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---
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
'
name: owid
resources:
- format: parquet
path: data/owid_co2_data.parquet
- format: parquet
path: data/owid_energy_data.parquet
- format: parquet
path: data/owid_indicators.parquet
|