Div on Divvy
presents
👩💻 @ knightlab
@shortdiv
http://github.com/shortdiv/divvy-data
Chicago's bike share program
Launched in 2013
Use a bike in 30 min increments
Data Source:
City of Chicago Data Portal
06-2013 to 06-2016
⚒️🔧🔨 Tools 🔧🔨⚒️
🤔
💩 Raw Dataset 💩
✨ Clean Dataset ✨
💡 Conclusions + Graphs 💡
Clean
Analysis
Problem 🤔
_Process_
SCIENCE!!! 🔬
Stations: A case study
There are currently 581 stations!
*Millennium Park*
100545
~1 mile
~ 33 mins
19-39 y/o
Round Trip
🚲
🚴
⏲️
👩💼👨💼
🛫🛬
Quick Stats
Millennium Station
Customer-Subscriber Breakdown
Millennium Station
Customer-Subscriber Breakdown
Lake Park & 56th
(South side)
Broadway & Waveland Ave
(Wrigleyville)
Canal & Jackson Blvd
(Union Station)
Benson Ave & Church St (Evanston)
Female-Male ridership
Millennium Station
Female - Male Ridership
Lake Park & 56th
(South side)
Broadway & Waveland Ave
(Wrigleyville)
Canal & Jackson Blvd
(Union Station)
Benson Ave & Church St (Evanston)
Distance travelled vs age
Millennium Station
Distance travelled vs gender
Millennium Station
Daily Usage of divvy
Millennium Station
Daily Usage of divvy
Millennium Station
Weekly Usage of divvy
Millennium Station
Ridership vs weather
Data Source: Air Temperature from NOAA
+
Ridership vs weather
Millennium Station
vs Lake Park (South Side)
Ridership vs weather
Millennium Station
vs Broadway & Waveland (Wrigleyville)
Ridership vs weather
Millennium Station
vs Canal & Jackson Blvd (Union Station)
Ridership vs Precipitation
Millennium Station
Data Source: Air Temperature from NOAA
Thank you!
Shout out to ChiPy + my mentor
Parfait Gasana