Machine Learning, Data Science, Data Visualisation, Linear Algebra, Math.
variation of the dataset. We see that the orange line named PC1 does just that. Now that we have PC1 (principal component 1) we need another PC line as PC2 that will be perpendicular to PC1. The green line in the below figure is denoted as PC2. We must note here that the number of PC lines is equal