This repository contains data, code, and poster files of my 2025 Data Science Capstone Final Project. In this research project, we observe the 2024 Bluebike Trips, 2024 Bluebike Stations, and 2024 City of Boston Bike Networks.
Access to Data 2024 Bluebike Trips:
- Please download the 2024 trip data from Jan-Dec.
- Source: https://s3.amazonaws.com/hubway-data/index.html
2024 Bluebike Stations
- -External-_Bluebikes_Station_List.csv
- Source: https://bluebikes.com/system-data
2024 City of Boston Bike Networks
- existing_bike_network_2024.csv
- Source: https://data.boston.gov/dataset/existing-bike-network-2024
- More information on the Better Bike Project: https://www.boston.gov/government/cabinets/streets-cabinet/better-bike-lanes
- Visual Map of Bike Network: https://experience.arcgis.com/experience/925eb7fd89c24c5f9c07bcc20ee9ea74/
Potential Python Package Installation Codes to Run
- pip install pandas
- pip install numpy
- pip install matplotlib
- pip install seaborn
- pip install plotly
- pip install scikit-learn
- pip install statsmodels
- pip install geopandas
- pip install shapely
- pip install geopy
- pip install shap