{
  "ticker": {
    "uuid": "a0fd8dd9-35a4-4341-8e7a-98638e5a6289",
    "symbol": "2598",
    "name": "Lianlian DigiTech Co., Ltd.",
    "exchange": "HKG",
    "country": "HK",
    "assetType": "equity"
  },
  "methodBoundary": "The primary weekly direction is the sign of the adjusted close-to-close return over 52 completed observations. Shorter horizons and Sharemaestro context describe the state but do not alter that direction.",
  "analysis": {
    "eligible": true,
    "as_of_week": "2026-07-31",
    "latest_close": 4.14,
    "boundary_52": 10.08,
    "returns": {
      "13": -0.274956,
      "26": -0.389381,
      "39": -0.497573,
      "52": -0.589286
    },
    "signs": {
      "13": -1,
      "26": -1,
      "39": -1,
      "52": -1
    },
    "direction": "negative",
    "state": "coherent_negative",
    "state_label": "Negative across all horizons",
    "is_fresh": false,
    "is_near_boundary": false,
    "agreement": 1.0,
    "positive_horizons": 0,
    "aligned_horizons": 4,
    "trend_age_weeks": 15,
    "maturity": "Established",
    "flips_52_weeks": 3,
    "annualized_volatility": 0.44214,
    "volatility_stability": 0.8128,
    "risk_scale": 0.2262,
    "current_regime": {
      "move": -0.307692,
      "interruption": 0.062657,
      "interruption_label": "Largest rebound inside regime"
    },
    "research_priority": 88.269,
    "interpretation": {
      "label": "Negative across all horizons",
      "headline": "All four measured horizons are negative",
      "body": "The 13, 26, 39 and 52-week readings point in the same direction, giving the current regime unusually broad horizon agreement.",
      "age_context": "The current 52-week regime has lasted 15 completed weeks.",
      "boundary_context": "The latest close is 58.9% below the decision boundary.",
      "stability_context": "The primary signal changed direction 3 times during the last 52 completed weeks."
    },
    "persistence_path": [
      {
        "week": "2025-03-28",
        "close": 7.2,
        "boundary": 9.422213,
        "return_52": -0.235848,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.889735
      },
      {
        "week": "2025-04-04",
        "close": 6.44,
        "boundary": 9.871366,
        "return_52": -0.347608,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.899935
      },
      {
        "week": "2025-04-11",
        "close": 6.13,
        "boundary": 9.721647,
        "return_52": -0.369448,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.895286
      },
      {
        "week": "2025-04-18",
        "close": 6.07,
        "boundary": 9.4821,
        "return_52": -0.359846,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.894906
      },
      {
        "week": "2025-04-25",
        "close": 6.02,
        "boundary": 9.681723,
        "return_52": -0.37821,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.894448
      },
      {
        "week": "2025-05-02",
        "close": 7.49,
        "boundary": 9.661761,
        "return_52": -0.224779,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.952952
      },
      {
        "week": "2025-05-09",
        "close": 6.04,
        "boundary": 9.462137,
        "return_52": -0.361666,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.994233
      },
      {
        "week": "2025-05-16",
        "close": 6.0,
        "boundary": 9.4821,
        "return_52": -0.367229,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.994304
      },
      {
        "week": "2025-05-23",
        "close": 7.46,
        "boundary": 9.4821,
        "return_52": -0.213254,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 1.046414
      },
      {
        "week": "2025-05-30",
        "close": 10.02,
        "boundary": 9.881346,
        "return_52": 0.014032,
        "direction": "positive",
        "agreement": 0.75,
        "volatility": 1.119231
      },
      {
        "week": "2025-06-06",
        "close": 8.96,
        "boundary": 9.512043,
        "return_52": -0.058036,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 1.12473
      },
      {
        "week": "2025-06-13",
        "close": 9.24,
        "boundary": 9.5,
        "return_52": -0.027368,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 1.125324
      },
      {
        "week": "2025-06-20",
        "close": 9.44,
        "boundary": 9.49,
        "return_52": -0.005269,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 1.125506
      },
      {
        "week": "2025-06-27",
        "close": 10.54,
        "boundary": 9.42,
        "return_52": 0.118896,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.135119
      },
      {
        "week": "2025-07-04",
        "close": 10.08,
        "boundary": 9.45,
        "return_52": 0.066667,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.137205
      },
      {
        "week": "2025-07-11",
        "close": 11.4,
        "boundary": 9.7,
