This document summarizes a research study that analyzed bio-oil produced from pyrolyzing a mixture of discarded soybean oil, coffee grounds, and sawdust. The pyrolysis was conducted in the presence of hydrogen and argon to improve bio-oil stability and quality. The pyrolysis yielded two bio-oil fractions that were condensed at 100°C and 5°C. These fractions along with fractions from subsequent cracking experiments were analyzed using gas chromatography-mass spectrometry. The study aimed to characterize the compounds in the bio-oils to better understand their potential as fuels.