Discuss the importance of data : Dependent- Independent Data split in Python

The video tutorial explains how to handle dataframes by separating independent (X) and dependent (Y) variables. It demonstrates using the DF.loc method to exclude the collection variable from the X dataframe and create a separate Y dataframe. The tutorial also covers checking the shape and sampling data from these dataframes. Finally, it hints at the next video, which will focus on splitting data into test and train sets.

What is the shape of the Y dataframe and how does it compare to the X dataframe?

What will be the next step after creating the X and Y dataframes?