        "return_52": 0.175258,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.148597
      },
      {
        "week": "2025-07-18",
        "close": 13.82,
        "boundary": 9.5,
        "return_52": 0.454737,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.174932
      },
      {
        "week": "2025-07-25",
        "close": 12.5,
        "boundary": 9.51,
        "return_52": 0.314406,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.170124
      },
      {
        "week": "2025-08-01",
        "close": 10.08,
        "boundary": 9.56,
        "return_52": 0.054393,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.209739
      },
      {
        "week": "2025-08-08",
        "close": 9.95,
        "boundary": 9.5,
        "return_52": 0.047368,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.209713
      },
      {
        "week": "2025-08-15",
        "close": 10.08,
        "boundary": 9.48,
        "return_52": 0.063291,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.2086
      },
      {
        "week": "2025-08-22",
        "close": 11.25,
        "boundary": 9.19,
        "return_52": 0.224157,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.216451
      },
      {
        "week": "2025-08-29",
        "close": 11.48,
        "boundary": 9.56,
        "return_52": 0.200837,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.216439
      },
      {
        "week": "2025-09-05",
        "close": 10.81,
        "boundary": 9.49,
        "return_52": 0.139094,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.219867
      },
      {
        "week": "2025-09-12",
        "close": 10.02,
        "boundary": 9.43,
        "return_52": 0.062566,
        "direction": "positive",
        "agreement": 1.0,
        "volatility": 1.22478
      },
      {
        "week": "2025-09-19",
        "close": 9.73,
        "boundary": 9.08,
        "return_52": 0.071586,
        "direction": "positive",
        "agreement": 0.75,
        "volatility": 1.14819
      },
      {
        "week": "2025-09-26",
        "close": 9.08,
        "boundary": 9.08,
        "return_52": 0.0,
        "direction": "neutral",
        "agreement": 0,
        "volatility": 0.901082
      },
      {
        "week": "2025-10-03",
        "close": 9.3,
        "boundary": 9.25,
        "return_52": 0.005405,
        "direction": "positive",
        "agreement": 0.75,
        "volatility": 0.884285
      },
      {
        "week": "2025-10-10",
        "close": 8.67,
        "boundary": 9.79,
        "return_52": -0.114402,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.887737
      },
      {
        "week": "2025-10-17",
        "close": 7.99,
        "boundary": 9.81,
        "return_52": -0.185525,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.897029
      },
      {
        "week": "2025-10-24",
        "close": 7.9,
        "boundary": 9.85,
        "return_52": -0.19797,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.897167
      },
      {
        "week": "2025-10-31",
        "close": 8.24,
        "boundary": 9.9,
        "return_52": -0.167677,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.847333
      },
      {
        "week": "2025-11-07",
        "close": 7.85,
        "boundary": 9.65,
        "return_52": -0.186528,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.790885
      },
      {
        "week": "2025-11-14",
        "close": 8.27,
        "boundary": 9.55,
        "return_52": -0.134031,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.792596
      },
      {
        "week": "2025-11-21",
        "close": 6.68,
        "boundary": 9.3,
        "return_52": -0.28172,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.794669
      },
      {
        "week": "2025-11-28",
        "close": 6.85,
        "boundary": 10.28,
        "return_52": -0.333658,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.669694
      },
      {
        "week": "2025-12-05",
        "close": 6.55,
        "boundary": 9.5,
        "return_52": -0.310526,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.656562
      },
      {
        "week": "2025-12-12",
        "close": 6.56,
        "boundary": 9.31,
        "return_52": -0.295381,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.653994
      },
      {
        "week": "2025-12-19",
        "close": 6.45,
        "boundary": 9.46,
        "return_52": -0.318182,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.652097
      },
      {
        "week": "2025-12-26",
        "close": 6.56,
        "boundary": 9.23,
        "return_52": -0.289274,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.628782
      },
      {
        "week": "2026-01-02",
        "close": 6.76,
        "boundary": 9.29,
        "return_52": -0.272336,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.631036
      },
      {
        "week": "2026-01-09",
        "close": 6.94,
