africa (EI)19890.040532588958740234
Other Southern Africa (EI)20100.10990762710571289
Other Southern Africa (EI)20110.11940842866897583
Other Southern Africa (EI)20170.17025472223758698
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.21222159266471863
Western Africa (EI)19900.8010826706886292
Western Africa (EI)20111.746503472328186
~ Changed values: 67 / 7,496 (0.89%) (61 appeared, 6 disappeared)
countryyeartotal_energy_supply_ej -total_energy_supply_ej +anomaly score
Bangladesh19650.0NaNdisappeared
Bangladesh19660.0NaNdisappeared
Bangladesh19670.0NaNdisappeared
Bangladesh19680.0NaNdisappeared
Bangladesh19690.0NaNdisappeared
Bangladesh19700.0NaNdisappeared
South America1965NaN3.5687549114227295appeared
South America1966NaN3.7915992736816406appeared
South America1967NaN3.924687623977661appeared
South America1968NaN4.192417621612549appeared
South America1969NaN4.377555847167969appeared
South America1970NaN4.621199607849121appeared
South America1971NaN4.855739116668701appeared
South America1972NaN5.191962242126465appeared
South America1973NaN5.701824188232422appeared
South America1974NaN6.078627586364746appeared
South America1975NaN6.153665065765381appeared
South America1976NaN6.563404560089111appeared
South America1977NaN6.948979377746582appeared
South America1978NaN7.327828407287598appeared
South America1979NaN7.821263313293457appeared
South America1980NaN8.060601234436035appeared
South America1981NaN7.95888090133667appeared
South America1982NaN8.119948387145996appeared
South America1983NaN8.11203670501709appeared
South America1984NaN8.352560997009277appeared
South America1985NaN8.626590728759766appeared
South America1986NaN9.147080421447754appeared
South America1987NaN9.429954528808594appeared
South America1988NaN9.770960807800293appeared
South America1989NaN9.898447036743164appeared
South America1990NaN9.87958812713623appeared
South America1991NaN10.121915817260742appeared
South America1992NaN10.601518630981445appeared
South America1993NaN10.931153297424316appeared
South America1994NaN11.588330268859863appeared
South America1995NaN12.225024223327637appeared
South America1996NaN12.754470825195312appeared
South America1997NaN13.394810676574707appeared
South America1998NaN13.807967185974121appeared
South America1999NaN13.84692096710205appeared
South America2000NaN14.185076713562012appeared
South America2001NaN14.298441886901855appeared
South America2002NaN14.306286811828613appeared
South America2003NaN14.242744445800781appeared
South America2004NaN15.229122161865234appeared
South America2005NaN15.64369010925293appeared
South America2006NaN16.485279083251953appeared
South America2007NaN17.424766540527344appeared
South America2008NaN18.201995849609375appeared
South America2009NaN17.99953269958496appeared
South America2010NaN19.144445419311523appeared
South America2011NaN19.979324340820312appeared
South America2012NaN20.953664779663086appeared
South America2013NaN21.64112091064453appeared
South America2014NaN22.03898811340332appeared
South America2015NaN21.894577026367188appeared
South America2016NaN21.5658016204834appeared
South America2017NaN21.516582489013672appeared
South America2018NaN21.125200271606445appeared
South America2019NaN20.973400115966797appeared
South America2020NaN19.1008243560791appeared
South America2021NaN20.905513763427734appeared
South America2022NaN21.560195922851562appeared
South America2023NaN22.001441955566406appeared
South America2024NaN22.369693756103516appeared
South America2025NaN22.495534896850586appeared
~ statistical_review_of_world_energy.total_energy_supply_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyeartotal_energy_supply_twh
Central America (EI)197049.88329315185547
Central America (EI)197360.53331756591797
Central America (EI)197987.78517150878906
Central America (EI)198383.43447875976562
Central America (EI)2004232.65679931640625
Central America (EI)2010273.0469055175781
Central America (EI)2017357.7936096191406
Eastern Africa (EI)1979148.97845458984375
Middle Africa (EI)196730.949134826660156
Middle Africa (EI)198570.83250427246094
Non-OECD (EI)196512337.4296875
Non-OECD (EI)196713553.9951171875
Non-OECD (EI)197927162.66796875
Non-OECD (EI)198330507.005859375
Non-OECD (EI)198532863.06640625
Non-OECD (EI)200558237.82421875
Non-OECD (EI)201278683.328125
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)1970268.5284423828125
Other Africa (EI)1987630.0401611328125
Other Africa (EI)2001972.1620483398438
Other Africa (EI)20151776.670654296875
Other Africa (EI)20212180.1923828125
Other Asia Pacific (EI)1984519.3359375
Other Asia Pacific (EI)1993425.17071533203125
Other Asia Pacific (EI)2018796.970703125
Other Asia Pacific (EI)2025981.5413818359375
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)2003107.01859283447266
Other CIS (EI)2014153.6725616455078
Other Caribbean (EI)1996370.94256591796875
Other Caribbean (EI)2002498.57318115234375
Other Caribbean (EI)2006529.0330810546875
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967176.07476806640625
Other Europe (EI)1991419.20330810546875
Other Europe (EI)1992367.08154296875
Other Europe (EI)2002349.63909912109375
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)196559.66410827636719
Other Middle East (EI)1987280.50537109375
Other Middle East (EI)1992350.4448547363281
Other Middle East (EI)2003540.3461303710938
Other Middle East (EI)2006632.5313720703125
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)197348.149131774902344
Other Northern Africa (EI)197558.03651428222656
Other Northern Africa (EI)1980120.34595489501953
Other Northern Africa (EI)1987175.34214782714844
Other Northern Africa (EI)2020293.34149169921875
Other South America (EI)198168.52936553955078
Other South America (EI)198457.88741683959961
Other South and Central America (EI)1977501.32305908203125
Other South and Central America (EI)1990562.0260009765625
Other South and Central America (EI)1992568.8115844726562
Other South and Central America (EI)1997703.8222045898438
Other South and Central America (EI)2006935.4345092773438
Other South and Central America (EI)2009906.4459228515625
Other South and Central America (EI)2020961.0966186523438
Other South and Central America (EI)20211024.496337890625
Other Southern Africa (EI)19661.4510560035705566
Other Southern Africa (EI)19681.714987874031067
Other Southern Africa (EI)19732.580552577972412
Other Southern Africa (EI)19858.248059272766113
Other Southern Africa (EI)198911.259052276611328
Other Southern Africa (EI)201030.529895782470703
Other Southern Africa (EI)201133.16900634765625
Other Southern Africa (EI)201747.2929801940918
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)196658.950443267822266
Western Africa (EI)1990222.52296447753906
Western Africa (EI)2011485.1398620605469
~ Changed values: 67 / 7,496 (0.89%) (61 appeared, 6 disappeared)
countryyeartotal_energy_supply_twh -total_energy_supply_twh +anomaly score
Bangladesh19650.0NaNdisappeared
Bangladesh19660.0NaNdisappeared
Bangladesh19670.0NaNdisappeared
Bangladesh19680.0NaNdisappeared
Bangladesh19690.0NaNdisappeared
Bangladesh19700.0NaNdisappeared
South America1965NaN991.32080078125appeared
South America1966NaN1053.2220458984375appeared
South America1967NaN1090.1910400390625appeared
South America1968NaN1164.5604248046875appeared
South America1969NaN1215.98779296875appeared
South America1970NaN1283.66650390625appeared
South America1971NaN1348.81640625appeared
South America1972NaN1442.211669921875appeared
South America1973NaN1583.8399658203125appeared
South America1974NaN1688.507568359375appeared
South America1975NaN1709.3514404296875appeared
South America1976NaN1823.16796875appeared
South America1977NaN1930.27197265625appeared
South America1978NaN2035.5078125appeared
South America1979NaN2172.5732421875appeared
South America1980NaN2239.055908203125appeared
South America1981NaN2210.80029296875appeared
South America1982NaN2255.541259765625appeared
South America1983NaN2253.343505859375appeared
South America1984NaN2320.15576171875appeared
South America1985NaN2396.275390625appeared
South America1986NaN2540.855712890625appeared
South America1987NaN2619.431884765625appeared
South America1988NaN2714.15576171875appeared
South America1989NaN2749.568603515625appeared
South America1990NaN2744.330078125appeared
South America1991NaN2811.643310546875appeared
South America1992NaN2944.8662109375appeared
South America1993NaN3036.431396484375appeared
South America1994NaN3218.980712890625appeared
South America1995NaN3395.840087890625appeared
South America1996NaN3542.90869140625appeared
South America1997NaN3720.78076171875appeared
South America1998NaN3835.54638671875appeared
South America1999NaN3846.366943359375appeared
South America2000NaN3940.299072265625appeared
South America2001NaN3971.78955078125appeared
South America2002NaN3973.968505859375appeared
South America2003NaN3956.31787109375appeared
South America2004NaN4230.3115234375appeared
South America2005NaN4345.46923828125appeared
South America2006NaN4579.244140625appeared
South America2007NaN4840.212890625appeared
South America2008NaN5056.10986328125appeared
South America2009NaN4999.8701171875appeared
South America2010NaN5317.9013671875appeared
South America2011NaN5549.8125appeared
South America2012NaN5820.46240234375appeared
South America2013NaN6011.42236328125appeared
South America2014NaN6121.94140625appeared
South America2015NaN6081.82666015625appeared
South America2016NaN5990.50048828125appeared
South America2017NaN5976.82861328125appeared
South America2018NaN5868.111328125appeared
South America2019NaN5825.94482421875appeared
South America2020NaN5305.78466796875appeared
South America2021NaN5807.08740234375appeared
South America2022NaN5988.943359375appeared
South America2023NaN6111.51171875appeared
South America2024NaN6213.8037109375appeared
South America2025NaN6248.759765625appeared
~ statistical_review_of_world_energy.wind_consumption_ej 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearwind_consumption_ej
Central America (EI)19700.0
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.0009195629972964525
Central America (EI)20100.0018787420121952891
Central America (EI)20170.011534176766872406
Eastern Africa (EI)19790.0
Middle Africa (EI)19670.0
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.0
Non-OECD (EI)19830.0
Non-OECD (EI)19850.0
Non-OECD (EI)20050.03336077183485031
Non-OECD (EI)20120.5274803638458252
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0
Other Africa (EI)20010.00011080800322815776
Other Africa (EI)20150.005072473082691431
Other Africa (EI)20210.013338465243577957
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)20180.0014409360010176897
Other Asia Pacific (EI)20250.0022017071023583412
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.0
Other CIS (EI)20141.8000000636675395e-05
Other Caribbean (EI)19962.6516199795878492e-05
Other Caribbean (EI)20020.00021930999355390668
Other Caribbean (EI)20060.0004420529876369983
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20022.010910066019278e-06
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0
Other Middle East (EI)19870.0
Other Middle East (EI)19923.5999998999614036e-06
Other Middle East (EI)20031.0800000382005237e-05
Other Middle East (EI)20061.4760000340174884e-05
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.0016754399985074997
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.0003014419926330447
Other South and Central America (EI)20060.0014252200489863753
Other South and Central America (EI)20090.00237865699455142
Other South and Central America (EI)20200.0407312847673893
Other South and Central America (EI)20210.04093489795923233
Other Southern Africa (EI)19660.0
Other Southern Africa (EI)19680.0
Other Southern Africa (EI)19730.0
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.0
Other Southern Africa (EI)20110.0
Other Southern Africa (EI)20170.0
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.0
Western Africa (EI)19900.0
Western Africa (EI)20117.397640001727268e-05
~ Changed values: 62 / 7,496 (0.83%) (1 revised, 61 appeared)
countryyearwind_consumption_ej -wind_consumption_ej +anomaly score
Asia19970.0042873816564679150.0043050833046436310.21%
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN0.0appeared
South America1971NaN0.0appeared
South America1972NaN0.0appeared
South America1973NaN0.0appeared
South America1974NaN0.0appeared
South America1975NaN0.0appeared
South America1976NaN0.0appeared
South America1977NaN0.0appeared
South America1978NaN0.0appeared
South America1979NaN0.0appeared
South America1980NaN0.0appeared
South America1981NaN0.0appeared
South America1982NaN0.0appeared
South America1983NaN0.0appeared
South America1984NaN0.0appeared
South America1985NaN0.0appeared
South America1986NaN0.0appeared
South America1987NaN0.0appeared
South America1988NaN0.0appeared
South America1989NaN0.0appeared
South America1990NaN0.0appeared
South America1991NaN0.0appeared
South America1992NaN0.0appeared
South America1993NaN0.0appeared
South America1994NaN0.0appeared
South America1995NaN0.0appeared
South America1996NaN4.3264801206532866e-05appeared
South America1997NaN6.909119838383049e-05appeared
South America1998NaN0.0001369480014545843appeared
South America1999NaN0.00013457199383992702appeared
South America2000NaN0.00013499119086191058appeared
South America2001NaN0.0003362421994097531appeared
South America2002NaN0.0005167602212168276appeared
South America2003NaN0.0005331361899152398appeared
South America2004NaN0.0006932722171768546appeared
South America2005NaN0.0008036611834540963appeared
South America2006NaN0.0013635391369462013appeared
South America2007NaN0.0028399238362908363appeared
South America2008NaN0.004789212718605995appeared
South America2009NaN0.0052632978186011314appeared
South America2010NaN0.00951993279159069appeared
South America2011NaN0.011631780304014683appeared
South America2012NaN0.021616807207465172appeared
South America2013NaN0.028538648039102554appeared
South America2014NaN0.055929962545633316appeared
South America2015NaN0.09810718894004822appeared
South America2016NaN0.14695392549037933appeared
South America2017NaN0.1861076056957245appeared
South America2018NaN0.2156364917755127appeared
South America2019NaN0.26124870777130127appeared
South America2020NaN0.2863049805164337appeared
South America2021NaN0.3597535490989685appeared
South America2022NaN0.40320149064064026appeared
South America2023NaN0.4597349762916565appeared
South America2024NaN0.5199165940284729appeared
South America2025NaN0.5612271428108215appeared
~ statistical_review_of_world_energy.wind_consumption_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearwind_consumption_twh
Central America (EI)19700.0
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.25543415546417236
Central America (EI)20100.5218727588653564
Central America (EI)20173.2039380073547363
Eastern Africa (EI)19790.0
Middle Africa (EI)19670.0
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.0
Non-OECD (EI)19830.0
Non-OECD (EI)19850.0
Non-OECD (EI)20059.266880989074707
Non-OECD (EI)2012146.52232360839844
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0
Other Africa (EI)20010.030780000612139702
Other Africa (EI)20151.4090203046798706
Other Africa (EI)20213.7051291465759277
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)20180.40026000142097473
Other Asia Pacific (EI)20250.6115853190422058
Other CIS (EI)19680.0
Other CIS (EI)19800.0
Other CIS (EI)20030.0
Other CIS (EI)20140.005000000353902578
Other Caribbean (EI)19960.007365610916167498
Other Caribbean (EI)20020.060919441282749176
Other Caribbean (EI)20060.12279249727725983
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)19670.0
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.0005585861508734524
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)19650.0
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0009999999310821295
Other Middle East (EI)20030.003000000026077032
Other Middle East (EI)20060.004100000020116568
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.46540001034736633
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.08373388648033142
Other South and Central America (EI)20060.39589446783065796
Other South and Central America (EI)20090.6607380509376526
Other South and Central America (EI)202011.31424617767334
Other South and Central America (EI)202111.370804786682129
Other Southern Africa (EI)19660.0
Other Southern Africa (EI)19680.0
Other Southern Africa (EI)19730.0
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.0
Other Southern Africa (EI)20110.0
Other Southern Africa (EI)20170.0
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)19660.0
Western Africa (EI)19900.0
Western Africa (EI)20110.020548999309539795
~ Changed values: 62 / 7,496 (0.83%) (1 revised, 61 appeared)
countryyearwind_consumption_twh -wind_consumption_twh +anomaly score
Asia19971.19093930721282961.19585645198822020.21%
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN0.0appeared
South America1971NaN0.0appeared
South America1972NaN0.0appeared
South America1973NaN0.0appeared
South America1974NaN0.0appeared
South America1975NaN0.0appeared
South America1976NaN0.0appeared
South America1977NaN0.0appeared
South America1978NaN0.0appeared
South America1979NaN0.0appeared
South America1980NaN0.0appeared
South America1981NaN0.0appeared
South America1982NaN0.0appeared
South America1983NaN0.0appeared
South America1984NaN0.0appeared
South America1985NaN0.0appeared
South America1986NaN0.0appeared
South America1987NaN0.0appeared
South America1988NaN0.0appeared
South America1989NaN0.0appeared
South America1990NaN0.0appeared
South America1991NaN0.0appeared
South America1992NaN0.0appeared
South America1993NaN0.0appeared
South America1994NaN0.0appeared
South America1995NaN0.0appeared
South America1996NaN0.012018000707030296appeared
South America1997NaN0.01919199898838997appeared
South America1998NaN0.03804111108183861appeared
South America1999NaN0.03738110885024071appeared
South America2000NaN0.03749755397439003appeared
South America2001NaN0.09340061247348785appeared
South America2002NaN0.1435444951057434appeared
South America2003NaN0.14809338748455048appeared
South America2004NaN0.192575603723526appeared
South America2005NaN0.2232392281293869appeared
South America2006NaN0.3787608742713928appeared
South America2007NaN0.788867712020874appeared
South America2008NaN1.3303369283676147appeared
South America2009NaN1.4620271921157837appeared
South America2010NaN2.644425868988037appeared
South America2011NaN3.2310500144958496appeared
South America2012NaN6.004668712615967appeared
South America2013NaN7.927402496337891appeared
South America2014NaN15.536101341247559appeared
South America2015NaN27.251996994018555appeared
South America2016NaN40.820533752441406appeared
South America2017NaN51.696556091308594appeared
South America2018NaN59.899024963378906appeared
South America2019NaN72.56908416748047appeared
South America2020NaN79.52915954589844appeared
South America2021NaN99.9315414428711appeared
South America2022NaN112.00041198730469appeared
South America2023NaN127.70415496826172appeared
South America2024NaN144.4212646484375appeared
South America2025NaN155.89642333984375appeared
~ statistical_review_of_world_energy.wind_electricity_generation_twh 🔴 median anomaly score 16%changed data
- Removed values: 1,200 / 7,496 (16.01%) — showing a random sample of 100 rows
countryyearwind_electricity_generation_twh
Central America (EI)1970NaN
Central America (EI)19730.0
Central America (EI)19790.0
Central America (EI)19830.0
Central America (EI)20040.2554340362548828
Central America (EI)20100.5218728184700012
Central America (EI)20173.2039380073547363
Eastern Africa (EI)19790.0
Middle Africa (EI)1967NaN
Middle Africa (EI)19850.0
Non-OECD (EI)19650.0
Non-OECD (EI)19670.0
Non-OECD (EI)19790.0
Non-OECD (EI)19830.0
Non-OECD (EI)19850.0
Non-OECD (EI)20059.266880989074707
Non-OECD (EI)2012146.52232360839844
Non-OPEC (EI)1967NaN
Non-OPEC (EI)1983NaN
Non-OPEC (EI)2015NaN
Non-OPEC (EI)2022NaN
Non-OPEC (EI)2023NaN
Other Africa (EI)19700.0
Other Africa (EI)19870.0
Other Africa (EI)20010.030780000612139702
Other Africa (EI)20151.4090204238891602
Other Africa (EI)20213.7051291465759277
Other Asia Pacific (EI)19840.0
Other Asia Pacific (EI)19930.0
Other Asia Pacific (EI)20180.40025997161865234
Other Asia Pacific (EI)20250.611585259437561
Other CIS (EI)1968NaN
Other CIS (EI)1980NaN
Other CIS (EI)20030.0
Other CIS (EI)20140.004999999888241291
Other Caribbean (EI)19960.007365622092038393
Other Caribbean (EI)20020.060919370502233505
Other Caribbean (EI)20060.12279240787029266
Other Eastern Africa (EI)1983NaN
Other Eastern Africa (EI)1992NaN
Other Eastern Africa (EI)2011NaN
Other Eastern Africa (EI)2014NaN
Other Eastern Africa (EI)2020NaN
Other Europe (EI)1967NaN
Other Europe (EI)19910.0
Other Europe (EI)19920.0
Other Europe (EI)20020.0005585859762504697
Other Middle Africa (EI)1978NaN
Other Middle Africa (EI)1980NaN
Other Middle Africa (EI)1981NaN
Other Middle Africa (EI)1985NaN
Other Middle Africa (EI)2001NaN
Other Middle Africa (EI)2009NaN
Other Middle Africa (EI)2012NaN
Other Middle East (EI)1965NaN
Other Middle East (EI)19870.0
Other Middle East (EI)19920.0010000000474974513
Other Middle East (EI)20030.003000000026077032
Other Middle East (EI)20060.004100000020116568
Other North America (EI)2008NaN
Other North America (EI)2015NaN
Other Northern Africa (EI)19730.0
Other Northern Africa (EI)19750.0
Other Northern Africa (EI)19800.0
Other Northern Africa (EI)19870.0
Other Northern Africa (EI)20200.46540001034736633
Other South America (EI)19810.0
Other South America (EI)19840.0
Other South and Central America (EI)19770.0
Other South and Central America (EI)19900.0
Other South and Central America (EI)19920.0
Other South and Central America (EI)19970.08373399823904037
Other South and Central America (EI)20060.39589452743530273
Other South and Central America (EI)20090.6607380509376526
Other South and Central America (EI)202011.314245223999023
Other South and Central America (EI)202111.370805740356445
Other Southern Africa (EI)1966NaN
Other Southern Africa (EI)1968NaN
Other Southern Africa (EI)1973NaN
Other Southern Africa (EI)19850.0
Other Southern Africa (EI)19890.0
Other Southern Africa (EI)20100.0
Other Southern Africa (EI)20110.0
Other Southern Africa (EI)20170.0
Other Western Africa (EI)1969NaN
Other Western Africa (EI)1970NaN
Other Western Africa (EI)1974NaN
Other Western Africa (EI)1980NaN
Other Western Africa (EI)1981NaN
Other Western Africa (EI)1990NaN
Other Western Africa (EI)1998NaN
Other Western Africa (EI)2008NaN
