Important: Update your local environment
- Small update to course's Python environment
- A recent update for one of the packages we'll use contained a bug that impact this week's slides
- Update the environment on your laptop using these instructions on course website
- Vector data and introduction to GeoPandas
- Spatial relationships and joins
- Demo: 311 requests by neighborhood in Philadelphia
- Exercise: property assessments by neighborhood
The Python Data Science Handbook
- Chapter 2: Numpy
- Chapter 3: Pandas
- Chapter 4: matplotlib