docker pull popdatabf/lite:latest docker run -p 8080:8080 popdatabf/lite Once running, navigate to localhost:8080 for a full-featured, free dashboard. If you want to begin using popdatabf free today, follow this practical guide:
Using a tool like curl or Postman, test the API: popdatabf free
Are you building a mobile app that needs population density? Or are you writing a research paper requiring age distribution charts? Knowing this helps you choose the right free method (API vs. Lite self-hosted). Knowing this helps you choose the right free method (API vs
"API key invalid" error. Solution: Regenerate your key in the dashboard. Ensure no extra spaces are in your environment variables. Solution: Regenerate your key in the dashboard
For unlimited free queries without API limits, head to the PopDataBF GitHub page, download the Lite binary for your OS (Windows, macOS, Linux), and install it. PopDataBF Free vs. Paid: Feature Comparison To make an informed decision, here is a clear breakdown: