Fairfax County Accessible Housing Problem 2 Team House Guides - - PowerPoint PPT Presentation

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Fairfax County Accessible Housing Problem 2 Team House Guides - - PowerPoint PPT Presentation

Fairfax County Accessible Housing Problem 2 Team House Guides Current Situation and Pain point How can we harness data to help connect residents in ways that are faster, efficient, and accurate to foster better matches and success? Current


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Fairfax County Accessible Housing

Problem 2 – Team House Guides

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Current Situation and Pain point

Current Issues

  • Insufficient information on where

individuals reside that might be open to home sharing

  • Disparate data makes analysis difficult
  • No robust analytical methods to take

existing data and ask questions of it Benefits of Solving the Problem

  • Older populations can reside in their

homes longer while providing more affordable housing for younger people

  • Allows residents to connect with

each other for better housing options How can we harness data to help connect residents in ways that are faster, efficient, and accurate to foster better matches and success?

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High Level Approach

https://houseguides.shinyapps.io/HouseGuide/

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Resulting Application

Home Sharing Recommendation Engine

  • Recommends affordable home sharing
  • ptions for those searching for this

arrangement

  • Uses multiple sources of data to identify

the neighborhoods/areas that match needed criteria

  • RShiny app deployed to visualize results

and explore areas of interest Technology Used

  • QGIS – for initial exploration and analysis of

GIS data

  • R – our analytics engine
  • RShiny – for communicating and

distributing our analysis