Skip to content

Latest commit

 

History

History
15 lines (11 loc) · 859 Bytes

README.md

File metadata and controls

15 lines (11 loc) · 859 Bytes

mydealz - Exploring and predicting the world of German deals

Exploring the world of German deals on the website https://www.mydealz.de.

Web Scraper

A web scraper allows you to download all deal data from the https://www.mydealz.de website.

  1. Install the scrapy framework
  2. Download mydealz_spider.py from the repository
  3. navigate to the downloaded file in your terminal and run the command "scrapy crawl mydealz -o mydealz_data.csv"

Data Transformation, Analysis and Modelling

Open the "my_dealz_data_science.ipynb" Jupyter notebook File and execute the respective sections.

Predicting Deal Temperature

The ultimate goal of this project was to predict the future temperature of the deal before it was posted. At this point the data is cleaned up but a suitable machine learning model has not been found yet.