Nigeria Interstate Relocation Guide – Price Prediction and Recommendation System
September 20, 2022
- 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.