Other Western Africa (EI)2025NaN
Rest of World (EI)1995NaN
Rest of World (EI)1998NaN
Rest of World (EI)2013NaN
Rest of World (EI)2020NaN
Western Africa (EI)1966NaN
Western Africa (EI)19900.0
Western Africa (EI)20110.020548999309539795
~ Changed values: 997 / 7,496 (13.30%) (997 appeared) — showing the 100 most anomalous rows
countryyearwind_electricity_generation_twh -wind_electricity_generation_twh +anomaly score
Algeria1965NaN0.0appeared
Algeria1966NaN0.0appeared
Algeria1967NaN0.0appeared
Algeria1968NaN0.0appeared
Algeria1969NaN0.0appeared
Algeria1970NaN0.0appeared
Algeria1971NaN0.0appeared
Algeria1972NaN0.0appeared
Algeria1973NaN0.0appeared
Algeria1974NaN0.0appeared
Algeria1975NaN0.0appeared
Algeria1976NaN0.0appeared
Algeria1977NaN0.0appeared
Algeria1978NaN0.0appeared
Algeria1979NaN0.0appeared
Algeria1980NaN0.0appeared
Algeria1981NaN0.0appeared
Algeria1982NaN0.0appeared
Algeria1983NaN0.0appeared
Algeria1984NaN0.0appeared
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1965NaN0.0appeared
Argentina1966NaN0.0appeared
Argentina1967NaN0.0appeared
Argentina1968NaN0.0appeared
Argentina1969NaN0.0appeared
Argentina1970NaN0.0appeared
Argentina1971NaN0.0appeared
Argentina1972NaN0.0appeared
Argentina1973NaN0.0appeared
Argentina1974NaN0.0appeared
Argentina1975NaN0.0appeared
Argentina1976NaN0.0appeared
Argentina1977NaN0.0appeared
Argentina1978NaN0.0appeared
Argentina1979NaN0.0appeared
Argentina1980NaN0.0appeared
Argentina1981NaN0.0appeared
Argentina1982NaN0.0appeared
Argentina1983NaN0.0appeared
Argentina1984NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1965NaN0.0appeared
Australia1966NaN0.0appeared
Australia1967NaN0.0appeared
Australia1968NaN0.0appeared
Australia1969NaN0.0appeared
Australia1970NaN0.0appeared
Australia1971NaN0.0appeared
Australia1972NaN0.0appeared
Australia1973NaN0.0appeared
Australia1974NaN0.0appeared
Australia1975NaN0.0appeared
Australia1976NaN0.0appeared
Australia1977NaN0.0appeared
Australia1978NaN0.0appeared
Australia1979NaN0.0appeared
Australia1980NaN0.0appeared
Australia1981NaN0.0appeared
Australia1982NaN0.0appeared
Australia1983NaN0.0appeared
Australia1984NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1965NaN0.0appeared
Austria1966NaN0.0appeared
Austria1967NaN0.0appeared
Austria1968NaN0.0appeared
Austria1969NaN0.0appeared
Austria1970NaN0.0appeared
Austria1971NaN0.0appeared
Austria1972NaN0.0appeared
Austria1973NaN0.0appeared
Austria1974NaN0.0appeared
Austria1975NaN0.0appeared
Austria1976NaN0.0appeared
Austria1977NaN0.0appeared
Austria1978NaN0.0appeared
Austria1979NaN0.0appeared
Austria1980NaN0.0appeared
Austria1981NaN0.0appeared
Austria1982NaN0.0appeared
Austria1983NaN0.0appeared
Austria1984NaN0.0appeared
Austria1985NaN0.0appeared
Austria1986NaN0.0appeared
Austria1987NaN0.0appeared
Austria1988NaN0.0appeared
Austria1989NaN0.0appeared
~ garden/energy/2026-06-30/carbon_intensity_of_energy🟢 2 column(s) changed↕ 🟢 2 column(s) w/ shifted coverage− 57 row(s) removed: High-income countries, Low-income countries, Lower-middle-income countries, Upper-middle-income countries4 columns in 1 table
= Table carbon_intensity_of_energy🟢 median anomaly score 0.89%
~ carbon_intensity_of_energy.emissions_total_including_land_use_change_per_unit_energy 🟢 median anomaly score 0.89%changed data
- Removed values: 57 / 11,063 (0.52%)
countryyearemissions_total_including_land_use_change_per_unit_energy
High-income countries1965337.58697509765625
High-income countries1966326.6155090332031
High-income countries1967346.22906494140625
High-income countries1968342.6188049316406
High-income countries1969323.3521423339844
High-income countries1970322.4552917480469
High-income countries1971315.30523681640625
High-income countries1972308.78753662109375
High-income countries1973304.2677917480469
High-income countries1974306.71649169921875
High-income countries1975307.8356628417969
High-income countries1976304.7215270996094
High-income countries1977307.4914855957031
High-income countries1978302.9781494140625
High-income countries1979300.2342224121094
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries19651737.1904296875
Lower-middle-income countries19661695.8271484375
Lower-middle-income countries19671611.10791015625
Lower-middle-income countries19681334.956298828125
Lower-middle-income countries19691926.6761474609375
Lower-middle-income countries19701602.196044921875
Lower-middle-income countries19711470.570068359375
Lower-middle-income countries19721507.1387939453125
Lower-middle-income countries19731388.0491943359375
Lower-middle-income countries19741324.2548828125
Lower-middle-income countries19751149.367431640625
Lower-middle-income countries19761083.7962646484375
Lower-middle-income countries19771215.8511962890625
Lower-middle-income countries19781032.9033203125
Lower-middle-income countries1979911.1491088867188
Upper-middle-income countries1965604.4247436523438
Upper-middle-income countries1966547.3369140625
Upper-middle-income countries1967515.0137329101562
Upper-middle-income countries1968513.790771484375
Upper-middle-income countries1969540.7794189453125
Upper-middle-income countries1970522.7460327148438
Upper-middle-income countries1971489.4445495605469
Upper-middle-income countries1972512.5140380859375
Upper-middle-income countries1973482.14129638671875
Upper-middle-income countries1974459.9105224609375
Upper-middle-income countries1975434.5216369628906
Upper-middle-income countries1976418.55670166015625
Upper-middle-income countries1977425.58526611328125
Upper-middle-income countries1978432.6070251464844
Upper-middle-income countries1979384.80047607421875
~ Changed values: 3,046 / 11,063 (27.53%) (2,987 revised, 15 appeared, 44 disappeared) — showing the 100 most anomalous rows
countryyearemissions_total_including_land_use_change_per_unit_energy -emissions_total_including_land_use_change_per_unit_energy +anomaly score
Bhutan198832938.1257089.8012695312565%
Bhutan198934697.386718757669.6948242187564%
Bhutan198737517.496093759517.672851562560%
Paraguay19974584.9824218751243.089965820312557%
Paraguay19962874.849365234375789.661926269531257%
Bhutan20085060.84472656251469.7797851562555%
Bhutan199036055.32812510523.24414062555%
Bhutan199221204.4042968756232.3715820312555%
Paraguay20003090.49658203125913.26342773437554%
Paraguay19915444.21582031251616.2290039062554%
Bhutan199124581.25781257336.235351562554%
Paraguay19983611.662597656251082.882202148437554%
Bhutan199318994.0292968755851.051757812553%
Paraguay19953605.360839843751140.361694335937552%
Paraguay19945956.65722656251899.336303710937552%
Paraguay19933597.441894531251169.318237304687551%
Paraguay19903252.3400878906251059.486694335937551%
Paraguay19992486.877685546875812.278198242187551%
Bhutan20073911.6950683593751283.375122070312551%
Paraguay20032536.841064453125835.299255371093850%
Paraguay20052416.52978515625804.731018066406250%
Paraguay20042369.262451171875792.28833007812550%
Paraguay19923213.27050781251083.9233398437550%
Paraguay20022614.6650390625887.1108398437549%
Paraguay20062222.217041015625759.118286132812549%
Paraguay20013036.2731933593751038.425170898437549%
Bhutan199424997.6152343758771.975585937548%
Paraguay20072616.54833984375930.921264648437548%
Paraguay20081982.3455810546875714.46606445312547%
Bhutan20093857.6325683593751420.4477539062546%
Paraguay20092223.204833984375840.044555664062545%
Paraguay19884022.7019042968751575.0405273437544%
Bhutan199513768.17968755412.129882812544%
Paraguay19893098.9348144531251241.8540039062543%
Bhutan20104048.7565917968751622.88891601562543%
Paraguay20111792.4443359375728.926574707031242%
Paraguay20101837.6566162109375758.9458007812542%
Paraguay20121531.83203125637.259704589843841%
Paraguay19873826.4355468751600.172241210937541%
Bhutan20113260.9489746093751368.552368164062541%
Paraguay20131527.4486083984375643.029418945312541%
Bhutan199611351.50878906254808.9565429687540%
Bhutan198690448.26562538367.1054687540%
Bhutan20132576.8015136718751153.80346679687538%
Bhutan20152254.2014160156251017.655639648437538%
Bhutan20123180.0598144531251464.948364257812537%
Paraguay19865057.504394531252339.66186523437537%
Paraguay20141283.1085205078125600.206420898437536%
Bhutan20142147.561035156251006.596130371093836%
Bhutan20161911.4005126953125902.125610351562536%
Bhutan199810814.91699218755166.3198242187535%
Bhutan199911176.277343755379.9633789062535%
Bhutan20171829.3878173828125896.28393554687534%
Bhutan19979120.2949218754473.0507812534%
Paraguay2016962.5249633789062478.2346801757812534%
Bhutan20036294.023925781253159.75854492187533%
Bhutan20008434.69628906254262.422851562533%
Paraguay20151172.1636962890625592.780212402343833%
Bhutan20191426.934326171875726.48266601562533%
Paraguay2017882.768798828125467.118438720703131%
Bhutan20027714.86035156254115.6616210937530%
Bhutan20016066.781738281253246.97485351562530%
El Salvador1982533.9033203125288.740081787109430%
Laos199916303.0996093758852.7851562530%
Paraguay2018657.3433227539062362.1327514648437529%
Bhutan20045710.01660156253171.02612304687529%
Laos198422734.29882812512787.1054687528%
El Salvador1981603.9515991210938341.521942138671928%
Bhutan20053790.908691406252189.38647460937527%
Bhutan20062570.4089355468751486.6020507812527%
Bhutan20181644.9874267578125954.7460937527%
Laos198218423.75195312510725.936523437526%
Mozambique19997121.7792968754149.5424804687526%
Laos198119420.0117187511431.401367187526%
Paraguay2023507.862060546875303.7153930664062525%
Laos20114529.223144531252709.897460937525%
Laos198319175.1289062511581.600585937525%
Palestine2000308.4924011230469507.865936279296924%
Palestine1998341.7746276855469560.42749023437524%
Mozambique20006213.636718753800.5039062524%
Laos198521385.40039062513135.8867187524%
Paraguay2019559.2345581054688345.6078491210937524%
Palestine1997283.1031494140625455.723510742187523%
El Salvador1983828.1360473632812514.500122070312523%
Laos199813723.8886718758539.7812523%
Laos2022724.8865356445312451.634552001953123%
El Salvador1984579.070556640625361.2039184570312523%
Laos20134368.007324218752725.1635742187523%
Kenya2023385.39678955078125240.812622070312523%
Bhutan2020860.1689453125547.759399414062522%
Kenya2022387.4310607910156247.3149719238281222%
Paraguay2020496.0909423828125317.3496704101562522%
Kenya2018661.4555053710938424.425903320312522%
Kenya2020516.7256469726562331.884124755859422%
Kenya2024364.12799072265625234.098220825195322%
Paraguay2024423.50177001953125273.328887939453122%
Kenya2019490.3922119140625317.076751708984421%
Laos20124436.33300781252873.6577148437521%
Palestine1999320.8319091796875491.2001342773437521%
Laos20144190.31152343752750.93774414062521%
~ carbon_intensity_of_energy.emissions_total_per_unit_energy 🟢 median anomaly score 0.85%changed data
- Removed values: 57 / 11,063 (0.52%)
countryyearemissions_total_per_unit_energy
High-income countries1965297.6158752441406
High-income countries1966295.1822814941406
High-income countries1967294.43878173828125
High-income countries1968289.7108459472656
High-income countries1969287.8069763183594
High-income countries1970291.1393127441406
High-income countries1971291.3039855957031
High-income countries1972289.2146301269531
High-income countries1973286.3907470703125
High-income countries1974288.01605224609375
High-income countries1975288.1585388183594
High-income countries1976286.58111572265625
High-income countries1977284.667724609375
High-income countries1978284.3248291015625
High-income countries1979282.9660339355469
Low-income countries1968NaN
Low-income countries1969NaN
Low-income countries1970NaN
Low-income countries1971NaN
Low-income countries1972NaN
Low-income countries1973NaN
Low-income countries1974NaN
Low-income countries1975NaN
Low-income countries1976NaN
Low-income countries1977NaN
Low-income countries1978NaN
Low-income countries1979NaN
Lower-middle-income countries1965395.83111572265625
Lower-middle-income countries1966393.84393310546875
Lower-middle-income countries1967393.3181457519531
Lower-middle-income countries1968385.5888977050781
Lower-middle-income countries1969380.99078369140625
Lower-middle-income countries1970410.70916748046875
Lower-middle-income countries1971414.6739501953125
Lower-middle-income countries1972418.3983459472656
Lower-middle-income countries1973422.5682373046875
Lower-middle-income countries1974425.8298034667969
Lower-middle-income countries1975404.4143371582031
Lower-middle-income countries1976392.6811218261719
Lower-middle-income countries1977382.9040832519531
Lower-middle-income countries1978383.8650817871094
Lower-middle-income countries1979385.8015441894531
Upper-middle-income countries1965170.84994506835938
Upper-middle-income countries1966173.1409454345703
Upper-middle-income countries1967167.12620544433594
Upper-middle-income countries1968172.1478729248047
Upper-middle-income countries1969176.49789428710938
Upper-middle-income countries1970185.7672119140625
Upper-middle-income countries1971188.29556274414062
Upper-middle-income countries1972186.74850463867188
Upper-middle-income countries1973187.4228515625
Upper-middle-income countries1974183.3751678466797
Upper-middle-income countries1975185.35787963867188
Upper-middle-income countries1976187.05291748046875
Upper-middle-income countries1977187.27529907226562
Upper-middle-income countries1978190.36541748046875
Upper-middle-income countries1979188.63099670410156
~ Changed values: 3,163 / 11,063 (28.59%) (3,104 revised, 15 appeared, 44 disappeared) — showing the 100 most anomalous rows
countryyearemissions_total_per_unit_energy -emissions_total_per_unit_energy +anomaly score
Bhutan1988440.347564697265694.7830734252929765%
Bhutan1989305.635101318359467.5592117309570364%
Bhutan1987450.6156921386719114.3150100708007860%
Paraguay1997240.840698242187565.2972335815429757%
Paraguay1996239.476638793945365.7793045043945357%
Bhutan2008267.084625244140677.5672073364257855%
Bhutan1990323.740814208984494.4882202148437555%
Bhutan1992358.289306640625105.3079299926757855%
Paraguay2000180.853958129882853.443614959716854%
Paraguay1991185.3891754150390655.03664398193359454%
Bhutan1991312.9933471679687593.4123382568359454%
Paraguay1998225.90356445312567.7324981689453154%
Bhutan1993288.1831054687588.773902893066453%
Paraguay1995224.301437377929770.945678710937552%
Paraguay1994221.2009582519531270.5320129394531252%
Paraguay1993214.576049804687569.7461395263671951%
Paraguay1990177.7472991943359457.90319442749023451%
Paraguay1999195.3615570068359463.8101081848144551%
Bhutan2007152.0203247070312549.875843048095751%
Paraguay2003181.524780273437559.7702026367187550%
Paraguay2005172.555664062557.4629364013671950%
Paraguay2004179.4572906494140660.0110473632812550%
Paraguay1992205.168579101562569.2089233398437550%
Paraguay2002179.623977661132860.9433250427246149%
Paraguay2006164.456832885742256.17911529541015649%
Paraguay2001181.268676757812561.9950675964355549%
Bhutan1994270.601898193359494.9575881958007848%
Paraguay2007162.209762573242257.7113456726074248%
Paraguay2008163.6829528808593858.9937057495117247%
Bhutan2009219.4219055175781280.7949829101562546%
Paraguay2009165.4193725585937562.5042037963867245%
Paraguay1988197.5868835449218877.362770080566444%
Bhutan1995261.3233337402344102.7235183715820344%
Paraguay1989161.62573242187564.7692108154296943%
Bhutan2010248.4451293945312599.585838317871143%
Paraguay2011164.242111206054766.7917175292968842%
Paraguay2010164.1924743652343867.8109283447265642%
Paraguay2012151.9537048339843863.2144851684570341%
Paraguay1987167.0460815429687569.856788635253941%
Bhutan2011266.0548095703125111.6576614379882841%
Paraguay2013150.014816284179763.1536369323730541%
Bhutan1996274.56964111328125116.3187561035156240%
Bhutan1986622.892578125264.223846435546940%
Bhutan2013287.43804931640625128.704910278320338%
Bhutan2015311.3636474609375140.564620971679738%
Bhutan2012278.36627197265625128.2341461181640637%
Paraguay1986192.9534606933593889.2625656127929737%
Paraguay2014149.6975402832031270.024803161621136%
Bhutan2014302.77642822265625141.9161529541015636%
Bhutan2016307.551513671875145.155395507812536%
Bhutan1998313.12823486328125149.5823364257812535%
Bhutan1999304.80084228515625146.7230377197265635%
Bhutan2017306.1351623535156149.9868011474609434%
Bhutan1997310.58514404296875152.3265686035156234%
Paraguay2016150.1504058837890674.602882385253934%
Bhutan2003268.2247619628906134.6555786132812533%
Bhutan2000281.9255065917969142.469360351562533%
Paraguay2015143.5267486572265672.5835647583007833%
Bhutan2019249.39205932617188126.970802307128933%
Paraguay2017161.7381286621093885.5839767456054731%
Bhutan2002281.08587646484375149.9514465332031230%
Bhutan2001290.8777770996094155.6793823242187530%
El Salvador1982194.34866333007812105.1056442260742230%
Laos1999387.6197204589844210.4823150634765630%
Paraguay2018164.068557739257890.3859558105468829%
Bhutan2004217.86358642578125120.9893341064453129%
Laos1984207.14926147460938116.512916564941428%
El Salvador1981204.2163848876953115.4800643920898428%
Bhutan2005235.53866577148438136.0320739746093827%
Bhutan2006120.3280563354492269.5920104980468827%
Bhutan2018273.4438781738281158.7060699462890627%
Laos1982153.0135192871093889.0813751220703126%
Mozambique1999153.5589447021484489.4719314575195326%
Macao202183.68721008300781142.8699035644531226%
Laos1981143.6189117431640684.5398788452148426%
Paraguay2023168.50379943847656100.7698822021484425%
Laos2011212.92169189453125127.394020080566425%
Macao202379.22789001464844131.354202270507825%
Laos1983174.1397247314453105.1787872314453125%
Palestine2000287.94232177734375474.034698486328124%
Palestine1998338.0711669921875554.354675292968824%
Mozambique2000129.2983398437579.0839385986328124%
Laos1985216.21421813964844132.8086090087890624%
Macao202475.57027435302734123.02856445312524%
Macao202284.45323181152344137.299850463867224%
Paraguay2019160.6888122558593899.3059463500976624%
Palestine1997317.7001647949219511.4158325195312523%
El Salvador1983199.42747497558594123.8992843627929723%
Laos1998374.79669189453125233.219726562523%
Laos2022348.8998718261719217.3791656494140623%
El Salvador1984163.62948608398438102.0663375854492223%
Laos2013225.51589965820312140.69750976562523%
Kenya2023237.80455017089844148.5906066894531223%
Macao202080.08643341064453126.9965972900390623%
Bhutan2020133.5912475585937585.0714950561523422%
Kenya2022235.21339416503906150.1474761962890622%
Paraguay2020149.088088989257895.3717346191406222%
Kenya2018205.908935546875132.1224060058593822%
Kenya2020244.57228088378906157.0846252441406222%
Kenya2024224.30810546875144.207885742187522%
~ carbon_intensity_of_energy.country dimremoved data
- Removed values: 57 / 11,063 (0.52%)
yearcountry
1965High-income countries
1966High-income countries
1967High-income countries
1968High-income countries
1969High-income countries
1970High-income countries
1971High-income countries
1972High-income countries
1973High-income countries
1974High-income countries
1975High-income countries
1976High-income countries
1977High-income countries
1978High-income countries
1979High-income countries
1968Low-income countries
1969Low-income countries
1970Low-income countries
1971Low-income countries
1972Low-income countries
1973Low-income countries
1974Low-income countries
1975Low-income countries
1976Low-income countries
1977Low-income countries
1978Low-income countries
1979Low-income countries
1965Lower-middle-income countries
1966Lower-middle-income countries
1967Lower-middle-income countries
1968Lower-middle-income countries
1969Lower-middle-income countries
1970Lower-middle-income countries
1971Lower-middle-income countries
1972Lower-middle-income countries
1973Lower-middle-income countries
1974Lower-middle-income countries
1975Lower-middle-income countries
1976Lower-middle-income countries
1977Lower-middle-income countries
1978Lower-middle-income countries
1979Lower-middle-income countries
1965Upper-middle-income countries
1966Upper-middle-income countries
1967Upper-middle-income countries
1968Upper-middle-income countries
1969Upper-middle-income countries
1970Upper-middle-income countries
1971Upper-middle-income countries
1972Upper-middle-income countries
1973Upper-middle-income countries
1974Upper-middle-income countries
1975Upper-middle-income countries
1976Upper-middle-income countries
1977Upper-middle-income countries
1978Upper-middle-income countries
1979Upper-middle-income countries
~ carbon_intensity_of_energy.year dimremoved data
- Removed values: 57 / 11,063 (0.52%)
countryyear
High-income countries1965
High-income countries1966
High-income countries1967
High-income countries1968
High-income countries1969
High-income countries1970
High-income countries1971
High-income countries1972
High-income countries1973
High-income countries1974
High-income countries1975
High-income countries1976
High-income countries1977
High-income countries1978
High-income countries1979
Low-income countries1968
Low-income countries1969
Low-income countries1970
Low-income countries1971
Low-income countries1972
Low-income countries1973
Low-income countries1974
Low-income countries1975
Low-income countries1976
Low-income countries1977
Low-income countries1978
Low-income countries1979
Lower-middle-income countries1965
Lower-middle-income countries1966
Lower-middle-income countries1967
Lower-middle-income countries1968
Lower-middle-income countries1969
Lower-middle-income countries1970
Lower-middle-income countries1971
Lower-middle-income countries1972
Lower-middle-income countries1973
Lower-middle-income countries1974
Lower-middle-income countries1975
Lower-middle-income countries1976
Lower-middle-income countries1977
Lower-middle-income countries1978
Lower-middle-income countries1979
Upper-middle-income countries1965
Upper-middle-income countries1966
Upper-middle-income countries1967
Upper-middle-income countries1968
Upper-middle-income countries1969
Upper-middle-income countries1970
Upper-middle-income countries1971
Upper-middle-income countries1972
Upper-middle-income countries1973
Upper-middle-income countries1974
Upper-middle-income countries1975
Upper-middle-income countries1976
Upper-middle-income countries1977
Upper-middle-income countries1978
Upper-middle-income countries1979
~ garden/eia/2026-05-05/international_energy🟢 2 column(s) changed7 columns in 1 table
= Table international_energy🟢 median anomaly score 0.49%
~ international_energy.petroleum_consumption 🟢 median anomaly score 0.49%changed metadatachanged data
metadata diff
- title: Petroleum and other liquids consumption
+ description_processing: |-
+   The producer counts biofuels within petroleum and other liquids. We subtract its biofuels figures,
+   so that this indicator covers oil alone.
