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Aqar (عقار, “Real estate”) is Saudi Arabia’s biggest specialized online marketplace for—you guessed it—real estate. In 2021, 3718 posts were web scraped from Aqar, covering the kingdom’s 4 major cites: Riyadh, Jeddah, Khobar and Dammam, in order to know more about the rental prices across the cities and what features affects it the most.
The observations of the dataset were described using 24 features as follows:
| Feature | Description |
|---|---|
| city | city where house locate in |
| district | district where house locate in |
| front | What is the house front is north, west .. etc |
| size | size in m^2 |
| propertyage | property age for the house |
| bedrooms | number of bedrooms |
| bathrooms | number of bathrooms |
| livingrooms | number of livingrooms |
| kitchen | show whether the house have a kitchen or not garage |
| furnished | show whether the house is furnished or not |
| ac | show whether the house have a ac or not |
| roof | show whether the house have a space for roof on top or not |
| pool | show whether the house have a pool or not |
| frontyard | show whether the house have a frontyard or not |
| basement | show whether the house have a basement or not |
| duplex | show whether the house is a duplex or not |
| stairs | show whether the house have a stairs or not |
| elevator | show whether the house have an elevator or not |
| fireplace | show whether the house have a fireplace or not |
| price | show the price of the house |
| details | shows any additional details from the house owner about the house |
Ahmed Almohammed, Lana Almorabah, Mohammed Alsalamah, Yousef Alotaibi and me :)
Dataset
- Alharbi, L. (2021, January). Saudi Arabia Real Estate (AQAR). Retrieved July 3, 2022 from https://www.kaggle.com/datasets/lama122/saudi-arabia-real-estate-aqar.
Geojson files
- Bállega, H. (2020, September). Central Ops Automation & Analytics Exercise. Retrieved July 6, 2022 from https://github.com/hectorballega/uber-centralops-assignment/.
- Almuqwishi, Y. (2021, October). Reform API. Retrieved July 6, 2022 from https://github.com/yazeed44/reform-api/.
- Sajjad, M. (2020, December). Coursera_Capstone. Retrieved July 6, 2022 from https://github.com/musaddiqsajjad/Coursera_Capstone/.