What is PC1?

PC1, or Principal Component 1, is the first principal component in a principal component analysis (PCA), a statistical technique used for dimensionality reduction. It represents the direction in which the data varies the most and captures the largest amount of variance in the dataset. Essentially, PC1 transforms the original variables into a new set of uncorrelated variables, enabling easier visualization and analysis of complex data structures.