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web application that pulls used manual transmission car data from a chain of local dealerships

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MT Car Dealership Scraper 🏎️

An application that monitors and pulls used manual transmission and automatic transmission car data from a chain of local dealerships in San Antonio, TX. List refreshes daily.

The Problem 🔔

Dealerships do not always have a functional filter for stick-shift cars. Even when the transmission filtering option is available, it is quite common that automatic cars are added to the results. This forces the user to double check that the car they are viewing is a manual despite using the filter or entering the keywords manual transmission cars into the searchbar.

Technologies Used :basecampy:

  • Python
  • Flask
  • Bootstrap
  • Plotly Express

Instructions for Running via Terminal 💻

  • Open terminal
  • Activate virtual env: source venv/bin/activate
  • start server: python app.py runserver

Note: When you're done running the code, you're going to want to exit the virtual environment. To deactivate the virtual environment, just type: deactivate into the terminal.

How to Use 📎

  1. Once you have found a car listing that interests you, copy the VIN number
  2. Go to the Ancira website or the indicated dealership site
  3. Paste the VIN number into the search bar of the dealership

About the Dataset - Ancira Car Dealership 📈

vin_num: Vehicle Identification Number

year: year the car was manufactured

make: car brand or manufacturer (i.e. Ford, Hyundai, Volkswagon, etc)

model: category of car for that manufactur (i.e. Chevy Spark, Ford Mustang, Kia Soul, etc)

trim: version of the model

body_style: Style of the car (i.e. hatchback, 4 Door, etc)

ext_color: Outside color of the car

int_color: Interior color of the car

transmission: transmission of the car (i.e. Manual, Automatic)

city_mpg: miles per gallon (mpg) via city

hwy_mpg: miles per gallon (mpg) via highway

mileage: Overall miles the car has driven in its lifetime

dealership: location of which the car could be found

price: cost of the car in dollars ($) (Note: -1 means that the dealer does not have a price listed)

alert_dt : date that the code was last run