Category: Data Visualization


  • A Staggering Daily Reality I was scrolling through X and came across a map posted by data scientist Samuel Sinyangwe. The data from Mapping Police Violence presented a troubling statistic: in 2025, police in the U.S. killed an average of 3 people per day. Link to Samuel Sinyangwe’s Tweet This map prompted me to download…

  • When we see a headline about an aviation incident, itโ€™s easy to feel a sense of alarm. However, headlines are snapshots, while data is the full movie. In this project, I analyzed over two decades of NTSB (National Transportation Safety Board) records, focusing on large-scale operators to answer two fundamental questions: Which aircraft appear most…