{
  "ticker": {
    "uuid": "26e0bc73-7e70-49d3-901e-71932280bd8a",
    "symbol": "FAN",
    "name": "Volution Group plc",
    "exchange": "LSE",
    "country": "GB",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^FTSE",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 63.488,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 33.581,
    "architecture_energy": 36.316,
    "architecture_maturity": 14.147,
    "architecture_confidence": 68.793,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 46.36,
        "rotation_up": 58.35,
        "upward_expansion": 44.19,
        "deceleration": 25.75,
        "rotation_down": 19.21,
        "downward_expansion": 21.53
      },
      "activity_lines": [
        645.666667,
        630.763636,
        622.185714,
        622.788322
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 693.0,
    "trend_reference": 628.951797,
    "distance_from_trend": 0.101833,
    "trend_direction": "Weakening",
    "fair_value": 539.775759,
    "distance_from_fair_value": 0.283866,
    "fair_value_direction": "Improving",
    "relative_strength": 0.597164,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.079513,
    "excess_performance": 0.013234,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.101833,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.004345,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.283866,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.087601,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.005972,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.081166,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.079513,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.510823,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3656963,
      "relative_activity": 1.721326,
      "balance": 1.510823,
      "dry_up": 1.518829,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.070874,
      "annualized_volatility": 0.373736,
      "from_high_reference": -0.05062,
      "from_low_reference": 0.266997
    },
    "levels": {
      "trend_reference": 628.951797,
      "fair_value_reference": 539.775759,
      "structural_low": 546.962686,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": 0.016515,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": 0.006097,
        "regime_survival": 0.428571,
        "best_return": 0.189297,
        "worst_return": -0.181556,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.077775,
        "positive_rate": 0.777778,
        "directional_follow_through": 0.777778,
        "median_excess_return": 0.037029,
        "regime_survival": 0.222222,
        "best_return": 0.229355,
        "worst_return": -0.270256,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.032653,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.03864,
        "regime_survival": 0.0,
        "best_return": 0.143054,
        "worst_return": -0.215798,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.065777,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.139492,
        "regime_survival": 0.333333,
        "best_return": 0.157688,
        "worst_return": -0.236483,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-17",
        "end": "2025-02-07",
        "tenure": "New",
        "return": -0.034862,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-14",
        "end": "2025-03-21",
        "tenure": "Developing",
        "return": 0.082061,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-28",
        "end": "2025-05-09",
        "tenure": "Developing",
        "return": 0.094718,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-16",
        "end": "2025-05-23",
        "tenure": "New",
        "return": -0.012862,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-30",
        "end": "2025-06-20",
        "tenure": "New",
        "return": -0.034483,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-06-27",
        "end": "2025-07-18",
        "tenure": "New",
        "return": 0.054908,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-25",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": -0.053354,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-12",
        "end": "2025-10-24",
        "tenure": "Developing",
        "return": 0.09221,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-31",
        "end": "2025-11-14",
        "tenure": "New",
        "return": -0.053272,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-21",
        "end": "2026-02-13",
        "tenure": "Established",
        "return": 0.149007,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-20",
        "end": "2026-03-13",
        "tenure": "New",
        "return": -0.153076,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-20",
        "end": "2026-04-03",
        "tenure": "New",
        "return": 0.03,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-10",
        "end": "2026-07-17",
        "tenure": "Established",
        "return": -0.015873,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.091339,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-11",
        "close": 383.982513,
        "volume": 941612,
        "typical_volume": 2957166.2,
        "trend": 399.730083,
        "fair_value": 384.716353,
        "relative_strength": 2.690404,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -7.766306,
        "energy": 10.845663,
        "activity_lines": [
          388.766457,
          382.114463,
          396.291236,
          400.131993
        ]
      },
      {
        "date": "2023-08-18",
        "close": 371.189728,
        "volume": 2420536,
        "typical_volume": 2872210.75,
        "trend": 398.87802,
        "fair_value": 385.981459,
        "relative_strength": 2.757147,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -43.02499,
        "energy": 20.195477,
        "activity_lines": [
          384.062449,
          380.064713,
          392.893635,
          398.290679
        ]
      },
      {
        "date": "2023-08-25",
        "close": 361.395294,
        "volume": 1335603,
        "typical_volume": 2788663.6,
        "trend": 398.232476,
        "fair_value": 387.235014,
