MagmaPandas is a Pandas based tool set for geochemical calculations and modelling. It makes working with geochemical data easier by extending the Pandas DataFrame with methods for common calculations, including those for:

• mole and cation conversion,
• mineral composition by stoichiometry,
• melt thermometry,
• melt Fe speciation,
• oxygen fugacity,
• melt volatile (CO₂-H₂O) saturation pressure
• mineral-melt element partition coefficients,

MagmaPandas can be combined with MagmaPEC for post-entrapment crystallisation correction of olivine hosted melt inclusions.

Code documentation is currently being worked on at magmapandas.readthedocs.io

If have used MagmaPandas in your research, please reference this paper published in Journal of Petrology. To ensure reproducibility, please also mention the release version of MagmaPandas and reference the specific models you used (see documentation).

MagmaPandas versions 2.0.0 and above can be installed with pip by running:

pip install magmapandas

in a terminal. If you want to install from a specific git branch or release, use:

pip install git+https://github.com/TDGerve/MagmaPandas.git@tag

where tag should be repleaced by the release tag or branch name (e.g. v1.0.0 or development)