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Analytics Dashboard • Python
Real Estate Analytics
Pakistan Property Market Scraper & Dashboard
2-4
Months
Web
Platform
Python
Core
Team
Development
❌ The Problem
Property data in Pakistan is scattered across websites, inconsistent, and hard to analyze. Investors and agents waste hours manually collecting and comparing listings.
✅ The Solution
Real Estate Analytics Dashboard automatically gathers listings from Zameen.com & Graana.com, cleans the data, and provides interactive filters, charts and market insights.
✓Automated scraping (Zameen + Graana)
✓Data cleaning & standardization
✓PostgreSQL / SQLite storage
✓Interactive filters (city, type, price…)
✓Price trends & analytics charts
✓CSV export
👨💻 My Role & Responsibilities
Built complete end-to-end solution — from scraping to interactive dashboard.
▸Designed robust scraping pipeline
▸Created data cleaning & normalization logic
▸Set up database schema & SQLAlchemy
▸Built interactive Streamlit dashboard
▸Added Plotly charts & filters
▸Implemented CSV export
🛠️ Tech Stack
Scraping
- • BeautifulSoup
- • requests
Data
- • pandas
- • SQLAlchemy
- • PostgreSQL / SQLite
Dashboard
- • Streamlit
- • Plotly
✨ Key Features
🕸️
Automated Scraping
Zameen.com + Graana.com
🧹
Data Cleaning
Normalization & standardization
📊
Interactive Filters
City, type, price, bedrooms…
📈
Price Trends
Charts & market analytics
📤
CSV Export
Download filtered data