Real-Estate-Web-Scraping-EDA

### Real Estate Web Scraping & Exploratory Data Analysis

Developed an end-to-end data project focused on collecting and analyzing real estate listings in Egypt.

• Built a Web Scraping workflow using Selenium and BeautifulSoup to collect real estate listing data from a property marketplace.

• Extracted and structured information including prices, property types, number of bedrooms and bathrooms, area, ownership status, and location.

• Performed Data Cleaning and Preprocessing to handle missing values, duplicates, and inconsistent data.

• Conducted Exploratory Data Analysis (EDA) to identify patterns and relationships between property characteristics and prices.

• Created visualizations to analyze price distributions, property types, areas, and other important features.

**Technologies:** Python, Selenium, BeautifulSoup, Pandas, Matplotlib, Seaborn.