Final Project for GEOG 5680 detailing list price of homes versus sale price of homes against other variables.

Apple Inc. (AAPL) is one of the most valuable companies globally. Accurately forecasting its stock price can help investors and analysts make informed decisions. This project uses ARIMA modeling to forecast future prices and assess the model's uncertainty.

Can able to predict the next word based on input text with more than 3 words (like I am going then to is predicted).

3D thematic map showing the semantic convergence of 54 key terms in biofuel research across Chile, Colombia, Mexico, and Peru. Term coordinates were derived from co-occurrence data, while elevation (Z) represented the total link strength. Colors indicate thematic clusters identified through the Louvain algorithm, revealing shared research fronts in waste management, thermal processes, and biomass valorization.