Here we see that classics are again rated highly overall, but this time action movies take the biggest hit. Or people have a hard time saying “even though this is a classic, I don’t really like it.”įinally, we have the same graph but for critic ratings instead of audience. Which also makes sense, because classics are classics for that reason. Classics, on the other hand, has a low amount of variance and is generally rated highly all around. This makes sense, since many horror movies can be extremely hit or miss. Of course, there’s a lot of variance between each movie, especially in the horror category. This tells us that classic movies are generally rated the highest, while horror movies are rated the lowest. The above graph shows the range of audience rating based on the movies genre. This wasn’t as telling as the director analysis, but I still find it interesting. It also tells us that some directors, like Quentin Tarantino have a consensus between the critic and the audience.Īnother analysis shows the overall critic and audience ratings for certain genres. While David Lynch films are heavily favored by the audience members. The graph shows that movies by Paul Thomas Anderson are heavily favored by critics, rather than audience. Here I chose certain directors to see how their movies compared with audience and critic rating. This data was a lot more useful and could be visualized easier as shown below. Next, I looked through different genres and directors to see if there was any difference in ratings between them. Remember that the biggest difference could be a movie with 100% for one and 0% for the other. His most audience favored movie was Four Rooms, which the audience favored at a whopping 56 points higher than the critics. For example, Quentin Tarantino’s most critic favored movie was Kill Bill Vol: 1, which critics liked 4 points more than the audience. This was sorted by rating, genre, and director, so you could view the moview that had the biggest difference for each of these. I thought, why not take this one step further? I also checked out which movies have the biggest difference in rating between audience in critic. Maybe, just maybe, we’ll never know.īut I didn’t just stop there. Maybe critics have more consensus on movies while the audience members are split. Maybe critics want to be different from everybody else. So it seems that there really isn’t a consensus between critics and the audience. Some critics like certain movies and dislike others more than the audience. So, while it seems like there’s mostly a consensus on average ratings, there’s a lot of deviation from movie to movie. But it had a large standard deviation of 18, with answers ranging from the audience favoring a movie by 78 points to the critics favoring a movie by 80 points. With this data, I found that the average difference between critics and audience was only 1.4 points more for the audience than critics. Once filtering this out, we were left with only 8,600 of our original 41,000 datapoints to use for our analysis. The next thing I did was filter out any data that had under 25 critic reviews and 1000 user reviews to only find ‘popular’ movies. But with over 40,000 data points, there’s still plenty that we can look at. Many movies lacked the box office, genre, or other information.Īs you can see, there’s a lot of missing data. Now it was time to dive deeper into the data.įirst, I wanted to see how complete our data set was. For each movie, we had the critic and audience score, when it was released, who directed it, and more. If you ever wanted to know how many movies there are on Rotten Tomatoes, it’s somewhere around 41,000. Unsurprisingly, this gave us a lot of data. So I created a webscraping tool, using Scrapy of course, that would grab all the data from every movie on Rotten Tomatoes. So it got me wondering, is there actually a discrepancy between the audience and the critic? And I spent too much time trying to find out, but it’s too late to back down. I thought that was a huge difference when it seems most people would have similar tastes. One movie was sitting at an 11% critic rating, but an 80% audience rating. The difference between the audience and critics on rotten tomatoesĪ while ago, I was browsing Rotten Tomatoes and looking for movies to add to my “want to watch, but will probably never get around to” list and one thing stuck out. The Difference Between Audience and Critic on Rotten Tomatoes
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