        "boundary": 9.1,
        "return_52": -0.237363,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.602188
      },
      {
        "week": "2026-01-16",
        "close": 6.8,
        "boundary": 8.85,
        "return_52": -0.231638,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.519235
      },
      {
        "week": "2026-01-23",
        "close": 7.04,
        "boundary": 10.26,
        "return_52": -0.31384,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.514966
      },
      {
        "week": "2026-01-30",
        "close": 6.78,
        "boundary": 10.0,
        "return_52": -0.322,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.434371
      },
      {
        "week": "2026-02-06",
        "close": 6.26,
        "boundary": 9.86,
        "return_52": -0.365112,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.443459
      },
      {
        "week": "2026-02-13",
        "close": 6.9,
        "boundary": 9.5,
        "return_52": -0.273684,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.469826
      },
      {
        "week": "2026-02-20",
        "close": 7.54,
        "boundary": 9.19,
        "return_52": -0.179543,
        "direction": "negative",
        "agreement": 0.5,
        "volatility": 0.459443
      },
      {
        "week": "2026-02-27",
        "close": 7.4,
        "boundary": 9.15,
        "return_52": -0.191257,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.456569
      },
      {
        "week": "2026-03-06",
        "close": 6.89,
        "boundary": 9.03,
        "return_52": -0.236988,
        "direction": "negative",
        "agreement": 0.75,
        "volatility": 0.458966
      },
      {
        "week": "2026-03-13",
        "close": 6.44,
        "boundary": 8.85,
        "return_52": -0.272316,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.456977
      },
      {
        "week": "2026-03-20",
        "close": 6.1,
        "boundary": 11.96,
        "return_52": -0.489967,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.459617
      },
      {
        "week": "2026-03-27",
        "close": 5.98,
        "boundary": 7.2,
        "return_52": -0.169444,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.453685
      },
      {
        "week": "2026-04-03",
        "close": 5.69,
        "boundary": 6.44,
        "return_52": -0.11646,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.45219
      },
      {
        "week": "2026-04-10",
        "close": 6.58,
        "boundary": 6.13,
        "return_52": 0.073409,
        "direction": "positive",
        "agreement": 0.25,
        "volatility": 0.499589
      },
      {
        "week": "2026-04-17",
        "close": 6.3,
        "boundary": 6.07,
        "return_52": 0.037891,
        "direction": "positive",
        "agreement": 0.25,
        "volatility": 0.491464
      },
      {
        "week": "2026-04-24",
        "close": 5.98,
        "boundary": 6.02,
        "return_52": -0.006645,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.495071
      },
      {
        "week": "2026-05-01",
        "close": 5.71,
        "boundary": 7.49,
        "return_52": -0.23765,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.491354
      },
      {
        "week": "2026-05-08",
        "close": 5.97,
        "boundary": 6.04,
        "return_52": -0.011589,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.495253
      },
      {
        "week": "2026-05-15",
        "close": 5.66,
        "boundary": 6.0,
        "return_52": -0.056667,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.490135
      },
      {
        "week": "2026-05-22",
        "close": 5.49,
        "boundary": 7.46,
        "return_52": -0.264075,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.398766
      },
      {
        "week": "2026-05-29",
        "close": 5.04,
        "boundary": 10.02,
        "return_52": -0.497006,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.409997
      },
      {
        "week": "2026-06-05",
        "close": 4.76,
        "boundary": 8.96,
        "return_52": -0.46875,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.412341
      },
      {
        "week": "2026-06-12",
        "close": 4.5,
        "boundary": 9.24,
        "return_52": -0.512987,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.416222
      },
      {
        "week": "2026-06-19",
        "close": 4.5,
        "boundary": 9.44,
        "return_52": -0.523305,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.416686
      },
      {
        "week": "2026-06-26",
        "close": 3.99,
        "boundary": 10.54,
        "return_52": -0.621442,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.439257
      },
      {
        "week": "2026-07-03",
        "close": 4.22,
        "boundary": 10.08,
        "return_52": -0.581349,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.4465
      },
      {
        "week": "2026-07-10",
