deductive reasoning, a top$-$down approuced, begins with a general premise or hypothesis and applies it to specific situations to reach a specific conclusions, whereas inductive reasoning, a bottom$-$up approuched, starts with specific observations or data and seeks to identify general patterns, principles, or conclusions based on those observations.