Final Project

Team Member(s):

• Lam Tran

Task(s) picked:

• Task 2: For those trips that could not be served, do they follow a spatial or temporal pattern? For example, are most of those trips originated in particular regions, and of certain times?

Link to visualization:

• Source Code

Reproduce

1. Extract data from request.csvand store as object with hour and request_count

   1. requested : {"hour": ... , "request_count": ...} - Number of request per hour from the data set.
   2. unserved : {"hour": ... , "unserve_count": ...} - Number of unserve request per hour from the data set.
   3. countByHour - An array of servered, unserved, served ratio
   4. rateByHour - Trip requested but unable to serve

2. Construct a bar plot

3. Plot "fail to serve" points to Manhattan map

Conclusion

1. The serve rate is at highest at "very early" in the morning (1-6am) and lowest in the afternoon (7pm-11:59pm):
   • 
2. The serving rate decreased significantly after(5pm) may because of the increasing of traffic at that time:
   • 
3. The area with lowest serving rate is 34th street which always have the highest number of unserved trip:
   •