        "close": 4.24,
        "boundary": 11.4,
        "return_52": -0.62807,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.443202
      },
      {
        "week": "2026-07-17",
        "close": 4.24,
        "boundary": 13.82,
        "return_52": -0.693198,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.443971
      },
      {
        "week": "2026-07-24",
        "close": 4.05,
        "boundary": 12.5,
        "return_52": -0.676,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.438813
      },
      {
        "week": "2026-07-31",
        "close": 4.14,
        "boundary": 10.08,
        "return_52": -0.589286,
        "direction": "negative",
        "agreement": 1.0,
        "volatility": 0.44214
      }
    ],
    "price_series": [
      {
        "week": "2024-03-29",
        "open": 9.781535,
        "high": 9.891327,
        "low": 9.262514,
        "close": 9.422213,
        "volume": 15429700
      },
      {
        "week": "2024-04-05",
        "open": 9.182665,
        "high": 10.200744,
        "low": 8.583796,
        "close": 9.871366,
        "volume": 5782400
      },
      {
        "week": "2024-04-12",
        "open": 9.871365,
        "high": 9.91129,
        "low": 9.382288,
        "close": 9.721647,
        "volume": 2540000
      },
      {
        "week": "2024-04-19",
        "open": 9.721648,
        "high": 9.731628,
        "low": 9.262514,
        "close": 9.4821,
        "volume": 1739500
      },
      {
        "week": "2024-04-26",
        "open": 9.581912,
        "high": 9.731629,
        "low": 9.172684,
        "close": 9.681723,
        "volume": 1643000
      },
      {
        "week": "2024-05-03",
        "open": 9.601873,
        "high": 9.731628,
        "low": 9.332383,
        "close": 9.661761,
        "volume": 1656500
      },
      {
        "week": "2024-05-10",
        "open": 9.661761,
        "high": 9.671741,
        "low": 9.302438,
        "close": 9.462137,
        "volume": 1333000
      },
      {
        "week": "2024-05-17",
        "open": 9.382288,
        "high": 9.522024,
        "low": 9.062891,
        "close": 9.4821,
        "volume": 1263674
      },
      {
        "week": "2024-05-24",
        "open": 9.492082,
        "high": 9.631817,
        "low": 9.382288,
        "close": 9.4821,
        "volume": 796000
      },
      {
        "week": "2024-05-31",
        "open": 9.462137,
        "high": 10.08097,
        "low": 9.292458,
        "close": 9.881346,
        "volume": 2049674
      },
      {
        "week": "2024-06-07",
        "open": 10.041045,
        "high": 10.041045,
        "low": 9.232571,
        "close": 9.512043,
        "volume": 1545000
      },
      {
        "week": "2024-06-14",
        "open": 9.581912,
        "high": 9.581912,
        "low": 9.40225,
        "close": 9.5,
        "volume": 1045000
      },
      {
        "week": "2024-06-21",
        "open": 9.52,
        "high": 9.76,
        "low": 9.42,
        "close": 9.49,
        "volume": 1325500
      },
      {
        "week": "2024-06-28",
        "open": 9.47,
        "high": 9.56,
        "low": 9.34,
        "close": 9.42,
        "volume": 1443100
      },
      {
        "week": "2024-07-05",
        "open": 9.4,
        "high": 9.55,
        "low": 9.1,
        "close": 9.45,
        "volume": 999000
      },
      {
        "week": "2024-07-12",
        "open": 9.45,
        "high": 9.84,
        "low": 9.3,
        "close": 9.7,
        "volume": 1435500
      },
      {
        "week": "2024-07-19",
        "open": 9.66,
        "high": 9.79,
        "low": 9.42,
        "close": 9.5,
        "volume": 816500
      },
      {
        "week": "2024-07-26",
        "open": 9.58,
        "high": 9.63,
        "low": 9.4,
        "close": 9.51,
        "volume": 589500
      },
      {
        "week": "2024-08-02",
        "open": 9.51,
        "high": 9.61,
        "low": 9.45,
        "close": 9.56,
        "volume": 816000
      },
      {
        "week": "2024-08-09",
        "open": 9.57,
        "high": 9.57,
        "low": 9.31,
        "close": 9.5,
        "volume": 1360500
      },
      {
        "week": "2024-08-16",
        "open": 9.54,
        "high": 9.55,
        "low": 9.38,
        "close": 9.48,
        "volume": 1319000
      },
      {
        "week": "2024-08-23",
        "open": 9.59,
        "high": 9.59,
        "low": 9.1,
        "close": 9.19,
        "volume": 723000
      },
      {
        "week": "2024-08-30",
        "open": 9.1,
        "high": 9.56,
        "low": 8.9,
        "close": 9.56,
        "volume": 860500
      },
      {
        "week": "2024-09-06",
        "open": 9.57,
        "high": 9.57,
        "low": 9.39,
        "close": 9.49,
        "volume": 942000
      },
      {
        "week": "2024-09-13",
        "open": 9.51,
        "high": 9.55,
        "low": 9.3,
        "close": 9.43,
        "volume": 1120000
