Tools: Excel, R

Coffee consumption data analysis in R. Using data from 2010-2019 across major importing countries. Identifying key variables and trends.

Tools: Excel, Tableau

Personal Spotify streaming data analysis. Identifying trends in music consumption. The analysis highlights listening patterns by artist, song, time of day, and month, offering insights into peak listening hours and music preferences.

Tools used: Excel, SQL, Tableau

SQL scripts ran on New York Mega Millions lottery data to identify the most frequent winning numbers, mega-ball numbers, and multipliers. The resulting data was uploaded to Tableau for ​visualization in an interactive dashboard.