        "relative_strength": -1.073071,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -59.724958,
        "energy": 33.493157,
        "activity_lines": [
          375.347388,
          377.208151,
          388.844501,
          395.872439
        ]
      },
      {
        "date": "2023-09-01",
        "close": 379.385101,
        "volume": 1019888,
        "typical_volume": 2635549.5,
        "trend": 398.036685,
        "fair_value": 388.645514,
        "relative_strength": 1.91417,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.686863,
        "energy": 32.726263,
        "activity_lines": [
          374.481211,
          377.891401,
          386.743787,
          394.656479
        ]
      },
      {
        "date": "2023-09-08",
        "close": 356.398132,
        "volume": 1215747,
        "typical_volume": 2580285.4,
        "trend": 397.84085,
        "fair_value": 389.892652,
        "relative_strength": -4.501834,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.054314,
        "energy": 46.386364,
        "activity_lines": [
          367.338594,
          374.158972,
          382.622313,
          391.970121
        ]
      },
      {
        "date": "2023-09-15",
        "close": 359.996094,
        "volume": 1474310,
        "typical_volume": 2519943.65,
        "trend": 397.481791,
        "fair_value": 391.17246,
        "relative_strength": -6.557247,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.007239,
        "energy": 52.225794,
        "activity_lines": [
          363.847241,
          371.473222,
          379.226143,
          389.528524
        ]
      },
      {
        "date": "2023-09-22",
        "close": 361.994995,
        "volume": 1528988,
        "typical_volume": 2505079.4,
        "trend": 397.655735,
        "fair_value": 392.458677,
        "relative_strength": -5.820341,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.075664,
        "energy": 48.021091,
        "activity_lines": [
          362.621283,
          369.020074,
          376.368718,
          387.239053
        ]
      },
      {
        "date": "2023-09-29",
        "close": 361.595154,
        "volume": 2274900,
        "typical_volume": 2541438.05,
        "trend": 397.64979,
        "fair_value": 393.687897,
        "relative_strength": -5.168856,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.92636,
        "energy": 47.211993,
        "activity_lines": [
          361.875026,
          366.457883,
          373.770188,
          384.912564
        ]
      },
      {
        "date": "2023-10-06",
        "close": 364.393585,
        "volume": 1925535,
        "typical_volume": 2513808.3,
        "trend": 396.288033,
        "fair_value": 394.813377,
        "relative_strength": -3.15061,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.95237,
        "energy": 33.204294,
        "activity_lines": [
          362.048256,
          364.906033,
          371.757042,
          382.767002
        ]
      },
      {
        "date": "2023-10-13",
        "close": 374.98764,
        "volume": 3756511,
        "typical_volume": 2592552.1,
        "trend": 394.962942,
        "fair_value": 395.827452,
        "relative_strength": -1.841715,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.660004,
        "energy": 24.011418,
        "activity_lines": [
          366.752272,
          365.930915,
          371.14882,
          381.392784
        ]
      },
      {
        "date": "2023-10-20",
        "close": 339.207886,
        "volume": 4242105,
        "typical_volume": 2676037.85,
        "trend": 392.261141,
        "fair_value": 396.605766,
        "relative_strength": -8.963956,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.979131,
        "energy": 38.114476,
        "activity_lines": [
          358.290403,
          360.781108,
          367.450917,
          377.795683
        ]
      },
      {
        "date": "2023-10-27",
        "close": 350.8013,
        "volume": 2363137,
        "typical_volume": 2749454.85,
        "trend": 389.612642,
        "fair_value": 397.612096,
        "relative_strength": -4.534786,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.622999,
        "energy": 34.450551,
        "activity_lines": [
          355.078886,
          358.553279,
          365.359721,
          375.120855
        ]
      },
      {
        "date": "2023-11-03",
        "close": 383.982513,
        "volume": 2067096,
        "typical_volume": 2632244.1,
        "trend": 388.719815,
        "fair_value": 398.677427,
        "relative_strength": 2.344679,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -28.414336,
        "energy": 16.818253,
        "activity_lines": [
          363.674019,
          362.729096,
          366.780822,
          374.75762
        ]
      },
      {
        "date": "2023-11-10",
        "close": 393.976868,
        "volume": 1540468,
        "typical_volume": 2355713.3,
        "trend": 388.026876,
        "fair_value": 399.774803,
        "relative_strength": 5.601112,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -13.896565,
        "energy": 7.094351,
        "activity_lines": [
          374.108114,
          368.311392,
          369.116644,
          375.096785
        ]
      },
      {
        "date": "2023-11-17",
        "close": 403.971161,
        "volume": 2043210,
        "typical_volume": 2265970.9,
        "trend": 386.934161,
        "fair_value": 400.917034,
        "relative_strength": 5.973252,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 4.881791,
        "energy": 15.795055,
        "activity_lines": [
          385.90142,
          375.445528,
          372.27295,
          376.125449
        ]
      },
      {
        "date": "2023-11-24",
        "close": 393.231873,
        "volume": 1296879,
        "typical_volume": 2171350.35,
        "trend": 385.603402,
        "fair_value": 401.945594,
        "relative_strength": 3.159387,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 15.810414,
        "energy": 24.543157,
        "activity_lines": [
          392.182729,
          379.762101,