      },
      {
        "week": "2024-09-20",
        "open": 9.41,
        "high": 9.48,
        "low": 9.0,
        "close": 9.08,
        "volume": 570500
      },
      {
        "week": "2024-09-27",
        "open": 9.14,
        "high": 9.39,
        "low": 8.89,
        "close": 9.08,
        "volume": 518000
      },
      {
        "week": "2024-10-04",
        "open": 9.0,
        "high": 9.48,
        "low": 8.51,
        "close": 9.25,
        "volume": 1324500
      },
      {
        "week": "2024-10-11",
        "open": 9.25,
        "high": 10.88,
        "low": 9.25,
        "close": 9.79,
        "volume": 2060014
      },
      {
        "week": "2024-10-18",
        "open": 9.81,
        "high": 10.0,
        "low": 9.52,
        "close": 9.81,
        "volume": 1295500
      },
      {
        "week": "2024-10-25",
        "open": 10.1,
        "high": 10.38,
        "low": 9.73,
        "close": 9.85,
        "volume": 1234514
      },
      {
        "week": "2024-11-01",
        "open": 10.0,
        "high": 10.22,
        "low": 9.2,
        "close": 9.9,
        "volume": 965000
      },
      {
        "week": "2024-11-08",
        "open": 10.16,
        "high": 10.16,
        "low": 9.0,
        "close": 9.65,
        "volume": 1110000
      },
      {
        "week": "2024-11-15",
        "open": 9.78,
        "high": 9.78,
        "low": 9.14,
        "close": 9.55,
        "volume": 1081500
      },
      {
        "week": "2024-11-22",
        "open": 9.54,
        "high": 9.54,
        "low": 9.07,
        "close": 9.3,
        "volume": 930500
      },
      {
        "week": "2024-11-29",
        "open": 9.46,
        "high": 10.28,
        "low": 9.1,
        "close": 10.28,
        "volume": 524500
      },
      {
        "week": "2024-12-06",
        "open": 10.2,
        "high": 10.2,
        "low": 9.32,
        "close": 9.5,
        "volume": 1081000
      },
      {
        "week": "2024-12-13",
        "open": 9.5,
        "high": 9.82,
        "low": 9.31,
        "close": 9.31,
        "volume": 895500
      },
      {
        "week": "2024-12-20",
        "open": 9.4,
        "high": 9.66,
        "low": 9.03,
        "close": 9.46,
        "volume": 1024500
      },
      {
        "week": "2024-12-27",
        "open": 9.45,
        "high": 9.48,
        "low": 9.22,
        "close": 9.23,
        "volume": 280000
      },
      {
        "week": "2025-01-03",
        "open": 9.26,
        "high": 9.54,
        "low": 9.21,
        "close": 9.29,
        "volume": 563000
      },
      {
        "week": "2025-01-10",
        "open": 9.4,
        "high": 9.4,
        "low": 8.85,
        "close": 9.1,
        "volume": 1051500
      },
      {
        "week": "2025-01-17",
        "open": 9.09,
        "high": 9.2,
        "low": 8.8,
        "close": 8.85,
        "volume": 1096000
      },
      {
        "week": "2025-01-24",
        "open": 8.85,
        "high": 10.48,
        "low": 8.19,
        "close": 10.26,
        "volume": 6334500
      },
      {
        "week": "2025-01-31",
        "open": 10.2,
        "high": 10.34,
        "low": 10.0,
        "close": 10.0,
        "volume": 1182500
      },
      {
        "week": "2025-02-07",
        "open": 10.08,
        "high": 10.38,
        "low": 9.58,
        "close": 9.86,
        "volume": 12890000
      },
      {
        "week": "2025-02-14",
        "open": 10.0,
        "high": 10.22,
        "low": 6.66,
        "close": 9.5,
        "volume": 3195500
      },
      {
        "week": "2025-02-21",
        "open": 9.5,
        "high": 9.85,
        "low": 9.0,
        "close": 9.19,
        "volume": 1186000
      },
      {
        "week": "2025-02-28",
        "open": 8.31,
        "high": 9.29,
        "low": 8.31,
        "close": 9.15,
        "volume": 762000
      },
      {
        "week": "2025-03-07",
        "open": 9.2,
        "high": 9.2,
        "low": 8.22,
        "close": 9.03,
        "volume": 822100
      },
      {
        "week": "2025-03-14",
        "open": 9.01,
        "high": 9.11,
        "low": 8.5,
        "close": 8.85,
        "volume": 555500
      },
      {
        "week": "2025-03-21",
        "open": 8.79,
        "high": 11.96,
        "low": 8.66,
        "close": 11.96,
        "volume": 3367000
      },
      {
        "week": "2025-03-28",
        "open": 11.96,
        "high": 12.1,
        "low": 7.18,
        "close": 7.2,
        "volume": 18314041
      },
      {
        "week": "2025-04-04",
        "open": 6.84,
        "high": 7.35,
        "low": 6.31,
        "close": 6.44,
        "volume": 4423500
      },
      {
        "week": "2025-04-11",
        "open": 6.37,
        "high": 6.58,
        "low": 5.5,
        "close": 6.13,
        "volume": 1010000
      },
      {
        "week": "2025-04-18",
        "open": 6.18,
        "high": 6.62,
        "low": 5.99,
        "close": 6.07,
