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scottdshaffer

Scott Shaffer

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Rent is growing faster than renters' incomes
Change in median gross rent and median renter household income, 2000-2017.
2018 Housing Performance Scores
2018 Housing Performance Scores from the Metropolitan Council Source: https://metrocouncil.org/Housing/Publications-And-Resources/HOUSING-POLICY-PLANS-REPORTS/2018-Housing-Performance-Scores-(December-2018).aspx
Housing and transportation costs
Housing and transportation costs for the 100 most populous US metro areas
Housing and transportation costs by metro
Housing and transportation costs by metro
New Multifamily Development in Minneapolis
Map of multifamily housing built in Minneapolis from 2009 to 2018. Data from Minneapolis Assessor. Code available upone request.
Minneapolis-Saint Paul population density
Interactive population density map using tidycensus and leaflet packages.
Minneapolis-Saint Paul population density
Exercise using tidycensus and leaflet packages.