          374.282726,
          376.531753
        ]
      },
      {
        "date": "2023-12-01",
        "close": 400.628723,
        "volume": 1778576,
        "typical_volume": 2157143.15,
        "trend": 384.812372,
        "fair_value": 402.938317,
        "relative_strength": 4.28349,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 21.460338,
        "energy": 36.077761,
        "activity_lines": [
          397.328056,
          384.819269,
          376.804433,
          377.501128
        ]
      },
      {
        "date": "2023-12-08",
        "close": 400.228912,
        "volume": 1324305,
        "typical_volume": 1921994.9,
        "trend": 383.868094,
        "fair_value": 403.678716,
        "relative_strength": 3.612215,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 31.493706,
        "energy": 43.391079,
        "activity_lines": [
          399.018284,
          389.101313,
          379.094574,
          378.495744
        ]
      },
      {
        "date": "2023-12-15",
        "close": 428.41684,
        "volume": 4533045,
        "typical_volume": 2060198.4,
        "trend": 383.230438,
        "fair_value": 404.625423,
        "relative_strength": 10.157766,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 44.387081,
        "energy": 47.521762,
        "activity_lines": [
          409.021395,
          397.806003,
          384.016663,
          381.369856
        ]
      },
      {
        "date": "2023-12-22",
        "close": 435.413849,
        "volume": 1806971,
        "typical_volume": 2044471.1,
        "trend": 383.019241,
        "fair_value": 405.623387,
        "relative_strength": 9.958766,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 71.042299,
        "energy": 60.46719,
        "activity_lines": [
          419.060844,
          406.618817,
          389.470641,
          384.736528
        ]
      },
      {
        "date": "2023-12-29",
        "close": 433.414673,
        "volume": 1218009,
        "typical_volume": 2058290.95,
        "trend": 382.641461,
        "fair_value": 406.614941,
        "relative_strength": 8.660423,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.315732,
        "energy": 60.926383,
        "activity_lines": [
          426.337722,
          413.969486,
          394.533094,
          387.987846
        ]
      },
      {
        "date": "2024-01-05",
        "close": 411.424133,
        "volume": 649013,
        "typical_volume": 1969714.8,
        "trend": 382.196953,
        "fair_value": 407.427104,
        "relative_strength": 3.620687,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 59.879101,
        "energy": 55.009843,
        "activity_lines": [
          423.605566,
          415.609025,
          397.26582,
          389.844793
        ]
      },
      {
        "date": "2024-01-12",
        "close": 416.421967,
        "volume": 749735,
        "typical_volume": 1940421.4,
        "trend": 383.538123,
        "fair_value": 408.303325,
        "relative_strength": 5.633233,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.457482,
        "energy": 40.558109,
        "activity_lines": [
          421.819662,
          417.055027,
          400.282937,
          392.052858
        ]
      },
      {
        "date": "2024-01-19",
        "close": 408.225464,
        "volume": 1026222,
        "typical_volume": 1940738.1,
        "trend": 384.932556,
        "fair_value": 408.973306,
        "relative_strength": 5.672637,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 42.487594,
        "energy": 27.077308,
        "activity_lines": [
          416.222052,
          416.420948,
          402.257403,
          393.64559
        ]
      },
      {
        "date": "2024-01-26",
        "close": 420.220367,
        "volume": 691250,
        "typical_volume": 1914513.25,
        "trend": 386.340372,
        "fair_value": 409.797028,
        "relative_strength": 6.073476,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 42.085708,
        "energy": 23.337002,
        "activity_lines": [
          415.968835,
          417.708695,
          405.236906,
          395.922223
        ]
      },
      {
        "date": "2024-02-02",
        "close": 428.017029,
        "volume": 1105185,
        "typical_volume": 1896057.0,
        "trend": 388.847601,
        "fair_value": 410.497816,
        "relative_strength": 8.021433,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 47.108343,
        "energy": 27.112926,
        "activity_lines": [
          419.327405,
          420.118576,
          408.655033,
          398.61104
        ]
      },
      {
        "date": "2024-02-09",
        "close": 424.618439,
        "volume": 1379782,
        "typical_volume": 1888596.7,
        "trend": 391.00168,
        "fair_value": 411.093565,
        "relative_strength": 7.369441,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 52.381883,
        "energy": 29.642694,
        "activity_lines": [
          421.912954,
          421.278075,
          411.425575,
          400.918835
        ]
      },
      {
        "date": "2024-02-16",
        "close": 423.219055,
        "volume": 778465,
        "typical_volume": 1813774.95,
        "trend": 392.13633,
        "fair_value": 411.744385,
        "relative_strength": 4.755112,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 52.494485,
        "energy": 31.88313,
        "activity_lines": [
          423.152421,
          421.746964,
          413.764635,
          402.997376
        ]
      },
      {
        "date": "2024-02-23",
        "close": 416.222046,
        "volume": 1877812,
        "typical_volume": 1811388.8,
        "trend": 392.671287,
        "fair_value": 412.407989,
        "relative_strength": 2.766203,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 50.708002,
        "energy": 29.270801,
        "activity_lines": [
          421.606413,
          420.525666,
          415.143867,
          404.551293
        ]
      },
      {
        "date": "2024-03-01",
        "close": 418.820923,
        "volume": 1816316,
        "typical_volume": 1714379.05,
