https://github.com/w7negreiros/tableau_challenge_citi_bike

A Tableau analysis of Citibike data in NYC used to create a pitch to possible investors for a similar bike sharing service company in Des Moines, IA.
https://github.com/w7negreiros/tableau_challenge_citi_bike

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A Tableau analysis of Citibike data in NYC used to create a pitch to possible investors for a similar bike sharing service company in Des Moines, IA.

• Host: GitHub
• URL: https://github.com/w7negreiros/tableau_challenge_citi_bike
• Owner: w7negreiros
• Created: 2024-07-10T16:09:31.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-07-10T19:02:07.000Z (7 months ago)
• Last Synced: 2024-12-04T02:13:31.326Z (2 months ago)
• Homepage:
• Size: 12.8 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Tableau_Challenge - Citi Bike Analytics

# Data Source

Monthly CSV files (July 2018 - June 2019) were collected from Citi Bike Data

# Visualizations

https://public.tableau.com/app/profile/willy.negreiros/viz/NY_citi_bikes/Analysis?publish=yes

# Analysis

# 1. Number of Records

Total number of records were 10 billion. People seem to ride more bikes in the morning rush time on summer or winter time. The possible reason could be that people are not willing to ride outside in winter afternoon rush time due to the cold weather. August 2018 had the highest number of records, while February 2019 had the lowest number of records.

![alt image]()

# 2. Top/Bottom 10 Stations

Top ten stations for both ending and starting a journey are Grove St PATH.

![alt image]()

![alt image]()

# 3. Peak Hours

Rush hours(8:00 and 17:00-18:00) seem to be the peak hours for riders. In the both seasons, more people ride bikes in the morning than in the evening, but in the winter, more people ride bikes in the morning than in the evening.

![alt image]()

# 4. Trip Distance and Duration by Age

If we look at the records by age, highest number of records (23,700) were recorded by people aged 31, although majority of the users are aged between 25-44 years old. In terms of the distance and duration, most young users rode citi bikes for short distance, while the older people rode for longer distance and duration. It is clear that men ride way more citi bikes than women and unknown gender. Usage of three categories peaked during Summer, and then decreased after October.

![alt image]()

# 5. Number of Bikes and Distance

Total number of bikes used in New York is 762, and their average distance ridden is 0.60 mile. Bike with ID 29207 has the highest mileage (more than 540 miles), and is most likely due for repair or inspection. Moreover, bikes are mostly ridden by the annual subscribers.

![alt image]()