license:mit size_categories:10K<n<100K format:parquet modality:tabular modality:text library:datasets library:dask library:mlcroissant library:polars region:us

---
license: mit
---
# owid

This dataset is produced and published automatically by DataMax. It contains the following assets:

- owid_indicators
- owid_energy_data
- owid_co2_data


## owid_indicators

Joined energy and CO2 data from Our World in Data.



This dataset is produced and published automatically by DataMax.

## Dataset Statistics
- **Number of rows:** 16202
- **Number of columns:** 207

## Sample Data
| country | year | iso_code | population | gdp | biofuel_cons_change_pct | biofuel_cons_change_twh | biofuel_cons_per_capita | biofuel_consumption | biofuel_elec_per_capita | biofuel_electricity | biofuel_share_elec | biofuel_share_energy | carbon_intensity_elec | coal_cons_change_pct | coal_cons_change_twh | coal_cons_per_capita | coal_consumption | coal_elec_per_capita | coal_electricity | coal_prod_change_pct | coal_prod_change_twh | coal_prod_per_capita | coal_production | coal_share_elec | coal_share_energy | electricity_demand | electricity_demand_per_capita | electricity_generation | electricity_share_energy | energy_cons_change_pct | energy_cons_change_twh | energy_per_capita | energy_per_gdp | fossil_cons_change_pct | fossil_cons_change_twh | fossil_elec_per_capita | fossil_electricity | fossil_energy_per_capita | fossil_fuel_consumption | fossil_share_elec | fossil_share_energy | gas_cons_change_pct | gas_cons_change_twh | gas_consumption | gas_elec_per_capita | gas_electricity | gas_energy_per_capita | gas_prod_change_pct | gas_prod_change_twh | gas_prod_per_capita | gas_production | gas_share_elec | gas_share_energy | greenhouse_gas_emissions | hydro_cons_change_pct | hydro_cons_change_twh | hydro_consumption | hydro_elec_per_capita | hydro_electricity | hydro_energy_per_capita | hydro_share_elec | hydro_share_energy | low_carbon_cons_change_pct | low_carbon_cons_change_twh | low_carbon_consumption | low_carbon_elec_per_capita | low_carbon_electricity | low_carbon_energy_per_capita | low_carbon_share_elec | low_carbon_share_energy | net_elec_imports | net_elec_imports_share_demand | nuclear_cons_change_pct | nuclear_cons_change_twh | nuclear_consumption | nuclear_elec_per_capita | nuclear_electricity | nuclear_energy_per_capita | nuclear_share_elec | nuclear_share_energy | oil_cons_change_pct | oil_cons_change_twh | oil_consumption | oil_elec_per_capita | oil_electricity | oil_energy_per_capita | oil_prod_change_pct | oil_prod_change_twh | oil_prod_per_capita | oil_production | oil_share_elec | oil_share_energy | other_renewable_consumption | other_renewable_electricity | other_renewable_exc_biofuel_electricity | other_renewables_cons_change_pct | other_renewables_cons_change_twh | other_renewables_elec_per_capita | other_renewables_elec_per_capita_exc_biofuel | other_renewables_energy_per_capita | other_renewables_share_elec | other_renewables_share_elec_exc_biofuel | other_renewables_share_energy | per_capita_electricity | primary_energy_consumption | renewables_cons_change_pct | renewables_cons_change_twh | renewables_consumption | renewables_elec_per_capita | renewables_electricity | renewables_energy_per_capita | renewables_share_elec | renewables_share_energy | solar_cons_change_pct | solar_cons_change_twh | solar_consumption | solar_elec_per_capita | solar_electricity | solar_energy_per_capita | solar_share_elec | solar_share_energy | wind_cons_change_pct | wind_cons_change_twh | wind_consumption | wind_elec_per_capita | wind_electricity | wind_energy_per_capita | wind_share_elec | wind_share_energy | country_co2 | population_co2 | gdp_co2 | cement_co2 | cement_co2_per_capita | co2 | co2_growth_abs | co2_growth_prct | co2_including_luc | co2_including_luc_growth_abs | co2_including_luc_growth_prct | co2_including_luc_per_capita | co2_including_luc_per_gdp | co2_including_luc_per_unit_energy | co2_per_capita | co2_per_gdp | co2_per_unit_energy | coal_co2 | coal_co2_per_capita | consumption_co2 | consumption_co2_per_capita | consumption_co2_per_gdp | cumulative_cement_co2 | cumulative_co2 | cumulative_co2_including_luc | cumulative_coal_co2 | cumulative_flaring_co2 | cumulative_gas_co2 | cumulative_luc_co2 | cumulative_oil_co2 | cumulative_other_co2 | energy_per_capita_co2 | energy_per_gdp_co2 | flaring_co2 | flaring_co2_per_capita | gas_co2 | gas_co2_per_capita | ghg_excluding_lucf_per_capita | ghg_per_capita | land_use_change_co2 | land_use_change_co2_per_capita | methane | methane_per_capita | nitrous_oxide | nitrous_oxide_per_capita | oil_co2 | oil_co2_per_capita | other_co2_per_capita | other_industry_co2 | primary_energy_consumption_co2 | share_global_cement_co2 | share_global_co2 | share_global_co2_including_luc | share_global_coal_co2 | share_global_cumulative_cement_co2 | share_global_cumulative_co2 | share_global_cumulative_co2_including_luc | share_global_cumulative_coal_co2 | share_global_cumulative_flaring_co2 | share_global_cumulative_gas_co2 | share_global_cumulative_luc_co2 | share_global_cumulative_oil_co2 | share_global_cumulative_other_co2 | share_global_flaring_co2 | share_global_gas_co2 | share_global_luc_co2 | share_global_oil_co2 | share_global_other_co2 | share_of_temperature_change_from_ghg | temperature_change_from_ch4 | temperature_change_from_co2 | temperature_change_from_ghg | temperature_change_from_n2o | total_ghg | total_ghg_excluding_lucf | trade_co2 | trade_co2_share |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Kazakhstan | 1985 | KAZ | 15413315 | 182290350080.0 | None | None | None | None | None | None | None | None | None | None | None | 28773.721 | 443.498 | 3832.271 | 59.068 | None | None | 43213.23 | 666.059 | 72.687 | 55.714 | None | None | 81.263 | 10.41 | None | None | 51645.434 | 4.367 | None | None | 4934.21 | 76.053 | 50645.824 | 780.62 | 93.588 | 98.064 | None | None | 90.234 | 563.519 | 8.686 | 5854.273 | None | None | 2509.439 | 38.679 | 10.688 | 11.336 | None | None | None | 15.407 | 338.05 | 5.21 | 999.61 | 6.412 | 1.936 | None | None | 15.407 | None | None | 999.61 | None | 1.936 | None | None | None | None | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | None | None | 246.888 | 538.42 | 8.299 | 16017.831 | None | None | 17097.932 | 263.536 | 10.212 | 31.015 | None | None | None | None | None | None | None | None | None | None | None | 5272.26 | 796.027 | None | None | 15.407 | None | None | 999.61 | None | 1.936 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | Kazakhstan | 16031088 | 182290350080.000 | 1.767 | 0.11 | 253.065 | 18.480 | 7.878 | 261.266 | 17.948 | 7.376 | 16.297 | 1.433 | 0.328 | 15.786 | 1.388 | 0.318 | 166.709 | 10.399 | None | None | None | 74.766 | 5906.783 | 11022.945 | 4344.338 | 22.184 | 188.000 | 5248.451 | 1277.495 | None | 51645.434 | 4.367 | 1.348 | 0.084 | 16.141 | 1.007 | 18.968 | 25.159 | 8.201 | 0.512 | 76.529 | 4.774 | 15.567 | 0.971 | 67.100 | 4.186 | None | None | 796.027 | 0.415 | 1.246 | 1.020 | 2.033 | 0.754 | 0.844 | 0.834 | 1.101 | 0.306 | 0.304 | 0.837 | 0.568 | None | 0.740 | 0.517 | 0.155 | 0.806 | None | 1.209 | 0.004 | 0.006 | 0.011 | 0.000 | 403.329 | 304.072 | None | None |
| United States | 1926 | USA | 113374057 | 1372770926592.0 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 13.031 | 514.423 | 39358.238 | 4462.203 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 11.316 | 43.37 | 3763.051 | 426.632 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 1.77 | 21.539 | 10922.187 | 1238.293 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | United States | 113374057 | 1372770926592.000 | 14.506 | 0.128 | 1906.048 | 147.863 | 8.410 | 3018.699 | 114.745 | 3.951 | 26.626 | 2.199 | None | 16.812 | 1.388 | None | 1477.933 | 13.036 | None | None | None | 28.887 | 45647.098 | 143342.875 | 40421.219 | None | 959.008 | 97865.969 | 4184.219 | 53.766 | None | None | None | None | 65.336 | 0.576 | 19.200 | 28.970 | 1112.651 | 9.814 | 377.880 | 3.333 | 77.842 | 0.687 | 345.266 | 3.045 | 0.027 | 3.007 | None | 98.407 | 51.831 | 35.070 | 47.922 | 90.629 | 36.600 | 34.795 | 34.627 | None | 96.881 | 33.537 | 60.537 | None | None | 94.492 | 22.568 | 68.170 | None | 28.798 | 0.012 | 0.059 | 0.073 | 0.002 | 3284.446 | 2176.727 | None | None |
| Zambia | 1917 | ZMB | 1463853 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 0.0 | 0.0 | 0.0 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | Zambia | 1463853 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 899.717 | None | None | None | None | None | None | None | None | 0.308 | 11.218 | 21.261 | 14.524 | 0.808 | 0.552 | 1.450 | 0.990 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 0.362 | None | None | None | None | 0.468 | None | None | 0.158 | 0.000 | 0.000 | 0.000 | 0.000 | 16.421 | 0.450 | None | None |




