Shadyside is an historically wealthy neighborhood with interesting mix of social groups live in and around the neighborhood, including students, scholars and high net worth people living in the neighborhood. Based on the preliminary work on bicycle crashes from 2004 to 2015, the visualization work shows a concentration of bicycle crashes in and around the neighborhood. It would be an interesting area to further look into the data as the area closes to large regional employment centers, different types of bike commuting activities would generate along certain streets. The story reflected by visualized data could be used to help improve the bike commuting or leisure use infrastructure.
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