What role does empirical data play in inductive reasoning?

Empirical data plays a crucial role in inductive reasoning by serving as the foundational evidence upon which generalizations are built. Inductive reasoning involves observing specific instances or examples and then using those observations to form broader conclusions or theories. Without empirical data, which consists of observed and measured phenomena, there would be no concrete basis for making these generalizations. The reliability and validity of the conclusions drawn through inductive reasoning heavily depend on the quantity and quality of the empirical data available. Thus, it directly influences the strength of the generalizations made, establishing a connection between observations and conclusions drawn from them.