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Data Analytics
Statistical Analysis of SCUBA Diving in Square Lake September 2021 - September 2024
April 2025 - May 2025
For this project, I performed statistical and data analysis of my SCUBA Dives that I conducted in Square Lake. I used a dataset that I created called DiveLog.csv, which contains all of the dives I've done in Square Lake. Each dive includes the following columns: Dive Number, Date, Location, Dive Site, Time In, Bottom Time, Max Depth, Visibility, Water Temp (F), Weight. This project established the relationship/trend between the Dive Number and other columns. To complete this project, I used Python 3 and Visual Studio Code. In terms of Python libraries, I used Matplotlib and Pandas.
Statistical Analysis of Motion Capture Posture Data
November 2024 - December 2024
For this project, I performed statistical analysis of the Motion Capture Hand Postures dataset from the UC Irvine Machine Learning Repository. This dataset has 12 users performing 5 different left-handed postures that were recorded with a Vicon System. I analyzed the first 3 users' postures and the first 3 markers on the left hand. Each graph has three variables: X, Y, and Z positions. This is because a motion capture marker resides in 3D space. To complete this project, I used Python 3 and Visual Studio Code. In terms of Python libraries, I used Matlplotlib, Pandas, and Sklearn.
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