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A case study on Jinjiang Literacy was taken to explore the factors influencing the subscription of an online literary work.

Data crawling

We used Python to crawl data from there.

  • Work attributions
    We crawled data of 6378 literary works.
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  • Chapter payment
    We crawled nearly 900 thousand payment records.
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  • Comments
    We crawled more than 1.2 million comments.
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Regression analysis

First, second and third order regression was performed using the Ridge, Lasso, LinearRegression, ElasticNet algorithm in Python.

  • Results
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  • The best regression coefficient of each factor
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    log 10
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Cluster analysis