org-not-included/real_estate

Some analytics on different home types and prices

Overview

This repository contains some exploratory analysis of the real estate market.

The dataset was provided on Kaggle by ahmedshahriarsakib.

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Quick Start

Run the setup script in the terminal:

. ./setup/init.sh

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Repository Structure

models/ - Contains all the analytical models used for parsing, fitting, and prediction.

data/ - Contains the data used by the analytical models.

data/us_real_estate.csv

• status - (moot) All houses are for-sale
• bed - number of bedrooms
• bath - number of bathrooms
• acre_lot - number of acres for property
• city - Name of the city
• state - Name of the state
• zip_code - Zipcode of the house
• house_size - Square feet of the house
• prev_sold_date - last time house was sold
• price - Current listing price or recently sold price (if the house is sold recently)