~ Changed values: 2,289 / 12,276 (18.65%) — showing the 100 most anomalous rows
countryyearpetroleum_consumption -petroleum_consumption +anomaly score
Brazil20243268.781252483.7592773437514%
Brazil20193016.716308593752349.026367187512%
Brazil20202841.5842285156252231.49829101562512%
Brazil20212965.531738281252374.2338867187511%
Brazil20233160.31252537.51757812511%
Brazil20183075.991699218752470.88256835937511%
Brazil20223083.5563964843752492.01733398437511%
Brazil19851082.1787109375878.178710937510%
Brazil19841035.4840087890625841.484008789062510%
Brazil20153238.4094238281252673.562988281259.6%
Paraguay202452.11306762695312543.231159210205089.3%
Brazil20163101.02584.354980468759.1%
Brazil20173145.02630.73144531258.9%
Brazil20092597.4626464843752177.4785156258.8%
Brazil19871262.5710449218751065.5710449218758.5%
Brazil19891324.743652343751119.743652343758.4%
Brazil19881306.52380371093751104.52380371093758.4%
South America20245799.420410156254925.29003906258.2%
Brazil20102817.666503906252393.6191406258.1%
Paraguay202352.06417083740234444.2684364318847668.1%
Brazil19861237.49426269531251056.49426269531257.9%
Brazil20143279.2653808593752805.775878906257.8%
Sweden2022281.9013671875241.657989501953127.7%
South America20204816.17871093754139.073730468757.6%
Paraguay202252.9595069885253945.645217895507817.4%
Brazil20082590.4230957031252233.7949218757.4%
Sweden2023278.3041076660156240.013778686523447.4%
Brazil1983988.7355346679688852.73553466796887.4%
Paraguay202051.6523017883300844.5795326232910167.3%
South America20195573.469238281254821.570800781257.2%
Brazil20133143.520996093752723.6057128906257.2%
Indonesia20241626.87805175781251409.80822753906257.1%
Indonesia20231582.98535156251372.080566406257.1%
Sweden2024265.4808654785156230.275726318359387.1%
Brazil19911495.45324707031251297.45324707031257.1%
Brazil20112893.7194824218752516.5292968757.0%
Albania202324.36023139953613321.2130508422851566.9%
Central and South America (EIA)20246880.042968756004.145019531256.8%
South America20215370.995605468754708.085449218756.6%
Paraguay202158.5161628723144551.315990447998056.6%
South America20235721.632324218755018.089355468756.6%
Sweden2020268.4726867675781235.692779541015626.5%
Albania202424.6553287506103521.6671905517578126.5%
Central and South America (EIA)20205718.944824218755034.14746093756.4%
South America20225626.494628906254956.01464843756.3%
Brazil19921529.25891113281251348.25891113281256.3%
Brazil20123000.870605468752646.3776855468756.3%
South America20185817.583496093755130.9707031256.3%
Paraguay201955.9142456054687549.326076507568366.3%
Brazil20072429.0783691406252143.8308105468756.2%
Sweden2018290.4876708984375256.520935058593756.2%
Brazil19972047.36877441406251808.36877441406256.2%
Brazil19961921.498535156251697.498535156256.2%
Indonesia20221562.11486816406251382.7072753906256.1%
Sweden2021301.5451965332031267.015136718756.1%
Central and South America (EIA)20196686.488281255933.17285156256.0%
Indonesia20211448.4763183593751288.39050292968755.8%
Brazil19931590.1496582031251415.1496582031255.8%
Brazil19901674.07482910156251491.07482910156255.8%
Brazil19951802.67224121093751605.67224121093755.8%
Albania202226.36187553405761723.493474960327155.8%
Sweden2019296.87945556640625264.75036621093755.7%
Paraguay201754.6941108703613348.7932357788085945.7%
Brazil19941685.71569824218751504.71569824218755.7%
Paraguay201857.67008209228515651.607673645019535.5%
Central and South America (EIA)20216365.1699218755700.77441406255.5%
Central and South America (EIA)20236799.774902343756094.2675781255.5%
South America20156097.950683593755467.52343755.5%
Albania202020.20414352416992218.127292633056645.4%
Indonesia20201412.38183593751267.27832031255.4%
Paraguay201335.4402465820312531.8086566925048835.4%
Brazil19982108.86425781251894.86425781255.3%
Central and South America (EIA)20226677.2871093756004.5839843755.3%
South America20175937.845214843755346.835449218755.2%
Central and South America (EIA)20186919.9433593756231.97949218755.2%
South America20166021.565917968755435.367675781255.1%
Sweden2017320.60821533203125289.47439575195315.1%
Brazil20062275.67968752055.8200683593755.1%
Paraguay201437.19726181030273433.65440750122075.0%
Brazil19992162.237792968751959.237792968754.9%
Brazil19821066.76708984375966.767089843754.9%
Albania201926.21414184570312523.776102066040044.9%
Paraguay201235.77792358398437532.522258758544924.8%
Paraguay201654.049.108615875244144.7%
Mozambique201217.513305664062515.9634218215942384.6%
Central and South America (EIA)20157232.938964843756599.0957031254.6%
Paraguay201133.827892303466830.8683185577392584.6%
Malawi19842.2999999523162842.09999990463256844.5%
Finland2021183.83836364746094167.891571044921884.5%
Albania202125.08042144775390622.9132709503173834.5%
South America20146198.19238281255663.55468754.5%
Central and South America (EIA)20177067.535644531256475.253417968754.4%
South America20095211.317871093754776.540527343754.4%
Malawi19832.40000009536743162.2000000476837164.3%
South America19852469.7167968752265.4167480468754.3%
Central and South America (EIA)20167173.213378906256583.30175781254.3%
South America20105538.28613281255084.217285156254.3%
Brazil20052240.8952636718752058.997558593754.2%
Brazil20042191.3078613281252014.18957519531254.2%
Malawi19862.52.2999999523162844.2%
~ international_energy.energy_consumption_from_petroleum 🟢 median anomaly score 0.39%changed metadatachanged data
metadata diff
- title: Energy consumption from petroleum and other liquids
+ description_processing: |-
+   The producer counts biofuels within petroleum and other liquids. We subtract its biofuels figures,
+   so that this indicator covers oil alone.
~ Changed values: 2,285 / 12,276 (18.61%) — showing the 100 most anomalous rows
countryyearenergy_consumption_from_petroleum -energy_consumption_from_petroleum +anomaly score
Brazil20241849.0144042968751520.03308105468759.8%
Brazil20191659.52844238281251385.74987792968759.0%
Brazil20201551.9645996093751298.2126464843758.9%
Brazil20211675.8991699218751427.86462402343758.0%
Brazil20181688.75354003906251440.53845214843757.9%
Brazil20231794.13708496093751532.2170410156257.9%
Brazil20221752.81542968751505.27966308593757.6%
Indonesia2023902.0938720703125781.1911621093757.2%
Indonesia2024930.8284301757812806.40814208984387.2%
Brazil1985592.1019897460938514.45904541015627.0%
Sweden2022168.8574981689453146.87138366699227.0%
Brazil1984573.1231079101562499.08389282226566.9%
Albania202314.099795341491712.2956504821777346.8%
Brazil20151785.7351074218751557.4689941406256.8%
Sweden2023165.63088989257812145.029632568359386.6%
Brazil20161721.58593751512.342285156256.5%
Brazil20171744.38684082031251534.3854980468756.4%
Albania202414.35463047027587912.6416587829589846.3%
Sweden2024158.30813598632812139.5290527343756.3%
Paraguay202431.16239738464355527.5362300872802736.2%
Indonesia2022891.1755981445312788.32879638671886.1%
Brazil20091458.08142089843751293.04211425781256.0%
Sweden2020161.6226348876953143.540267944335945.9%
Indonesia2021822.3905639648438730.62017822265625.9%
South America20243324.1540527343752953.9782714843755.9%
Brazil1989701.9247436523438623.90124511718755.9%
Brazil1987677.0419921875602.06329345703125.9%
Brazil1988703.8285522460938626.73620605468755.8%
Brazil20101575.73730468751406.175781255.7%
Albania202215.32472133636474613.6803874969482425.7%
Sweden2018173.6788330078125155.064758300781255.7%
South America20202699.85644531252415.4011230468755.6%
Sweden2021181.1231231689453162.165664672851565.5%
Brazil20141846.3898925781251654.8652343755.5%
Indonesia2020802.0284423828125718.84680175781255.5%
Albania202011.60137557983398410.4108066558837895.4%
Brazil1986677.4059448242188608.5168457031255.4%
Sweden2019177.6078338623047159.86222839355475.3%
South America20193147.41503906252834.008300781255.2%
Paraguay202331.1331577301025428.0800895690917975.2%
Brazil1991778.5010986328125703.14178466796885.1%
Brazil20081457.807128906251318.34118652343755.0%
Brazil20131790.2209472656251620.686035156255.0%
Central and South America (EIA)20243969.9494628906253599.101074218754.9%
Brazil20111630.50524902343751478.2766113281254.9%
Brazil1983560.7898559570312509.027893066406254.8%
Albania201915.28608322143554713.8884592056274414.8%
South America20213075.871582031252795.0183105468754.8%
South America20233281.0070800781252982.036621093754.8%
Paraguay202030.90303802490234428.1313991546630864.7%
Sweden2017191.8464813232422174.682952880859384.7%
Paraguay202231.7330722808837928.9078006744384774.7%
South America20183246.5476074218752959.7844238281254.6%
South America20223234.09667968752949.778808593754.6%
Central and South America (EIA)20203241.799316406252956.8771972656254.6%
Albania202114.5394315719604513.2970972061157234.5%
Brazil1992811.1072998046875742.02947998046884.4%
Brazil20121710.3593751566.165527343754.4%
Brazil19961033.810302734375948.32171630859384.3%
Central and South America (EIA)20193819.4313964843753505.4826660156254.3%
Brazil19971118.009277343751027.04528808593754.2%
Paraguay202135.01248931884765632.206317901611334.2%
Brazil20071379.4768066406251269.7131347656254.1%
Brazil1993841.6129150390625775.00744628906254.1%
Finland2021107.017189025878998.577285766601564.1%
Brazil1990893.7279663085938824.07769775390624.1%
Brazil1995967.0738525390625892.09515380859384.0%
Central and South America (EIA)20213670.6721191406253389.344238281254.0%
Brazil1994900.2322998046875831.343261718754.0%
Central and South America (EIA)20233924.825683593753625.1081542968754.0%
Paraguay201933.38040161132812530.8329887390136724.0%
South America20153480.07031253219.869628906253.9%
Central and South America (EIA)20223863.307128906253578.133300781253.8%
South America20173347.9621582031253101.09277343753.8%
Central and South America (EIA)20183910.9675292968753623.687011718753.8%
South America20163444.6530761718753201.8283691406253.7%
Brazil19981157.4318847656251075.982910156253.6%
Paraguay201732.6343116760253930.3484878540039063.6%
Albania201818.91224288940429717.6181468963623053.5%
Paraguay201834.4334259033203132.086120605468753.5%
Indonesia2019934.0198364257812870.9079589843753.5%
Paraguay201321.08275985717773419.673942565917973.5%
Finland2023103.2960968017578196.44333648681643.4%
Brazil19991192.32531738281251115.062988281253.3%
Brazil20061309.35510253906251225.44714355468753.3%
Central and South America (EIA)20154177.3652343753915.8615722656253.2%
Finland2024101.7874908447265695.43679046630863.2%
Paraguay201422.1479015350341820.7728576660156253.2%
South America20143570.84082031253349.2487792968753.2%
Brazil1982613.4517211914062575.39147949218753.2%
Central and South America (EIA)20174031.5881347656253784.2316894531253.2%
Colombia2020162.8174285888672152.962417602539063.1%
Paraguay201632.0334892272949230.1318778991699223.1%
Finland2022113.14749145507812106.436164855957033.1%
Central and South America (EIA)20164120.5253906253876.2829589843753.1%
Albania201616.069086074829115.1166324615478523.1%
Colombia2024216.89096069335938204.21191406253.0%
Paraguay201221.38075637817382820.1349849700927733.0%
South America20103189.400878906253004.51464843753.0%
Sweden2016187.81332397460938177.054534912109382.9%
+ international_energy.biofuels_consumption
+ international_energy.biofuels_production
+ international_energy.energy_consumption_from_biofuels
+ international_energy.energy_consumption_from_other_renewables
+ international_energy.energy_production_from_biofuels
~ garden/demography/2024-07-15/populationdataset metadata
dataset metadata diff
- update_period_days: 883
+ update_period_days: 730
= garden/ember/2026-04-24/yearly_electricityidentical
~ garden/emissions/2025-12-04/national_contributions3 columns in 1 table
= Table national_contributions
~ national_contributions.temperature_response_ghg_fossil changed metadata
metadata diff
-       Global mean surface temperature change as a result of a country or region's cumulative
+       The global mean surface temperature change as a result of a country or region's cumulative
~ national_contributions.temperature_response_ghg_land changed metadata
metadata diff
-       Global mean surface temperature change as a result of a country or region's cumulative
+       The global mean surface temperature change as a result of a country or region's cumulative
~ national_contributions.temperature_response_ghg_total changed metadata
metadata diff
-       Global mean surface temperature change as a result of a country or region's cumulative
+       The global mean surface temperature change as a result of a country or region's cumulative
~ garden/emissions/2025-12-04/owid_co21 column in 1 table
= Table owid_co2
~ owid_co2.temperature_change_from_ghg changed metadata
metadata diff
-       Global mean surface temperature change as a result of a country or region's cumulative
+       The global mean surface temperature change as a result of a country or region's cumulative
= garden/emissions/2026-03-05/gdp_and_co2_decouplingidentical
= garden/energy/2025-06-27/energy_mixidentical
= garden/energy/2025-06-27/fossil_fuel_productionidentical
= garden/energy/2026-04-24/electricity_mixidentical
= garden/energy/2026-05-05/primary_energy_consumptionidentical
~ garden/energy/2026-06-30/electricity_mix↕ 🟡 15 · 🟢 24 column(s) w/ shifted coverage39 columns in 1 table
= Table electricity_mix
~ electricity_mix.coal_generation__twh changed data
~ Changed values: 30 / 10,582 (0.28%) (15 appeared, 15 disappeared)
countryyearcoal_generation__twh -coal_generation__twh +anomaly score
Oceania198589.3740005493164NaNdisappeared
Oceania198692.58699798583984NaNdisappeared
Oceania1987100.3479995727539NaNdisappeared
Oceania1988105.99800109863281NaNdisappeared
Oceania1989113.55999755859375NaNdisappeared
Oceania1990123.36299896240234NaNdisappeared
Oceania1991127.22154998779297NaNdisappeared
Oceania1992130.0023956298828NaNdisappeared
Oceania1993133.27740478515625NaNdisappeared
Oceania1994136.89410400390625NaNdisappeared
Oceania1995141.9353485107422NaNdisappeared
Oceania1996148.43089294433594NaNdisappeared
Oceania1997157.47384643554688NaNdisappeared
Oceania1998165.94590759277344NaNdisappeared
Oceania1999171.16140747070312NaNdisappeared
South America1985NaN10.415946006774902appeared
South America1986NaN11.856964111328125appeared
South America1987NaN11.019981384277344appeared
South America1988NaN12.583660125732422appeared
South America1989NaN15.248712539672852appeared
South America1990NaN15.523214340209961appeared
South America1991NaN14.51301383972168appeared
South America1992NaN13.109360694885254appeared
South America1993NaN13.704916000366211appeared
South America1994NaN15.552329063415527appeared
South America1995NaN18.0146427154541appeared
South America1996NaN19.334693908691406appeared
South America1997NaN21.64167594909668appeared
South America1998NaN22.798158645629883appeared
South America1999NaN27.035972595214844appeared
~ electricity_mix.coal_share_of_electricity__pct changed data
~ Changed values: 30 / 10,582 (0.28%) (15 appeared, 15 disappeared)
countryyearcoal_share_of_electricity__pct -coal_share_of_electricity__pct +anomaly score
Oceania198558.745361328125NaNdisappeared
Oceania198658.277706146240234NaNdisappeared
Oceania198760.60847854614258NaNdisappeared
Oceania198860.7577018737793NaNdisappeared
Oceania198962.12559509277344NaNdisappeared
Oceania199065.52526092529297NaNdisappeared
Oceania199166.39863586425781NaNdisappeared
Oceania199266.80099487304688NaNdisappeared
Oceania199366.63932037353516NaNdisappeared
Oceania199466.66768646240234NaNdisappeared
Oceania199567.06634521484375NaNdisappeared
Oceania199668.42295837402344NaNdisappeared
Oceania199769.54853057861328NaNdisappeared
Oceania199869.94651794433594NaNdisappeared
Oceania199969.90191650390625NaNdisappeared
South America1985NaN2.907991886138916appeared
South America1986NaN3.067537307739258appeared
South America1987NaN2.719229221343994appeared
South America1988NaN2.9510090351104736appeared
South America1989NaN3.482095241546631appeared
South America1990NaN3.472306489944458appeared
South America1991NaN3.069406270980835appeared
South America1992NaN2.706721305847168appeared
South America1993NaN2.663364887237549appeared
South America1994NaN2.8814401626586914appeared
South America1995NaN3.1545023918151855appeared
South America1996NaN3.2219085693359375appeared
South America1997NaN3.4120588302612305appeared
South America1998NaN3.4593710899353027appeared
South America1999NaN3.991057872772217appeared
~ electricity_mix.fossil_generation__twh changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearfossil_generation__twh -fossil_generation__twh +anomaly score
South America1985NaN71.21629333496094appeared
South America1986NaN81.93159484863281appeared
South America1987NaN78.75634765625appeared
South America1988NaN89.23143005371094appeared
South America1989NaN91.65901184082031appeared
South America1990NaN83.73613739013672appeared
South America1991NaN84.89132690429688appeared
South America1992NaN87.57353973388672appeared
South America1993NaN88.98716735839844appeared
South America1994NaN87.91498565673828appeared
South America1995NaN101.50704956054688appeared
South America1996NaN112.7254867553711appeared
South America1997NaN117.96329498291016appeared
South America1998NaN132.4454345703125appeared
South America1999NaN150.1119384765625appeared
~ electricity_mix.fossil_share_of_electricity__pct changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearfossil_share_of_electricity__pct -fossil_share_of_electricity__pct +anomaly score
South America1985NaN19.88262939453125appeared
South America1986NaN21.19667625427246appeared
South America1987NaN19.43347930908203appeared
South America1988NaN20.925769805908203appeared
South America1989NaN20.930644989013672appeared
South America1990NaN18.730497360229492appeared
South America1991NaN17.95395278930664appeared
South America1992NaN18.081520080566406appeared
South America1993NaN17.2934513092041appeared
South America1994NaN16.288349151611328appeared
South America1995NaN17.77466583251953appeared
South America1996NaN18.7844295501709appeared
South America1997NaN18.598268508911133appeared
South America1998NaN20.097145080566406appeared
South America1999NaN22.159564971923828appeared
~ electricity_mix.gas_generation__twh changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyeargas_generation__twh -gas_generation__twh +anomaly score
South America1985NaN36.26648712158203appeared
South America1986NaN37.80280303955078appeared
South America1987NaN36.179481506347656appeared
South America1988NaN46.00127029418945appeared
South America1989NaN45.93510437011719appeared
South America1990NaN43.40144348144531appeared
South America1991NaN45.89544677734375appeared
South America1992NaN46.692378997802734appeared
South America1993NaN50.12835693359375appeared
South America1994NaN50.995391845703125appeared
South America1995NaN59.335330963134766appeared
South America1996NaN66.25553894042969appeared
South America1997NaN69.14351654052734appeared
South America1998NaN77.82769012451172appeared
South America1999NaN84.35279846191406appeared
