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Global carbon accountability signals (per-capita, intensity, historical responsibility)

Value-added carbon-accountability signals from free Our World in Data CO2 data: per-capita emissions, carbon intensity of GDP, global and cumulative emission shares with decarbonization trends, peaked-emissions flags, anomaly flags and cross-country ranks across ~200 countries. All computation is local pandas/numpy; no paid models or APIs.

Source: Global Carbon Accountability Signals (derived)84,436 rowsUpdated: 9/22/2026License: CC-BY-4.0
co2emissionscarbonclimatedecarbonizationowidaccountabilitysignals

Quality

99.7

Attribution

Our World in Data (https://ourworldindata.org); derived signals by Frontier Data Hub

Schema

ColumnTypeDescription
datestringReference year of the observation (first day of the year), as published in the Our World in Data CO2 dataset.
countrystring
country_codestring
series_idstringDerived series identifier: CO2_PER_CAPITA (territorial CO2 per person), CO2_PER_GDP (CO2 intensity of GDP), SHARE_GLOBAL_CO2 (share of global annual CO2), or SHARE_CUMULATIVE_CO2 (share of cumulative CO2 since 1750).
series_labelstringHuman-readable series label from the Our World in Data CO2 dataset documentation, naming the emissions indicator and its unit.
valuefloatIndicator value as published by Our World in Data: territorial CO2 per capita in tonnes; CO2 intensity in kg per 2017 international-$ of GDP; global and cumulative emission shares in percent.
trend_10yfloat
peaked_flaginteger
anomaly_flaginteger
rankfloat

Sample rows

datecountrycountry_codeseries_idseries_labelvaluetrend_10ypeaked_flaganomaly_flagrank
1750-01-01AustraliaAUSCO2_PER_CAPITATerritorial CO2 emissions per capita (tonnes per person, Our World in Data)0002
1750-01-01United KingdomGBRCO2_PER_CAPITATerritorial CO2 emissions per capita (tonnes per person, Our World in Data)1.002001
1750-01-01NorwayNORCO2_PER_CAPITATerritorial CO2 emissions per capita (tonnes per person, Our World in Data)0002
1750-01-01New ZealandNZLCO2_PER_CAPITATerritorial CO2 emissions per capita (tonnes per person, Our World in Data)0002
1750-01-01TaiwanTWNCO2_PER_CAPITATerritorial CO2 emissions per capita (tonnes per person, Our World in Data)0002

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/carbon_accountability_signals/global_carbon_accountability_signals" | jq '{title, rows, columns_count, license}'

Python

import requests

ds = requests.get("https://datazimuts.com/v1/datasets/carbon_accountability_signals/global_carbon_accountability_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/carbon_accountability_signals/global_carbon_accountability_signals

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