hmnguy01_finalproject_citibike

1
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. Data Since 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. Audience Researchers 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 1,971,926 502,287 320,249 67,485 0e+00 1e+06 2e+06 3e+06 Y oung 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 location Pick Up Station Drop off Station 8 A ve & W 31 St Lafayette St & E 8 St E 17 St & Broadway W 21 St & 6 A ve Broadwa y & E 14 St West St & Chambers St Broadwa y & E 22 St Cleveland Pl & Spring St University Pl & E 14 St 8 A ve & W 33 St E 17 St & Broadway Lafayette St & E 8 St 8 A ve & W 31 St W 21 St & 6 A ve Broadwa y & E 14 St University Pl & E 14 St West St & Chambers St Broadwa y & E 22 St Cleveland Pl & Spring St Greenwich A ve & 8 A ve Jan Feb Mar Apr May Jun Jul A ug 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 work in 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 - 12pm Afternoon: 12- 19pm Evening: 19pm -12 am Night : 12am - 5am Source: New York City Bike System Data 2014 By: Ha Nguyen | IST 719 Information Visualization | Spring 2015 Young: Under 40 Middle: 40-60 Old: Above 60 Lower Manhattan Gramercy P ark and Murray Hill Upper West Side Northwest Brooklyn Chelsea and Clinton Greenwich Village and Soho Lower East Side Greenpoint Central Brooklyn Jersey City

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Page 1: hmnguy01_finalProject_citiBike

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