Most underrated films

Posted to Data Sources  |  Tags: ,  |  Nathan Yau

Rotten Tomatoes film ratingsBen Moore was curious about overrated and underrated films.

“Overrated” and “underrated” are slippery terms to try to quantify. An interesting way of looking at this, I thought, would be to compare the reviews of film critics with those of Joe Public, reasoning that a film which is roundly-lauded by the Hollywood press but proved disappointing for the real audience would be “overrated” and vice versa.

Through the Rotten Tomatoes API, he found data to make such a comparison. Then he plotted one against the other, along with a quick calculation of the differences between the percentage of official critics who liked and that of the Rotten Tomatoes audience. The most underrated: Facing the Giants, Diary of a Mad Black Woman, and Grandma’s Boy. The most overrated: Spy Kids, 3 Backyards, and Stuart Little 2.

The plot would be better without the rainbow color scheme and a simple reference line through the even-rating diagonal. But this gets bonus points for sharing the code snippet to access the Rotten Tomatoes API in R, which you can generalize.


Divorce and Occupation

Some jobs tend towards higher divorce rates. Some towards lower. Salary also probably plays a role.

Interactive: When Do Americans Leave For Work?

We don’t all start our work days at the same time, despite what morning rush hour might have you think.

How You Will Die

So far we’ve seen when you will die and how other people tend to die. Now let’s put the two together to see how and when you will die, given your sex, race, and age.

Shifting Incomes for American Jobs

For various occupations, the difference between the person who makes the most and the one who makes the least can be significant.