Hereby we are analysing the bike sharing data of Citi Bike in NYC (data of August 2019).
1 chart in the module
This image shows where people would likely to use a shared bike.
2 charts in the challenge
- The busy time for shared-bike's utility, by hourly per weekday, shows a circle in the heatmap. Which means in the weekdays, people use bikes to go to/ off from work; in weekends, people take bikes for casual activaties, mostly happens in the afternoon.
- If devided by gender, male and female use bikes in the busi circle. However, gender-undefined people would like to use bike more in the weekends.
When to do the maintanance - 1 chart from the module
1 chart from the challenge
- More male are likely to subscribe, and more gender-undefined people are taking a unsubscribed ride.
2 charts from the challenge
- most people drive for 5 minutes as an average
That make sense, because this situations is a standard Biosson distribution.