TESS VU

MARK DENG

HOT CITY, HEATED CALLS: UNDERSTANDING EXTREME HEAT USING NYC'S 311 AND SHAP

  • INTRODUCTION
  • DATA & METHODS
  • RESULTS
  • CODE ▸
    • 1a. Weather Stations
    • 1b. Heat Classification
    • 2. 311 Processing
    • 3. Census ACS
    • 4. Additional Features
    • 5. NLCD Rasters
    • 6. Data Merging
    • 7. EDA
    • 8. OLS & ML + SHAP
  • DISCUSSION
  • REFERENCES
  • ABOUT
MUSA 5500—Geospatial Data Science
Urban Spatial Analytics
University of Pennsylvania