Enhanced analysis of weathered crude oils by gas chromatography-flame ionization detection, gas chromatography-mass spectrometry diagnostic ratios, and multivariate statistics

•A practical statistical application to overcome limitations of traditional techniques.•A three-tiered approach to solve a challenging weathered crude oil case.•A highly automated statistical workflow for increased efficiency and objectivity.•PCA scatterplots to differentiate oils in a highly intuitive visual clustering.