Tutorials

Jupyter notebooks

All tutorials are available as Jupyter notebooks on binder where you can explore the examples interactively:

  • Quick start — Basic capabilities: accessing elements, properties, and isotopes.

  • Bulk data access — Fetch full tables as pandas DataFrames; filter, sort, and analyze across all elements.

  • Electronic Configuration — Work with electronic configurations, manipulate subshells, and derive spectroscopic terms.

  • Working with Units — Access properties with units, convert between unit systems, and do unit-aware calculations.

  • Ions — Create ionic species, access charge-dependent radii and properties.

  • Visualizations — Create periodic tables colored by element properties using bokeh, plotly, and seaborn.

  • Advanced visualizations — Lower-level plotting functions for custom visualizations beyond the default periodic table.