Rental Price Prediction NLP Tools

ML projects predicting prices for short-term rental properties (Airbnb, vacation rentals) and housing based on multimodal data (text descriptions, images, location, listings). Does NOT include general real estate valuation, used car pricing, or other product price prediction domains.

There are 18 rental price prediction tools tracked. The highest-rated is floydhub/regression-template at 36/100 with 8 stars.

Get all 18 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=rental-price-prediction&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	floydhub/regression-template Build a deep learning model for predicting the price of wine given the description	36	Emerging	8	Jupyter Notebook
2	aws-samples/aws-esg-evaluation-handson Machine Learning for ESG evaluation	33	Emerging	6	Jupyter Notebook
3	fpozoc/ML-engineer-interview-task Predicting rental prices with Machine Learning and Natural Language Processing	30	Emerging	1	HTML
4	kruts/Fake-Review-Detector 🔍 Detect fake product reviews using NLP techniques, TF-IDF, and Logistic...	27	Experimental	1	Python
5	lisstasy/ecommerce_satisfaction_prediction_deployment This project is made around the data of 100k orders of a Brazilian...	25	Experimental	3	Python
6	KirosG/Community_Projects Ames Housing price Prediction, SAT_ACT statistical analysis,Reddit...	23	Experimental	3	Jupyter Notebook
7	BenaventC/Airbnb2026 Projet Master AISO : LLMs for large corpus analysis	22	Experimental	—	TeX
8	rashiedomar/tourist-taste-koreanfood NLP analysis of Korean food discussions on Reddit using topic modeling...	20	Experimental	3	HTML
9	josmarcristello/Airbnb-Toronto-Analysis Repository withcase study of the properties listed in Toronto, Ontario,...	20	Experimental	5	Jupyter Notebook
10	mratsim/Apartment-Interest-Prediction Predict people interest in renting specific NYC apartments. The challenge...	19	Experimental	18	Jupyter Notebook
11	chizeni24/ML-Property-Price-Predictions This project is a machine learning-based real estate price prediction...	19	Experimental	3	Jupyter Notebook
12	OmerVs/austin-housing-price-prediction 🏡 Predict housing prices in Austin using advanced feature engineering and...	19	Experimental	1	Jupyter Notebook
13	ivanachillee/seattle-senses Abstracted NLP-driven spatial exploration and understanding of...	18	Experimental	2	Jupyter Notebook
14	PABC-WiHK-IQP-C26/WiHK-wa-TIS For Walk in Hong Kong's Client Communication Needs	15	Experimental	2	Python
15	paubernabe/Airbnb-Machine-Learning Bachelor thesis done in the computer engineering degree. Universitat de...	12	Experimental	5	Jupyter Notebook
16	AnisZakari/Fake_review_detection Creating an algorithm with Tensorflow to detect fake reviews	11	Experimental	3	Jupyter Notebook
17	Maryamahmadii/Car-Parts-Competitive-Analysis-NLP-Tableau-Clustering Applied NLP for automated categorization of products, aligning Amazon items...	10	Experimental	2	Jupyter Notebook
18	ibtassam1/Airbnb Using Python to perform exploratory data analysis on scraped Airbnb dataset....	10	Experimental	2	Jupyter Notebook