Real estate market trends, property prices, rental yields, and market forecasts

Housing Index in Tunisia increased to 147.60 points in the fourth quarter of 2021 from 146.70 points in the third quarter of 2021. This dataset provides - Tunisia Housing Index- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Tunisia Real Estate Software Market is expected to grow during 2025-2031

This dataset contains apartment sale listings scraped from three major real estate platforms in Tunisia:

• Tayara.tn
• Menzili.tn
• Mubawab.tn

Using Scrapy, we collected details such as location, area, number of rooms, floor level, and price. The data is cleaned and preprocessed, making it ideal for:

Predicting Apartment Prices
Real Estate Market Trends Analysis
Machine Learning Model Training

File Information

Features

Why Use This Dataset?

✔️ Real-world real estate data ✔️ Preprocessed & ready for ML models ✔️ Great for price prediction & market analysis

How to Use

Please refer to the src code of models in my GitHub repositpry

https://github.com/Chebil-Ilef/Apartment-Price-Predictor

💡 If you find this dataset useful, please upvote & share!

Context

Using this dataset you can predict property prices in Tunisia.

Content

I acquired this data by scraping tayara.tn which is a real estate Tunisian website.

Comprehensive Airbnb dataset for Tunis, Tunisia providing detailed vacation rental analytics including property listings, pricing trends, host information, review sentiment analysis, and occupancy rates for short-term rental market intelligence and investment research.

Tunisia Number of Job Postings: Active: Real Estate Rental and Leasing data was reported at 32.000 Unit in 05 May 2025. This records a decrease from the previous number of 43.000 Unit for 28 Apr 2025. Tunisia Number of Job Postings: Active: Real Estate Rental and Leasing data is updated weekly, averaging 0.000 Unit from Jan 2008 (Median) to 05 May 2025, with 905 observations. The data reached an all-time high of 109.000 Unit in 05 Jun 2023 and a record low of 0.000 Unit in 14 Dec 2020. Tunisia Number of Job Postings: Active: Real Estate Rental and Leasing data remains active status in CEIC and is reported by Revelio Labs, Inc.. The data is categorized under Global Database’s Tunisia – Table TN.RL.JP: Number of Job Postings: Active: by Industry.

In December 2022, the average import price for bearing housings not incorporating ball or roller bearings, plain shaft bearings amounted to $18,658 per ton, with a decrease of -30.8% against the previous month.

This dataset was scraped from the well-known Tunisian website: Tayara.tn . It includes various data points that can be used for multiple applications, such as natural language processing (NLP) for post verification, price prediction, and more.

Note

As the data was gathered from user posts, it may contain discrepancies or illogical entries. The goal of this dataset is to provide insights into how sellers market their houses and should not be taken as a strict reference.

In 2024, the Tunisian market for bearing housings not incorporating ball or roller bearings, plain shaft bearings decreased by -1% to $4.4M for the first time since 2019, thus ending a four-year rising trend. Overall, consumption, however, saw a mild decrease. Bearing housing without ball bearing consumption peaked at $5.7M in 2013; however, from 2014 to 2024, consumption failed to regain momentum.