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After recently completing the Data Science and Machine Learning with R from A-Z course on Udemy, I was eager to put the frameworks I learned into practice. I chose the field of clinical health prediction because it demands “high accuracy” as well as a deep understanding of data preprocessing and model interpretation. The Data: A…
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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…
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When we see a headline about an aviation incident, it’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…