/regression_curitiba_houses

linear regression algorithm applied to dataset scraped from real estate website

Primary LanguageJupyter NotebookMIT LicenseMIT

Code

eksm_regression_curitiba_houses.py

Objective

This project aimed the creation of a data-based system to predict house prices using data scrapped from a real estate website.

Dataset

Scrapped from: http://www.portalimoveiscuritiba.com.br/

Overview

  • Language: Portuguese
  • Writen in Python
  • Web scraping
  • Exploratory data analysis
  • Data pre-processing
  • Linear regression model train and evaluation
  • Final predictions and metrics

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