~ electricity_mix.gas_share_of_electricity__pct changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyeargas_share_of_electricity__pct -gas_share_of_electricity__pct +anomaly score
South America1985NaN10.125114440917969appeared
South America1986NaN9.780034065246582appeared
South America1987NaN8.927447319030762appeared
South America1988NaN10.787812232971191appeared
South America1989NaN10.489437103271484appeared
South America1990NaN9.70824146270752appeared
South America1991NaN9.706583023071289appeared
South America1992NaN9.640687942504883appeared
South America1993NaN9.741767883300781appeared
South America1994NaN9.448113441467285appeared
South America1995NaN10.3900728225708appeared
South America1996NaN11.040738105773926appeared
South America1997NaN10.90126895904541appeared
South America1998NaN11.809499740600586appeared
South America1999NaN12.452183723449707appeared
~ electricity_mix.hydro_generation__twh changed data
~ Changed values: 91 / 10,582 (0.86%) (91 appeared)
countryyearhydro_generation__twh -hydro_generation__twh +anomaly score
Israel1965NaN0.0appeared
Israel1966NaN0.0appeared
Israel1967NaN0.0appeared
Israel1968NaN0.0appeared
Israel1969NaN0.0appeared
Israel1970NaN0.0appeared
Oman1965NaN0.0appeared
Oman1966NaN0.0appeared
Oman1967NaN0.0appeared
Oman1968NaN0.0appeared
Oman1969NaN0.0appeared
Oman1970NaN0.0appeared
Oman1971NaN0.0appeared
Oman1972NaN0.0appeared
Oman1973NaN0.0appeared
Oman1974NaN0.0appeared
Oman1975NaN0.0appeared
Oman1976NaN0.0appeared
Oman1977NaN0.0appeared
Oman1978NaN0.0appeared
Oman1979NaN0.0appeared
South America1965NaN39.5815544128418appeared
South America1966NaN44.09522247314453appeared
South America1967NaN46.652610778808594appeared
South America1968NaN49.55068588256836appeared
South America1969NaN53.4354248046875appeared
South America1970NaN62.880489349365234appeared
South America1971NaN69.82073211669922appeared
South America1972NaN79.28878784179688appeared
South America1973NaN89.51795196533203appeared
South America1974NaN103.09858703613281appeared
South America1975NaN112.39166259765625appeared
South America1976NaN125.33710479736328appeared
South America1977NaN139.38180541992188appeared
South America1978NaN153.0606231689453appeared
South America1979NaN173.5497589111328appeared
South America1980NaN194.83236694335938appeared
South America1981NaN196.83522033691406appeared
South America1982NaN213.39456176757812appeared
South America1983NaN229.5373077392578appeared
South America1984NaN253.0052032470703appeared
South America1985NaN273.90704345703125appeared
South America1986NaN294.6288757324219appeared
South America1987NaN314.6131896972656appeared
South America1988NaN326.4447021484375appeared
South America1989NaN334.9195861816406appeared
South America1990NaN347.90447998046875appeared
South America1991NaN372.47711181640625appeared
South America1992NaN380.0753173828125appeared
South America1993NaN409.5473937988281appeared
South America1994NaN435.2042541503906appeared
South America1995NaN451.17236328125appeared
South America1996NaN467.49365234375appeared
South America1997NaN494.8528137207031appeared
South America1998NaN506.0408020019531appeared
South America1999NaN504.71649169921875appeared
Trinidad and Tobago1965NaN0.0appeared
Trinidad and Tobago1966NaN0.0appeared
Trinidad and Tobago1967NaN0.0appeared
Trinidad and Tobago1968NaN0.0appeared
Trinidad and Tobago1969NaN0.0appeared
Trinidad and Tobago1970NaN0.0appeared
Trinidad and Tobago1971NaN0.0appeared
Trinidad and Tobago1972NaN0.0appeared
Trinidad and Tobago1973NaN0.0appeared
Trinidad and Tobago1974NaN0.0appeared
Trinidad and Tobago1975NaN0.0appeared
Trinidad and Tobago1976NaN0.0appeared
Trinidad and Tobago1977NaN0.0appeared
Trinidad and Tobago1978NaN0.0appeared
Trinidad and Tobago1979NaN0.0appeared
Trinidad and Tobago1980NaN0.0appeared
Trinidad and Tobago1981NaN0.0appeared
Trinidad and Tobago1982NaN0.0appeared
Trinidad and Tobago1983NaN0.0appeared
Trinidad and Tobago1984NaN0.0appeared
Trinidad and Tobago1985NaN0.0appeared
Trinidad and Tobago1986NaN0.0appeared
Trinidad and Tobago1987NaN0.0appeared
Trinidad and Tobago1988NaN0.0appeared
Trinidad and Tobago1989NaN0.0appeared
Trinidad and Tobago1990NaN0.0appeared
Trinidad and Tobago1991NaN0.0appeared
Trinidad and Tobago1992NaN0.0appeared
Trinidad and Tobago1993NaN0.0appeared
Trinidad and Tobago1994NaN0.0appeared
Trinidad and Tobago1995NaN0.0appeared
Trinidad and Tobago1996NaN0.0appeared
Trinidad and Tobago1997NaN0.0appeared
Trinidad and Tobago1998NaN0.0appeared
Trinidad and Tobago1999NaN0.0appeared
~ electricity_mix.hydro_share_of_electricity__pct changed data
~ Changed values: 30 / 10,582 (0.28%) (30 appeared)
countryyearhydro_share_of_electricity__pct -hydro_share_of_electricity__pct +anomaly score
South America1985NaN76.47115325927734appeared
South America1986NaN76.22398376464844appeared
South America1987NaN77.6322021484375appeared
South America1988NaN76.55493927001953appeared
South America1989NaN76.48002624511719appeared
South America1990NaN77.82093048095703appeared
South America1991NaN78.77643585205078appeared
South America1992NaN78.47506713867188appeared
South America1993NaN79.5899887084961appeared
South America1994NaN80.63197326660156appeared
South America1995NaN79.00375366210938appeared
South America1996NaN77.90254211425781appeared
South America1997NaN78.01922607421875appeared
South America1998NaN76.7861557006836appeared
South America1999NaN74.50639343261719appeared
Trinidad and Tobago1985NaN0.0appeared
Trinidad and Tobago1986NaN0.0appeared
Trinidad and Tobago1987NaN0.0appeared
Trinidad and Tobago1988NaN0.0appeared
Trinidad and Tobago1989NaN0.0appeared
Trinidad and Tobago1990NaN0.0appeared
Trinidad and Tobago1991NaN0.0appeared
Trinidad and Tobago1992NaN0.0appeared
Trinidad and Tobago1993NaN0.0appeared
Trinidad and Tobago1994NaN0.0appeared
Trinidad and Tobago1995NaN0.0appeared
Trinidad and Tobago1996NaN0.0appeared
Trinidad and Tobago1997NaN0.0appeared
Trinidad and Tobago1998NaN0.0appeared
Trinidad and Tobago1999NaN0.0appeared
~ electricity_mix.low_carbon_generation__twh changed data
~ Changed values: 403 / 10,582 (3.81%) (403 appeared) — showing the 100 most anomalous rows
countryyearlow_carbon_generation__twh -low_carbon_generation__twh +anomaly score
Argentina1965NaN1.22511625289917appeared
Argentina1966NaN1.240930199623108appeared
Argentina1967NaN1.2706977128982544appeared
Argentina1968NaN1.4976744651794434appeared
Argentina1969NaN1.3432557582855225appeared
Argentina1970NaN1.613369107246399appeared
Argentina1971NaN1.6051390171051025appeared
Argentina1972NaN1.5786737203598022appeared
Argentina1973NaN3.0573997497558594appeared
Argentina1974NaN6.091666221618652appeared
Argentina1975NaN7.7757649421691895appeared
Argentina1976NaN7.647864818572998appeared
Argentina1977NaN7.467783451080322appeared
Argentina1978NaN10.70659065246582appeared
Argentina1979NaN13.443896293640137appeared
Argentina1980NaN17.579898834228516appeared
Argentina1981NaN17.587812423706055appeared
Argentina1982NaN19.57716941833496appeared
Argentina1983NaN21.978485107421875appeared
Argentina1984NaN24.63385581970215appeared
Argentina1985NaN26.53912925720215appeared
Argentina1986NaN26.865236282348633appeared
Argentina1987NaN28.483503341674805appeared
Argentina1988NaN21.180105209350586appeared
Argentina1989NaN18.332395553588867appeared
Australia1965NaN7.985755920410156appeared
Australia1966NaN7.629042625427246appeared
Australia1967NaN7.895787239074707appeared
Australia1968NaN8.232500076293945appeared
Australia1969NaN8.965121269226074appeared
Australia1970NaN10.431686401367188appeared
Australia1971NaN11.770442962646484appeared
Australia1972NaN11.833313941955566appeared
Australia1973NaN12.623839378356934appeared
Australia1974NaN14.3029203414917appeared
Australia1975NaN15.376801490783691appeared
Australia1976NaN14.637859344482422appeared
Australia1977NaN13.972949981689453appeared
Australia1978NaN15.08034896850586appeared
Australia1979NaN14.664055824279785appeared
Australia1980NaN13.851597785949707appeared
Australia1981NaN14.270343780517578appeared
Australia1982NaN13.286334037780762appeared
Australia1983NaN12.554647445678711appeared
Australia1984NaN13.566948890686035appeared
Australia1985NaN14.39651107788086appeared
Australia1986NaN14.485798835754395appeared
Australia1987NaN14.083796501159668appeared
Australia1988NaN15.065443992614746appeared
Australia1989NaN15.063669204711914appeared
Austria1985NaN31.718473434448242appeared
Austria1986NaN32.191429138183594appeared
Austria1987NaN36.29380798339844appeared
Austria1988NaN36.35104751586914appeared
Austria1989NaN36.18688201904297appeared
Belgium1972NaN0.19100001454353333appeared
Belgium1973NaN0.3630000054836273appeared
Belgium1974NaN0.4959999918937683appeared
Belgium1975NaN7.049999713897705appeared
Belgium1976NaN10.202000617980957appeared
Belgium1977NaN12.40999984741211appeared
Belgium1978NaN12.995999336242676appeared
Belgium1979NaN11.955999374389648appeared
Belgium1980NaN13.126999855041504appeared
Belgium1981NaN13.531000137329102appeared
Belgium1982NaN16.042999267578125appeared
Belgium1983NaN24.464000701904297appeared
Belgium1984NaN28.118000030517578appeared
Belgium1985NaN34.941001892089844appeared
Belgium1986NaN39.85600280761719appeared
Belgium1987NaN42.54399871826172appeared
Belgium1988NaN43.64900207519531appeared
Belgium1989NaN41.71999740600586appeared
Brazil1970NaN40.31568908691406appeared
Brazil1971NaN43.8323974609375appeared
Brazil1972NaN51.3975715637207appeared
Brazil1973NaN58.64080047607422appeared
Brazil1974NaN66.46414947509766appeared
Brazil1975NaN73.15418243408203appeared
Brazil1976NaN83.77733612060547appeared
Brazil1977NaN94.59684753417969appeared
Brazil1978NaN104.07794952392578appeared
Brazil1979NaN118.35601806640625appeared
Brazil1980NaN130.71250915527344appeared
Brazil1981NaN132.6386260986328appeared
Brazil1982NaN143.31048583984375appeared
Brazil1983NaN154.45945739746094appeared
Brazil1984NaN171.08767700195312appeared
Brazil1985NaN184.8231201171875appeared
Brazil1986NaN185.75694274902344appeared
Brazil1987NaN190.13870239257812appeared
Brazil1988NaN203.04078674316406appeared
Brazil1989NaN209.9231719970703appeared
Canada1975NaN215.04000854492188appeared
Canada1976NaN230.81199645996094appeared
Canada1977NaN247.55799865722656appeared
Canada1978NaN267.5880126953125appeared
Canada1979NaN280.73699951171875appeared
Canada1980NaN290.4800109863281appeared
Canada1981NaN307.9800109863281appeared
~ electricity_mix.low_carbon_share_of_electricity__pct changed data
~ Changed values: 115 / 10,582 (1.09%) (115 appeared) — showing the 100 most anomalous rows
countryyearlow_carbon_share_of_electricity__pct -low_carbon_share_of_electricity__pct +anomaly score
Argentina1985NaN58.5804557800293appeared
Argentina1986NaN54.80219268798828appeared
Argentina1987NaN54.65480422973633appeared
Argentina1988NaN40.34342575073242appeared
Argentina1989NaN36.04282760620117appeared
Australia1985NaN11.640787124633789appeared
Australia1986NaN11.183613777160645appeared
Australia1987NaN10.36983871459961appeared
Australia1988NaN10.507794380187988appeared
Australia1989NaN9.947415351867676appeared
Austria1985NaN72.51262664794922appeared
Austria1986NaN73.20059967041016appeared
Austria1987NaN73.04341125488281appeared
Austria1988NaN75.49700164794922appeared
Austria1989NaN73.61790466308594appeared
Belgium1985NaN60.955657958984375appeared
Belgium1986NaN67.9255599975586appeared
Belgium1987NaN67.13904571533203appeared
Belgium1988NaN66.7936782836914appeared
Belgium1989NaN61.764400482177734appeared
Brazil1985NaN95.42595672607422appeared
Brazil1986NaN91.90023803710938appeared
Brazil1987NaN93.5116958618164appeared
Brazil1988NaN94.45829010009766appeared
Brazil1989NaN94.67127990722656appeared
Canada1985NaN79.70172882080078appeared
Canada1986NaN81.89950561523438appeared
Canada1987NaN79.73042297363281appeared
Canada1988NaN77.62366485595703appeared
Canada1989NaN74.93477630615234appeared
Chile1985NaN80.23503875732422appeared
Chile1986NaN81.71389770507812appeared
Chile1987NaN83.73728942871094appeared
Chile1988NaN76.17498779296875appeared
Chile1989NaN60.99601364135742appeared
Colombia1985NaN63.6867561340332appeared
Colombia1986NaN68.23682403564453appeared
Colombia1987NaN69.81999206542969appeared
Colombia1988NaN69.89321899414062appeared
Colombia1989NaN73.08354949951172appeared
Denmark1985NaN0.4018111526966095appeared
Denmark1986NaN0.6665997505187988appeared
Denmark1987NaN0.8959178924560547appeared
Denmark1988NaN1.4410659074783325appeared
Denmark1989NaN2.5172760486602783appeared
France1985NaN83.511474609375appeared
France1986NaN87.687255859375appeared
France1987NaN89.24195098876953appeared
France1988NaN90.23916625976562appeared
France1989NaN87.04691314697266appeared
Germany1985NaN30.177114486694336appeared
Germany1986NaN28.775768280029297appeared
Germany1987NaN30.710540771484375appeared
Germany1988NaN32.49279022216797appeared
Germany1989NaN32.452003479003906appeared
Iceland1985NaN99.91460418701172appeared
Iceland1986NaN99.90875244140625appeared
Iceland1987NaN99.90614318847656appeared
Iceland1988NaN99.85649871826172appeared
Iceland1989NaN99.8990478515625appeared
Luxembourg1985NaN9.329797744750977appeared
Luxembourg1986NaN10.103137016296387appeared
Luxembourg1987NaN11.780104637145996appeared
Luxembourg1988NaN8.621103286743164appeared
Luxembourg1989NaN6.45244026184082appeared
North America1985NaN34.78966522216797appeared
North America1986NaN36.19281768798828appeared
North America1987NaN35.28900909423828appeared
North America1988NaN35.08705520629883appeared
North America1989NaN33.96502685546875appeared
North America1990NaN35.46724319458008appeared
North America1991NaN36.28927230834961appeared
North America1992NaN35.564266204833984appeared
North America1993NaN35.46323776245117appeared
North America1994NaN35.24851608276367appeared
North America1995NaN36.389339447021484appeared
North America1996NaN36.773216247558594appeared
North America1997NaN34.94428634643555appeared
North America1998NaN33.458106994628906appeared
North America1999NaN34.420467376708984appeared
Peru1995NaN77.48532104492188appeared
Peru1996NaN77.90020751953125appeared
Peru1997NaN74.46556091308594appeared
Peru1998NaN74.98883056640625appeared
Peru1999NaN77.06303405761719appeared
South America1985NaN80.11737060546875appeared
South America1986NaN78.8033218383789appeared
South America1987NaN80.56726837158203appeared
South America1988NaN79.06719207763672appeared
South America1989NaN79.04058837890625appeared
South America1990NaN81.17488098144531appeared
South America1991NaN81.9225082397461appeared
South America1992NaN81.82801055908203appeared
South America1993NaN82.63204193115234appeared
South America1994NaN83.64195251464844appeared
South America1995NaN82.14122009277344appeared
South America1996NaN81.12938690185547appeared
South America1997NaN81.36207580566406appeared
South America1998NaN79.8840560913086appeared
South America1999NaN77.74506378173828appeared
~ electricity_mix.nuclear_share_of_electricity__pct changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearnuclear_share_of_electricity__pct -nuclear_share_of_electricity__pct +anomaly score
South America1985NaN2.5537190437316895appeared
South America1986NaN1.5147579908370972appeared
South America1987NaN1.8353595733642578appeared
South America1988NaN1.5022785663604736appeared
South America1989NaN1.5685595273971558appeared
South America1990NaN2.1290316581726074appeared
South America1991NaN1.945315957069397appeared
South America1992NaN1.8252161741256714appeared
South America1993NaN1.592004418373108appeared
South America1994NaN1.5359203815460205appeared
South America1995NaN1.6784071922302246appeared
South America1996NaN1.6473902463912964appeared
South America1997NaN1.7547723054885864appeared
South America1998NaN1.6263391971588135appeared
South America1999NaN1.6360756158828735appeared
~ electricity_mix.oil_generation__twh changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearoil_generation__twh -oil_generation__twh +anomaly score
South America1985NaN24.53386116027832appeared
South America1986NaN32.27183151245117appeared
South America1987NaN31.556884765625appeared
South America1988NaN30.646501541137695appeared
South America1989NaN30.475191116333008appeared
South America1990NaN24.811477661132812appeared
South America1991NaN24.48287010192871appeared
South America1992NaN27.771799087524414appeared
South America1993NaN25.153892517089844appeared
South America1994NaN21.36726188659668appeared
South America1995NaN24.157079696655273appeared
South America1996NaN27.13525390625appeared
South America1997NaN27.178102493286133appeared
South America1998NaN31.819591522216797appeared
South America1999NaN38.72315979003906appeared
~ electricity_mix.oil_share_of_electricity__pct changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearoil_share_of_electricity__pct -oil_share_of_electricity__pct +anomaly score
South America1985NaN6.849523544311523appeared
South America1986NaN8.349105834960938appeared
South America1987NaN7.786801338195801appeared
South America1988NaN7.186947345733643appeared
South America1989NaN6.959113597869873appeared
South America1990NaN5.549949645996094appeared
South America1991NaN5.177964687347412appeared
South America1992NaN5.734110355377197appeared
South America1993NaN4.8883185386657715appeared
South America1994NaN3.9587953090667725appeared
South America1995NaN4.230090618133545appeared
South America1996NaN4.521783828735352appeared
South America1997NaN4.284939765930176appeared
South America1998NaN4.828274726867676appeared
South America1999NaN5.7163238525390625appeared
~ electricity_mix.other_renewables_generation__twh changed data
~ Changed values: 70 / 10,582 (0.66%) (70 appeared)
countryyearother_renewables_generation__twh -other_renewables_generation__twh +anomaly score
North America1965NaN13.332232475280762appeared
North America1966NaN14.062006950378418appeared
North America1967NaN14.07357120513916appeared
North America1968NaN15.546045303344727appeared
North America1969NaN16.227060317993164appeared
North America1970NaN16.235902786254883appeared
North America1971NaN17.696413040161133appeared
North America1972NaN19.67997932434082appeared
North America1973NaN21.27469253540039appeared
North America1974NaN22.032264709472656appeared
North America1975NaN21.645301818847656appeared
North America1976NaN25.696754455566406appeared
North America1977NaN27.11212158203125appeared
North America1978NaN28.52878761291504appeared
North America1979NaN30.080036163330078appeared
North America1980NaN30.8712215423584appeared
North America1981NaN32.67570877075195appeared
North America1982NaN32.462154388427734appeared
North America1983NaN35.799705505371094appeared
North America1984NaN41.89543151855469appeared
North America1985NaN41.87388610839844appeared
North America1986NaN46.11342239379883appeared
North America1987NaN51.64094924926758appeared
North America1988NaN51.84502410888672appeared
North America1989NaN59.593135833740234appeared
North America1990NaN69.39291381835938appeared
North America1991NaN73.09618377685547appeared
North America1992NaN78.96759033203125appeared