        "volume": 950000
      },
      {
        "week": "2025-04-25",
        "open": 6.5,
        "high": 6.76,
        "low": 5.97,
        "close": 6.02,
        "volume": 1003000
      },
      {
        "week": "2025-05-02",
        "open": 6.25,
        "high": 7.99,
        "low": 6.07,
        "close": 7.49,
        "volume": 1277000
      },
      {
        "week": "2025-05-09",
        "open": 7.0,
        "high": 7.0,
        "low": 5.95,
        "close": 6.04,
        "volume": 2233987
      },
      {
        "week": "2025-05-16",
        "open": 6.1,
        "high": 6.55,
        "low": 5.9,
        "close": 6.0,
        "volume": 5037000
      },
      {
        "week": "2025-05-23",
        "open": 6.1,
        "high": 7.69,
        "low": 5.98,
        "close": 7.46,
        "volume": 7038000
      },
      {
        "week": "2025-05-30",
        "open": 7.46,
        "high": 11.2,
        "low": 6.85,
        "close": 10.02,
        "volume": 17552400
      },
      {
        "week": "2025-06-06",
        "open": 11.02,
        "high": 18.0,
        "low": 8.95,
        "close": 8.96,
        "volume": 134605913
      },
      {
        "week": "2025-06-13",
        "open": 9.25,
        "high": 9.71,
        "low": 8.15,
        "close": 9.24,
        "volume": 97330800
      },
      {
        "week": "2025-06-20",
        "open": 9.99,
        "high": 11.8,
        "low": 9.34,
        "close": 9.44,
        "volume": 141209792
      },
      {
        "week": "2025-06-27",
        "open": 9.5,
        "high": 11.5,
        "low": 9.44,
        "close": 10.54,
        "volume": 124939560
      },
      {
        "week": "2025-07-04",
        "open": 10.6,
        "high": 11.12,
        "low": 9.85,
        "close": 10.08,
        "volume": 41305900
      },
      {
        "week": "2025-07-11",
        "open": 10.12,
        "high": 11.9,
        "low": 9.8,
        "close": 11.4,
        "volume": 90557758
      },
      {
        "week": "2025-07-18",
        "open": 10.92,
        "high": 15.3,
        "low": 10.68,
        "close": 13.82,
        "volume": 171169536
      },
      {
        "week": "2025-07-25",
        "open": 13.84,
        "high": 14.12,
        "low": 12.02,
        "close": 12.5,
        "volume": 87187242
      },
      {
        "week": "2025-08-01",
        "open": 12.66,
        "high": 13.52,
        "low": 10.0,
        "close": 10.08,
        "volume": 80830320
      },
      {
        "week": "2025-08-08",
        "open": 10.1,
        "high": 10.62,
        "low": 9.66,
        "close": 9.95,
        "volume": 37108231
      },
      {
        "week": "2025-08-15",
        "open": 9.98,
        "high": 10.65,
        "low": 9.6,
        "close": 10.08,
        "volume": 41900820
      },
      {
        "week": "2025-08-22",
        "open": 10.08,
        "high": 11.45,
        "low": 10.08,
        "close": 11.25,
        "volume": 42838642
      },
      {
        "week": "2025-08-29",
        "open": 11.4,
        "high": 11.88,
        "low": 10.96,
        "close": 11.48,
        "volume": 43016668
      },
      {
        "week": "2025-09-05",
        "open": 11.76,
        "high": 11.8,
        "low": 10.4,
        "close": 10.81,
        "volume": 25643246
      },
      {
        "week": "2025-09-12",
        "open": 11.0,
        "high": 11.0,
        "low": 10.0,
        "close": 10.02,
        "volume": 30416163
      },
      {
        "week": "2025-09-19",
        "open": 10.0,
        "high": 10.24,
        "low": 9.5,
        "close": 9.73,
        "volume": 27367930
      },
      {
        "week": "2025-09-26",
        "open": 9.73,
        "high": 9.86,
        "low": 9.0,
        "close": 9.08,
        "volume": 21759360
      },
      {
        "week": "2025-10-03",
        "open": 9.08,
        "high": 9.58,
        "low": 8.7,
        "close": 9.3,
        "volume": 18790503
      },
      {
        "week": "2025-10-10",
        "open": 9.34,
        "high": 9.38,
        "low": 8.65,
        "close": 8.67,
        "volume": 12036331
      },
      {
        "week": "2025-10-17",
        "open": 8.35,
        "high": 8.89,
        "low": 7.98,
        "close": 7.99,
        "volume": 15727507
      },
      {
        "week": "2025-10-24",
        "open": 7.99,
        "high": 8.25,
        "low": 7.62,
        "close": 7.9,
        "volume": 10967207
      },
      {
        "week": "2025-10-31",
        "open": 7.9,
        "high": 8.4,
        "low": 7.85,
        "close": 8.24,
        "volume": 10988988
      },
      {
        "week": "2025-11-07",
        "open": 8.28,
        "high": 8.42,
        "low": 7.73,
        "close": 7.85,
        "volume": 9515487
      },
      {
        "week": "2025-11-14",
        "open": 7.88,
        "high": 8.66,
        "low": 7.88,
        "close": 8.27,
        "volume": 12645487
      },
      {
        "week": "2025-11-21",
