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Cyclistic 13-Month Trip Data
Data Science and Analytics
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About
Ride-sharing patterns and urban mobility trends are captured in this extensive collection of bicycle trip records. Spanning thirteen months, the data details user behaviours, ride durations, and geographical movements within the network managed by Motivate International Inc. It distinguishes between casual riders and annual members, offering critical insights for business strategy and transportation planning.
Columns
ride_id: The unique identifier assigned to each individual trip.rideable_type: The category of bicycle used, such as classic_bike or electric_bike.started_at: The timestamp recording when the journey began.ended_at: The timestamp recording when the journey concluded.start_station_name: The name of the docking station where the trip originated.start_station_id: The unique ID associated with the starting station.end_station_name: The name of the docking station where the trip terminated.end_station_id: The unique ID associated with the ending station.start_lat: The latitude coordinate of the starting location.start_lng: The longitude coordinate of the starting location.end_lat: The latitude coordinate of the ending location.end_lng: The longitude coordinate of the ending location.member_casual: Indicates the user type, classifying riders as 'member' (annual subscribers) or 'casual' (single-ride or day-pass users).
Distribution
The dataset is provided in CSV format and contains approximately 128,000 valid records. The file size is roughly 23.97 MB, capturing a thirteen-month observation window.
Usage
This data is essential for identifying high-traffic routes, analysing seasonal trends in ridership, and understanding the behavioural differences between subscriber types. It is suitable for creating interactive dashboards, conducting geospatial analysis of fleet distribution, and developing marketing strategies to convert casual users into long-term members.
Coverage
- Geographic Scope: The data focuses on urban areas serviced by the Divvy system (typically Chicago), with coordinates centered around latitude 41.9 and longitude -87.6.
- Time Range: The records span from 1 May 2021 to 1 June 2022.
- Demographic/User Scope: Includes data for both casual riders (44%) and annual members (56%).
License
CC0: Public Domain
Who Can Use It
- Data Analysts: For practising data cleaning and visualisation techniques using real-world messy data.
- Transportation Planners: To study micromobility usage patterns and infrastructure needs.
- Business Strategists: To evaluate membership conversion opportunities and fleet utilisation.
Dataset Name Suggestions
- Cyclistic 13-Month Trip Data
- Urban Bike Share Mobility Trends
- Motivate International Ride History
- Divvy Bicycle Usage Metrics
Attributes
Original Data Source: Cyclistic 13-Month Trip Data
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