hmnguy01_finalproject_citibike
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There were more than 100,000 frequent connections between 344 bike stations in 2014. I visualized only top 1% most frequent connections (stations have more than 677 connections), including 247 bike stations and 1100 bike connec-tions. Most riding activities were happened within speci�ic neighborhoods: Chel-sea and Clinton, Greenwich Village and Soho, Lower East Side(Manhattan), and Northwest Brooklyn.
Cycling activities in the morning are near trains and bus stations. When people commute from their home to transit, they use citi bikes for their �irst mile/ last mile transportation. In the afternoon, cycling activities spread out to attractions in Downtown Manhattan. Cycling activities in the evening and night concentrate on lower east side of Manhattan, a safe popular neighborhood for late night desti-nation.
Morning Afternoon
Evening Night
NEW YORK CITI BIKE PROGRAM 2014 Citi Bike is the largest public bike sharing program in the U.S, providing bicyles for shared use to individuals on a very short term basis. Since a majority of all trips (54%) made in New York city are less than two miles, bike share gives New Yorkers a cheap, easy, ef�icient option to get around the city. It’s also a green transportation that helps reducing emis-sions, road wear, collisions, road and transit congestion, and improving public health.
DataSince its �irst public in May 2013, the program has collected a lot of information regarding to the people who use the bikes, the time and date when they ride, the location where they go and how far they they have been going. In order to visualize these information, I has collected and processed 1GB cycling data for the whole year 2014, including 8,081,216 cycling activities of more than 6,000 bicycles arross 344 bike stations around various neighborhoods in Manhattan and Brooklyn.
AudienceResearchers can see from this visualization riders’ demographics and behavior when they use the bikes. Policymakers, engineers and developers can determine the effectiveness of the program in order to plan infra-structure to engage more users and improve rider experience.
Visualization Process People who ride
3,343,494
1,080,502
1,971,926
502,287320,249
67,4850e+00
1e+06
2e+06
3e+06
Young Middle Old
Age Range
Cycling Activity
Gender
Male
Female
Time when they ride
Location where they go
Bike station network
Neighborhood network
Top 10 Pickup | Dropoff bike locationPick Up Station Drop off Station
8 Ave & W 31 St
Lafayette St & E 8 St
E 17 St & Broadway
W 21 St & 6 AveBroadway & E 14 St
West St & Chambers StBroadway & E 22 StCleveland Pl & Spring StUniversity Pl & E 14 St8 Ave & W 33 St
E 17 St & Broadway
Lafayette St & E 8 St
8 Ave & W 31 St
W 21 St & 6 AveBroadway & E 14 StUniversity Pl & E 14 StWest St & Chambers StBroadway & E 22 St
Cleveland Pl & Spring StGreenwich Ave & 8 Ave
Jan Feb Mar Apr
May Jun Jul Aug
Sep Oct Nov Dec
1
2
3
4
5
1
2
3
4
5
1
2
3
4
5
Mon Tues WedsThurs Fri Sat Sun Mon Tues Weds Thurs Fri Sat Sun Mon Tues Weds Thurs Fri Sat Sun Mon Tues WedsThurs Fri Sat Sun
10000
20000
30000
Daily Cycling
CALENDAR HEAT MAP IN 2014
DAILY CYCLING ACTIVITIES IN AUGUST 2014
0e+00
2e+05
4e+05
6e+05
8e+05
0 5 10 15 20
Start time
Cycling Activity
Prime time: 8-9 am 4-6 pm
People enjoy cycling in beautiful weather
Young and male prefer bikes Men use bikes more than women
People use bikes to go to workin the morning and come back home in the afternoon
1000
2000
Cycling Activity Density
Question- Demographics and cycling habit of users who use the Citi Bike program ? - Cycling activities during days, months and years? - Where did riders pick up and drop off their bikes ?
There are more cycling activities in speci�ic months, from May to September. These months are the best time of the year, with bright sun and comfortable temperature, allowing riders to enjoy various outdoor activities in the city. Winter season from December to February, with snow, storms and low temperatures, is the worst time for riding. During this time, people prefer use other transportations (trains, bus, cars,..) for their commute.
Morning : 5am - 12pmAfternoon: 12- 19pmEvening: 19pm -12 amNight : 12am - 5am
Source: New York City Bike System Data 2014 By: Ha Nguyen | IST 719 Information Visualization | Spring 2015
Young: Under 40Middle: 40-60 Old: Above 60
Lower ManhattanGramercy Park and Murray HillUpper West SideNorthwest BrooklynChelsea and ClintonGreenwich Village and SohoLower East SideGreenpointCentral BrooklynJersey City