{ "project": "Open Market Rank Pattern Lab", "methodology_version": "2026-08-12.1", "generated_at": "2026-08-12T19:53:13.032254+00:00", "purpose": "Research conditional future-return distributions after historically similar price shapes; not a price target or trading recommendation.", "source": { "provider": "Yahoo Finance via yfinance", "raw_history_publicly_redistributed": false, "note": "Only derived statistics are published; cached OHLC-derived close histories stay server-side." }, "methodology": { "shape": "z-normalized log-price windows", "candidate_search": "STUMPY MASS distance profile", "rerank": "tslearn Dynamic Time Warping", "windows_days": [ 20, 60, 120 ], "horizons_days": [ 1, 5, 20 ], "max_analogs": 40, "non_overlap": "historical analogue window plus maximum forward horizon must end before the current query window starts", "matched_control": "same instrument; historical windows nearest in simple momentum/volatility feature space; geometry is not used", "random_control": 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