Then I started to zoom into these three days to find out the distribution of trips of each day. I used the grouped data and explored the movement of each bike in these three days.
https://carnegiemellon.carto.com/u/yidan-g/builder/9f4bb5bf-320c-4b63-8674-9ac5b4e73b8b/embed
07/19/2015 Few trips with rainy, windy and hot weather
There was a strong connection between Oakland and Shadyside, and still active trips in Downtown.
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