A couple links to Jupyter Notebooks I'll be going over tonight, with my Python students. The focus is data science however I'm a big believer in showcasing the pandas ecosystem from the beginning. I'll mostly be in Show & Tell mode, but then take excerpts, such as my Galton Board bell curvy Pascal's Triangle thing, and bring it up in Spyder for deeper analysis. [1] https://github.com/4dsolutions/Python5/blob/master/PYT_DS_SAISOFT_MPL_01.ipy... https://github.com/4dsolutions/Python5/blob/master/PYT_DS_SAISOFT_MPL_02.ipy... The second one is especially focused on geospatial displays, prototypical of what high schools tackle. Kirby [1] https://github.com/4dsolutions/Python5/blob/master/STEM%20Mathematics.ipynb (scroll down for Pascal's Triangle)