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豆瓣大数据分析告诉你,高评分影视密码_大数据分析

With the summer aggressively, the latest movie become a hot topic of the majority of fans , but also a large IP arena can have the best color performance . This article is an inventory of the most popular movie and video works of watercress in the past ten years . Let's take a look at the mystery of what movie and video data is worth digging!

With the hot summer films, the latest movie has become a hot topic among fans, and the summer holiday season has always been one of the most popular events in the movie market. It also consistently produces a box office miracle. Foreign films often choose to be released during this period. Corresponding to the domestic market, the summer file is the best arena for big IP.

In view of this, this article makes an inventory of the data of Douban's popular film and television works, explores the changes in popular works in the past decade, and interprets the characteristics of the works that viewers pay attention to from different dimensions in order to extract valuable information. Let's take a look at the mysteries of Douban movie data which are worth digging!

 

Type Analysis: Increased love and drama type works

 

In order to observe the changes in the types of popular film and television works, we compare the proportion of the types of works that have been released this year to ten years ago, among which the top works are ranked according to the internal watercress algorithm.


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By comparing the proportions of popular movie and television categories in 2018 and 2008, we found that the types of popular works have undergone major changes compared to ten years ago. Through charts, we have observed that the number of works of the story type has increased by 9%, and that of love-type works has increased. 12%. At the same time, it has also been found that action movies and documentaries have decreased more than a decade ago, and the number of comedy works has decreased but not changed greatly. It can be seen that with the development of society, the private spheres such as family life and love and marital status have received more attention from modern people. In general, the current popular movie and TV works are mostly storyline, action, and comedy types.

 

Quantitative Analysis: Changes in Popular Film and TV Work in the Past Ten Years

 

In order to compare the number of popular works in different years and countries, we will analyze the data from 2008 to 18 and their changes.


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Through the chart we found that the popularity of watercress on Chinese mainland accounted for less in 2008, followed by a year-on-year increase. The second most popular work is the United States. Although it will certainly decrease in 2008, it has gradually increased in recent years. The third place is Japan. The increase in the proportion is less than it was a decade ago. Therefore, although popular movies were mostly foreign films a decade ago, in recent years, with the development of domestic movies, domestic film and television works have been increasingly accepted by the audience.

 

Country, type: Comedy demand increases, action films dominated by the United States

 

We aggregate all popular works from 08 to 18 by type.

 


chart

 

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After nearly a decade of film data collection, we found that the most popular film production regions are mainland China, followed by the United States, Japan, and the United Kingdom. The largest type is the story, followed by comedy, action, documentary, and romance. At the same time, it can be found that most of the production regions of the feature films are China and the United States, and the comedy is dominated by China. Popular action movies are still the largest in the United States.

We have compared the number of different types of popular works in the 17 years of growth, and the plots and love works have increased. Although there has been a certain reduction in comedy works compared to 10 years ago, in recent years, there has been an increase in comedy. It can be seen that in recent years, with the increase in the pressure of life, people's demand for comic films has also increased.