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pyghack2018's Introduction

Pyghack2018

Our project tackles the Urbana Fleet Fuel Management problem, which tries to find trends in gas station prices and vehicle fueling behaviors. In addition to answering these questions, we built a dynamic route recommendation system. The system calculates the route between a start point and a destination, looks at all of the gas stations that are reachable along the route, and then recommends a gas station to go to. This recommendation can be optimized for cost (i.e., it will recommend the gas station with the cheapest prices while taking into account the fuel lost by making a detour to the station) or for time (i.e., it will recommend the gas station that is fastest and cheapest to get to).

The dynamic route recommendation system can be found at: https://lynnnyn.pythonanywhere.com

The layout for our website: alt text

The search result: alt text

We visualized some of the insights we gained from the dataset on Tableau: https://public.tableau.com/views/FinalProduct/Story1?:embed=y&:display_count=yes&publish=yes

Powerpoint slides discussing our results can be found in Deliverable.pdf

About our website

Technology stack

  • Python 3.6
  • Flask
  • jQuery
  • ES6

Installation

  1. Get the code. Clone this git repository and check out the latest release:

     git clone https://github.com/lynnnyn/Pyghack2018.git
    
     cd Pyghack2018
    
     git checkout latest
    
  2. run flask_app.py

  3. website will run on http://0.0.0.0:5000

Setting up the environment

Run conda env create -f environment.yml

pyghack2018's People

Contributors

moogen avatar lynnnyn avatar daisiran avatar 95chenjz avatar zhaoqinw avatar lanli2017 avatar

Stargazers

Xin Xu avatar

Watchers

James Cloos avatar

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