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Global energy transition signals (clean-electricity momentum, decarbonization rates, anomalies)

Value-added energy-transition signals derived from the free Our World in Data energy dataset (Energy Institute Statistical Review of World Energy, CC-BY-4.0): annual low-carbon and fossil-fuel electricity shares plus electricity carbon intensity for every country with an ISO code, 2000 -> latest year. Each row carries 5-year transition momentum, the annualized decarbonization rate, 3-sigma anomaly flags vs a trailing-10y baseline, and a per-year cross-country transition rank. All computation is local pandas/numpy; no paid models or APIs.

Source: Global Energy Transition Signals (derived)16,083 rowsUpdated: 9/22/2026License: CC-BY-4.0
energydecarbonizationrenewableselectricityco2momentumanomaly-detectionsignalsowid

Quality

98.2

Attribution

Our World in Data / Energy Institute Statistical Review of World Energy; derived signals by Frontier Data Hub

Schema

ColumnTypeDescription
datestringReference year of the observation, as the first day of the year (YYYY-01-01).
countrystring
country_codestring
series_idstringTransition series identifier: LOW_CARBON_SHARE_ELEC, FOSSIL_SHARE_ELEC or CARBON_INTENSITY_ELEC.
series_labelstringHuman-readable series label naming the indicator and its source (Our World in Data / Energy Institute).
valuefloatIndicator value as published in Our World in Data's energy dataset: low-carbon and fossil-fuel shares of electricity in percent of electricity; carbon intensity in grams of CO2 per kilowatt-hour of electricity. See ourworldindata.org/energy for methodology.
transition_momentum_5yfloat
decarb_rate_5yfloat
anomaly_flaginteger
rankinteger

Sample rows

datecountrycountry_codeseries_idseries_labelvaluetransition_momentum_5ydecarb_rate_5yanomaly_flagrank
2000-01-01ArubaABWCARBON_INTENSITY_ELECCarbon intensity of electricity (Our World in Data / Energy Institute)653.850
2000-01-01AfghanistanAFGCARBON_INTENSITY_ELECCarbon intensity of electricity (Our World in Data / Energy Institute)2500
2000-01-01AngolaAGOCARBON_INTENSITY_ELECCarbon intensity of electricity (Our World in Data / Energy Institute)256.940
2000-01-01AlbaniaALBCARBON_INTENSITY_ELECCarbon intensity of electricity (Our World in Data / Energy Institute)48.630
2000-01-01United Arab EmiratesARECARBON_INTENSITY_ELECCarbon intensity of electricity (Our World in Data / Energy Institute)676.770

Download sample data

Download the full sample snapshot for this dataset (sample rows, not the complete dataset).

Use with an LLM

Point any LLM at the metadata endpoint — the documentation above is machine-readable too (JSON-LD + Croissant).

cURL

curl "https://datazimuts.com/v1/datasets/energy_transition_signals/global_energy_transition_signals" | jq '{title, rows, columns_count, license}'

Python

import requests

ds = requests.get("https://datazimuts.com/v1/datasets/energy_transition_signals/global_energy_transition_signals").json()
print(ds["title"], ds["rows"], "rows")

# Sample rows for an LLM context window
for row in ds.get("sample_rows", [])[:5]:
    print(row)

API endpoint: https://datazimuts.com/v1/datasets/energy_transition_signals/global_energy_transition_signals

Tip: fetch /llms.txt for the full machine-readable catalog.