README.md

House Prices Germany

This Project tries to predict the prices for houses for sale on the german real estate market.
For that, i scraped data from roughly 30000 house-for-sale offers from the real estate website immowelt.de.

The actual code, you'll find in the notebooks

House Price Predicitons.ipynb

• contains the prediction process

and

Data for houses_1 + First Initialization of Scraping Process.ipynb

• contains the Web- Scraping Process for the first Dataset and its initialization
  • in the supporting ipynbs folder is the rest of the Scraping part

additional data:

Within the Folder CSV Files you'll find the CSVs with Data from Houses in:

  - Mecklenburg- Vorpommern,  
  - Brandenburg  
  - Sachsen  
  - Sachsen- Anhalt  
  - Thüringen  
  - Bayern  
  - Baden- Württemberg  
  - Berlin   
  - Hamburg   
  - Bremen  

- Each CSV contains Information on:

  - Location of the House (the City/Town/Village)   
  - Size of the House (in sqm)  
  - Size of the Plot that comes with the House (in sqm)  
  - Number of rooms   
  - who the seller is   
  - a short description about the property (unfortunatly for some, its in german :D )   
  - Price