        "trend": 393.526075,
        "fair_value": 413.139486,
        "relative_strength": 3.387996,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.470071,
        "energy": 25.344847,
        "activity_lines": [
          420.393591,
          419.998616,
          416.523808,
          406.238366
        ]
      },
      {
        "date": "2024-03-08",
        "close": 423.618866,
        "volume": 1270690,
        "typical_volume": 1565808.3,
        "trend": 394.847287,
        "fair_value": 413.49828,
        "relative_strength": 4.76887,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 49.919555,
        "energy": 24.699101,
        "activity_lines": [
          420.873381,
          420.645608,
          418.151967,
          408.179837
        ]
      },
      {
        "date": "2024-03-15",
        "close": 435.81366,
        "volume": 2715756,
        "typical_volume": 1583439.25,
        "trend": 397.001418,
        "fair_value": 413.922437,
        "relative_strength": 6.846059,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 58.27715,
        "energy": 30.479769,
        "activity_lines": [
          425.711312,
          423.687941,
          420.539577,
          410.822828
        ]
      },
      {
        "date": "2024-03-22",
        "close": 428.61676,
        "volume": 1163788,
        "typical_volume": 1538273.85,
        "trend": 399.242134,
        "fair_value": 414.22989,
        "relative_strength": 2.486371,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 51.862766,
        "energy": 30.816748,
        "activity_lines": [
          427.403929,
          424.9783,
          421.836948,
          412.862528
        ]
      },
      {
        "date": "2024-03-29",
        "close": 434.442749,
        "volume": 1141228,
        "typical_volume": 1518311.85,
        "trend": 401.077389,
        "fair_value": 414.472218,
        "relative_strength": 3.662066,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 56.259892,
        "energy": 41.558659,
        "activity_lines": [
          430.678695,
          427.106207,
          423.476631,
          415.133535
        ]
      },
      {
        "date": "2024-04-05",
        "close": 420.347839,
        "volume": 619204,
        "typical_volume": 1447111.55,
        "trend": 403.209045,
        "fair_value": 414.579363,
        "relative_strength": 0.821056,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 50.596619,
        "energy": 32.743096,
        "activity_lines": [
          428.040444,
          426.194725,
          423.581247,
          416.37679
        ]
      },
      {
        "date": "2024-04-12",
        "close": 429.344543,
        "volume": 1111904,
        "typical_volume": 1437862.8,
        "trend": 405.52066,
        "fair_value": 414.660922,
        "relative_strength": 1.85443,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 51.122405,
        "energy": 27.229004,
        "activity_lines": [
          428.2993,
          426.91669,
          424.464707,
          418.062951
        ]
      },
      {
        "date": "2024-04-19",
        "close": 408.352142,
        "volume": 3185818,
        "typical_volume": 1508224.9,
        "trend": 407.065899,
        "fair_value": 414.479825,
        "relative_strength": -1.778118,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 22.804384,
        "energy": 10.17498,
        "activity_lines": [
          421.178977,
          423.797718,
          423.176926,
          418.245628
        ]
      },
      {
        "date": "2024-04-26",
        "close": 422.846924,
        "volume": 8247668,
        "typical_volume": 1854393.05,
        "trend": 409.107624,
        "fair_value": 414.522935,
        "relative_strength": -1.227887,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 28.959717,
        "energy": 14.462562,
        "activity_lines": [
          420.721016,
          423.609912,
          423.232822,
          419.263758
        ]
      },
      {
        "date": "2024-05-03",
        "close": 431.343842,
        "volume": 819621,
        "typical_volume": 1668721.85,
        "trend": 411.3393,
        "fair_value": 414.530849,
        "relative_strength": -0.072677,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 36.928135,
        "energy": 14.741697,
        "activity_lines": [
          423.480017,
          424.973766,
          423.990244,
          420.698353
        ]
      },
      {
        "date": "2024-05-10",
        "close": 450.336975,
        "volume": 540994,
        "typical_volume": 1605423.0,
        "trend": 413.850944,
        "fair_value": 414.730963,
        "relative_strength": 1.671733,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.409262,
        "energy": 29.522086,
        "activity_lines": [
          432.776656,
          429.515975,
          426.542598,
          423.214332
        ]
      },
      {
        "date": "2024-05-17",
        "close": 458.833923,
        "volume": 1640224,
        "typical_volume": 1626533.75,
        "trend": 417.838479,
        "fair_value": 414.770997,
        "relative_strength": 3.878071,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.991641,
        "energy": 59.653113,
        "activity_lines": [
          442.906335,
          435.030065,
          429.833122,
          426.11646
        ]
      },
      {
        "date": "2024-05-24",
        "close": 455.834961,
        "volume": 1991124,
        "typical_volume": 1693639.3,
        "trend": 421.339601,
        "fair_value": 414.891075,
        "relative_strength": 4.592755,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.281674,
        "energy": 65.87233,
        "activity_lines": [
          450.070402,
          439.358615,
          432.716986,
          428.567846
        ]
      },
      {
        "date": "2024-05-31",
        "close": 450.836761,
        "volume": 1322854,
        "typical_volume": 1722295.25,
        "trend": 423.568076,
        "fair_value": 415.091191,
        "relative_strength": 4.12567,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 58.846107,
        "energy": 64.328013,
        "activity_lines": [
