Information looking at the interaction mechanism of chitosan–gelatin is scarce. The objective of this work was to analyze the interactions between chitosan and bovine (BG) and salmon gelatins using a chemometrics approach based on the multivariate statistical analysis, partial least square regression (PLSR), with data collected from amino acid profiling and differential scanning calorimetry.