Data Science, Analytics, Causal Inference, Towards Data Science.
subjects are randomly assigned to different treatment groups, and outcomes are recorded and analyzed (think randomized clinical trials or AB tests). Experimental data can be expensive or, in some cases, impossible/unethical to collect (e.g., assigning people to smoking vs non-smoking groups).