Energy use per capita vs co2 emissions per capita

The dataset provides long-term historical statistics for countries worldwide, combining environmental and demographic indicators. It includes carbon dioxide emissions per capita excluding emissions from land-use change and forestry (LULUCF), energy consumption per capita measured in kilograms of oil equivalent, and total population estimates. Each record corresponds to a specific country and year, enabling analysis of relationships between energy consumption, population growth, and carbon emissions.

Data Quality

The dataset contains consistent yearly records for most countries. Numeric fields such as emissions, energy use, and population are formatted as floating-point values. Some rows have missing values for region classification or country codes, especially for aggregated or historical entities.

Use Cases

Climate policy research, environmental impact analysis, energy consumption trend modeling, sustainability studies, population-energy-emissions correlation analysis, and machine learning forecasting of emissions.

Limitations

The dataset excludes land-use change and forestry emissions from the CO2 emissions metric. Some countries may have incomplete historical coverage. Regional classifications may contain missing values for certain records.

Methodology

The dataset was compiled by integrating national emissions inventories, international energy statistics, and demographic data sources. Emissions are measured per capita to normalize differences in country population size, while energy consumption is standardized in kilograms of oil equivalent.