Explore the rental market and find out where to rent a house in Singapore using data and analytics!

A bike rental company had a task to create a database to help their analysts understand the effects of weather on bike rentals.

Scrape Airbnb listings, prices, host profiles, and ratings for any destination worldwide via a simple REST API. 5,000 free requests/month.

A Power BI and PostgreSQL dashboard analyzing 15+ years of rental property operations. Tracks end-to-end performance metrics including income, expenses, NOI, cash flow, late payments, and tenant behavior. Provides actionable insights for operational decisions, budgeting, forecasting, and portfolio optimization.

Rental Analysis using PyViz

Web scraping data from rent.ie, performing in-depth EDA and using various models to predict prices.

Rental property analysis of San Francisco neighborhoods and interactive dashboard for the market data visualizations using the Panel library.

📊🛏 Prediction model to control apartment rental flows on the Airbnb platform for Paris City Hall

Streamlit App to showcase and explore how different factors influence rental prices in Switzerland