license: mit


## owid_energy_data

Raw Energy data from Our World in Data.



This dataset is produced and published automatically by DataMax.

## Dataset Statistics
- **Number of rows:** 21812
- **Number of columns:** 130

## Sample Data
| country | year | iso_code | population | gdp | biofuel_cons_change_pct | biofuel_cons_change_twh | biofuel_cons_per_capita | biofuel_consumption | biofuel_elec_per_capita | biofuel_electricity | biofuel_share_elec | biofuel_share_energy | carbon_intensity_elec | coal_cons_change_pct | coal_cons_change_twh | coal_cons_per_capita | coal_consumption | coal_elec_per_capita | coal_electricity | coal_prod_change_pct | coal_prod_change_twh | coal_prod_per_capita | coal_production | coal_share_elec | coal_share_energy | electricity_demand | electricity_demand_per_capita | electricity_generation | electricity_share_energy | energy_cons_change_pct | energy_cons_change_twh | energy_per_capita | energy_per_gdp | fossil_cons_change_pct | fossil_cons_change_twh | fossil_elec_per_capita | fossil_electricity | fossil_energy_per_capita | fossil_fuel_consumption | fossil_share_elec | fossil_share_energy | gas_cons_change_pct | gas_cons_change_twh | gas_consumption | gas_elec_per_capita | gas_electricity | gas_energy_per_capita | gas_prod_change_pct | gas_prod_change_twh | gas_prod_per_capita | gas_production | gas_share_elec | gas_share_energy | greenhouse_gas_emissions | hydro_cons_change_pct | hydro_cons_change_twh | hydro_consumption | hydro_elec_per_capita | hydro_electricity | hydro_energy_per_capita | hydro_share_elec | hydro_share_energy | low_carbon_cons_change_pct | low_carbon_cons_change_twh | low_carbon_consumption | low_carbon_elec_per_capita | low_carbon_electricity | low_carbon_energy_per_capita | low_carbon_share_elec | low_carbon_share_energy | net_elec_imports | net_elec_imports_share_demand | nuclear_cons_change_pct | nuclear_cons_change_twh | nuclear_consumption | nuclear_elec_per_capita | nuclear_electricity | nuclear_energy_per_capita | nuclear_share_elec | nuclear_share_energy | oil_cons_change_pct | oil_cons_change_twh | oil_consumption | oil_elec_per_capita | oil_electricity | oil_energy_per_capita | oil_prod_change_pct | oil_prod_change_twh | oil_prod_per_capita | oil_production | oil_share_elec | oil_share_energy | other_renewable_consumption | other_renewable_electricity | other_renewable_exc_biofuel_electricity | other_renewables_cons_change_pct | other_renewables_cons_change_twh | other_renewables_elec_per_capita | other_renewables_elec_per_capita_exc_biofuel | other_renewables_energy_per_capita | other_renewables_share_elec | other_renewables_share_elec_exc_biofuel | other_renewables_share_energy | per_capita_electricity | primary_energy_consumption | renewables_cons_change_pct | renewables_cons_change_twh | renewables_consumption | renewables_elec_per_capita | renewables_electricity | renewables_energy_per_capita | renewables_share_elec | renewables_share_energy | solar_cons_change_pct | solar_cons_change_twh | solar_consumption | solar_elec_per_capita | solar_electricity | solar_energy_per_capita | solar_share_elec | solar_share_energy | wind_cons_change_pct | wind_cons_change_twh | wind_consumption | wind_elec_per_capita | wind_electricity | wind_energy_per_capita | wind_share_elec | wind_share_energy |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| French Polynesia | 2009 | PYF | 282292 | None | None | None | None | None | 0.0 | 0.0 | 0.0 | None | 413.793 | None | None | None | None | 0.0 | 0.0 | None | 0.0 | 0.0 | 0.0 | 0.0 | None | 0.58 | 2054.61 | 0.58 | None | -0.599 | -0.03 | 17486.457 | None | None | None | 1310.7 | 0.37 | None | None | 63.793 | None | None | None | None | 0.0 | 0.0 | None | None | 0.0 | 0.0 | 0.0 | 0.0 | None | 0.24 | None | None | None | 743.911 | 0.21 | None | 36.207 | None | None | None | None | 743.911 | 0.21 | None | 36.207 | None | 0.0 | 0.0 | None | None | None | 0.0 | 0.0 | None | 0.0 | None | None | None | None | 1310.7 | 0.37 | None | None | 0.0 | 0.0 | 0.0 | 63.793 | None | None | 0.0 | 0.0 | None | None | 0.0 | 0.0 | None | 0.0 | 0.0 | None | 2054.61 | 4.936 | None | None | None | 743.911 | 0.21 | None | 36.207 | None | None | None | None | 0.0 | 0.0 | None | 0.0 | None | None | None | None | 0.0 | 0.0 | None | 0.0 | None |
| Argentina | 1945 | ARG | 15474655 | 106852769792.0 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | -40.0 | -0.014 | 1.33 | 0.021 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 1.124 | 0.067 | 387.976 | 6.004 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | -5.567 | -2.245 | 2460.579 | 38.077 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None |
| Syria | 1931 | SYR | 2694373 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 0.0 | 0.0 | 0.0 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 0.0 | 0.0 | 0.0 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None |




license: mit


## owid_co2_data

Raw CO2 data from Our World in Data.



This dataset is produced and published automatically by DataMax.

