NYC Citi Bike data

This repo contains the jupyter notebook that do EDA and make folium maps for NYC citi bike data (Jan 2016 - June)

1. Data cleaning

• Prepare dataset
• Basic Information
• Distribution of features
• Segmentation ( categorical - numerical values)
• Correlation between numerical features
• Filling missing values

2. Visualization

• Subscription users vs Day-pass users Animated maps by time

pre-requisite:

• brew install ffmpeg
• brew install phantomjs

requirements:

• python 3.x
• pandas
• numpy
• folium
• selenium