README.md

Leveraging Python for Spatial Data Science

Workshop on Leveraging Python for Spatial Data Science @ CARTO Spatial Data Science Bootcamp 2023, Washington D.C

Source: Carto

Instructor

• Dr. Taylor Oshan - center for geospatial information science @ umd

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Schedule

1. Presentation - Leveraging Python for Spatial Data Science
2. Workshop
   • Geographical vs Projected Coordinate Systems
   • POIs in D.C
   • Hotspot Analysis
   • Walkshed of Metro Stations in D.C
   • NDVI of Walksheds in D.C
   • Practical Application of Folium
   • Spatial Weights
   • Exercises

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Follow along on Google Colab or binder (recommended)

Colab

Binder

Follow along on your own machine

This might take some time setting up.

• make sure you have anaconda installed
  • we recommend the miniforge distribution
• git clone https://github.com/GEOSMASH/carto-sdsc-bootcamp-2023-DC
• cd carto-sdsc-bootcamp-2023-DC
• conda env create -f environment.yml
• conda activate sdsc23
• jupyter lab