Some notebooks I have created as I have been learning how to do various things in Python. Some need additional datasets which are referenced as links in the notebook. These are work in progress as I learn more and add more to this repo.
Need to add some sort of requirements.txt file. The required libraries can be found from the imports in the notebooks.
This includes notebooks for generating regular geometries (hexgrids and square grids) and transforming quantities from one geometry to another:
- HexGrid.ipynb
- RegularGridShapefiles.ipynb
- UniformPopulationEstimates.ipynb
Some notes that I've made to remind me how to do things that I regularly use like groupby operations and working with time variables:
- pandas_notes.ipynb
- time_in_pandas.ipynb
From my blog post on Introduction to Webscraping
- Intro_to_webscraping_010121.ipynb
Worked examples of things like positive predictive values, linear regression, stats tests:
- diagnostic_tests.ipynb
- essential_medical_stats_ch12.ipynb
- linear_regression_basics.ipynb
- ppv.ipynb
- stats_tests.ipynb