电影多向市场价值分析:基于Python的可视化数据处理

Yiwei Hong, Su Zhou, Dejing Niu
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摘要

本文将以豆瓣和猫眼平台的数据为基础,使用python分析电影的票房、投资额、电影类型、演员和导演的受欢迎程度以及电影的评分,来衡量电影的市场价值。根据数据反映的关系,我们发现影响电影市场价值的最重要驱动力是著名演员,其次是著名导演。此外,投资金额对电影来说也是一个重要的因素,但不是必要的因素。最后,我们得出结论,要想提高电影的市场价值,首先要在内容上下功夫。此外,著名演员和著名导演的参与,以及投资金额的增加也将大大增加电影的市场价值。
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Multi-directional market value analysis of films : Visual data processing based on Python
This article will be based on the data of Douban and Maoyan platforms, using python to analyze the box office, investment amount, movie types, the popularity of actors and directors and ratings of movies to measure the market value of movies. According to the relationship reflected in the data, we found that the most important driving force influencing the market value of movies is famous actors, followed by famous directors. In addition, the amount of investment is also an important factor for movies, but it is not a necessary factor. In the end, we came to conclusion that in order to improve the market value of movies, we must first work hard on the content. In addition, the participation of famous actors and famous directors, and the increase in investment amount will also greatly increase the market value of the film.
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