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The Real Kevin Bacon

The “Six Degrees of Kevin Bacon” is a game where players try to connect any actor to Kevin Bacon in fewer than six steps, where each step links two actors who co-starred in a film.

The conventional wisdom is that Kevin Bacon is the all-encompassing center of Hollywood, so prolific that the game is a lot easier than if it were called the “Six Degrees of John Doe.”

We can view all centers of Hollywood since 1980. Use the slider to look around.

One obvious metric is film count. Indeed, Samuel L. Jackson appeared in far more films than anyone else in our 169,000 actor dataset. Nicolas Cage, who’s the next closest, appeared in 96 films.

While the relationship between film count and remoteness is strong, it doesn't fully explain actors’ scores. For example, Natalie Portman and Anna Kendrick differ significantly in their remoteness, despite appearing in the same number of films.

The difference between Natalie Portman and Anna Kendrick lies in their co-stars: Natalie Portman is cast in films with more prolific actors than Anna Kendrick. Of the 250 most-connected actors, Natalie Portman has worked with almost three times as many as Anna Kendrick has.

So if you work with more “big dog” actors compared to someone with the same film count, you'll almost certainly be closer to the center of Hollywood. Consequently, co-star film count is the next important factor: this is an actor’s 50 most prolific co-stars by number of films, taken as an average.

For the prediction, we need to model actors’ film count and co-star trajectory. To do this, we look at what has happened to actors with similar data in the past.

When predicting film count, consider Sydney Sweeney, who has appeared in 16 films since her debut 15 years ago. By the same point in his career, Robert De Niro also racked up 16 films, and he went on to have a brilliant career totalling 87. By contrast, Chevy Chase reached the same 16-film milestone, but ultimately only appeared in 27 total.

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