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My Data Science & Engineering Portfolio
NBA Multi-level Analysis Dashboard
October - December 2021
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Authors: Jarvis Huang, Steven Sun, Michelle Wan,
Zed Kamurase Jean Bosco
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Advisor: Prof. Jesse Bockstedt
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Note: If the embedded dashboard is not shown correctly due to screen size compatibility, please visit the following Tableau Public website: NBA Multi-level Analysis Dashboard
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Project Overview:​​
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Designed 4 interactive dashboards based on Gestalt principles of design
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Applied line graphs, bar charts, scatter plots, box plots, and heat maps to visualize player and team level game statistics across seasons from 2010 to 2021
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Analyzed individual game influence based on polynomial regression and uncovered interrelation between team performance and role player statistics
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Utilized web-scraping techniques to request data from 3 separate API endpoints
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