We were provided with a dataset containing various columns of different IMDB movies. This project encompassed multiple tasks including data cleaning, analysis, and visualization of the IMDB movies dataset. Our objective was to solve a specific problem and shed light on its solution. In order to accomplish this task, we will explain the solution to the problem in detail, providing a comprehensive understanding of our approach.