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Uber Price Prediction Repo for CE 262 Transportation Analysis Project

Goal To predict future uberX and uberPool prices between two locations to determine best time to take an Uber and what type to take

PriceEstimate.py

Utilizes Uber's API to generate a dataset of uberPool and uberX prices between two locations in the span of approximately one week

Data collected include:

  • Date and Time in UTC
  • Price
  • Duration [Seconds]
  • Distance [Miles]
  • Wait Time [Minutes]

TestFile.ipynb

File for testing processes for analysis

Cleans and plots data from UberX and UberPool Performs regression analysis on trip prices on both datasets for weekdays

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