richardmon / car-prediction

Simple car price prediction model and dataset

Car Price Prediction

Set Up

This project is meant to by run with python 3. To get all the necessary libraries run

pip install -r requirements.txt

Data collection

In order to start the data scrapping you will need to run the command

cd get_data
scrapy crawl cars -o crawl_data.csv

This will create craw_data.csv, a csv file with all the information and an image folder, with the respective images

Data Analysis

This is done by running the command

cd ..
jupyter-notebook

This will prompt you to select the proper file. Open Features, Exploratio and Prediction.ipynb, read through it and create an issue if you think something must be addressed.