🏡 Saudi Real Estate Insighter

An interactive dashboard designed to visualize and explore rent prices in Saudi Arabia's real estate market.

📊 Dataset Overview

This app uses the SA_Aqar.csv dataset, which includes 3,700+ property listings with rich features such as:

• 📍 City and district
• 📐 Property size and age
• 🛏️ Number of bedrooms and bathrooms
• 🚗 Garage, 🧑‍🍳 Kitchen, 🧹 Maid room, 🧑‍✈️ Driver room
• 🌳 Garden, 🏊 Pool, 🧱 Basement
• 🔥 Fireplace, 🛗 Elevator, 🪜 Stairs
• 🪑 Furnished or not, and more
• 💰 Rent price

Example row:

مدينة: الرياض | حي: العارض | عمر العقار: جديد | غرف: 5 | حمامات: 5 | سعر الإيجار: 80,000 ريال

🧠 Features

• 📁 Sidebar menu with theme switching (Dark / Light)
• 📌 Key metrics summary using NumPy
• 📊 Exploratory charts using Matplotlib and Plotly
• 📈 Fully interactive dashboard built with Streamlit
• 💅 Custom CSS styling for a clean and modern UI

🛠️ Tech Stack

• Streamlit — Dashboard framework
• Pandas — Data wrangling
• NumPy — Numerical operations
• Matplotlib — Static visualizations
• Plotly — Interactive visualizations

🚀 How to Run

pip install streamlit pandas numpy matplotlib plotly
streamlit run main.py

Contributors:

• Mohammed Alshabib (@malshabib)
• Meran Alhudaithy (@Meranalhudaithy)
• Naif Aldrees (@N4iff)
• Maram Alshammary (@romey101)
• Sahar Alkhattbi (@SaharAlkhattbi)
• Yazeed Alzahrani (@y-alzahrani)