This page includes all the projects that are related to data mining, which mostly generate insights and make predictions from data to help business make better decisions.
Spotify Analysis
This is a class project where we need to pick a dataset and analyze a topic we are interested in. My teammates and I decided to analyze what characteristics can influence a song reaching the Top 100 List. This report was e-mailed to Spotify in the end.
Automotive Contextual Analysis
This is a capstone project that uses contextual analysis to investigate the most-recent trend in the automotive market. The data in this project is more textual-based and requires additional transformations before analysis.
Just In Time Analysis
This is a capstone project with a goal of finding similar patterns across students who achieved high well-being scores. Thus, the company would be able to better monitor students’ consciousness level and offer assistance to them in the future by referencing the conclusion of the analysis.
Mercedes Benz Sales Forecast
This is a class project which uses different data models to try to predict sales for Mercedes Benz in the next season. We could then provide constructive suggestions on inventory level and selling strategies for Mercedes based on our results.
Airline Analysis
This is a class project aimed at giving constructive suggestions to airline companies about how can they improve their service by analyzing the posts on Twitter about flights. I also did some additional analysis based on interest.