Download - Hubway Half a Million Trip Data
Registered user age between 17 and 80
HUBWAY TRIP DATAHubway Data Visualization Challenge 2012
FemaleMale
95 stations
552,073 trips in 431 days
30,546,812 station status updates
25% of registered users are Female
Average Trip Duration 28 minutes
20000
40000
60000
80000
100000
120000
17 24 31 38 45 52 59 66 73 80User Age
Num
ber o
f Use
r
64% trips by registered users
Registered Casual
Saturday
Friday
Thursday
Wednesday
Tuesday
Monday
Sunday 37
30
22
21
19
37
42
Average Trip Duration by Day, in Minutes
0
5
10
15
20
25
30
35
40
11pm10pm9pm8pm7pm6pm5pm4pm3pm2pm1pm12pm11am10am9am8am7am6am5am4am3am2am1am12am
Time of the Day
Use
r Ave
rage
Age
Average User Age by Trip Starting Time
Average night owls are below 30 years old
Hubway Users in the U.S.
350,762
0
Average age: 36
Where do the users come from?
Hubway Users in Massachusetts
01001,00010,00053,470
Cumulative Trips based on Zip Codes
Bicycles Are
Everywhere
Users are from everywhere,and centralized around
Boston
02134
0221802114
02113
02115
0211602215Top preferred places to live
0
1000
2000
3000
Aug.
Sep.
Oct. Nov.
Dec.
0
1000
2000
3000
Num
ber o
f Trip
s
Date
0
1000
2000
3000
2011
Jan.
2012 Feb
.Mar. Apr. May
Jun.
2012 Ju
l.Aug
.Sep
.Oct.
Day TripsNight Trips
Overall Trip Count per Day BasisJuly 28, 2011 -- October 1, 2012
1st
2011 2012
Spring Summer Fall Winter
Day Night
Day trips are always more popular
Especially in the SummerBusiness has grown a lot in 2012
Station Trip Count per Day BasisJuly 28, 2011 -- October 1, 2012
Top 3 Most Popular Stations
12 3
South StationTD Garden Boston Public
Library
Top 3 Stations by Number of Trips
have huge potentialsamong the newly established stations
Harvard Square @ Mass AveMIT Mass Ave
In addition,
+
Cumulative Trips based on Zip Codes
UMass Boston JFK / UMASSoverall receive the fewest customers.
&
However, they are both new. Give them more time to catch up.
New Balance - 38 Guest St. stationA real bad performer is the
1148 trips in 429 days =
Well below the average of 20 trips/day per station
Less than 3 trips/day
Station Location versus Median Household Income
Top and bottom performed stations areNOT correlated withmedian household income.
Beibei Yang 2012 [email protected] on the Hubway Trip history Data. Made for the Hubway Data Visualization Challenge.
