A scientific method of data collection is through experimentation, which involves creating controlled conditions to test hypotheses. Experiments yield quantitative and qualitative data, allowing researchers to analyze relationships between variables and draw conclusions based on empirical evidence, contributing to the advancement of scientific knowledge.