MarikoTheeCityZen/BuyRentKenya

We are going to scrap house specs and their prices for options to buy/rent in Kenya # BuyRentHouses We are going to scrap house specs and their prices for options to buy/rent in Kenya # ��� BuyRentKenya Property Listings Scraper This project extracts property rental listings from BuyRentKenya using **Selenium** and **BeautifulSoup**, and exports the data to a CSV file. The project is part of a broader web scraping portfolio aimed at showcasing real-world scraping, cleaning, and data collection skills. --- ## ��� Website Target buyrentkenya.com --- ## ��� Data Collected Each listing includes the following details: - ���️ Title of the property - ��� Price - ��� Location - ���️ Property Type (e.g., Apartment, Bungalow, Bedsitter — inferred) - ���️ Number of Bedrooms - ��� Number of Bathrooms - ��� Link to the full listing > ��� Sample data can be found in: `houses.csv` --- ## ���️ Tools & Technologies - **Python** - **Selenium** – for dynamic content loading - **BeautifulSoup** – for HTML parsing - **Pandas** – for data storage/export - **ChromeDriver** – for browser automation --- ## ��� Potential Use Cases - ��� **Analyze rental trends** in Kenyan towns and neighborhoods - ��� Build dashboards to compare **rent prices vs. property types** - ���️ Create **interactive maps** showing average rent by location - ��� Build alert/recommendation bots for renters - ��� Generate insights for real estate investors or agencies ---