Allegheny House Price App

This R + Shiny app uses a regression model to estimate the sale price of houses (parcels) in Allegheny County, PA.

You can view the app here

Process

1. Read in raw assessment data from WPRDC
   • clean_assessments.R
2. Create crosswalk of geographic IDs
   • merge_school_districts_wards.R
3. Clean parcel geometry
   • clean_parcel_geo.R
4. Join assessments with geo_id crosswalk
   • geocode_parcels.R
5. EDA
   • eda/assessment_eda.Rmd
6. Compare model performance
   • compare_model_performance.R
7. Compare model timing
   • model_timing.R
8. Choose final model
   • choose_model.R
9. Fit model and predict results
10. Review model results
11. Shiny App