Lyft BayWheels Mobility Analysis

Class Project for course Scalable Spatial Analytics (CivEng 263N) at UC Berkeley with Prof. Marta C Gonzalez, Fall 2021

Data Analysis

• Full Data Analysis

1. Flow Data Frame
   • Station to Station Flow
   • Tract To Tract Flow
2. Travel Behavior Analysis
3. Trip distribution
4. Clustering Census Data
5. Network Analysis

• Heat Map
• Census Data Cleaning

Data

• Lyft Bay Wheel Data
• GEOID / Shapefile
• Census Lookup Table

Library Used

• Scikit-mobility
• censusgeocode
• Cenpy
• NetworkX

Presentation

• Presentation Slides

Report

• Report PDF