Small Data Analysis / Machine Learning projects using self collected data.
Using my own music listening data from LastFM from 2014 to 2018, performed a clustering analysis to group artists with similar listening patterns.
Technologies: Python, pandas, sklearn, matplotlib
5.1000 observations during 4 years tracking productive time using the Pomodoro Technique.
Technologies: Python, pandas, matplotlib
Three years collecting commute times resulted in a dataset with 350 observations. This project consists of visualizations of the relationship of Trip Duration and Trip Start Time.
Technologies: Python, pandas, matplotlib, seaborn
