知行编程网知行编程网  2022-06-20 01:00 知行编程网 |  隐藏边栏 |   抢沙发 |  1 
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第447篇原创，和30w+一起学Python！


今天早上看到新闻，一代喜剧大师，著名的喜剧演员达叔离开了，心情还是非常沉重的。小编是看过达叔演的电影长大的，比如新乌龙院，功夫，少林足球，逃学威龙，鹿鼎记，大话西游，还有近几年的流浪地球等等经典的影片，达叔算是一个非常敬业的演员。

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！

前段时间看浙江卫视的王牌对王牌时，还看到达叔上了这档综艺，发现达叔老了很多。


期间主持人还问了达叔：“什么时候能和周星驰再次合作”?

达叔笑着回答：“他还没有退休，我还没有死，就一定有机会”。

没有想到，现在这句话已经成了遗憾了～～我们再也没有机会，看到这对黄金搭档在电影里出现了。

一代喜剧大师就这么走了，让人感慨万千，小编决定用Python来回顾 “达叔”的一生的电影。

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！


01.数据获取

对于数据的获取，我们是通过对于豆瓣电影中所收录的关于达叔的影视作品为基础，获取达叔电影作品的数据信息。

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！

对于数据的抓取，我们通过Google浏览器的爬虫插件WebScraper来进行获取，对于插件的安装，大家可以参考小编之前跟大家分享的关于WebScraper的文章(牛逼的chrome插件，不用一行代码，轻松爬取各大网站公开信息！(附视频))。利用webscraper对于数据的抓取，如下图所示。


再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！

上图中，大家可以按照上述的步骤，打开webscraper后，创建新的sitemap，并在网页中选择自己需要抓取的元素，webscraper会自动的提取对应的元素，点击“done selecting”后，保存selector执行抓取，就可以获得得到豆瓣电影中关于达叔的电影数据。

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！


02.数据清洗

通过上图可以看到，抓取到的数据，虽然非常的全面，但是却很乱，需要针对数据内容进行清洗，并提取关键的数据。这里我们以提取电影的上映时间、评分和电影时长数据的提取为例，进行数据的简单清洗，程序如下图所示。

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！

程序首先提取数据当中的整数和小数部分，针对每部影片中包含不同数量的数字来进行处理，需要注意的是，数据中确实存在电影评分或者是电影时长的缺失，所以针对缺失的内容，这里用0来进行填充。清洗后得到的数据如下图所示。

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！


03.数据分析

1).电影年份分布

获得清洗完成的数据后，接下来我们首先来看一下，达叔作为一名从艺48年的艺人，在漫漫旅途的电影生涯中，不同年份的电影产量到底如何：

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！

上图程序中，首先利用collections库中的Counter类来进行电影上映年份的统计，然后利用柱状图来进行结果的可视化展示。


可以看到，达叔的电影产量的最高峰是在上世纪的九十年代，其中1992年更是参与了多达17部影视作品的制作，其中就包括了与周星驰合作的《逃学威龙2》以及《武状元苏乞儿》等经典电影。


再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！



2).电影类型分布

达叔作为一名出色的演员，其演艺生涯中也涉及到了许多类型的电影，我们通过饼形图来看一下达叔的电影类型的分布情况，程序如下图所示。

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！

程序首先通过统计不同类型电影的数量，然后利用饼形图进行结果的可视化，其结果如下图所示：

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！

通过饼形图的可视化结果，可以看到在电影类型中，达叔有超过41.29%的电影都是属于喜剧电影，因此达叔作为一名喜剧大师被广为人知，但是达叔同样也是在其他类型电影中有很多成就的演员，涉及到的影片类型多达10种。


3).电影评分分布

一部影片的好坏，通过大家的评分就能够很好的进行判断，我们接下来看一下达叔电影的评分，如下图所示：

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！

可以看到，达叔的电影评分，成绩大都分布在6-8分之间，可以说达叔的电影不仅高产而且影片质量都是比较不错的。


4).合作过的明星

而在达叔的平生电影中，合作最多的明星通过统计可以得制，周星驰是和达叔合作最多的影星，在豆瓣抓取到的数据中，二人合作了24部电影，时间横跨了十余年，可谓是一生的挚友。

再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！


达叔电影中评分最高的《大话西游之月光宝盒》达到了9.0分的高分，虽然上映距今已经有26年之久，但是今天看来仍旧是一部百看不厌的影片。最后我们来看一下豆瓣影评中的词云对这部电影的评论。


再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！


可以看到，大家对于这部影片最大的评价是“经典”，一部能够让大家至今都觉得非常好看的电影，是对电影人最好的褒奖，也是对于达叔电影生涯的肯定。


以上就是小编对于达叔电影的分析，通过分析达叔的电影，让我们再一次的感受达叔带给我们的欢笑和回忆，大家对于达叔电影的哪几部影响比较深刻呢？欢迎大家在下方留言。


再见了, 达叔！我用Python回顾一代喜剧大师203部作品，太经典了！



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data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="padding: 18px 15px 20px 10px;max-width: 100%;background-size: 100% 100%;background-image: url('https://www.zkxjob.com/wp-content/uploads/2022/06/wxsync-2022-06-a2a8a5e1e58f30392066a170034ee027.png');color: rgb(86, 146, 214);letter-spacing: 1.5px;background-repeat: no-repeat;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="max-width: 100%;display: flex;justify-content: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="margin-left: 2px;max-width: 100%;width: 20px;box-sizing: border-box !important;overflow-wrap: break-word !important;"></section><section data-brushtype="text" data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(51, 51, 51)" data-darkmode-original-color-15860613985508="rgb(51, 51, 51)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(51, 51, 51)" data-darkmode-original-color-15870356070738="rgb(51, 51, 51)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(51, 51, 51)" data-darkmode-original-color-15870356071023="rgb(51, 51, 51)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(51, 51, 51)" data-darkmode-original-color-15882384789136="rgb(51, 51, 51)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="max-width: 100%;font-size: 14px;color: rgb(51, 51, 51);text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-family: 楷体, 楷体_GB2312, SimKai;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;">点这里，直达菜鸟学PythonB站！！</span></section></section></section></section></section></section></section>

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