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verify-tag Cyclistic Bike-Share Case Study

educationtransportationcyclingexploratory data analysisdata visualization

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已售 0
140.24MB

数据标识:D17194130219404429

发布时间:2024/06/26

数据描述

##Introduction:

The Cyclistic Bike-Share Case Study dataset presents a consolidated and cleaned table, providing a comprehensive view of the operations and user interactions within the fictional bike-sharing company Cyclistic. This single-table dataset captures various dimensions of the bike-sharing system, offering valuable insights into ride patterns, user behavior, popular stations, and seasonal variations in bike usage.

##Content:

The dataset is structured as a cohesive table, encompassing ride details, customer type, station geolocations, and trip dates. The table is designed to facilitate a thorough analysis of Cyclistic's bike-sharing dynamics.

##Use Cases:

  • Analyze ride frequency to determine the most popular bike station.
  • Investigate patterns to identify the peak season for bike-sharing.
  • Segment users to differentiate between commuting and leisure rides.

##Acknowledgment:

This dataset is part of the capstone project for the Google Data Analytics Certificate on Coursera. Through data-driven insights, the analysis seeks to inform and enhance the company's marketing initiatives.

##Full Field Set:

Ride_ID: Unique identifier for each bike ride.

Bike_Type: Categorization of the bike used in the ride.

Member_Type: Classification of the rider as an annual member or casual rider.

Start_Station_Name: Name of the station where the ride originated.

End_Station_Name: Name of the station where the ride concluded.

Start_Station_ID: Unique identifier for the starting station.

End_Station_ID: Unique identifier for the ending station.

Start_Latitude: Latitude coordinates of the starting station.

Start_Longitude: Longitude coordinates of the starting station.

End_Latitude: Latitude coordinates of the ending station.

End_Longitude: Longitude coordinates of the ending station.

Season: Seasonal classification of the ride.

Day_Of_Week: Day of the week when the ride occurred.

Started_Datetime: Timestamp indicating when the ride started.

Ended_Datetime: Timestamp indicating when the ride ended.

Ride_Length: Duration of the ride in hh:mm:ss format.

Ride_Length_In_Seconds: Duration of the ride in seconds.

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Cyclistic Bike-Share Case Study
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