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豆瓣电影的评分靠谱吗? —— 一点数据分析的视角

包括两部分

1. 豆瓣和IMDB 电影评分的比较

平时,会碰到一些电影,虽然评分很高,但却并不觉得好看,比如白日梦想家

可以看到,国内豆瓣的评分是8.3,而国外IMDB仅仅为7.3。烂番茄,Metacritic的评分也不高

是不是有一种可能,因为这些电影很文艺、很小资,所以豆瓣的用户很喜欢,所以打了高分呢?

分析文章:知乎, 豆瓣

交互式评分比较散点图

完整的分析notebook, 见这里

2. 豆瓣电影评分差异的比较

对于西游伏妖篇的分数,我也有些疑惑

一方面,周星驰是我很喜欢的导演,怎么会这么差? 另一方面,网上的评价差别也很大,让我很困惑,犹豫了很久要不要看

延伸出来,会想问 —— 为什么有的电影分数高/低,但是我们并不认同?是不是豆瓣电影的分数有问题?

分析文章: 豆瓣

交互式评分比较散点图

完整的分析notebook, 见这里

代码介绍

Getting Started

  1. 本项目基于Python 3,建议使用Anaconda安装

  2. 安装若干packages

    pip install -r requirements.txt

  3. 数据分析,见application.ipynbmovie2.ipynb

Contact

如果有任何问题,可以发issue,或者在这里找我

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