          452.402881,
          442.414378,
          434.913352,
          430.470888
        ]
      },
      {
        "date": "2024-06-07",
        "close": 445.838623,
        "volume": 740725,
        "typical_volume": 1708020.4,
        "trend": 425.296801,
        "fair_value": 415.425783,
        "relative_strength": 3.425628,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 56.31147,
        "energy": 53.259995,
        "activity_lines": [
          451.203324,
          444.157388,
          436.469824,
          431.907698
        ]
      },
      {
        "date": "2024-06-14",
        "close": 437.841461,
        "volume": 643777,
        "typical_volume": 1705646.75,
        "trend": 426.425811,
        "fair_value": 415.603438,
        "relative_strength": 2.627796,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 50.882528,
        "energy": 30.752706,
        "activity_lines": [
          446.371728,
          444.239171,
          437.085552,
          432.717031
        ]
      },
      {
        "date": "2024-06-21",
        "close": 453.835724,
        "volume": 1429260,
        "typical_volume": 1721850.5,
        "trend": 428.445939,
        "fair_value": 415.73952,
        "relative_strength": 4.973288,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 55.520354,
        "energy": 29.473013,
        "activity_lines": [
          447.704588,
          446.910936,
          439.140632,
          434.485412
        ]
      },
      {
        "date": "2024-06-28",
        "close": 450.836761,
        "volume": 899643,
        "typical_volume": 1697843.55,
        "trend": 430.11954,
        "fair_value": 415.923625,
        "relative_strength": 5.025963,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 41.813171,
        "energy": 23.122982,
        "activity_lines": [
          448.371006,
          448.592141,
          440.787152,
          435.929981
        ]
      },
      {
        "date": "2024-07-05",
        "close": 478.326843,
        "volume": 1499991,
        "typical_volume": 1733919.85,
        "trend": 432.722805,
        "fair_value": 416.210297,
        "relative_strength": 10.497829,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.803129,
        "energy": 39.46158,
        "activity_lines": [
          458.533998,
          454.499095,
          444.926925,
          439.04013
        ]
      },
      {
        "date": "2024-07-12",
        "close": 499.319214,
        "volume": 947065,
        "typical_volume": 1687382.5,
        "trend": 435.086217,
        "fair_value": 416.561087,
        "relative_strength": 14.159777,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 78.905638,
        "energy": 70.275616,
        "activity_lines": [
          473.861776,
          463.214118,
          450.803553,
          443.336672
        ]
      },
      {
        "date": "2024-07-19",
        "close": 499.819061,
        "volume": 1549469,
        "typical_volume": 1674040.15,
        "trend": 437.233058,
        "fair_value": 416.658904,
        "relative_strength": 15.196979,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 76.979906,
        "energy": 79.546229,
        "activity_lines": [
          485.790796,
          470.784107,
          456.332085,
          447.512985
        ]
      },
      {
        "date": "2024-07-26",
        "close": 530.807861,
        "volume": 1495767,
        "typical_volume": 1685294.0,
        "trend": 440.479497,
        "fair_value": 417.035422,
        "relative_strength": 19.897302,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 87.672416,
        "energy": 89.351146,
        "activity_lines": [
          503.917576,
          483.088748,
          464.426226,
          453.550069
        ]
      },
      {
        "date": "2024-08-02",
        "close": 512.814331,
        "volume": 2176935,
        "typical_volume": 1658352.95,
        "trend": 443.85917,
        "fair_value": 417.216542,
        "relative_strength": 16.953121,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 69.436363,
        "energy": 82.927363,
        "activity_lines": [
          510.915037,
          490.813222,
          470.296273,
          458.216833
        ]
      },
      {
        "date": "2024-08-09",
        "close": 517.812561,
        "volume": 2139840,
        "typical_volume": 1707155.55,
        "trend": 447.238857,
        "fair_value": 417.420096,
        "relative_strength": 17.666958,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 69.397142,
        "energy": 80.294313,
        "activity_lines": [
          515.446737,
          498.410476,
          476.275673,
          462.988019
        ]
      },
      {
        "date": "2024-08-16",
        "close": 521.811096,
        "volume": 1373072,
        "typical_volume": 1718747.75,
        "trend": 451.025045,
        "fair_value": 417.44754,
        "relative_strength": 16.04771,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 69.377517,
        "energy": 68.737374,
        "activity_lines": [
          518.6789,
          505.516994,
          482.211144,
          467.799131
        ]
      },
      {
        "date": "2024-08-23",
        "close": 541.803894,
        "volume": 621671,
        "typical_volume": 1718871.1,
        "trend": 455.077829,
        "fair_value": 417.59674,
        "relative_strength": 19.584496,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 77.241941,
        "energy": 61.387641,
        "activity_lines": [
          527.075871,
          514.877249,
          489.63465,
          473.655831
        ]
      },
      {
        "date": "2024-08-30",
        "close": 564.795593,
        "volume": 2334251,
        "typical_volume": 1779988.45,
        "trend": 459.637114,
        "fair_value": 417.688379,
        "relative_strength": 23.209924,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 83.278819,
        "energy": 65.553471,
        "activity_lines": [
          540.337752,
          526.527587,
          498.669481,
          480.734397
        ]
      },
      {
        "date": "2024-09-06",
        "close": 524.810059,