        "open": 8.26,
        "high": 8.31,
        "low": 6.59,
        "close": 6.68,
        "volume": 23976313
      },
      {
        "week": "2025-11-28",
        "open": 6.6,
        "high": 6.99,
        "low": 6.6,
        "close": 6.85,
        "volume": 7181671
      },
      {
        "week": "2025-12-05",
        "open": 6.84,
        "high": 6.85,
        "low": 6.44,
        "close": 6.55,
        "volume": 7123952
      },
      {
        "week": "2025-12-12",
        "open": 6.55,
        "high": 6.65,
        "low": 6.31,
        "close": 6.56,
        "volume": 6306443
      },
      {
        "week": "2025-12-19",
        "open": 6.56,
        "high": 6.6,
        "low": 6.15,
        "close": 6.45,
        "volume": 7040511
      },
      {
        "week": "2025-12-26",
        "open": 6.56,
        "high": 6.72,
        "low": 6.43,
        "close": 6.56,
        "volume": 2855981
      },
      {
        "week": "2026-01-02",
        "open": 6.66,
        "high": 6.89,
        "low": 6.5,
        "close": 6.76,
        "volume": 8486459
      },
      {
        "week": "2026-01-09",
        "open": 6.8,
        "high": 7.38,
        "low": 6.68,
        "close": 6.94,
        "volume": 10376671
      },
      {
        "week": "2026-01-16",
        "open": 6.96,
        "high": 7.25,
        "low": 6.75,
        "close": 6.8,
        "volume": 10654446
      },
      {
        "week": "2026-01-23",
        "open": 6.76,
        "high": 7.13,
        "low": 6.7,
        "close": 7.04,
        "volume": 5824451
      },
      {
        "week": "2026-01-30",
        "open": 7.04,
        "high": 7.1,
        "low": 6.55,
        "close": 6.78,
        "volume": 8405143
      },
      {
        "week": "2026-02-06",
        "open": 6.7,
        "high": 6.7,
        "low": 6.2,
        "close": 6.26,
        "volume": 7285872
      },
      {
        "week": "2026-02-13",
        "open": 6.33,
        "high": 7.44,
        "low": 6.27,
        "close": 6.9,
        "volume": 13171466
      },
      {
        "week": "2026-02-20",
        "open": 7.34,
        "high": 7.75,
        "low": 7.11,
        "close": 7.54,
        "volume": 4138907
      },
      {
        "week": "2026-02-27",
        "open": 7.54,
        "high": 7.8,
        "low": 6.9,
        "close": 7.4,
        "volume": 13146267
      },
      {
        "week": "2026-03-06",
        "open": 7.35,
        "high": 7.35,
        "low": 6.66,
        "close": 6.89,
        "volume": 7935247
      },
      {
        "week": "2026-03-13",
        "open": 6.66,
        "high": 7.09,
        "low": 6.26,
        "close": 6.44,
        "volume": 9558451
      },
      {
        "week": "2026-03-20",
        "open": 6.64,
        "high": 6.85,
        "low": 6.1,
        "close": 6.1,
        "volume": 6493100
      },
      {
        "week": "2026-03-27",
        "open": 6.1,
        "high": 6.19,
        "low": 5.29,
        "close": 5.98,
        "volume": 13133900
      },
      {
        "week": "2026-04-03",
        "open": 5.98,
        "high": 6.16,
        "low": 5.22,
        "close": 5.69,
        "volume": 13836895
      },
      {
        "week": "2026-04-10",
        "open": 5.77,
        "high": 7.05,
        "low": 5.72,
        "close": 6.58,
        "volume": 11323230
      },
      {
        "week": "2026-04-17",
        "open": 6.2,
        "high": 6.38,
        "low": 5.96,
        "close": 6.3,
        "volume": 9642245
      },
      {
        "week": "2026-04-24",
        "open": 6.3,
        "high": 6.37,
        "low": 5.9,
        "close": 5.98,
        "volume": 5484160
      },
      {
        "week": "2026-05-01",
        "open": 6.08,
        "high": 6.15,
        "low": 5.63,
        "close": 5.71,
        "volume": 3827731
      },
      {
        "week": "2026-05-08",
        "open": 5.71,
        "high": 6.08,
        "low": 5.65,
        "close": 5.97,
        "volume": 10393879
      },
      {
        "week": "2026-05-15",
        "open": 5.91,
        "high": 6.1,
        "low": 5.64,
        "close": 5.66,
        "volume": 7394151
      },
      {
        "week": "2026-05-22",
        "open": 5.66,
        "high": 5.66,
        "low": 5.26,
        "close": 5.49,
        "volume": 9624598
      },
      {
        "week": "2026-05-29",
        "open": 5.45,
        "high": 5.45,
        "low": 5.04,
        "close": 5.04,
        "volume": 6931793
      },
      {
        "week": "2026-06-05",
        "open": 4.98,
        "high": 5.05,
        "low": 4.74,
        "close": 4.76,
        "volume": 1340983
      },
      {
        "week": "2026-06-12",
        "open": 4.4,
        "high": 4.55,
        "low": 4.4,
        "close": 4.5,
        "volume": 1175812
      },
      {
        "week": "2026-06-19",
        "open": 4.5,
        "high": 4.73,
        "low": 4.42,
        "close": 4.5,
        "volume": 5359626
      },
      {
