Application of 2D-HPLC coupled with principal component analysis to study an industrial opiate processing stream

• First application of PCA identifying key features in 2D-HPLC data.
• Detailed chemical information on opiate processing streams.
• Simplified PCA data visualisation with the aid of bubble overlays.