        "volume": 2414942,
        "typical_volume": 1741444.65,
        "trend": 462.976835,
        "fair_value": 417.562128,
        "relative_strength": 16.541962,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.23631,
        "energy": 54.977808,
        "activity_lines": [
          538.005273,
          528.890376,
          503.25116,
          484.939103
        ]
      },
      {
        "date": "2024-09-13",
        "close": 541.803894,
        "volume": 3571024,
        "typical_volume": 1507612.45,
        "trend": 466.929663,
        "fair_value": 417.448745,
        "relative_strength": 18.206864,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.64325,
        "energy": 53.734026,
        "activity_lines": [
          540.537691,
          532.997984,
          508.896738,
          490.024719
        ]
      },
      {
        "date": "2024-09-20",
        "close": 607.779968,
        "volume": 5214706,
        "typical_volume": 1727366.7,
        "trend": 473.314927,
        "fair_value": 417.892779,
        "relative_strength": 32.069705,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 86.873794,
        "energy": 64.556031,
        "activity_lines": [
          563.462712,
          547.947113,
          520.25929,
          499.111836
        ]
      },
      {
        "date": "2024-09-27",
        "close": 618.776001,
        "volume": 2770443,
        "typical_volume": 1838839.15,
        "trend": 479.980096,
        "fair_value": 418.685894,
        "relative_strength": 31.775594,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 84.465706,
        "energy": 73.308467,
        "activity_lines": [
          584.321818,
          562.923507,
          531.828911,
          508.496421
        ]
      },
      {
        "date": "2024-10-04",
        "close": 605.780701,
        "volume": 2875509,
        "typical_volume": 1900603.4,
        "trend": 486.052158,
        "fair_value": 419.581434,
        "relative_strength": 28.559495,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 73.079734,
        "energy": 82.161446,
        "activity_lines": [
          595.717684,
          573.374266,
          541.358794,
          516.612589
        ]
      },
      {
        "date": "2024-10-11",
        "close": 604.781067,
        "volume": 14940686,
        "typical_volume": 2548081.5,
        "trend": 491.684404,
        "fair_value": 420.291241,
        "relative_strength": 27.732629,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 67.010293,
        "energy": 78.341141,
        "activity_lines": [
          604.047998,
          582.280131,
          550.093727,
          524.272519
        ]
      },
      {
        "date": "2024-10-18",
        "close": 614.777405,
        "volume": 6081344,
        "typical_volume": 2786006.0,
        "trend": 497.889759,
        "fair_value": 421.061925,
        "relative_strength": 27.038149,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 69.360114,
        "energy": 66.214892,
        "activity_lines": [
          610.379024,
          591.33139,
          559.071426,
          532.214003
        ]
      },
      {
        "date": "2024-10-25",
        "close": 570.793457,
        "volume": 2331741,
        "typical_volume": 2865556.8,
        "trend": 502.434783,
        "fair_value": 421.557066,
        "relative_strength": 18.683828,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.141692,
        "energy": 49.406704,
        "activity_lines": [
          597.183834,
          590.62257,
          563.079507,
          536.917467
        ]
      },
      {
        "date": "2024-11-01",
        "close": 584.78833,
        "volume": 2733332,
        "typical_volume": 2970034.55,
        "trend": 507.916133,
        "fair_value": 422.013829,
        "relative_strength": 21.864614,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.675476,
        "energy": 37.93616,
        "activity_lines": [
          591.119369,
          591.567684,
          567.82541,
          542.230599
        ]
      },
      {
        "date": "2024-11-08",
        "close": 564.795593,
        "volume": 2320085,
        "typical_volume": 3014575.8,
        "trend": 512.431168,
        "fair_value": 422.304006,
        "relative_strength": 18.587404,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 42.173698,
        "energy": 27.45064,
        "activity_lines": [
          580.656502,
          588.096219,
          569.967496,
          545.900242
        ]
      },
      {
        "date": "2024-11-15",
        "close": 565.795227,
        "volume": 1944197,
        "typical_volume": 3066803.5,
        "trend": 517.67927,
        "fair_value": 422.587497,
        "relative_strength": 18.297097,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.445769,
        "energy": 21.853642,
        "activity_lines": [
          573.259188,
          584.806506,
          571.676405,
          549.343084
        ]
      },
      {
        "date": "2024-11-22",
        "close": 564.857788,
        "volume": 2433356,
        "typical_volume": 3113471.75,
        "trend": 522.412966,
        "fair_value": 422.954649,
        "relative_strength": 14.67424,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 31.821787,
        "energy": 19.088378,
        "activity_lines": [
          568.14845,
          580.601165,
          572.748612,
          552.38686
        ]
      },
      {
        "date": "2024-11-29",
        "close": 555.860046,
        "volume": 2040479,
        "typical_volume": 3168142.45,
        "trend": 526.563506,
        "fair_value": 423.238503,
        "relative_strength": 12.003499,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 26.882057,
        "energy": 18.30875,
        "activity_lines": [
          563.366439,
          574.340709,
          572.55184,
          554.544736
        ]
      },
      {
        "date": "2024-12-06",
        "close": 568.856812,
        "volume": 1395688,
        "typical_volume": 3160453.4,
        "trend": 530.514167,
        "fair_value": 423.612074,
        "relative_strength": 13.76267,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 17.39355,