        "week": "2026-06-26",
        "open": 4.01,
        "high": 4.08,
        "low": 3.84,
        "close": 3.99,
        "volume": 1531500
      },
      {
        "week": "2026-07-03",
        "open": 3.99,
        "high": 4.31,
        "low": 3.94,
        "close": 4.22,
        "volume": 4526500
      },
      {
        "week": "2026-07-10",
        "open": 4.23,
        "high": 4.46,
        "low": 4.13,
        "close": 4.24,
        "volume": 5834883
      },
      {
        "week": "2026-07-17",
        "open": 4.25,
        "high": 4.48,
        "low": 4.05,
        "close": 4.24,
        "volume": 6716129
      },
      {
        "week": "2026-07-24",
        "open": 4.33,
        "high": 4.5,
        "low": 4.05,
        "close": 4.05,
        "volume": 2801703
      },
      {
        "week": "2026-07-31",
        "open": 4.05,
        "high": 4.19,
        "low": 3.98,
        "close": 4.14,
        "volume": 2889625
      }
    ],
    "sharemaestro_context": {
      "trend": 5.737667,
      "fair_value": 8.297647,
      "market_activity": -75.94199,
      "market_dynamics": -1.374638,
      "relative_strength": -40.349854
    },
    "historical_outcomes": [
      {
        "weeks": 4,
        "sample_count": 10,
        "median_return": -0.006346,
        "best_return": 0.265416,
        "worst_return": -0.180328,
        "directional_hit_rate": 0.5,
        "regime_survival_rate": 0.9,
        "unconditional_median": -0.034431,
        "conditional_difference": 0.028085,
        "sufficient": true
      },
      {
        "weeks": 13,
        "sample_count": 3,
        "median_return": 0.128743,
        "best_return": 0.463889,
        "worst_return": -0.301242,
        "directional_hit_rate": 0.3333,
        "regime_survival_rate": 0.6667,
        "unconditional_median": -0.161972,
        "conditional_difference": 0.290714,
        "sufficient": false
      },
      {
        "weeks": 26,
        "sample_count": 2,
        "median_return": 0.041484,
        "best_return": 0.261111,
        "worst_return": -0.178144,
        "directional_hit_rate": 0.5,
        "regime_survival_rate": 0.5,
        "unconditional_median": -0.315599,
        "conditional_difference": 0.357082,
        "sufficient": false
      },
      {
        "weeks": 52,
        "sample_count": 1,
        "median_return": -0.169444,
        "best_return": -0.169444,
        "worst_return": -0.169444,
        "directional_hit_rate": 1.0,
        "regime_survival_rate": 1.0,
        "unconditional_median": -0.46875,
        "conditional_difference": 0.299306,
        "sufficient": false
      }
    ],
    "regime_history": [
      {
        "direction": "negative",
        "start": "2025-03-28",
        "start_index": 52,
        "start_price": 7.2,
        "end": "2025-05-23",
        "end_index": 60,
        "weeks": 9,
        "return": 0.036111
      },
      {
        "direction": "positive",
        "start": "2025-05-30",
        "start_index": 61,
        "start_price": 10.02,
        "end": "2025-05-30",
        "end_index": 61,
        "weeks": 1,
        "return": 0.0
      },
      {
        "direction": "negative",
        "start": "2025-06-06",
        "start_index": 62,
        "start_price": 8.96,
        "end": "2025-06-20",
        "end_index": 64,
        "weeks": 3,
        "return": 0.053571
      },
      {
        "direction": "positive",
        "start": "2025-06-27",
        "start_index": 65,
        "start_price": 10.54,
        "end": "2025-09-19",
        "end_index": 77,
        "weeks": 13,
        "return": -0.07685
      },
      {
        "direction": "neutral",
        "start": "2025-09-26",
        "start_index": 78,
        "start_price": 9.08,
        "end": "2025-09-26",
        "end_index": 78,
        "weeks": 1,
        "return": 0.0
      },
      {
        "direction": "positive",
        "start": "2025-10-03",
        "start_index": 79,
        "start_price": 9.3,
        "end": "2025-10-03",
        "end_index": 79,
        "weeks": 1,
        "return": 0.0
      },
      {
        "direction": "negative",
        "start": "2025-10-10",
        "start_index": 80,
        "start_price": 8.67,
        "end": "2026-04-03",
        "end_index": 105,
        "weeks": 26,
        "return": -0.343714
      },
      {
        "direction": "positive",
        "start": "2026-04-10",
        "start_index": 106,
        "start_price": 6.58,
        "end": "2026-04-17",
        "end_index": 107,
        "weeks": 2,
        "return": -0.042553
      },
      {
        "direction": "negative",
        "start": "2026-04-24",
        "start_index": 108,
        "start_price": 5.98,
        "end": "2026-07-31",
        "end_index": 122,
        "weeks": 15,
        "return": -0.307692
      }
    ],
    "regime_statistics": {
      "completed_regimes": 8,
      "median_duration": 2.5,
      "longest_duration": 26,
      "whipsaw_count": 5
    }
  }
}