The steps to conduct the study went as follow:
- We checked all the data to see if there is any missing values.
- We checked to see if we have the correct types (we removed "NaN" values too). We also created a year column and droped duplicates.
- We scatter plot budget vs gross.
- We plot budget vs gross using seaborn and verify if there is any correlation with the 'pearson' method.
- We generated the correlation matrixes for further clarity.At the end of the study, we concluded that indeed there is a correlation between Budget and Gross.
The code for this project can be found at my github here: https://github.com/ReDK121/PortfolioProjects/blob/main/Movie%20Correlation%20Project.ipynb
