Neue Fische project EDA
This repo contains an EDA of the Kings County housing prices dataset as well as a model to predict housing prices. The following files are in the repo:
- house_renovation_analysis.ipynb - a notebook containing the eda
- savingthemodel.py - a script training the model and saving the model as pickle and its summary as a text file
- prediction.py - a script predicting housing prices and calculating RMSE
- counterfactual_prediciton.py - a script that predicts the prices for unrenovated houses, the price if they were renovated and the difference and return the houses that make a manually set minimum profit
- requirements.txt - python virtual environment requirements
- datasets - a folder with all datasets
- model - a folder with the model and its summary