North America1993NaN81.05548858642578appeared
North America1994NaN81.16243743896484appeared
North America1995NaN79.55622863769531appeared
North America1996NaN81.52362823486328appeared
North America1997NaN82.92538452148438appeared
North America1998NaN83.42176055908203appeared
North America1999NaN85.13619232177734appeared
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN0.5709333419799805appeared
South America1971NaN1.0413860082626343appeared
South America1972NaN1.135597586631775appeared
South America1973NaN1.1527706384658813appeared
South America1974NaN1.224155068397522appeared
South America1975NaN1.5001678466796875appeared
South America1976NaN1.5173002481460571appeared
South America1977NaN1.7688485383987427appeared
South America1978NaN1.9639168977737427appeared
South America1979NaN2.4230031967163086appeared
South America1980NaN2.4055259227752686appeared
South America1981NaN2.447640895843506appeared
South America1982NaN2.9034478664398193appeared
South America1983NaN3.8014304637908936appeared
South America1984NaN3.644667387008667appeared
South America1985NaN3.9131319522857666appeared
South America1986NaN4.114923000335693appeared
South America1987NaN4.45668363571167appeared
South America1988NaN4.3067450523376465appeared
South America1989NaN4.34416389465332appeared
South America1990NaN5.476084232330322appeared
South America1991NaN5.677515506744385appeared
South America1992NaN7.399188995361328appeared
South America1993NaN7.461511135101318appeared
South America1994NaN7.9560699462890625appeared
South America1995NaN8.332387924194336appeared
South America1996NaN9.466309547424316appeared
South America1997NaN10.053499221801758appeared
South America1998NaN9.659915924072266appeared
South America1999NaN10.818791389465332appeared
~ electricity_mix.other_renewables_including_bioenergy_generation__twh changed data
~ Changed values: 70 / 10,582 (0.66%) (70 appeared)
countryyearother_renewables_including_bioenergy_generation__twh -other_renewables_including_bioenergy_generation__twh +anomaly score
North America1965NaN13.332232475280762appeared
North America1966NaN14.062006950378418appeared
North America1967NaN14.07357120513916appeared
North America1968NaN15.546045303344727appeared
North America1969NaN16.227060317993164appeared
North America1970NaN16.235902786254883appeared
North America1971NaN17.696413040161133appeared
North America1972NaN19.67997932434082appeared
North America1973NaN21.27469253540039appeared
North America1974NaN22.032264709472656appeared
North America1975NaN21.645301818847656appeared
North America1976NaN25.696754455566406appeared
North America1977NaN27.11212158203125appeared
North America1978NaN28.52878761291504appeared
North America1979NaN30.080036163330078appeared
North America1980NaN30.8712215423584appeared
North America1981NaN32.67570877075195appeared
North America1982NaN32.462154388427734appeared
North America1983NaN35.799705505371094appeared
North America1984NaN41.89543151855469appeared
North America1985NaN41.87388610839844appeared
North America1986NaN46.11342239379883appeared
North America1987NaN51.64094924926758appeared
North America1988NaN51.84502410888672appeared
North America1989NaN59.593135833740234appeared
North America1990NaN69.39291381835938appeared
North America1991NaN73.09618377685547appeared
North America1992NaN78.96759033203125appeared
North America1993NaN81.05548858642578appeared
North America1994NaN81.16243743896484appeared
North America1995NaN79.55622863769531appeared
North America1996NaN81.52362823486328appeared
North America1997NaN82.92538452148438appeared
North America1998NaN83.42176055908203appeared
North America1999NaN85.13619232177734appeared
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN0.5709333419799805appeared
South America1971NaN1.0413860082626343appeared
South America1972NaN1.135597586631775appeared
South America1973NaN1.1527706384658813appeared
South America1974NaN1.224155068397522appeared
South America1975NaN1.5001678466796875appeared
South America1976NaN1.5173002481460571appeared
South America1977NaN1.7688485383987427appeared
South America1978NaN1.9639168977737427appeared
South America1979NaN2.4230031967163086appeared
South America1980NaN2.4055259227752686appeared
South America1981NaN2.447640895843506appeared
South America1982NaN2.9034478664398193appeared
South America1983NaN3.8014304637908936appeared
South America1984NaN3.644667387008667appeared
South America1985NaN3.9131319522857666appeared
South America1986NaN4.114923000335693appeared
South America1987NaN4.45668363571167appeared
South America1988NaN4.3067450523376465appeared
South America1989NaN4.34416389465332appeared
South America1990NaN5.476084232330322appeared
South America1991NaN5.677515506744385appeared
South America1992NaN7.399188995361328appeared
South America1993NaN7.461511135101318appeared
South America1994NaN7.9560699462890625appeared
South America1995NaN8.332387924194336appeared
South America1996NaN9.466309547424316appeared
South America1997NaN10.053499221801758appeared
South America1998NaN9.659915924072266appeared
South America1999NaN10.818791389465332appeared
~ electricity_mix.other_renewables_including_bioenergy_share_of_electricity__pct changed data
~ Changed values: 30 / 10,582 (0.28%) (30 appeared)
countryyearother_renewables_including_bioenergy_share_of_electricity__pct -other_renewables_including_bioenergy_share_of_electricity__pct +anomaly score
North America1985NaN1.2833318710327148appeared
North America1986NaN1.3983687162399292appeared
North America1987NaN1.5048778057098389appeared
North America1988NaN1.4438743591308594appeared
North America1989NaN1.5547711849212646appeared
North America1990NaN1.7827526330947876appeared
North America1991NaN1.8423532247543335appeared
North America1992NaN1.9733742475509644appeared
North America1993NaN1.959287405014038appeared
North America1994NaN1.919114589691162appeared
North America1995NaN1.8285202980041504appeared
North America1996NaN1.8236932754516602appeared
North America1997NaN1.8270208835601807appeared
North America1998NaN1.7791965007781982appeared
North America1999NaN1.7740628719329834appeared
South America1985NaN1.0924937725067139appeared
South America1986NaN1.0645793676376343appeared
South America1987NaN1.0997064113616943appeared
South America1988NaN1.0099799633026123appeared
South America1989NaN0.9920045733451843appeared
South America1990NaN1.2249165773391724appeared
South America1991NaN1.2007569074630737appeared
South America1992NaN1.5277284383773804appeared
South America1993NaN1.4500436782836914appeared
South America1994NaN1.474051833152771appeared
South America1995NaN1.4590651988983154appeared
South America1996NaN1.57745361328125appeared
South America1997NaN1.5850496292114258appeared
South America1998NaN1.4657864570617676appeared
South America1999NaN1.5970730781555176appeared
~ electricity_mix.per_capita_coal_generation__kwh changed data
~ Changed values: 30 / 10,582 (0.28%) (15 appeared, 15 disappeared)
countryyearper_capita_coal_generation__kwh -per_capita_coal_generation__kwh +anomaly score
Oceania19853607.047119140625NaNdisappeared
Oceania19863681.41064453125NaNdisappeared
Oceania19873928.34619140625NaNdisappeared
Oceania19884083.684814453125NaNdisappeared
Oceania19894305.2587890625NaNdisappeared
Oceania19904596.34033203125NaNdisappeared
Oceania19914657.5146484375NaNdisappeared
Oceania19924685.33642578125NaNdisappeared
Oceania19934733.8056640625NaNdisappeared
Oceania19944791.01513671875NaNdisappeared
Oceania19954890.06201171875NaNdisappeared
Oceania19965031.77685546875NaNdisappeared
Oceania19975255.328125NaNdisappeared
Oceania19985455.1455078125NaNdisappeared
Oceania19995542.7705078125NaNdisappeared
South America1985NaN38.84701156616211appeared
South America1986NaN43.328346252441406appeared
South America1987NaN39.475555419921875appeared
South America1988NaN44.205387115478516appeared
South America1989NaN52.553199768066406appeared
South America1990NaN52.507225036621094appeared
South America1991NaN48.210262298583984appeared
South America1992NaN42.78705978393555appeared
South America1993NaN43.966529846191406appeared
South America1994NaN49.06350326538086appeared
South America1995NaN55.90446853637695appeared
South America1996NaN59.04545211791992appeared
South America1997NaN65.05982971191406appeared
South America1998NaN67.47647857666016appeared
South America1999NaN78.81300354003906appeared
~ electricity_mix.per_capita_fossil_generation__kwh changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearper_capita_fossil_generation__kwh -per_capita_fossil_generation__kwh +anomaly score
South America1985NaN265.6062316894531appeared
South America1986NaN299.3988037109375appeared
South America1987NaN282.1194152832031appeared
South America1988NaN313.4628601074219appeared
South America1989NaN315.8938293457031appeared
South America1990NaN283.2372131347656appeared
South America1991NaN281.9974670410156appeared
South America1992NaN285.827392578125appeared
South America1993NaN285.4783630371094appeared
South America1994NaN277.3486328125appeared
South America1995NaN315.0047302246094appeared
South America1996NaN344.2478942871094appeared
South America1997NaN354.6246643066406appeared
South America1998NaN392.0032653808594appeared
South America1999NaN437.59375appeared
~ electricity_mix.per_capita_gas_generation__kwh changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearper_capita_gas_generation__kwh -per_capita_gas_generation__kwh +anomaly score
South America1985NaN135.25843811035156appeared
South America1986NaN138.14100646972656appeared
South America1987NaN129.60140991210938appeared
South America1988NaN161.59877014160156appeared
South America1989NaN158.3108673095703appeared
South America1990NaN146.8052520751953appeared
South America1991NaN152.4584503173828appeared
South America1992NaN152.39718627929688appeared
South America1993NaN160.81600952148438appeared
South America1994NaN160.87704467773438appeared
South America1995NaN184.1341094970703appeared
South America1996NaN202.3351593017578appeared
South America1997NaN207.86123657226562appeared
South America1998NaN230.3492431640625appeared
South America1999NaN245.89822387695312appeared
~ electricity_mix.per_capita_hydro_generation__kwh changed data
~ Changed values: 91 / 10,582 (0.86%) (91 appeared)
countryyearper_capita_hydro_generation__kwh -per_capita_hydro_generation__kwh +anomaly score
Israel1965NaN0.0appeared
Israel1966NaN0.0appeared
Israel1967NaN0.0appeared
Israel1968NaN0.0appeared
Israel1969NaN0.0appeared
Israel1970NaN0.0appeared
Oman1965NaN0.0appeared
Oman1966NaN0.0appeared
Oman1967NaN0.0appeared
Oman1968NaN0.0appeared
Oman1969NaN0.0appeared
Oman1970NaN0.0appeared
Oman1971NaN0.0appeared
Oman1972NaN0.0appeared
Oman1973NaN0.0appeared
Oman1974NaN0.0appeared
Oman1975NaN0.0appeared
Oman1976NaN0.0appeared
Oman1977NaN0.0appeared
Oman1978NaN0.0appeared
Oman1979NaN0.0appeared
South America1965NaN233.12425231933594appeared
South America1966NaN253.16622924804688appeared
South America1967NaN261.2558898925781appeared
South America1968NaN270.8023986816406appeared
South America1969NaN285.1249084472656appeared
South America1970NaN327.7497863769531appeared
South America1971NaN355.6069641113281appeared
South America1972NaN394.63482666015625appeared
South America1973NaN435.46514892578125appeared
South America1974NaN490.2701721191406appeared
South America1975NaN522.5747680664062appeared
South America1976NaN569.861572265625appeared
South America1977NaN619.6366577148438appeared
South America1978NaN665.2958374023438appeared
South America1979NaN737.6300659179688appeared
South America1980NaN809.7781982421875appeared
South America1981NaN800.1295166015625appeared
South America1982NaN848.6112670898438appeared
South America1983NaN893.1630249023438appeared
South America1984NaN963.5802612304688appeared
South America1985NaN1021.5557861328125appeared
South America1986NaN1076.6484375appeared
South America1987NaN1127.0009765625appeared
South America1988NaN1146.7740478515625appeared
South America1989NaN1154.2677001953125appeared
South America1990NaN1176.785888671875appeared
South America1991NaN1237.318359375appeared
South America1992NaN1240.510986328125appeared
South America1993NaN1313.8626708984375appeared
South America1994NaN1372.954833984375appeared
South America1995NaN1400.1138916015625appeared
South America1996NaN1427.6602783203125appeared
South America1997NaN1487.640869140625appeared
South America1998NaN1497.74609375appeared
South America1999NaN1471.3072509765625appeared
Trinidad and Tobago1965NaN0.0appeared
Trinidad and Tobago1966NaN0.0appeared
Trinidad and Tobago1967NaN0.0appeared
Trinidad and Tobago1968NaN0.0appeared
Trinidad and Tobago1969NaN0.0appeared
Trinidad and Tobago1970NaN0.0appeared
Trinidad and Tobago1971NaN0.0appeared
Trinidad and Tobago1972NaN0.0appeared
Trinidad and Tobago1973NaN0.0appeared
Trinidad and Tobago1974NaN0.0appeared
Trinidad and Tobago1975NaN0.0appeared
Trinidad and Tobago1976NaN0.0appeared
Trinidad and Tobago1977NaN0.0appeared
Trinidad and Tobago1978NaN0.0appeared
Trinidad and Tobago1979NaN0.0appeared
Trinidad and Tobago1980NaN0.0appeared
Trinidad and Tobago1981NaN0.0appeared
Trinidad and Tobago1982NaN0.0appeared
Trinidad and Tobago1983NaN0.0appeared
Trinidad and Tobago1984NaN0.0appeared
Trinidad and Tobago1985NaN0.0appeared
Trinidad and Tobago1986NaN0.0appeared
Trinidad and Tobago1987NaN0.0appeared
Trinidad and Tobago1988NaN0.0appeared
Trinidad and Tobago1989NaN0.0appeared
Trinidad and Tobago1990NaN0.0appeared
Trinidad and Tobago1991NaN0.0appeared
Trinidad and Tobago1992NaN0.0appeared
Trinidad and Tobago1993NaN0.0appeared
Trinidad and Tobago1994NaN0.0appeared
Trinidad and Tobago1995NaN0.0appeared
Trinidad and Tobago1996NaN0.0appeared
Trinidad and Tobago1997NaN0.0appeared
Trinidad and Tobago1998NaN0.0appeared
Trinidad and Tobago1999NaN0.0appeared
~ electricity_mix.per_capita_low_carbon_generation__kwh changed data
~ Changed values: 391 / 10,582 (3.69%) (391 appeared) — showing the 100 most anomalous rows
countryyearper_capita_low_carbon_generation__kwh -per_capita_low_carbon_generation__kwh +anomaly score
Argentina1965NaN55.40345001220703appeared
Argentina1966NaN55.265689849853516appeared
Argentina1967NaN55.73464584350586appeared
Argentina1968NaN64.69274139404297appeared
Argentina1969NaN57.13862609863281appeared
Argentina1970NaN67.56624603271484appeared
Argentina1971NaN66.17162322998047appeared
Argentina1972NaN64.05828857421875appeared
Argentina1973NaN122.07135009765625appeared
Argentina1974NaN239.25148010253906appeared
Argentina1975NaN300.5230407714844appeared
Argentina1976NaN290.9893798828125appeared
Argentina1977NaN279.6732482910156appeared
Argentina1978NaN394.60882568359375appeared
Argentina1979NaN487.64727783203125appeared
Argentina1980NaN627.5935668945312appeared
Argentina1981NaN617.897705078125appeared
Argentina1982NaN676.8423461914062appeared
Argentina1983NaN747.7879638671875appeared
Argentina1984NaN824.89306640625appeared
Argentina1985NaN874.8265380859375appeared
Argentina1986NaN871.9087524414062appeared
Argentina1987NaN910.255615234375appeared
Argentina1988NaN666.448974609375appeared
Argentina1989NaN568.0771484375appeared
Australia1965NaN703.1275024414062appeared
Australia1966NaN658.1024169921875appeared
Australia1967NaN668.5384521484375appeared
Australia1968NaN684.3303833007812appeared
Australia1969NaN730.5115966796875appeared
Australia1970NaN827.9501342773438appeared
Australia1971NaN905.560546875appeared
Australia1972NaN889.3953857421875appeared
Australia1973NaN933.8064575195312appeared
Australia1974NaN1042.5250244140625appeared
Australia1975NaN1106.723388671875appeared
Australia1976NaN1042.0809326171875appeared
Australia1977NaN983.767333984375appeared
Australia1978NaN1049.6446533203125appeared
Australia1979NaN1009.0154418945312appeared
Australia1980NaN940.9193115234375appeared
Australia1981NaN954.5885009765625appeared
Australia1982NaN874.5333862304688appeared
Australia1983NaN814.4493408203125appeared
Australia1984NaN868.5263671875appeared
Australia1985NaN909.1149291992188appeared
Australia1986NaN901.4393920898438appeared
Australia1987NaN862.8576049804688appeared
Australia1988NaN907.8793334960938appeared
Australia1989NaN892.960205078125appeared
Austria1985NaN4193.1748046875appeared
Austria1986NaN4252.83935546875appeared
Austria1987NaN4791.69580078125appeared
Austria1988NaN4792.27294921875appeared
Austria1989NaN4748.68212890625appeared
Belgium1972NaN19.701175689697266appeared
Belgium1973NaN37.353240966796875appeared
Belgium1974NaN50.945945739746094appeared
Belgium1975NaN723.1902465820312appeared
Belgium1976NaN1045.4041748046875appeared
Belgium1977NaN1269.6927490234375appeared
Belgium1978NaN1327.2313232421875appeared
Belgium1979NaN1218.5865478515625appeared
Belgium1980NaN1334.9818115234375appeared
Belgium1981NaN1373.611572265625appeared
Belgium1982NaN1626.69482421875appeared
Belgium1983NaN2478.839111328125appeared
Belgium1984NaN2847.51171875appeared
Belgium1985NaN3536.417724609375appeared
Belgium1986NaN4031.159912109375appeared
Belgium1987NaN4297.74267578125appeared
Belgium1988NaN4401.62451171875appeared
Belgium1989NaN4198.6298828125appeared
Brazil1970NaN422.7041931152344appeared
Brazil1971NaN448.4624328613281appeared
Brazil1972NaN513.2222900390625appeared
Brazil1973NaN571.5423583984375appeared
Brazil1974NaN632.4517822265625appeared
Brazil1975NaN679.7479248046875appeared
Brazil1976NaN760.1378173828125appeared
Brazil1977NaN838.065185546875appeared
Brazil1978NaN900.3209228515625appeared
Brazil1979NaN999.79052734375appeared
Brazil1980NaN1078.419677734375appeared
Brazil1981NaN1069.1221923828125appeared
Brazil1982NaN1129.1121826171875appeared
Brazil1983NaN1190.0714111328125appeared
Brazil1984NaN1289.6815185546875appeared
Brazil1985NaN1363.851318359375appeared
Brazil1986NaN1342.791748046875appeared
Brazil1987NaN1347.49853515625appeared
Brazil1988NaN1411.707763671875appeared
Brazil1989NaN1432.8935546875appeared
Canada1975NaN9289.3935546875appeared
Canada1976NaN9840.302734375appeared
Canada1977NaN10432.1298828125appeared
Canada1978NaN11159.384765625appeared
Canada1979NaN11582.91015625appeared
Canada1980NaN11840.001953125appeared
Canada1981NaN12396.0673828125appeared
~ electricity_mix.per_capita_oil_generation__kwh changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearper_capita_oil_generation__kwh -per_capita_oil_generation__kwh +anomaly score
South America1985NaN91.50077819824219appeared
South America1986NaN117.92943572998047appeared
South America1987NaN113.04243469238281appeared
South America1988NaN107.65869903564453appeared
South America1989NaN105.02977752685547appeared
South America1990NaN83.92475128173828appeared
South America1991NaN81.32877349853516appeared
South America1992NaN90.64314270019531appeared
South America1993NaN80.69581604003906appeared
South America1994NaN67.40808868408203appeared
South America1995NaN74.9661636352539appeared
South America1996NaN82.86727142333984appeared
South America1997NaN81.70359802246094appeared
South America1998NaN94.17752075195312appeared
South America1999NaN112.88251495361328appeared
