Machine learning · Python

Rent Price Predictor

The application window with a field for the listing link and a capture button

Period: 2024
Stack: [Python]
[Pandas]
[Machine Learning]
[Web Scraping]
[Tkinter]
Code: github.com/Noah9935/Rent_Price_Predictor

Problem

Rents are opaque. Anyone trying to judge whether an offer is fair ends up comparing dozens of listings by hand.

Solution

An application that scrapes property portals automatically, cleans the data and predicts a realistic rent with a trained model.

Screens

The prediction input form — 01 · The prediction input form

The prediction result — 02 · The prediction result

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