## Dataset Statistics
- **Number of rows:** 50191
- **Number of columns:** 79

## Sample Data
| country | year | iso_code | population | gdp | cement_co2 | cement_co2_per_capita | co2 | co2_growth_abs | co2_growth_prct | co2_including_luc | co2_including_luc_growth_abs | co2_including_luc_growth_prct | co2_including_luc_per_capita | co2_including_luc_per_gdp | co2_including_luc_per_unit_energy | co2_per_capita | co2_per_gdp | co2_per_unit_energy | coal_co2 | coal_co2_per_capita | consumption_co2 | consumption_co2_per_capita | consumption_co2_per_gdp | cumulative_cement_co2 | cumulative_co2 | cumulative_co2_including_luc | cumulative_coal_co2 | cumulative_flaring_co2 | cumulative_gas_co2 | cumulative_luc_co2 | cumulative_oil_co2 | cumulative_other_co2 | energy_per_capita | energy_per_gdp | flaring_co2 | flaring_co2_per_capita | gas_co2 | gas_co2_per_capita | ghg_excluding_lucf_per_capita | ghg_per_capita | land_use_change_co2 | land_use_change_co2_per_capita | methane | methane_per_capita | nitrous_oxide | nitrous_oxide_per_capita | oil_co2 | oil_co2_per_capita | other_co2_per_capita | other_industry_co2 | primary_energy_consumption | share_global_cement_co2 | share_global_co2 | share_global_co2_including_luc | share_global_coal_co2 | share_global_cumulative_cement_co2 | share_global_cumulative_co2 | share_global_cumulative_co2_including_luc | share_global_cumulative_coal_co2 | share_global_cumulative_flaring_co2 | share_global_cumulative_gas_co2 | share_global_cumulative_luc_co2 | share_global_cumulative_oil_co2 | share_global_cumulative_other_co2 | share_global_flaring_co2 | share_global_gas_co2 | share_global_luc_co2 | share_global_oil_co2 | share_global_other_co2 | share_of_temperature_change_from_ghg | temperature_change_from_ch4 | temperature_change_from_co2 | temperature_change_from_ghg | temperature_change_from_n2o | total_ghg | total_ghg_excluding_lucf | trade_co2 | trade_co2_share |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Cambodia | 1957 | KHM | 5110435 | 5040441344.000 | 0.0 | 0.0 | 0.161 | 0.029 | 22.222 | 96.956 | 2.728 | 2.895 | 18.972 | 19.236 | None | 0.032 | 0.032 | None | None | None | None | None | None | 0.0 | 0.396 | 282.464 | None | None | None | 2209.379 | 0.396 | None | None | None | None | None | None | None | 0.326 | 14.817 | 96.795 | 18.941 | 15.194 | 2.973 | 1.658 | 0.324 | 0.161 | 0.032 | None | None | None | 0.000 | 0.002 | 0.625 | None | 0.000 | 0.000 | 0.038 | None | None | None | 0.470 | 0.001 | None | None | None | 1.322 | 0.006 | None | 0.213 | 0.000 | 0.001 | 0.001 | 0.000 | 75.723 | 1.668 | None | None |
| Kosovo | 2004 | None | 1822779 | None | 0.164 | 0.09 | 0.164 | 0.164 | None | None | None | None | None | None | None | 0.090 | None | None | None | None | None | None | None | 0.164 | 0.164 | None | None | 0.000 | None | None | None | None | None | None | 0.000 | 0.000 | None | None | None | None | None | None | None | None | None | None | None | None | None | None | None | 0.018 | 0.001 | None | None | 0.001 | 0.000 | None | None | 0.000 | None | None | None | None | 0.000 | None | None | None | None | 0.000 | None | 0.000 | 0.000 | None | None | None | None | None |
| India | 1965 | IND | 490140141 | 596064993280.000 | 5.398 | 0.011 | 153.702 | 14.214 | 10.190 | 477.362 | -13.045 | -2.660 | 0.974 | 0.801 | 0.771 | 0.314 | 0.258 | 0.248 | 116.456 | 0.238 | None | None | None | 64.111 | 3520.589 | 33267.090 | 3071.583 | 1.407 | 0.330 | 32439.611 | 383.158 | None | 1238.620 | 1.039 | 0.751 | 0.002 | 0.282 | 0.001 | 0.568 | 1.817 | 323.660 | 0.660 | 473.628 | 0.966 | 68.281 | 0.139 | 30.815 | 0.063 | None | None | 619.451 | 2.494 | 1.359 | 2.819 | 2.202 | 2.159 | 0.979 | 3.789 | 1.146 | 0.094 | 0.002 | 6.206 | 0.541 | None | 0.576 | 0.023 | 5.754 | 0.699 | None | 4.092 | 0.012 | 0.009 | 0.023 | 0.002 | 890.637 | 278.181 | None | None |




license: mit

