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CAB_Project-2

Capital_Bikeshare

Input files are

  • Readme.txt
  • day.csv
  • hour.csv

Tasks

  • Understand the requirements
  1. Exploratory Data Analysis includes (Capital_BS_1.ipynb)
  • Head
  • Shape
  • dtype (data type)
  • checking missing values
  • Data type conversion if required
  1. Visualization
  • Matplotlib
  • Seaborn
  1. Capacity vs Demand study (SP1_TK-2.ipynb)

  2. Trip duration,destination and route study (Timeseries_3.ipynb)

  3. Key Performance Index (KPI) (Timeseries_3.ipynb)

    • Start station, End station, no. of rides and member/casual
    • Start station, End station, no. of rides, time of the day and member/casual
    • Start station, End station, no. of rides, day of the week and member/casual
    • Start station, End station, no. of rides, trip duration and member/casual
    • Start station, End station, no. of rides, time of the day, trip duration and member/casual
    • Start station, End station, no. of rides, capacity and member/casual
    • Start station, End station, no. of rides, capacity/station distribution and member/casual
    • Start station, End station, no. of rides, weather and time of the day
    • Start station, End station, no. of rides, weather, time of the day and weekday

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