A list of awesome geodata and related Python packages (loosely) sorted by function. The main inspiration to start this list was the GeoPython conference in May 2017, where many of these projects were presented.
- scipy is an ecosystem of open-source software for mathematics, science, and engineering
- numpy is a library for scientific computing
- pandas is a library providing high-performance, easy-to-use data structures and data analysis tools (Example notebook)
- geopandas extends the datatypes used by pandas to allow spatial operations on geometric types
- [meza]
- pyRT is a raytracer/image generator.
- PixieDust
- ArcGIS
- matplotlib is a 2D plotting library
- bokeh
- bokeh maps
- mapbox
- Conda for package, dependency and environment management
- Dask is a flexible parallel computing library for analytic computing
- PyToolz is a set of utility functions for iterators, functions, and dictionaries
- Numba is a compiler for Python code
- xarray aims to bring the labeled data power of pandas to the physical sciences, by providing N-dimensional variants of the core pandas data structures