The research reflects the event promoted the cycling culture and Healthy bike rides during the events by generate more trips and increased the duration of the trips. The check ins and outs had certain concentrations at a few stations in commercial districts. The data wasn't enough to reveal other patterns, regarding the the relationships between residential and commercial districts' stations.
It would be nice to compare the trips generated during the weekend with the trips generated during events dates, and see how these type of pedestrian friendly events is promoting the healthy ride activities. Also, it would be better to add directional visualization to the map to show the trips from which part of city to the other locations, and how time change reflects the trip directions.
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