Tosin Harold Akingbemisilu

Nigeria Interstate Relocation Guide – Price Prediction and Recommendation System


  • Scraped data from a Nigerian house listing website using BeautifulSoup Library on Python.
  • Conducted data cleaning and exploratory data analysis (EDA) on the scraped data using Pandas, Numpy and Matplotlib.
  • Built a function to test multiple regression models, with the highest (Random Forest Classifier) having a 0.75 R-squared score on test data to predict house prices.
  • Created a custom search function to recommend optimal areas for relocation based on user-specified criteria.