NYC-citibike
1
Introduction
2
Data sources
3
Data transformation
4
Missing values
4.1
Missing values by Column and Row
4.2
Missing pattern by Year and Month
4.3
Dealing with missing values
5
Results
5.1
The Membership analysis (Age, Gender, Annual memberships or Subscriber)
5.2
Time Series on Bike Usage (2018 -2020)
5.3
Weekday/Weekend Usage
5.4
Temerature affects on the Bike usage
5.5
Bike Users’ route pattern(How people use it as the commute tool)
5.6
Top Popular stations by year
6
Interactive component
7
Conclusion
Published with bookdown
NYC-Citibike
Chapter 6
Interactive component
Total Bike Trips 2018-2020
Total Bike Trips by Year
Click year to run
2018
2019
2020
Number of Trips during Weekdays (in thousands)
Number of Trips during Weekends (in thousands)
Bike station trips
Click 2019 data or 2020 data to show top 10 busiest stations
2019 data
2020 data
Total trips in thousand