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Data can be sourced from vector data (CSV, shapefile, KML, GeoJSON), raster (GeoTiff), as well as large data sources like OpenStreetMap, PostgreSQL/PostGIS and SQLite.
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TileMill is typically used in conjunction with a desktop GIS (like QGIS) for preparing data, and a graphics editor (like GIMP) for creating icons, patterns and textures.