Skip to content

yavuzibr/House-Price-Prediction

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

48 Commits
 
 
 
 
 
 
 
 

Repository files navigation

House Price Prediction with Real-World Data

Ankara_Kalesi'nden_şehir_panoraması resource of visual: wikipedia.com

Purpose

Predicting "House Loan Prices" using Turkish Websites and Google Maps. In this project, I am looking for monthly housing loan prices in districts of Ankara such as Pursaklar, Çubuk, and Keçiören.

Dataset

https://www.kaggle.com/datasets/yavuzibr/house-rental-prices-in-districts-of-ankara

ML Algorithm

Linear Regression -> Scikit-Learn

Future Improvements

Ankara has 25 districts but in the dataset, I only used 3 districts. We can add all districts and divide them into regions for a better understanding of prices. Also, in this dataset, we have data between December 2023 and January 2024. We can add more data about different months.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages