An illustrated researcher wearing glasses and a white lab coat records observations at a desk covered with sample trays, containers, papers, books, and scientific journals. The materials are labeled “Consumer Sample,” “Biased Sample,” and “Representative Sample,” emphasizing a comparison of sampling methods. Shelves, additional researchers, notebooks, and laboratory glassware appear in the softly sketched background, creating an academic research setting.