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Traffic Forecast - Time Series Analysis

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Traffic Forecast - Time Series Analysis

Complete Video Tutorial: https://youtu.be/6GX5SO_V46c

Dataset Information

Investors are considering making an investment in a new form of transportation - JetRail. JetRail uses Jet propulsion technology to run rails and move people at a high speed! While JetRail has mastered the technology and they hold the patent for their product, the investment would only make sense, if they can get more than 1 Million monthly users with in next 18 months.

You need to help Unicorn ventures with the decision. They usually invest in B2C start-ups less than 4 years old looking for pre-series A funding. In order to help Unicorn Ventures in their decision, you need to forecast the traffic on JetRail for the next 7 months.

Attribute Information:

Datetime - Date and time of the day
Count - Count of the vehicle

Download link: https://datahack.analyticsvidhya.com/contest/practice-problem-time-series-2/

Libraries

  • pandas
  • matplotlib
  • seaborn
  • scikit-learn

    Algorithms

  • FBProphet