datacamp lessons learned
I find having the file and building a jupyter notebook while following the lessons reinforces the learning and creates opportunities to experiment with coding
weather.csv : Analyzing Police Activity with Pandas - chapter 4
police_20k.csv : Analyzing Police Activity with Pandas - chapter 1 (20k records)
Ch4_APA_Pandas.ipynb : a subset of code including snippet to handle mapping that solves for pandas 0.25.1, where chapter guidance does not work