Data Science, Artificial Intelligence, Forecasting, Open Data, Finance.
show predictable patterns (e.g., seasonal (a)), but in most cases are either without a clear pattern (b), sporadic ©, or short-lived with rapid ramp-ups and ramp-downs (d). This situation mandates a careful model selection for each time series. Our typical forecasting best practice is thus to: