umangptl / SF-Bike-Share

🌉 Bay Area Bike Share 🚴🏼 Data Visualization App

Bay Area Bike Share Data Visualization

This Streamlit app provides visualizations and comparisons of Bay Area bike share data using Google BigQuery as the data source.

• Streamlit - https://umangptl-cmpe-255-a1.streamlit.app/

Features

Geo Visualization

• Visualize bike share data on interactive maps.
• Explore different time slices and rush hours using sliders.
• View hexagon maps and ride distribution histograms.

Date Comparison

• Compare bike trips over different time frames, including per date, per month, per week, and per day.
• Visualize the number of rides using bar charts.

Start Station Comparison

• Visualize the top 15 start stations with the most trip counts.
• Select and compare multiple start stations to see the number of trips.

Data Source

• The app uses Google BigQuery as the data source, specifically the bigquery-public-data.san_francisco_bikeshare data

Technology Requirements

• Pandas
• Streamlit
• Pydeck
• Numpy
• Altair
• Google cloud BigQuery
• Google Auth