Does the Behavior Actually Exist?
Market participants often begin with a chart pattern, indicator, or trading setup before establishing whether the underlying behavior is mathematically persistent.
Conventional intraday software typically aggregates market data into fixed timeframes before the analysis begins. That structure can determine how events are segmented, what information is preserved, and what the researcher is able to measure.