~ electricity_mix.per_capita_other_renewables_generation__kwh changed data
~ Changed values: 70 / 10,582 (0.66%) (70 appeared)
countryyearper_capita_other_renewables_generation__kwh -per_capita_other_renewables_generation__kwh +anomaly score
North America1965NaN44.881141662597656appeared
North America1966NaN46.500404357910156appeared
North America1967NaN45.749847412109375appeared
North America1968NaN49.71210479736328appeared
North America1969NaN51.05940628051758appeared
North America1970NaN50.23080825805664appeared
North America1971NaN53.811153411865234appeared
North America1972NaN58.88898849487305appeared
North America1973NaN62.714378356933594appeared
North America1974NaN64.00507354736328appeared
North America1975NaN61.981040954589844appeared
North America1976NaN72.55303955078125appeared
North America1977NaN75.4891128540039appeared
North America1978NaN78.33951568603516appeared
North America1979NaN81.46705627441406appeared
North America1980NaN82.45597076416016appeared
North America1981NaN86.08740234375appeared
North America1982NaN84.37328338623047appeared
North America1983NaN91.79522705078125appeared
North America1984NaN105.99996948242188appeared
North America1985NaN104.56145477294922appeared
North America1986NaN113.67242431640625appeared
North America1987NaN125.68458557128906appeared
North America1988NaN124.56703186035156appeared
North America1989NaN141.33531188964844appeared
North America1990NaN162.31198120117188appeared
North America1991NaN168.50502014160156appeared
North America1992NaN179.44696044921875appeared
North America1993NaN181.6631622314453appeared
North America1994NaN179.5297088623047appeared
North America1995NaN173.75721740722656appeared
North America1996NaN175.8755340576172appeared
North America1997NaN176.77301025390625appeared
North America1998NaN175.7440643310547appeared
North America1999NaN177.2789306640625appeared
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN2.975856065750122appeared
South America1971NaN5.303927421569824appeared
South America1972NaN5.6520771980285645appeared
South America1973NaN5.607717990875244appeared
South America1974NaN5.821289539337158appeared
South America1975NaN6.975160121917725appeared
South America1976NaN6.898604393005371appeared
South America1977NaN7.863604545593262appeared
South America1978NaN8.536393165588379appeared
South America1979NaN10.298372268676758appeared
South America1980NaN9.998043060302734appeared
South America1981NaN9.949589729309082appeared
South America1982NaN11.546210289001465appeared
South America1983NaN14.79191780090332appeared
South America1984NaN13.880859375appeared
South America1985NaN14.594304084777832appeared
South America1986NaN15.036970138549805appeared
South America1987NaN15.964642524719238appeared
South America1988NaN15.129249572753906appeared
South America1989NaN14.9717378616333appeared
South America1990NaN18.522838592529297appeared
South America1991NaN18.859935760498047appeared
South America1992NaN24.149883270263672appeared
South America1993NaN23.937158584594727appeared
South America1994NaN25.099306106567383appeared
South America1995NaN25.85772705078125appeared
South America1996NaN28.90878677368164appeared
South America1997NaN30.223119735717773appeared
South America1998NaN28.59078025817871appeared
South America1999NaN31.538034439086914appeared
~ electricity_mix.per_capita_other_renewables_including_bioenergy_generation__kwh changed data
~ Changed values: 70 / 10,582 (0.66%) (70 appeared)
countryyearper_capita_other_renewables_including_bioenergy_generation__kwh -per_capita_other_renewables_including_bioenergy_generation__kwh +anomaly score
North America1965NaN44.881141662597656appeared
North America1966NaN46.500404357910156appeared
North America1967NaN45.749847412109375appeared
North America1968NaN49.71210479736328appeared
North America1969NaN51.05940628051758appeared
North America1970NaN50.23080825805664appeared
North America1971NaN53.811153411865234appeared
North America1972NaN58.88898849487305appeared
North America1973NaN62.714378356933594appeared
North America1974NaN64.00507354736328appeared
North America1975NaN61.981040954589844appeared
North America1976NaN72.55303955078125appeared
North America1977NaN75.4891128540039appeared
North America1978NaN78.33951568603516appeared
North America1979NaN81.46705627441406appeared
North America1980NaN82.45597076416016appeared
North America1981NaN86.08740234375appeared
North America1982NaN84.37328338623047appeared
North America1983NaN91.79522705078125appeared
North America1984NaN105.99996948242188appeared
North America1985NaN104.56145477294922appeared
North America1986NaN113.67242431640625appeared
North America1987NaN125.68458557128906appeared
North America1988NaN124.56703186035156appeared
North America1989NaN141.33531188964844appeared
North America1990NaN162.31198120117188appeared
North America1991NaN168.50502014160156appeared
North America1992NaN179.44696044921875appeared
North America1993NaN181.6631622314453appeared
North America1994NaN179.5297088623047appeared
North America1995NaN173.75721740722656appeared
North America1996NaN175.8755340576172appeared
North America1997NaN176.77301025390625appeared
North America1998NaN175.7440643310547appeared
North America1999NaN177.2789306640625appeared
South America1965NaN0.0appeared
South America1966NaN0.0appeared
South America1967NaN0.0appeared
South America1968NaN0.0appeared
South America1969NaN0.0appeared
South America1970NaN2.975856065750122appeared
South America1971NaN5.303927421569824appeared
South America1972NaN5.6520771980285645appeared
South America1973NaN5.607717990875244appeared
South America1974NaN5.821289539337158appeared
South America1975NaN6.975160121917725appeared
South America1976NaN6.898604393005371appeared
South America1977NaN7.863604545593262appeared
South America1978NaN8.536393165588379appeared
South America1979NaN10.298372268676758appeared
South America1980NaN9.998043060302734appeared
South America1981NaN9.949589729309082appeared
South America1982NaN11.546210289001465appeared
South America1983NaN14.79191780090332appeared
South America1984NaN13.880859375appeared
South America1985NaN14.594304084777832appeared
South America1986NaN15.036970138549805appeared
South America1987NaN15.964642524719238appeared
South America1988NaN15.129249572753906appeared
South America1989NaN14.9717378616333appeared
South America1990NaN18.522838592529297appeared
South America1991NaN18.859935760498047appeared
South America1992NaN24.149883270263672appeared
South America1993NaN23.937158584594727appeared
South America1994NaN25.099306106567383appeared
South America1995NaN25.85772705078125appeared
South America1996NaN28.90878677368164appeared
South America1997NaN30.223119735717773appeared
South America1998NaN28.59078025817871appeared
South America1999NaN31.538034439086914appeared
~ electricity_mix.per_capita_renewable_generation__kwh changed data
~ Changed values: 391 / 10,582 (3.69%) (391 appeared) — showing the 100 most anomalous rows
countryyearper_capita_renewable_generation__kwh -per_capita_renewable_generation__kwh +anomaly score
Argentina1965NaN55.40345001220703appeared
Argentina1966NaN55.265689849853516appeared
Argentina1967NaN55.73464584350586appeared
Argentina1968NaN64.69274139404297appeared
Argentina1969NaN57.13862609863281appeared
Argentina1970NaN67.56624603271484appeared
Argentina1971NaN66.17162322998047appeared
Argentina1972NaN64.05828857421875appeared
Argentina1973NaN122.07135009765625appeared
Argentina1974NaN198.56234741210938appeared
Argentina1975NaN203.2443084716797appeared
Argentina1976NaN193.12876892089844appeared
Argentina1977NaN218.36656188964844appeared
Argentina1978NaN287.8720397949219appeared
Argentina1979NaN390.0010070800781appeared
Argentina1980NaN544.0567626953125appeared
Argentina1981NaN518.9655151367188appeared
Argentina1982NaN612.1907348632812appeared
Argentina1983NaN631.9375appeared
Argentina1984NaN669.4838256835938appeared
Argentina1985NaN684.7581787109375appeared
Argentina1986NaN686.5587768554688appeared
Argentina1987NaN703.6517333984375appeared
Argentina1988NaN484.0102844238281appeared
Argentina1989NaN411.93060302734375appeared
Australia1965NaN703.1275024414062appeared
Australia1966NaN658.1024169921875appeared
Australia1967NaN668.5384521484375appeared
Australia1968NaN684.3303833007812appeared
Australia1969NaN730.5115966796875appeared
Australia1970NaN827.9501342773438appeared
Australia1971NaN905.560546875appeared
Australia1972NaN889.3953857421875appeared
Australia1973NaN933.8064575195312appeared
Australia1974NaN1042.5250244140625appeared
Australia1975NaN1106.723388671875appeared
Australia1976NaN1042.0809326171875appeared
Australia1977NaN983.767333984375appeared
Australia1978NaN1049.6446533203125appeared
Australia1979NaN1009.0154418945312appeared
Australia1980NaN940.9193115234375appeared
Australia1981NaN954.5885009765625appeared
Australia1982NaN874.5333862304688appeared
Australia1983NaN814.4493408203125appeared
Australia1984NaN868.5263671875appeared
Australia1985NaN909.1149291992188appeared
Australia1986NaN901.4393920898438appeared
Australia1987NaN862.8576049804688appeared
Australia1988NaN907.8793334960938appeared
Australia1989NaN892.960205078125appeared
Austria1985NaN4193.1748046875appeared
Austria1986NaN4252.83935546875appeared
Austria1987NaN4791.69580078125appeared
Austria1988NaN4792.27294921875appeared
Austria1989NaN4748.68212890625appeared
Belgium1972NaN18.566553115844727appeared
Belgium1973NaN29.53272819519043appeared
Belgium1974NaN35.74433135986328appeared
Belgium1975NaN27.286327362060547appeared
Belgium1976NaN17.01010513305664appeared
Belgium1977NaN48.18898391723633appeared
Belgium1978NaN49.326927185058594appeared
Belgium1979NaN55.95550537109375appeared
Belgium1980NaN58.781097412109375appeared
Belgium1981NaN68.21868133544922appeared
Belgium1982NaN38.42905807495117appeared
Belgium1983NaN36.27470397949219appeared
Belgium1984NaN37.97627639770508appeared
Belgium1985NaN34.41177749633789appeared
Belgium1986NaN46.72811508178711appeared
Belgium1987NaN58.28783416748047appeared
Belgium1988NaN55.16022491455078appeared
Belgium1989NaN50.621063232421875appeared
Brazil1970NaN422.7041931152344appeared
Brazil1971NaN448.4624328613281appeared
Brazil1972NaN513.2222900390625appeared
Brazil1973NaN571.5423583984375appeared
Brazil1974NaN632.4517822265625appeared
Brazil1975NaN679.7479248046875appeared
Brazil1976NaN760.1378173828125appeared
Brazil1977NaN838.065185546875appeared
Brazil1978NaN900.3209228515625appeared
Brazil1979NaN999.79052734375appeared
Brazil1980NaN1078.419677734375appeared
Brazil1981NaN1069.1221923828125appeared
Brazil1982NaN1129.1121826171875appeared
Brazil1983NaN1190.0714111328125appeared
Brazil1984NaN1277.29638671875appeared
Brazil1985NaN1338.9022216796875appeared
Brazil1986NaN1341.7508544921875appeared
Brazil1987NaN1340.6029052734375appeared
Brazil1988NaN1407.48046875appeared
Brazil1989NaN1420.40234375appeared
Canada1975NaN8746.3896484375appeared
Canada1976NaN9097.798828125appeared
Canada1977NaN9322.07421875appeared
Canada1978NaN9858.1484375appeared
Canada1979NaN10127.666015625appeared
Canada1980NaN10289.8125appeared
Canada1981NaN10783.3876953125appeared
~ electricity_mix.per_capita_solar_and_wind_generation__kwh changed data
~ Changed values: 1,002 / 10,582 (9.47%) (1,002 appeared) — showing the 100 most anomalous rows
countryyearper_capita_solar_and_wind_generation__kwh -per_capita_solar_and_wind_generation__kwh +anomaly score
Africa1965NaN0.0appeared
Africa1966NaN0.0appeared
Africa1967NaN0.0appeared
Africa1968NaN0.0appeared
Africa1969NaN0.0appeared
Africa1970NaN0.0appeared
Algeria1965NaN0.0appeared
Algeria1966NaN0.0appeared
Algeria1967NaN0.0appeared
Algeria1968NaN0.0appeared
Algeria1969NaN0.0appeared
Algeria1970NaN0.0appeared
Algeria1971NaN0.0appeared
Algeria1972NaN0.0appeared
Algeria1973NaN0.0appeared
Algeria1974NaN0.0appeared
Algeria1975NaN0.0appeared
Algeria1976NaN0.0appeared
Algeria1977NaN0.0appeared
Algeria1978NaN0.0appeared
Algeria1979NaN0.0appeared
Algeria1980NaN0.0appeared
Algeria1981NaN0.0appeared
Algeria1982NaN0.0appeared
Algeria1983NaN0.0appeared
Algeria1984NaN0.0appeared
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1965NaN0.0appeared
Argentina1966NaN0.0appeared
Argentina1967NaN0.0appeared
Argentina1968NaN0.0appeared
Argentina1969NaN0.0appeared
Argentina1970NaN0.0appeared
Argentina1971NaN0.0appeared
Argentina1972NaN0.0appeared
Argentina1973NaN0.0appeared
Argentina1974NaN0.0appeared
Argentina1975NaN0.0appeared
Argentina1976NaN0.0appeared
Argentina1977NaN0.0appeared
Argentina1978NaN0.0appeared
Argentina1979NaN0.0appeared
Argentina1980NaN0.0appeared
Argentina1981NaN0.0appeared
Argentina1982NaN0.0appeared
Argentina1983NaN0.0appeared
Argentina1984NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1965NaN0.0appeared
Australia1966NaN0.0appeared
Australia1967NaN0.0appeared
Australia1968NaN0.0appeared
Australia1969NaN0.0appeared
Australia1970NaN0.0appeared
Australia1971NaN0.0appeared
Australia1972NaN0.0appeared
Australia1973NaN0.0appeared
Australia1974NaN0.0appeared
Australia1975NaN0.0appeared
Australia1976NaN0.0appeared
Australia1977NaN0.0appeared
Australia1978NaN0.0appeared
Australia1979NaN0.0appeared
Australia1980NaN0.0appeared
Australia1981NaN0.0appeared
Australia1982NaN0.0appeared
Australia1983NaN0.0appeared
Australia1984NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1965NaN0.0appeared
Austria1966NaN0.0appeared
Austria1967NaN0.0appeared
Austria1968NaN0.0appeared
Austria1969NaN0.0appeared
Austria1970NaN0.0appeared
Austria1971NaN0.0appeared
Austria1972NaN0.0appeared
Austria1973NaN0.0appeared
Austria1974NaN0.0appeared
Austria1975NaN0.0appeared
Austria1976NaN0.0appeared
Austria1977NaN0.0appeared
Austria1978NaN0.0appeared
Austria1979NaN0.0appeared
Austria1980NaN0.0appeared
Austria1981NaN0.0appeared
Austria1982NaN0.0appeared
Austria1983NaN0.0appeared
~ electricity_mix.per_capita_solar_generation__kwh changed data
~ Changed values: 949 / 10,582 (8.97%) (949 appeared) — showing the 100 most anomalous rows
countryyearper_capita_solar_generation__kwh -per_capita_solar_generation__kwh +anomaly score
Africa1965NaN0.0appeared
Africa1966NaN0.0appeared
Africa1967NaN0.0appeared
Africa1968NaN0.0appeared
Africa1969NaN0.0appeared
Africa1970NaN0.0appeared
Algeria1965NaN0.0appeared
Algeria1966NaN0.0appeared
Algeria1967NaN0.0appeared
Algeria1968NaN0.0appeared
Algeria1969NaN0.0appeared
Algeria1970NaN0.0appeared
Algeria1971NaN0.0appeared
Algeria1972NaN0.0appeared
Algeria1973NaN0.0appeared
Algeria1974NaN0.0appeared
Algeria1975NaN0.0appeared
Algeria1976NaN0.0appeared
Algeria1977NaN0.0appeared
Algeria1978NaN0.0appeared
Algeria1979NaN0.0appeared
Algeria1980NaN0.0appeared
Algeria1981NaN0.0appeared
Algeria1982NaN0.0appeared
Algeria1983NaN0.0appeared
Algeria1984NaN0.0appeared
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1965NaN0.0appeared
Argentina1966NaN0.0appeared
Argentina1967NaN0.0appeared
Argentina1968NaN0.0appeared
Argentina1969NaN0.0appeared
Argentina1970NaN0.0appeared
Argentina1971NaN0.0appeared
Argentina1972NaN0.0appeared
Argentina1973NaN0.0appeared
Argentina1974NaN0.0appeared
Argentina1975NaN0.0appeared
Argentina1976NaN0.0appeared
Argentina1977NaN0.0appeared
Argentina1978NaN0.0appeared
Argentina1979NaN0.0appeared
Argentina1980NaN0.0appeared
Argentina1981NaN0.0appeared
Argentina1982NaN0.0appeared
Argentina1983NaN0.0appeared
Argentina1984NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1965NaN0.0appeared
Australia1966NaN0.0appeared
Australia1967NaN0.0appeared
Australia1968NaN0.0appeared
Australia1969NaN0.0appeared
Australia1970NaN0.0appeared
Australia1971NaN0.0appeared
Australia1972NaN0.0appeared
Australia1973NaN0.0appeared
Australia1974NaN0.0appeared
Australia1975NaN0.0appeared
Australia1976NaN0.0appeared
Australia1977NaN0.0appeared
Australia1978NaN0.0appeared
Australia1979NaN0.0appeared
Australia1980NaN0.0appeared
Australia1981NaN0.0appeared
Australia1982NaN0.0appeared
Australia1983NaN0.0appeared
Australia1984NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1965NaN0.0appeared
Austria1966NaN0.0appeared
Austria1967NaN0.0appeared
Austria1968NaN0.0appeared
Austria1969NaN0.0appeared
Austria1970NaN0.0appeared
Austria1971NaN0.0appeared
Austria1972NaN0.0appeared
Austria1973NaN0.0appeared
Austria1974NaN0.0appeared
Austria1975NaN0.0appeared
Austria1976NaN0.0appeared
Austria1977NaN0.0appeared
Austria1978NaN0.0appeared
Austria1979NaN0.0appeared
Austria1980NaN0.0appeared
Austria1981NaN0.0appeared
Austria1982NaN0.0appeared
Austria1983NaN0.0appeared
~ electricity_mix.per_capita_total_generation__kwh changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyearper_capita_total_generation__kwh -per_capita_total_generation__kwh +anomaly score
South America1985NaN1335.8707275390625appeared
South America1986NaN1412.4798583984375appeared
South America1987NaN1451.718505859375appeared
South America1988NaN1497.975341796875appeared
South America1989NaN1509.24072265625appeared
South America1990NaN1512.17138671875appeared
South America1991NaN1570.670654296875appeared
South America1992NaN1580.770751953125appeared
South America1993NaN1650.788818359375appeared
South America1994NaN1702.742431640625appeared
South America1995NaN1772.2119140625appeared
South America1996NaN1832.62353515625appeared
South America1997NaN1906.76171875appeared
South America1998NaN1950.5418701171875appeared
South America1999NaN1974.73974609375appeared
~ electricity_mix.per_capita_wind_generation__kwh changed data
~ Changed values: 929 / 10,582 (8.78%) (929 appeared) — showing the 100 most anomalous rows
countryyearper_capita_wind_generation__kwh -per_capita_wind_generation__kwh +anomaly score
Algeria1965NaN0.0appeared
Algeria1966NaN0.0appeared
Algeria1967NaN0.0appeared
Algeria1968NaN0.0appeared
Algeria1969NaN0.0appeared
Algeria1970NaN0.0appeared
Algeria1971NaN0.0appeared
Algeria1972NaN0.0appeared
Algeria1973NaN0.0appeared
Algeria1974NaN0.0appeared
Algeria1975NaN0.0appeared
Algeria1976NaN0.0appeared
Algeria1977NaN0.0appeared
Algeria1978NaN0.0appeared
Algeria1979NaN0.0appeared
Algeria1980NaN0.0appeared
Algeria1981NaN0.0appeared
Algeria1982NaN0.0appeared
Algeria1983NaN0.0appeared
Algeria1984NaN0.0appeared
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1965NaN0.0appeared
Argentina1966NaN0.0appeared
Argentina1967NaN0.0appeared
Argentina1968NaN0.0appeared
Argentina1969NaN0.0appeared
Argentina1970NaN0.0appeared
Argentina1971NaN0.0appeared
Argentina1972NaN0.0appeared
Argentina1973NaN0.0appeared
Argentina1974NaN0.0appeared
Argentina1975NaN0.0appeared
Argentina1976NaN0.0appeared
Argentina1977NaN0.0appeared
Argentina1978NaN0.0appeared
Argentina1979NaN0.0appeared
Argentina1980NaN0.0appeared
Argentina1981NaN0.0appeared
Argentina1982NaN0.0appeared
Argentina1983NaN0.0appeared
Argentina1984NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1965NaN0.0appeared
Australia1966NaN0.0appeared
Australia1967NaN0.0appeared
Australia1968NaN0.0appeared
Australia1969NaN0.0appeared
Australia1970NaN0.0appeared
Australia1971NaN0.0appeared
Australia1972NaN0.0appeared
Australia1973NaN0.0appeared
