Design and implementation of NBA data visualization platform based on big data technology
By using big data technology to analyze the performance data of NBA teams and players,explore the key influenc-ing factors of team performance and their impact on game results.Firstly,using Python web scraping technology for data collection,ensuring data quality through preprocessing techniques,and saving the data to a CSV file for read and write analysis using Pandas.Then,design and develop a data visualization platform to present the data in an intuitive way,supporting users to explore and ana-lyze the data.Not only does it provide data support for management,optimize tactical layout and player configuration,but it also provides a data perspective for basketball enthusiasts,promoting theoretical research and practical application in the field of sports data analysis.
big data technologyNBA team performancedata visualizationNBA player performance
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