Mark Litwintschik • 12/8/2025

Millions of Locations for Thousands of Brands

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This technical article examines the 'All The Places' project, which uses Python spiders and scrapers to collect location data from thousands of brands. It details the author's high-performance workstation setup (AMD Ryzen, Ubuntu, DuckDB), the steps to install prerequisites and download a 1.4 GB dataset of GeoJSON files, and the tools used for analysis, including DuckDB with extensions and QGIS for mapping.

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#Python #github #data analysis
Millions of Locations for Thousands of Brands

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