💪 This analysis was built to hone Python as well as exploratory data analysis skills; it required students to investigate a realistic problem using a public data set.

⚙️️ To conduct it required a working knowledge of Python and use of the numpy, pandas, and matplotlib libraries inside a Jupyter notebook.

😌 The result was a recommendation to a fictitious relative detailing when to release their Sci-Fi-Fantasy-Horror film and a list of potential cast members from the IMBd data set based on their appearances in similar, successful films.

My favorite part about this analysis was getting to experience how simple Python and pandas can make working with large data sets. It was also fun to gain deeper perspective into the movie industry through real world data!