Ames Housing Prices

About

Exploratory data analysis and supervised learning analysis on the Ames Housing Prices dataset in Jupyter notebook format.

For each analysis there is an English and a Spanish version.

Requirements

• python==3.9.18
• jupyter==1.0.0
• numpy==1.26.0
• pandas==2.1.1
• matplotlib==3.8.0
• seaborn==0.12.2
• scipy==1.11.3
• dask==2023.6.0
• lightgbm==3.2.1
• ipython==8.15.0
• scikit-learn==1.3.0
• xgboost==1.7.3

Running locally

$ git clone https://github.com/albertobas/ames-housing-prices.git
$ cd ames-housing-prices
$ conda env create --file environment.yml
$ conda activate ames_housing_prices
$ jupyter notebook