The topics of our second bootcamp week for learning pandas were:
- data import
- filtering
- aggregation
- string filtering including regexps
- range and set filtering
- grouping
- joins/merges
- plotting
and two more general topics:
- functions
- error handling and debugging techniques
For this, we were primarily using Google Colab and Anaconda/Jupyter Lab. I collected my Colab Jupyter notebooks here.
The most fun ones were:
- advanced transformations
- plotting
- functions including a graph of statistics of coin-tossing
- cleaning and analyzing a database of metal bands
- debugging