Okay Are we for now we are We will look into the inferential statistics and regression analysis. So, inferential statistics is when we want to know I say for two data sets are other means are equal and then for regression analysis we're looking into this area to variable maybe to variable and what are the relationship between these variables. So for inferential statistics and regression and analysis is is still in data understanding stage okay co creation is the Statistical Association to find how close to the robot is and derive the linear relationships between them. So, to find a correlation in this python programming, so we can do something In IDs, you can use stats dot r Pearson then the sepal and and df petal and so we can do something IDs praying. Stairs da Pearson Pearson r la Pearson Pearson ah okay df sepal and Katie then df seppo v k then we will need Isa sy pi r stats here we go sy pi stays here, okay then we can run the code here.

So we get a correlation so the correlation should be around the first one here. Okay, the correlation should be around the first one here. So the correlation should be here