Economic Signal Lab

Forecast GDP per capita with a cleaner, smarter interface.

Use a trained linear regression model to explore country-level GDP per capita estimates from historical World Bank data.

Coverage 1960 - 2025

Historical year range available in the dataset.

Model Linear Regression

Fast estimate based on country encoding and year trend.

Dataset Current US$

Predictions reflect GDP per capita measured in US dollars.

Prediction Input

Run a new estimate

Select a country and year to generate a prediction.

Use a year between 1960 and 2025.