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NYC Citi Bike data

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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
  1. 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

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EDA for citi bike data in New York area

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