Australia1974NaN0.0appeared
Australia1975NaN0.0appeared
Australia1976NaN0.0appeared
Australia1977NaN0.0appeared
Australia1978NaN0.0appeared
Australia1979NaN0.0appeared
Australia1980NaN0.0appeared
Australia1981NaN0.0appeared
Australia1982NaN0.0appeared
Australia1983NaN0.0appeared
Australia1984NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1965NaN0.0appeared
Austria1966NaN0.0appeared
Austria1967NaN0.0appeared
Austria1968NaN0.0appeared
Austria1969NaN0.0appeared
Austria1970NaN0.0appeared
Austria1971NaN0.0appeared
Austria1972NaN0.0appeared
Austria1973NaN0.0appeared
Austria1974NaN0.0appeared
Austria1975NaN0.0appeared
Austria1976NaN0.0appeared
Austria1977NaN0.0appeared
Austria1978NaN0.0appeared
Austria1979NaN0.0appeared
Austria1980NaN0.0appeared
Austria1981NaN0.0appeared
Austria1982NaN0.0appeared
Austria1983NaN0.0appeared
Austria1984NaN0.0appeared
Austria1985NaN0.0appeared
Austria1986NaN0.0appeared
Austria1987NaN0.0appeared
Austria1988NaN0.0appeared
Austria1989NaN0.0appeared
~ electricity_mix.renewable_generation__twh changed data
~ Changed values: 403 / 10,582 (3.81%) (403 appeared) — showing the 100 most anomalous rows
countryyearrenewable_generation__twh -renewable_generation__twh +anomaly score
Argentina1965NaN1.22511625289917appeared
Argentina1966NaN1.240930199623108appeared
Argentina1967NaN1.2706977128982544appeared
Argentina1968NaN1.4976744651794434appeared
Argentina1969NaN1.3432557582855225appeared
Argentina1970NaN1.613369107246399appeared
Argentina1971NaN1.6051390171051025appeared
Argentina1972NaN1.5786737203598022appeared
Argentina1973NaN3.0573997497558594appeared
Argentina1974NaN5.055665969848633appeared
Argentina1975NaN5.258764743804932appeared
Argentina1976NaN5.075864791870117appeared
Argentina1977NaN5.830783367156982appeared
Argentina1978NaN7.810591220855713appeared
Argentina1979NaN10.751896858215332appeared
Argentina1980NaN15.239898681640625appeared
Argentina1981NaN14.771812438964844appeared
Argentina1982NaN17.707168579101562appeared
Argentina1983NaN18.573486328125appeared
Argentina1984NaN19.992855072021484appeared
Argentina1985NaN20.773130416870117appeared
Argentina1986NaN21.154237747192383appeared
Argentina1987NaN22.018503189086914appeared
Argentina1988NaN15.382104873657227appeared
Argentina1989NaN13.293395042419434appeared
Australia1965NaN7.985755920410156appeared
Australia1966NaN7.629042625427246appeared
Australia1967NaN7.895787239074707appeared
Australia1968NaN8.232500076293945appeared
Australia1969NaN8.965121269226074appeared
Australia1970NaN10.431686401367188appeared
Australia1971NaN11.770442962646484appeared
Australia1972NaN11.833313941955566appeared
Australia1973NaN12.623839378356934appeared
Australia1974NaN14.3029203414917appeared
Australia1975NaN15.376801490783691appeared
Australia1976NaN14.637859344482422appeared
Australia1977NaN13.972949981689453appeared
Australia1978NaN15.08034896850586appeared
Australia1979NaN14.664055824279785appeared
Australia1980NaN13.851597785949707appeared
Australia1981NaN14.270343780517578appeared
Australia1982NaN13.286334037780762appeared
Australia1983NaN12.554647445678711appeared
Australia1984NaN13.566948890686035appeared
Australia1985NaN14.39651107788086appeared
Australia1986NaN14.485798835754395appeared
Australia1987NaN14.083796501159668appeared
Australia1988NaN15.065443992614746appeared
Australia1989NaN15.063669204711914appeared
Austria1985NaN31.718473434448242appeared
Austria1986NaN32.191429138183594appeared
Austria1987NaN36.29380798339844appeared
Austria1988NaN36.35104751586914appeared
Austria1989NaN36.18688201904297appeared
Belgium1972NaN0.18000000715255737appeared
Belgium1973NaN0.28700000047683716appeared
Belgium1974NaN0.3479999899864197appeared
Belgium1975NaN0.26600000262260437appeared
Belgium1976NaN0.16599999368190765appeared
Belgium1977NaN0.4710000157356262appeared
Belgium1978NaN0.4829999804496765appeared
Belgium1979NaN0.5490000247955322appeared
Belgium1980NaN0.578000009059906appeared
Belgium1981NaN0.6720000505447388appeared
Belgium1982NaN0.3790000081062317appeared
Belgium1983NaN0.3579999804496765appeared
Belgium1984NaN0.375appeared
Belgium1985NaN0.3400000035762787appeared
Belgium1986NaN0.4620000123977661appeared
Belgium1987NaN0.5770000219345093appeared
Belgium1988NaN0.546999990940094appeared
Belgium1989NaN0.503000020980835appeared
Brazil1970NaN40.31568908691406appeared
Brazil1971NaN43.8323974609375appeared
Brazil1972NaN51.3975715637207appeared
Brazil1973NaN58.64080047607422appeared
Brazil1974NaN66.46414947509766appeared
Brazil1975NaN73.15418243408203appeared
Brazil1976NaN83.77733612060547appeared
Brazil1977NaN94.59684753417969appeared
Brazil1978NaN104.07794952392578appeared
Brazil1979NaN118.35601806640625appeared
Brazil1980NaN130.71250915527344appeared
Brazil1981NaN132.6386260986328appeared
Brazil1982NaN143.31048583984375appeared
Brazil1983NaN154.45945739746094appeared
Brazil1984NaN169.44468688964844appeared
Brazil1985NaN181.44212341308594appeared
Brazil1986NaN185.61294555664062appeared
Brazil1987NaN189.16571044921875appeared
Brazil1988NaN202.4327850341797appeared
Brazil1989NaN208.09317016601562appeared
Canada1975NaN202.47000122070312appeared
Canada1976NaN213.39599609375appeared
Canada1977NaN221.21600341796875appeared
Canada1978NaN236.38600158691406appeared
Canada1979NaN245.46600341796875appeared
Canada1980NaN252.447998046875appeared
Canada1981NaN267.91302490234375appeared
~ electricity_mix.renewable_share_of_electricity__pct changed data
~ Changed values: 115 / 10,582 (1.09%) (115 appeared) — showing the 100 most anomalous rows
countryyearrenewable_share_of_electricity__pct -renewable_share_of_electricity__pct +anomaly score
Argentina1985NaN45.85302734375appeared
Argentina1986NaN43.152366638183594appeared
Argentina1987NaN42.249610900878906appeared
Argentina1988NaN29.299516677856445appeared
Argentina1989NaN26.135784149169922appeared
Australia1985NaN11.640787124633789appeared
Australia1986NaN11.183613777160645appeared
Australia1987NaN10.36983871459961appeared
Australia1988NaN10.507794380187988appeared
Australia1989NaN9.947415351867676appeared
Austria1985NaN72.51262664794922appeared
Austria1986NaN73.20059967041016appeared
Austria1987NaN73.04341125488281appeared
Austria1988NaN75.49700164794922appeared
Austria1989NaN73.61790466308594appeared
Belgium1985NaN0.5931405425071716appeared
Belgium1986NaN0.78737473487854appeared
Belgium1987NaN0.9105685949325562appeared
Belgium1988NaN0.8370441794395447appeared
Belgium1989NaN0.7446666955947876appeared
Brazil1985NaN93.68031311035156appeared
Brazil1986NaN91.82899475097656appeared
Brazil1987NaN93.03316497802734appeared
Brazil1988NaN94.1754379272461appeared
Brazil1989NaN93.84598541259766appeared
Canada1985NaN66.51679229736328appeared
Canada1986NaN66.69049072265625appeared
Canada1987NaN64.16609191894531appeared
Canada1988NaN61.24729919433594appeared
Canada1989NaN59.01066207885742appeared
Chile1985NaN80.23503875732422appeared
Chile1986NaN81.71389770507812appeared
Chile1987NaN83.73728942871094appeared
Chile1988NaN76.17498779296875appeared
Chile1989NaN60.99601364135742appeared
Colombia1985NaN63.6867561340332appeared
Colombia1986NaN68.23682403564453appeared
Colombia1987NaN69.81999206542969appeared
Colombia1988NaN69.89321899414062appeared
Colombia1989NaN73.08354949951172appeared
Denmark1985NaN0.4018111526966095appeared
Denmark1986NaN0.6665997505187988appeared
Denmark1987NaN0.8959178924560547appeared
Denmark1988NaN1.4410659074783325appeared
Denmark1989NaN2.5172760486602783appeared
France1985NaN18.454147338867188appeared
France1986NaN17.67123794555664appeared
France1987NaN19.08882713317871appeared
France1988NaN19.968835830688477appeared
France1989NaN11.974420547485352appeared
Germany1985NaN3.6446776390075684appeared
Germany1986NaN3.8522167205810547appeared
Germany1987NaN4.092618465423584appeared
Germany1988NaN3.9537014961242676appeared
Germany1989NaN3.575631856918335appeared
Iceland1985NaN99.91460418701172appeared
Iceland1986NaN99.90875244140625appeared
Iceland1987NaN99.90614318847656appeared
Iceland1988NaN99.85649871826172appeared
Iceland1989NaN99.8990478515625appeared
Luxembourg1985NaN9.329797744750977appeared
Luxembourg1986NaN10.103137016296387appeared
Luxembourg1987NaN11.780104637145996appeared
Luxembourg1988NaN8.621103286743164appeared
Luxembourg1989NaN6.45244026184082appeared
North America1985NaN20.556760787963867appeared
North America1986NaN20.81534194946289appeared
North America1987NaN19.072153091430664appeared
North America1988NaN17.3306941986084appeared
North America1989NaN17.348339080810547appeared
North America1990NaN17.930261611938477appeared
North America1991NaN17.80463218688965appeared
North America1992NaN17.18974494934082appeared
North America1993NaN17.560672760009766appeared
North America1994NaN16.675790786743164appeared
North America1995NaN17.669986724853516appeared
North America1996NaN18.648035049438477appeared
North America1997NaN18.328964233398438appeared
North America1998NaN16.621620178222656appeared
North America1999NaN16.71727752685547appeared
Peru1995NaN77.48532104492188appeared
Peru1996NaN77.90020751953125appeared
Peru1997NaN74.46556091308594appeared
Peru1998NaN74.98883056640625appeared
Peru1999NaN77.06303405761719appeared
South America1985NaN77.56365203857422appeared
South America1986NaN77.28856658935547appeared
South America1987NaN78.7319107055664appeared
South America1988NaN77.5649185180664appeared
South America1989NaN77.47203063964844appeared
South America1990NaN79.04585266113281appeared
South America1991NaN79.9771957397461appeared
South America1992NaN80.00279998779297appeared
South America1993NaN81.0400390625appeared
South America1994NaN82.10602569580078appeared
South America1995NaN80.46281433105469appeared
South America1996NaN79.48199462890625appeared
South America1997NaN79.60730743408203appeared
South America1998NaN78.2577133178711appeared
South America1999NaN76.1089859008789appeared
~ electricity_mix.solar_and_wind_generation__twh changed data
~ Changed values: 1,050 / 10,582 (9.92%) (1,050 appeared) — showing the 100 most anomalous rows
countryyearsolar_and_wind_generation__twh -solar_and_wind_generation__twh +anomaly score
Africa1965NaN0.0appeared
Africa1966NaN0.0appeared
Africa1967NaN0.0appeared
Africa1968NaN0.0appeared
Africa1969NaN0.0appeared
Africa1970NaN0.0appeared
Africa (EI)1965NaN0.0appeared
Africa (EI)1966NaN0.0appeared
Africa (EI)1967NaN0.0appeared
Africa (EI)1968NaN0.0appeared
Africa (EI)1969NaN0.0appeared
Africa (EI)1970NaN0.0appeared
Algeria1965NaN0.0appeared
Algeria1966NaN0.0appeared
Algeria1967NaN0.0appeared
Algeria1968NaN0.0appeared
Algeria1969NaN0.0appeared
Algeria1970NaN0.0appeared
Algeria1971NaN0.0appeared
Algeria1972NaN0.0appeared
Algeria1973NaN0.0appeared
Algeria1974NaN0.0appeared
Algeria1975NaN0.0appeared
Algeria1976NaN0.0appeared
Algeria1977NaN0.0appeared
Algeria1978NaN0.0appeared
Algeria1979NaN0.0appeared
Algeria1980NaN0.0appeared
Algeria1981NaN0.0appeared
Algeria1982NaN0.0appeared
Algeria1983NaN0.0appeared
Algeria1984NaN0.0appeared
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1965NaN0.0appeared
Argentina1966NaN0.0appeared
Argentina1967NaN0.0appeared
Argentina1968NaN0.0appeared
Argentina1969NaN0.0appeared
Argentina1970NaN0.0appeared
Argentina1971NaN0.0appeared
Argentina1972NaN0.0appeared
Argentina1973NaN0.0appeared
Argentina1974NaN0.0appeared
Argentina1975NaN0.0appeared
Argentina1976NaN0.0appeared
Argentina1977NaN0.0appeared
Argentina1978NaN0.0appeared
Argentina1979NaN0.0appeared
Argentina1980NaN0.0appeared
Argentina1981NaN0.0appeared
Argentina1982NaN0.0appeared
Argentina1983NaN0.0appeared
Argentina1984NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1965NaN0.0appeared
Australia1966NaN0.0appeared
Australia1967NaN0.0appeared
Australia1968NaN0.0appeared
Australia1969NaN0.0appeared
Australia1970NaN0.0appeared
Australia1971NaN0.0appeared
Australia1972NaN0.0appeared
Australia1973NaN0.0appeared
Australia1974NaN0.0appeared
Australia1975NaN0.0appeared
Australia1976NaN0.0appeared
Australia1977NaN0.0appeared
Australia1978NaN0.0appeared
Australia1979NaN0.0appeared
Australia1980NaN0.0appeared
Australia1981NaN0.0appeared
Australia1982NaN0.0appeared
Australia1983NaN0.0appeared
Australia1984NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1965NaN0.0appeared
Austria1966NaN0.0appeared
Austria1967NaN0.0appeared
Austria1968NaN0.0appeared
Austria1969NaN0.0appeared
Austria1970NaN0.0appeared
Austria1971NaN0.0appeared
Austria1972NaN0.0appeared
Austria1973NaN0.0appeared
Austria1974NaN0.0appeared
Austria1975NaN0.0appeared
Austria1976NaN0.0appeared
Austria1977NaN0.0appeared
~ electricity_mix.solar_and_wind_share_of_electricity__pct changed data
~ Changed values: 215 / 10,582 (2.03%) (215 appeared) — showing the 100 most anomalous rows
countryyearsolar_and_wind_share_of_electricity__pct -solar_and_wind_share_of_electricity__pct +anomaly score
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1985NaN0.0appeared
Austria1986NaN0.0appeared
Austria1987NaN0.0appeared
Austria1988NaN0.0appeared
Austria1989NaN0.0appeared
Azerbaijan1985NaN0.0appeared
Azerbaijan1986NaN0.0appeared
Azerbaijan1987NaN0.0appeared
Azerbaijan1988NaN0.0appeared
Azerbaijan1989NaN0.0appeared
Belarus1985NaN0.0appeared
Belarus1986NaN0.0appeared
Belarus1987NaN0.0appeared
Belarus1988NaN0.0appeared
Belarus1989NaN0.0appeared
Belgium1985NaN0.0appeared
Belgium1986NaN0.0appeared
Belgium1987NaN0.009468650445342064appeared
Belgium1988NaN0.012241963297128677appeared
Belgium1989NaN0.010363155044615269appeared
Brazil1985NaN0.0appeared
Brazil1986NaN0.0appeared
Brazil1987NaN0.0appeared
Brazil1988NaN0.0appeared
Brazil1989NaN0.0appeared
Bulgaria1985NaN0.0appeared
Bulgaria1986NaN0.0appeared
Bulgaria1987NaN0.0appeared
Bulgaria1988NaN0.0appeared
Bulgaria1989NaN0.0appeared
CIS (EI)1985NaN0.0appeared
CIS (EI)1986NaN0.0appeared
CIS (EI)1987NaN0.0appeared
CIS (EI)1988NaN0.0appeared
CIS (EI)1989NaN0.0appeared
Canada1985NaN0.000217857159441337appeared
Canada1986NaN0.00021340890089049935appeared
Canada1987NaN0.00020145138842053711appeared
Canada1988NaN0.00019762229931075126appeared
Canada1989NaN0.00020076589134987444appeared
Chile1985NaN0.0appeared
Chile1986NaN0.0appeared
Chile1987NaN0.0appeared
Chile1988NaN0.0appeared
Chile1989NaN0.0appeared
Colombia1985NaN0.0appeared
Colombia1986NaN0.0appeared
Colombia1987NaN0.0appeared
Colombia1988NaN0.0appeared
Colombia1989NaN0.0appeared
Cyprus1985NaN0.0appeared
Cyprus1986NaN0.0appeared
Cyprus1987NaN0.0appeared
Cyprus1988NaN0.0appeared
Cyprus1989NaN0.0appeared
Czechia1985NaN0.0appeared
Czechia1986NaN0.0appeared
Czechia1987NaN0.0appeared
Czechia1988NaN0.0appeared
Czechia1989NaN0.0appeared
Denmark1985NaN0.17637141048908234appeared
Denmark1986NaN0.40801623463630676appeared
Denmark1987NaN0.5893661379814148appeared
Denmark1988NaN1.0392062664031982appeared
Denmark1989NaN1.868008017539978appeared
Ecuador1985NaN0.0appeared
Ecuador1986NaN0.0appeared
Ecuador1987NaN0.0appeared
Ecuador1988NaN0.0appeared
Ecuador1989NaN0.0appeared
Egypt1985NaN0.0appeared
Egypt1986NaN0.0appeared
Egypt1987NaN0.0appeared
Egypt1988NaN0.0appeared
Egypt1989NaN0.0appeared
Estonia1985NaN0.0appeared
Estonia1986NaN0.0appeared
Estonia1987NaN0.0appeared
Estonia1988NaN0.0appeared
Estonia1989NaN0.0appeared
Finland1985NaN0.0appeared
Finland1986NaN0.0appeared
Finland1987NaN0.0appeared
Finland1988NaN0.0appeared
Finland1989NaN0.0appeared
~ electricity_mix.solar_generation__twh changed data
~ Changed values: 997 / 10,582 (9.42%) (997 appeared) — showing the 100 most anomalous rows
countryyearsolar_generation__twh -solar_generation__twh +anomaly score
Africa1965NaN0.0appeared
Africa1966NaN0.0appeared
Africa1967NaN0.0appeared
Africa1968NaN0.0appeared
Africa1969NaN0.0appeared
Africa1970NaN0.0appeared
Africa (EI)1965NaN0.0appeared
Africa (EI)1966NaN0.0appeared
Africa (EI)1967NaN0.0appeared
Africa (EI)1968NaN0.0appeared
Africa (EI)1969NaN0.0appeared
Africa (EI)1970NaN0.0appeared
Algeria1965NaN0.0appeared
Algeria1966NaN0.0appeared
Algeria1967NaN0.0appeared
Algeria1968NaN0.0appeared
Algeria1969NaN0.0appeared
Algeria1970NaN0.0appeared
Algeria1971NaN0.0appeared
Algeria1972NaN0.0appeared
Algeria1973NaN0.0appeared
Algeria1974NaN0.0appeared
Algeria1975NaN0.0appeared
Algeria1976NaN0.0appeared
Algeria1977NaN0.0appeared
Algeria1978NaN0.0appeared
Algeria1979NaN0.0appeared
Algeria1980NaN0.0appeared
Algeria1981NaN0.0appeared
Algeria1982NaN0.0appeared
Algeria1983NaN0.0appeared
Algeria1984NaN0.0appeared
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1965NaN0.0appeared
Argentina1966NaN0.0appeared
Argentina1967NaN0.0appeared
Argentina1968NaN0.0appeared
Argentina1969NaN0.0appeared
Argentina1970NaN0.0appeared
Argentina1971NaN0.0appeared
Argentina1972NaN0.0appeared
Argentina1973NaN0.0appeared
Argentina1974NaN0.0appeared
Argentina1975NaN0.0appeared
Argentina1976NaN0.0appeared
Argentina1977NaN0.0appeared
Argentina1978NaN0.0appeared
Argentina1979NaN0.0appeared
Argentina1980NaN0.0appeared
Argentina1981NaN0.0appeared
Argentina1982NaN0.0appeared
Argentina1983NaN0.0appeared
Argentina1984NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1965NaN0.0appeared
Australia1966NaN0.0appeared
Australia1967NaN0.0appeared
Australia1968NaN0.0appeared
Australia1969NaN0.0appeared
Australia1970NaN0.0appeared
Australia1971NaN0.0appeared
Australia1972NaN0.0appeared
Australia1973NaN0.0appeared
Australia1974NaN0.0appeared
Australia1975NaN0.0appeared
Australia1976NaN0.0appeared
Australia1977NaN0.0appeared
Australia1978NaN0.0appeared
Australia1979NaN0.0appeared
Australia1980NaN0.0appeared
Australia1981NaN0.0appeared
Australia1982NaN0.0appeared
Australia1983NaN0.0appeared
Australia1984NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1965NaN0.0appeared
Austria1966NaN0.0appeared
Austria1967NaN0.0appeared
Austria1968NaN0.0appeared
Austria1969NaN0.0appeared
Austria1970NaN0.0appeared
Austria1971NaN0.0appeared
Austria1972NaN0.0appeared
Austria1973NaN0.0appeared
Austria1974NaN0.0appeared
Austria1975NaN0.0appeared
Austria1976NaN0.0appeared
Austria1977NaN0.0appeared
~ electricity_mix.solar_share_of_electricity__pct changed data
~ Changed values: 215 / 10,582 (2.03%) (215 appeared) — showing the 100 most anomalous rows
countryyearsolar_share_of_electricity__pct -solar_share_of_electricity__pct +anomaly score
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1985NaN0.0appeared
Austria1986NaN0.0appeared
Austria1987NaN0.0appeared
Austria1988NaN0.0appeared
Austria1989NaN0.0appeared
Azerbaijan1985NaN0.0appeared
Azerbaijan1986NaN0.0appeared
Azerbaijan1987NaN0.0appeared
Azerbaijan1988NaN0.0appeared
Azerbaijan1989NaN0.0appeared
Belarus1985NaN0.0appeared
Belarus1986NaN0.0appeared
Belarus1987NaN0.0appeared
Belarus1988NaN0.0appeared
Belarus1989NaN0.0appeared
Belgium1985NaN0.0appeared
Belgium1986NaN0.0appeared
Belgium1987NaN0.0appeared
Belgium1988NaN0.0appeared
Belgium1989NaN0.0appeared
Brazil1985NaN0.0appeared
Brazil1986NaN0.0appeared
Brazil1987NaN0.0appeared
Brazil1988NaN0.0appeared
Brazil1989NaN0.0appeared
Bulgaria1985NaN0.0appeared
Bulgaria1986NaN0.0appeared
Bulgaria1987NaN0.0appeared
Bulgaria1988NaN0.0appeared
Bulgaria1989NaN0.0appeared
