Data Science, Statistics, Analytics, Experiment, Causality.
intuition is simple: we observe a time series X with some intervention (like sales data and we launched a marketing campaign). We want to build a counterfactual: what would the time series have been like without the intervention? We look for ingredients (possibly many time series) to put into a