SinaKhalili / kaggle-data-analysis

For the Two Sigma Connect: Rental Listing Inquiries dataset

A kaggle data analysis

Running the notebook:

• The requirements are in requirements.txt
  • Install with pip install -r requirements.txt
  • NOTE: Python 3.6+ only
• The dataset is the two sigma connect rental
  • Download it with the kaggle api

Run the following after activating your python environment:

kaggle competitions download -c two-sigma-connect-rental-listing-inquiries

unzip two-sigma-connect-rental-listing-inquiries.zip
unzip train.json.zip
unzip test.json.zip
# unzip images_sample.zip

# Optionally remove zip files
rm *.zip

Files:

• exploratory-data-analysis.ipynb - Data exploration notebook.
• XGboosting.ipynb - Data mining using various versions of XGboosting.
• Random Forest - Data mining using random forests
• K-Nearest-Neighbours Classifier - Data mining using KNN classifier