CIS (EI)1985NaN0.0appeared
CIS (EI)1986NaN0.0appeared
CIS (EI)1987NaN0.0appeared
CIS (EI)1988NaN0.0appeared
CIS (EI)1989NaN0.0appeared
Canada1985NaN0.0appeared
Canada1986NaN0.0appeared
Canada1987NaN0.0appeared
Canada1988NaN0.0appeared
Canada1989NaN0.0appeared
Chile1985NaN0.0appeared
Chile1986NaN0.0appeared
Chile1987NaN0.0appeared
Chile1988NaN0.0appeared
Chile1989NaN0.0appeared
Colombia1985NaN0.0appeared
Colombia1986NaN0.0appeared
Colombia1987NaN0.0appeared
Colombia1988NaN0.0appeared
Colombia1989NaN0.0appeared
Cyprus1985NaN0.0appeared
Cyprus1986NaN0.0appeared
Cyprus1987NaN0.0appeared
Cyprus1988NaN0.0appeared
Cyprus1989NaN0.0appeared
Czechia1985NaN0.0appeared
Czechia1986NaN0.0appeared
Czechia1987NaN0.0appeared
Czechia1988NaN0.0appeared
Czechia1989NaN0.0appeared
Denmark1985NaN0.0appeared
Denmark1986NaN0.0appeared
Denmark1987NaN0.0appeared
Denmark1988NaN0.0appeared
Denmark1989NaN0.0appeared
Ecuador1985NaN0.0appeared
Ecuador1986NaN0.0appeared
Ecuador1987NaN0.0appeared
Ecuador1988NaN0.0appeared
Ecuador1989NaN0.0appeared
Egypt1985NaN0.0appeared
Egypt1986NaN0.0appeared
Egypt1987NaN0.0appeared
Egypt1988NaN0.0appeared
Egypt1989NaN0.0appeared
Estonia1985NaN0.0appeared
Estonia1986NaN0.0appeared
Estonia1987NaN0.0appeared
Estonia1988NaN0.0appeared
Estonia1989NaN0.0appeared
Finland1985NaN0.0appeared
Finland1986NaN0.0appeared
Finland1987NaN0.0appeared
Finland1988NaN0.0appeared
Finland1989NaN0.0appeared
~ electricity_mix.total_electricity_share_of_primary_energy__pct changed data
~ Changed values: 40 / 10,582 (0.38%) (40 appeared)
countryyeartotal_electricity_share_of_primary_energy__pct -total_electricity_share_of_primary_energy__pct +anomaly score
South America1985NaN14.947508811950684appeared
South America1986NaN15.212607383728027appeared
South America1987NaN15.471339225769043appeared
South America1988NaN15.710921287536621appeared
South America1989NaN15.926779747009277appeared
South America1990NaN16.290231704711914appeared
South America1991NaN16.816787719726562appeared
South America1992NaN16.44645881652832appeared
South America1993NaN16.94658660888672appeared
South America1994NaN16.767467498779297appeared
South America1995NaN16.81696319580078appeared
South America1996NaN16.938077926635742appeared
South America1997NaN17.04669952392578appeared
South America1998NaN17.182065963745117appeared
South America1999NaN17.611780166625977appeared
South America2000NaN17.888235092163086appeared
South America2001NaN17.299758911132812appeared
South America2002NaN17.83783531188965appeared
South America2003NaN18.783374786376953appeared
South America2004NaN18.65134620666504appeared
South America2005NaN18.900375366210938appeared
South America2006NaN18.790000915527344appeared
South America2007NaN18.68946647644043appeared
South America2008NaN18.658218383789062appeared
South America2009NaN18.985092163085938appeared
South America2010NaN18.926639556884766appeared
South America2011NaN18.82225799560547appeared
South America2012NaN18.7945556640625appeared
South America2013NaN18.998167037963867appeared
South America2014NaN18.54542350769043appeared
South America2015NaN19.132244110107422appeared
South America2016NaN19.4935302734375appeared
South America2017NaN19.480064392089844appeared
South America2018NaN20.10306167602539appeared
South America2019NaN20.430505752563477appeared
South America2020NaN22.129432678222656appeared
South America2021NaN21.11144256591797appeared
South America2022NaN20.821369171142578appeared
South America2023NaN21.00380516052246appeared
South America2024NaN21.251073837280273appeared
~ electricity_mix.total_generation__twh changed data
~ Changed values: 15 / 10,582 (0.14%) (15 appeared)
countryyeartotal_generation__twh -total_generation__twh +anomaly score
South America1985NaN358.1834716796875appeared
South America1986NaN386.5303955078125appeared
South America1987NaN405.2611999511719appeared
South America1988NaN426.41888427734375appeared
South America1989NaN437.917724609375appeared
South America1990NaN447.0577087402344appeared
South America1991NaN472.82806396484375appeared
South America1992NaN484.3262023925781appeared
South America1993NaN514.5714721679688appeared
South America1994NaN539.7415161132812appeared
South America1995NaN571.0771484375appeared
South America1996NaN600.1006469726562appeared
South America1997NaN634.2703247070312appeared
South America1998NaN659.026123046875appeared
South America1999NaN677.4136962890625appeared
~ electricity_mix.wind_generation__twh changed data
~ Changed values: 971 / 10,582 (9.18%) (971 appeared) — showing the 100 most anomalous rows
countryyearwind_generation__twh -wind_generation__twh +anomaly score
Algeria1965NaN0.0appeared
Algeria1966NaN0.0appeared
Algeria1967NaN0.0appeared
Algeria1968NaN0.0appeared
Algeria1969NaN0.0appeared
Algeria1970NaN0.0appeared
Algeria1971NaN0.0appeared
Algeria1972NaN0.0appeared
Algeria1973NaN0.0appeared
Algeria1974NaN0.0appeared
Algeria1975NaN0.0appeared
Algeria1976NaN0.0appeared
Algeria1977NaN0.0appeared
Algeria1978NaN0.0appeared
Algeria1979NaN0.0appeared
Algeria1980NaN0.0appeared
Algeria1981NaN0.0appeared
Algeria1982NaN0.0appeared
Algeria1983NaN0.0appeared
Algeria1984NaN0.0appeared
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1965NaN0.0appeared
Argentina1966NaN0.0appeared
Argentina1967NaN0.0appeared
Argentina1968NaN0.0appeared
Argentina1969NaN0.0appeared
Argentina1970NaN0.0appeared
Argentina1971NaN0.0appeared
Argentina1972NaN0.0appeared
Argentina1973NaN0.0appeared
Argentina1974NaN0.0appeared
Argentina1975NaN0.0appeared
Argentina1976NaN0.0appeared
Argentina1977NaN0.0appeared
Argentina1978NaN0.0appeared
Argentina1979NaN0.0appeared
Argentina1980NaN0.0appeared
Argentina1981NaN0.0appeared
Argentina1982NaN0.0appeared
Argentina1983NaN0.0appeared
Argentina1984NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1965NaN0.0appeared
Australia1966NaN0.0appeared
Australia1967NaN0.0appeared
Australia1968NaN0.0appeared
Australia1969NaN0.0appeared
Australia1970NaN0.0appeared
Australia1971NaN0.0appeared
Australia1972NaN0.0appeared
Australia1973NaN0.0appeared
Australia1974NaN0.0appeared
Australia1975NaN0.0appeared
Australia1976NaN0.0appeared
Australia1977NaN0.0appeared
Australia1978NaN0.0appeared
Australia1979NaN0.0appeared
Australia1980NaN0.0appeared
Australia1981NaN0.0appeared
Australia1982NaN0.0appeared
Australia1983NaN0.0appeared
Australia1984NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1965NaN0.0appeared
Austria1966NaN0.0appeared
Austria1967NaN0.0appeared
Austria1968NaN0.0appeared
Austria1969NaN0.0appeared
Austria1970NaN0.0appeared
Austria1971NaN0.0appeared
Austria1972NaN0.0appeared
Austria1973NaN0.0appeared
Austria1974NaN0.0appeared
Austria1975NaN0.0appeared
Austria1976NaN0.0appeared
Austria1977NaN0.0appeared
Austria1978NaN0.0appeared
Austria1979NaN0.0appeared
Austria1980NaN0.0appeared
Austria1981NaN0.0appeared
Austria1982NaN0.0appeared
Austria1983NaN0.0appeared
Austria1984NaN0.0appeared
Austria1985NaN0.0appeared
Austria1986NaN0.0appeared
Austria1987NaN0.0appeared
Austria1988NaN0.0appeared
Austria1989NaN0.0appeared
~ electricity_mix.wind_share_of_electricity__pct changed data
~ Changed values: 179 / 10,582 (1.69%) (179 appeared) — showing the 100 most anomalous rows
countryyearwind_share_of_electricity__pct -wind_share_of_electricity__pct +anomaly score
Algeria1985NaN0.0appeared
Algeria1986NaN0.0appeared
Algeria1987NaN0.0appeared
Algeria1988NaN0.0appeared
Algeria1989NaN0.0appeared
Argentina1985NaN0.0appeared
Argentina1986NaN0.0appeared
Argentina1987NaN0.0appeared
Argentina1988NaN0.0appeared
Argentina1989NaN0.0appeared
Australia1985NaN0.0appeared
Australia1986NaN0.0appeared
Australia1987NaN0.0appeared
Australia1988NaN0.0appeared
Australia1989NaN0.0appeared
Austria1985NaN0.0appeared
Austria1986NaN0.0appeared
Austria1987NaN0.0appeared
Austria1988NaN0.0appeared
Austria1989NaN0.0appeared
Azerbaijan1985NaN0.0appeared
Azerbaijan1986NaN0.0appeared
Azerbaijan1987NaN0.0appeared
Azerbaijan1988NaN0.0appeared
Azerbaijan1989NaN0.0appeared
Belarus1985NaN0.0appeared
Belarus1986NaN0.0appeared
Belarus1987NaN0.0appeared
Belarus1988NaN0.0appeared
Belarus1989NaN0.0appeared
Belgium1985NaN0.0appeared
Bulgaria1985NaN0.0appeared
Bulgaria1986NaN0.0appeared
Bulgaria1987NaN0.0appeared
Bulgaria1988NaN0.0appeared
Bulgaria1989NaN0.0appeared
CIS (EI)1985NaN0.0appeared
CIS (EI)1986NaN0.0appeared
CIS (EI)1987NaN0.0appeared
CIS (EI)1988NaN0.0appeared
CIS (EI)1989NaN0.0appeared
Chile1985NaN0.0appeared
Chile1986NaN0.0appeared
Chile1987NaN0.0appeared
Chile1988NaN0.0appeared
Chile1989NaN0.0appeared
Colombia1985NaN0.0appeared
Colombia1986NaN0.0appeared
Colombia1987NaN0.0appeared
Colombia1988NaN0.0appeared
Colombia1989NaN0.0appeared
Cyprus1985NaN0.0appeared
Cyprus1986NaN0.0appeared
Cyprus1987NaN0.0appeared
Cyprus1988NaN0.0appeared
Cyprus1989NaN0.0appeared
Czechia1985NaN0.0appeared
Czechia1986NaN0.0appeared
Czechia1987NaN0.0appeared
Czechia1988NaN0.0appeared
Czechia1989NaN0.0appeared
Ecuador1985NaN0.0appeared
Ecuador1986NaN0.0appeared
Ecuador1987NaN0.0appeared
Ecuador1988NaN0.0appeared
Ecuador1989NaN0.0appeared
Estonia1985NaN0.0appeared
Estonia1986NaN0.0appeared
Estonia1987NaN0.0appeared
Estonia1988NaN0.0appeared
Estonia1989NaN0.0appeared
Finland1985NaN0.0appeared
Finland1986NaN0.0appeared
Finland1987NaN0.0appeared
Finland1988NaN0.0appeared
Finland1989NaN0.0appeared
France1985NaN0.0appeared
France1986NaN0.0appeared
France1987NaN0.0appeared
France1988NaN0.0appeared
France1989NaN0.0appeared
Germany1985NaN0.0appeared
Greece1985NaN0.0appeared
Greece1986NaN0.0appeared
Hong Kong1985NaN0.0appeared
Hong Kong1986NaN0.0appeared
Hong Kong1987NaN0.0appeared
Hong Kong1988NaN0.0appeared
Hong Kong1989NaN0.0appeared
Hungary1985NaN0.0appeared
Hungary1986NaN0.0appeared
Hungary1987NaN0.0appeared
Hungary1988NaN0.0appeared
Hungary1989NaN0.0appeared
Iceland1985NaN0.0appeared
Iceland1986NaN0.0appeared
Iceland1987NaN0.0appeared
Iceland1988NaN0.0appeared
Iceland1989NaN0.0appeared
Iran1985NaN0.0appeared
= garden/energy/2026-06-30/energy_aiidentical
= garden/energy/2026-06-30/global_historical_electricityidentical
= garden/energy/2026-06-30/global_historical_electricity_scalingidentical
= garden/energy_data/2026-04-24/owid_energyidentical
= garden/gcp/2025-11-13/global_carbon_budgetidentical
~ garden/hyde/2024-01-02/all_indicators2 columns in 1 table
= Table all_indicators
~ all_indicators.tot_rainfed_c changed metadata
metadata diff
- description_short: Total rainfed area for each country over time.
+ description_short: Total rainfed area for each country over time
~ all_indicators.tot_rice_c changed metadata
metadata diff
- description_short: Total rice area for each country over time.
+ description_short: Total rice area for each country over time
~ garden/un/2024-07-12/un_wppdataset metadata, 16 columns in 12 tables
dataset metadata diff
- update_period_days: 1095
= Table sex_ratio
~ sex_ratio.sex_ratio changed metadata
metadata diff
-   Number of male births per 100 female births.
+   The number of male births per 100 female births.
-   Number of males per 100 females in the population.
+   The number of males per 100 females in the population.
-   Number of males per 100 females at age << age >>.
+   The number of males per 100 females at age << age >>.
= Table mortality_rate
~ mortality_rate.mortality_rate changed metadata
metadata diff
-   Share of newborns who die before reaching the age of one.
+   The share of newborns who die before reaching the age of one.
-   Share of children who die before reaching the age of 5.
+   The share of children who die before reaching the age of 5.
= Table fertility_rate
~ fertility_rate.fertility_rate changed metadata
metadata diff
-   [Total fertility rate](#dod:fertility-rate): the average number of children a woman would have if
-   she experienced the year's age-specific birth rates throughout her childbearing years. <% if not
-   (sex == 'all' and age == 'all') %>
+   The [total fertility rate](#dod:fertility-rate): the average number of children a woman would have
+   if she experienced the year's age-specific birth rates throughout her childbearing years. <% if
+   not (sex == 'all' and age == 'all') %>
-   [Age-specific fertility rate](#dod:age-specific-fertility-rate) for girls aged << age|replace('-',
-   ' to ') >>: the annual number of live births in this age group per 1,000 girls.
+   The [age-specific fertility rate](#dod:age-specific-fertility-rate) for girls aged <<
+   age|replace('-', ' to ') >>: the annual number of live births in this age group per 1,000 girls.
-   [Age-specific fertility rate](#dod:age-specific-fertility-rate) for women aged << age|replace('-',
-   ' to ') >>: the annual number of live births in this age group per 1,000 women.
+   The [age-specific fertility rate](#dod:age-specific-fertility-rate) for women aged <<
+   age|replace('-', ' to ') >>: the annual number of live births in this age group per 1,000 women.
-       [Age-specific fertility rate](#dod:age-specific-fertility-rate) for girls aged <<
+       The [age-specific fertility rate](#dod:age-specific-fertility-rate) for girls aged <<
-       [Age-specific fertility rate](#dod:age-specific-fertility-rate) for adolescent girls aged 15
-       to 19, measured as the number of live births per 1,000 girls in this age group.
+       The [age-specific fertility rate](#dod:age-specific-fertility-rate) for adolescent girls aged
+       15 to 19, measured as the number of live births per 1,000 girls in this age group.
-       [Age-specific fertility rate](#dod:age-specific-fertility-rate) for women aged <<
+       The [age-specific fertility rate](#dod:age-specific-fertility-rate) for women aged <<
= Table births
~ births.birth_rate changed metadata
metadata diff
-   Number of live births in a year per 1,000 people in the population. <% if not (sex == 'all' and
-   age == 'all') %>
+   The number of live births in a year per 1,000 people in the population. <% if not (sex == 'all'
+   and age == 'all') %>
~ births.births changed metadata
metadata diff
-   Number of live births in a calendar year. <% if sex is defined %>
+   The number of live births in a calendar year. <% if sex is defined %>
= Table growth_rate
~ growth_rate.growth_rate changed metadata
metadata diff
-   Annual rate at which the population is growing, expressed as a percentage. <% if not (sex == 'all'
-   and age == 'all') %>
+   The annual rate at which the population is growing, expressed as a percentage. <% if not (sex ==
+   'all' and age == 'all') %>
= Table population
~ population.population changed metadata
metadata diff
-   Total population, measured on 1 July of the year shown. <% if not (sex == 'all' and age == 'all')
-   %>
+   The total population, measured on 1 July of the year shown. <% if not (sex == 'all' and age ==
+   'all') %>
~ population.population_density changed metadata
metadata diff
-   Number of people per square kilometre of land area. <% if not (sex == 'all' and age == 'all') %>
+   The number of people per square kilometre of land area. <% if not (sex == 'all' and age == 'all')
+   %>
= Table migration
~ migration.net_migration changed metadata
metadata diff
-   Number of immigrants minus the number of emigrants. Positive values mean more people moved into
-   the country than left it. <% if not (sex == 'all' and age == 'all') %>
+   The number of immigrants minus the number of emigrants. Positive values mean more people moved
+   into the country than left it. <% if not (sex == 'all' and age == 'all') %>
~ migration.net_migration_rate changed metadata
metadata diff
-   Number of immigrants minus the number of emigrants, per 1,000 people in the population. Positive
-   values mean more people moved into the country than left it. <% if not (sex == 'all' and age ==
-   'all') %>
+   The number of immigrants minus the number of emigrants, per 1,000 people in the population.
+   Positive values mean more people moved into the country than left it. <% if not (sex == 'all' and
+   age == 'all') %>
= Table dependency_ratio
~ dependency_ratio.dependency_ratio changed metadata
metadata diff
-   Number of children (under 15) and people aged 65 and over per 100 working-age people (aged 15 to
-   64).
+   The number of children (under 15) and people aged 65 and over per 100 working-age people (aged 15
+   to 64).
-   Number of children under 15 per 100 working-age people (aged 15 to 64).
+   The number of children under 15 per 100 working-age people (aged 15 to 64).
-   Number of people aged 65 and over per 100 working-age people (aged 15 to 64).
+   The number of people aged 65 and over per 100 working-age people (aged 15 to 64).
= Table fertility_single
~ fertility_single.fertility_rate changed metadata
metadata diff
-   Average number of children a woman would have at each age if she experienced the fertility rates
-   of year << year_as_dimension >>.
+   The average number of children a woman would have at each age if she experienced the fertility
+   rates of year << year_as_dimension >>.
= Table deaths
~ deaths.death_rate changed metadata
metadata diff
-   Number of deaths in a year per 1,000 people in the population. <% if not (sex == 'all' and age ==
-   'all') %>
+   The number of deaths in a year per 1,000 people in the population. <% if not (sex == 'all' and age
+   == 'all') %>
~ deaths.deaths changed metadata
metadata diff
-   Number of deaths in a calendar year. <% if not (sex == 'all' and age == 'all') %>
+   The number of deaths in a calendar year. <% if not (sex == 'all' and age == 'all') %>
= Table median_age
~ median_age.median_age changed metadata
metadata diff
-   Age that divides the population into two halves of equal size — half are younger and half are
+   The age that divides the population into two halves of equal size — half are younger and half are
= Table mean_age_childbearing
~ mean_age_childbearing.mean_age_childbearing changed metadata
metadata diff
-   Average age at which women give birth, calculated from a single year's age-specific fertility
+   The average age at which women give birth, calculated from a single year's age-specific fertility
~ garden/worldbank_wdi/2026-07-27/wdi2 columns in 1 table
= Table wdi
~ wdi.sh_sta_stnt_me_zs changed metadata
metadata diff
- description_short: Share of children younger than five years old whose growth is stunted.
+ description_short: The share of children younger than five years old whose growth is stunted.
-       Share of children younger than five years old that are defined as stunted.
+       The share of children younger than five years old that are defined as stunted.
~ wdi.sh_sta_stnt_zs changed metadata
metadata diff
- description_short: Share of children younger than five years old whose growth is stunted.
+ description_short: The share of children younger than five years old whose growth is stunted.
-       Share of children younger than five years old that are defined as stunted.
+       The share of children younger than five years old that are defined as stunted.