Linear Regression, Statistical Analysis, Data Science, Machine Learning, Data Analysis.
Linearity between the X and Y. To check this assumption, it’s pretty easy. Create a scatter plot with X and Y. If you see something like the plot above, you can safely assume your X and Y have a linear relationship. It doesn’t have to be perfect like the plot above, as long as you can visually