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California Housing Prices (1990)

R Shiny App

Fall 2022
Advanced Geovisulization

Course by Professor Derek Van Berkel
School of Environment and Sustainability, University of Michigan



Increasing housing prices in the United States and especially in  California is an ongoing socio-economic issue in the country. California's housing prices have remained the highest than the rest of the country since the 1970s. This shiny app displays the median housing prices in California for the year 1990. Although, the data is not recent, it provides several insights into what might affect housing prices in the sate. The data set is taken from Kaggle, an opensource data science platform. The data highlights important factors influencing housing prices like the distance from coast and the distance from other important cities in the state. The scatterplot map on the right shows a block of household within the same coordinates having a certain median house price.



︎ Link to Shiny App
︎ Link to code on GitHub



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