        "energy": 12.89031,
        "activity_lines": [
          563.912244,
          571.3873,
          573.323613,
          557.273336
        ]
      },
      {
        "date": "2024-12-13",
        "close": 564.857788,
        "volume": 1848972,
        "typical_volume": 3178113.65,
        "trend": 534.048296,
        "fair_value": 423.960011,
        "relative_strength": 12.661654,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 16.860284,
        "energy": 11.076822,
        "activity_lines": [
          564.187142,
          568.614418,
          573.385775,
          559.489054
        ]
      },
      {
        "date": "2024-12-20",
        "close": 553.860596,
        "volume": 2153292,
        "typical_volume": 3176931.5,
        "trend": 537.315817,
        "fair_value": 424.032494,
        "relative_strength": 12.985995,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.321738,
        "energy": 8.762959,
        "activity_lines": [
          560.792163,
          564.586098,
          572.238443,
          560.767267
        ]
      },
      {
        "date": "2024-12-27",
        "close": 553.860596,
        "volume": 331984,
        "typical_volume": 3086538.7,
        "trend": 540.749945,
        "fair_value": 424.040925,
        "relative_strength": 11.660162,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 8.454479,
        "energy": 8.276434,
        "activity_lines": [
          558.192827,
          561.483606,
          570.895653,
          561.834672
        ]
      },
      {
        "date": "2025-01-03",
        "close": 547.862061,
        "volume": 1312492,
        "typical_volume": 3083509.7,
        "trend": 544.150726,
        "fair_value": 424.209461,
        "relative_strength": 9.002661,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 3.609395,
        "energy": 8.948807,
        "activity_lines": [
          554.327124,
          558.398049,
          568.809916,
          562.293518
        ]
      },
      {
        "date": "2025-01-10",
        "close": 522.868347,
        "volume": 2259694,
        "typical_volume": 3165410.85,
        "trend": 546.984956,
        "fair_value": 424.288234,
        "relative_strength": 3.43528,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -29.375662,
        "energy": 35.473531,
        "activity_lines": [
          542.663383,
          551.185115,
          564.219774,
          560.920461
        ]
      },
      {
        "date": "2025-01-17",
        "close": 544.862854,
        "volume": 2995775,
        "typical_volume": 3198487.05,
        "trend": 550.019194,
        "fair_value": 424.65211,
        "relative_strength": 4.227192,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -16.936288,
        "energy": 30.603899,
        "activity_lines": [
          541.397042,
          549.097001,
          561.814515,
          560.783551
        ]
      },
      {
        "date": "2025-01-24",
        "close": 545.862549,
        "volume": 1761783,
        "typical_volume": 3165829.1,
        "trend": 553.18672,
        "fair_value": 425.032002,
        "relative_strength": 4.154208,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -26.017043,
        "energy": 31.77516,
        "activity_lines": [
          541.796928,
          547.553062,
          559.599384,
          560.515381
        ]
      },
      {
        "date": "2025-01-31",
        "close": 532.865845,
        "volume": 2191629,
        "typical_volume": 3096859.35,
        "trend": 555.004687,
        "fair_value": 425.213292,
        "relative_strength": -0.49942,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -31.535239,
        "energy": 37.481917,
        "activity_lines": [
          538.397783,
          544.008498,
          556.046221,
          559.204357
        ]
      },
      {
        "date": "2025-02-07",
        "close": 525.867615,
        "volume": 1720324,
        "typical_volume": 2922140.25,
        "trend": 555.889633,
        "fair_value": 425.272862,
        "relative_strength": -2.238269,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -33.554353,
        "energy": 33.395775,
        "activity_lines": [
          534.065544,
          539.773201,
          551.869122,
          557.324546
        ]
      },
      {
        "date": "2025-02-14",
        "close": 523.868103,
        "volume": 2462116,
        "typical_volume": 2906723.9,
        "trend": 556.691268,
        "fair_value": 425.454119,
        "relative_strength": -3.120875,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.231226,
        "energy": 50.109811,
        "activity_lines": [
          530.533097,
          535.719673,
          547.891653,
          555.25864
        ]
      },
      {
        "date": "2025-02-21",
        "close": 509.871582,
        "volume": 2215801,
        "typical_volume": 2873738.5,
        "trend": 555.993392,
        "fair_value": 425.612907,
        "relative_strength": -5.056884,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.038294,
        "energy": 64.005196,
        "activity_lines": [
          522.268494,
          529.9393,
          543.033124,
          552.238016
        ]
      },
      {
        "date": "2025-02-28",
        "close": 511.871094,
        "volume": 4821045,
        "typical_volume": 2367756.45,
        "trend": 555.961951,
        "fair_value": 426.043914,
        "relative_strength": -6.414796,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.298912,
        "energy": 64.031455,
        "activity_lines": [
          517.003145,
          525.522224,
          538.821734,
          549.391416
        ]
      },
      {
        "date": "2025-03-07",
        "close": 524.867859,
        "volume": 3336632,
        "typical_volume": 2230520.85,
        "trend": 556.197127,
        "fair_value": 426.676726,
        "relative_strength": -2.759142,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.247506,
        "energy": 52.910141,
        "activity_lines": [
          518.336149,
          524.231641,
          536.29056,
          547.385345
        ]
      },
      {
