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energy$3 one-off · included on Proenergypanelmultivariateresearchelectricity

Global energy indicators — complete panel (130 variables)

The full energy panel: 130 variables per country-year covering consumption, electricity generation, generation shares, per-capita measures, change rates, carbon intensity and energy per unit of GDP, alongside population and GDP. A research-grade file for multivariate modelling, feature selection and dashboard building.

Rows
23,377
Columns
130
File size
8.80 MB
Source
Our World in Data energy dataset (Energy Institute, Ember, EIA)

Preview

First 3 rows, exactly as they appear in the file.

countryyeariso_codepopulationgdpbiofuel_cons_change_pctbiofuel_cons_change_twhbiofuel_cons_per_capitabiofuel_consumptionbiofuel_elec_per_capitabiofuel_electricitybiofuel_share_elecbiofuel_share_energycarbon_intensity_eleccoal_cons_change_pctcoal_cons_change_twhcoal_cons_per_capitacoal_consumptioncoal_elec_per_capitacoal_electricity… and 110 further energy indicator columns
ASEAN (Ember)2000
ASEAN (Ember)2001
ASEAN (Ember)2002

Schema

130 columns and 23,377 rows, with the detected type and missing-value count for each column.

ColumnTypeMissing values
countrytext0
yeartext0
iso_codetext0
populationtext0
gdptext0
biofuel_cons_change_pcttext0
biofuel_cons_change_twhtext0
biofuel_cons_per_capitatext0
biofuel_consumptiontext0
biofuel_elec_per_capitatext0
biofuel_electricitytext0
biofuel_share_electext0
biofuel_share_energytext0
carbon_intensity_electext0
coal_cons_change_pcttext0
coal_cons_change_twhtext0
coal_cons_per_capitatext0
coal_consumptiontext0
coal_elec_per_capitatext0
coal_electricitytext0
… and 110 further energy indicator columnstext0

Source & licence

Source
Our World in Data energy dataset (Energy Institute, Ember, EIA)
Licence
CC BY 4.0
Extracted
10/8/2026, 12:03:49 AM
Detected format
text/csv

Version 1: Initial import from the official open-data release.

Original source: github.com · CC BY 4.0