Analysis of Changes in Media Coverage of School Sports Clubs -A Big Data Approach Using Text Mining-

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Key Points

The research aims to analyze changes in media coverage of school sports clubs utilizing text mining techniques.
Collected 7,922 articles from 2007 to 2023 using Bigkinds for analysis.
Performed TF-IDF analysis, semantic network analysis, and network visualization using Netminer 4.5.
Extracted and analyzed 27,286 keywords across three distinct time periods.
Identified significant changes in keywords over three periods: sports and participation in the first, education and locality in the second, health and COVID-19 in the third.
Connectedness indices for keywords varied across periods, indicating shifts in focus on topics like health and participation.
Media coverage evolved in response to changing policy environments and social issues.

Analysis examines changes in media coverage related to school sports clubs, indicating shifts in societal and policy contexts.

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Je et al. (2026) studied this question.

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