Divvy

Download Data

• Historical trip data available to the public
• The Data
  • Each trip is anonymized and includes :
    • Trip start day and time
    • Trip end day and time
    • Trip start station
    • Trip end station
    • Rider type (Member, Single Ride, Explore Pass)
    • If a Member trip, it will also include Member's gender and year of birth

Divvy_EDA

• Exploratory Data Analysis of Divvy data
  • Histogram
  • Density plot

Divvy_heatmap_calendarheatmap

• Display heatmap of start station in the years 2014-2017

• Display calendar heatmap of the years 2014-2017

Divvy_popular_destinations

• Mark popular destinations on the map
• Draw circle plot using ChordDiagram
• Analyze characteristics of users at midnight to dawn
• Merge weather.csv data to see the relationship between weather and the number of rides