Our data science toolset is built on top of the open source Scientific Python ecosystem. We make extensive use of open source frameworks such as the Xarray package for working with multi-dimensional arrays, and the Dask package for parallel computing. We also rely on a number of other open source packages for data analysis and visualization.
We maintain a few core projects that help tie together CarbonPlan's data science work.
carbonplan-python: A lightweight namespace package for Python utilities and subprojectscarbonplan-data: Cross-org data catalogs and utilitiescarbonplan-styles: Plotting styles for Altair and MatplotlibAll of these projects can be installed from PyPI:
python -m pip install "carbonplan[data,styles]"