Movies have seemingly changed a lot over the years. Different variables such as movie duration, genres, actors, and more have seemingly changed a lot over the years. However, are these changes actually happening? Are they symptoms of a "boomer mentality" where, back in our day, movies seemed a lot better? I hope that I can clear up that question for all while also exploring other cool factors about the movie industry.

Using data from the IMDb website, I examined the interplay between several variables including movie duration, ratings, and genres.

The Sleep Efficiency Dataset evaluates 452 individuals are their sleep patterns. It contains unique information about the study participants such as an ID and age, but also features categories such as “wake-up time” and “bedtime.” There are also external factors recorded as well; nightly awakenings, caffeine consumption, alchol consumption, and if the smoking status of the subject.

The US Department of Health and Human Services (HHS) and it’s respective Office for Civil Rights (OCR), is responsible for collecting and disclosing protected health information. US law states that OCR must report cases where covered entities (those who are responsible for medical information) have a breach that affects more than 500 individuals in a single breach. This data was sourced from the US Department of Health and Human Services. T