The Simpsons and Machine Learning: What makes an Episode Great?

Check out my Medium article on this!

PROBLEM:

• The Simpsons has had a decline in quality over the years
• A quantitative solution is required to discover what makes a quality epsiode, and how these kinds of episodes can be replicated

SOLUTION:

• Utilized sklearn, statsmodels, matplotlib, seaborn, pandas, and numpy packages
• Built a linear regression model to predict IMDB rating based off word count per character and location

ATTACHED FILES:

• simpsons_characters.csv
• simpsons_episodes.csv
• simpsons_locations.csv