        "date": "2025-03-14",
        "close": 575.855042,
        "volume": 6110628,
        "typical_volume": 2419465.2,
        "trend": 557.998592,
        "fair_value": 427.694024,
        "relative_strength": 6.93444,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -19.180244,
        "energy": 13.958169,
        "activity_lines": [
          537.19808,
          532.738595,
          539.043449,
          548.653598
        ]
      },
      {
        "date": "2025-03-21",
        "close": 566.8573,
        "volume": 2425735,
        "typical_volume": 2404085.35,
        "trend": 558.833706,
        "fair_value": 428.67271,
        "relative_strength": 4.715426,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -12.707925,
        "energy": 14.828524,
        "activity_lines": [
          549.728268,
          539.100634,
          540.915308,
          549.225127
        ]
      },
      {
        "date": "2025-03-28",
        "close": 548.895508,
        "volume": 1783282,
        "typical_volume": 2377245.2,
        "trend": 558.303703,
        "fair_value": 429.561877,
        "relative_strength": 0.983855,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.197578,
        "energy": 18.477078,
        "activity_lines": [
          553.405245,
          541.397093,
          541.161905,
          548.583953
        ]
      },
      {
        "date": "2025-04-04",
        "close": 487.407196,
        "volume": 1658482,
        "typical_volume": 2362959.45,
        "trend": 557.056941,
        "fair_value": 429.989632,
        "relative_strength": -3.823034,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -51.249136,
        "energy": 24.89698,
        "activity_lines": [
          533.984524,
          532.440537,
          535.628188,
          544.009985
        ]
      },
      {
        "date": "2025-04-11",
        "close": 502.904236,
        "volume": 2480787,
        "typical_volume": 2365331.0,
        "trend": 555.760286,
        "fair_value": 430.628821,
        "relative_strength": 0.077262,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -56.030594,
        "energy": 31.279822,
        "activity_lines": [
          521.360409,
          527.364451,
          531.943655,
          540.516262
        ]
      },
      {
        "date": "2025-04-18",
        "close": 526.899719,
        "volume": 1320473,
        "typical_volume": 2329330.7,
        "trend": 553.064277,
        "fair_value": 431.258491,
        "relative_strength": 0.539437,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -47.258118,
        "energy": 41.742994,
        "activity_lines": [
          518.19903,
          527.195935,
          530.839423,
          538.65429
        ]
      },
      {
        "date": "2025-04-25",
        "close": 545.896057,
        "volume": 2764923,
        "typical_volume": 2397792.45,
        "trend": 550.634946,
        "fair_value": 432.122026,
        "relative_strength": 2.035852,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -39.919982,
        "energy": 28.32384,
        "activity_lines": [
          524.633451,
          530.462534,
          531.682273,
          538.191824
        ]
      },
      {
        "date": "2025-05-02",
        "close": 579.889587,
        "volume": 1921650,
        "typical_volume": 2401426.35,
        "trend": 549.771909,
        "fair_value": 433.478898,
        "relative_strength": 5.628902,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 3.550021,
        "energy": 5.485165,
        "activity_lines": [
          543.796466,
          539.509266,
          535.871939,
          540.079221
        ]
      },
      {
        "date": "2025-05-09",
        "close": 600.885559,
        "volume": 1013311,
        "typical_volume": 2344427.3,
        "trend": 549.642058,
        "fair_value": 434.947941,
        "relative_strength": 9.430628,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 31.34581,
        "energy": 34.631918,
        "activity_lines": [
          567.891866,
          551.100393,
          541.989641,
          543.376875
        ]
      },
      {
        "date": "2025-05-16",
        "close": 621.881592,
        "volume": 1498136,
        "typical_volume": 2402734.9,
        "trend": 549.878865,
        "fair_value": 436.686086,
        "relative_strength": 10.992457,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 46.227149,
        "energy": 57.122489,
        "activity_lines": [
          591.420719,
          564.890536,
          549.883037,
          548.03749
        ]
      },
      {
        "date": "2025-05-23",
        "close": 613.883057,
        "volume": 1206637,
        "typical_volume": 2397442.15,
        "trend": 551.315185,
        "fair_value": 438.084717,
        "relative_strength": 8.639562,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 67.479321,
        "energy": 71.50558,
        "activity_lines": [
          604.351571,
          575.462514,
          556.690758,
          552.166793
        ]
      },
      {
        "date": "2025-05-30",
        "close": 608.884033,
        "volume": 1297978,
        "typical_volume": 2349356.35,
        "trend": 552.118375,
        "fair_value": 439.464115,
        "relative_strength": 6.614389,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.729151,
        "energy": 70.523888,
        "activity_lines": [
          609.817192,
          584.43416,
          562.707996,
          555.880912
        ]
      },
      {
        "date": "2025-06-06",
        "close": 604.884827,
        "volume": 1259475,
        "typical_volume": 2262541.35,
        "trend": 553.454682,
        "fair_value": 440.997226,
        "relative_strength": 4.684787,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.114192,
        "energy": 62.190515,
        "activity_lines": [
          609.750545,
          591.914555,
          567.934758,
          559.2852
        ]
      },
      {
        "date": "2025-06-13",
        "close": 603.88501,
        "volume": 1791393,
        "typical_volume": 2264021.85,
        "trend": 554.724342,
        "fair_value": 442.607197,
        "relative_strength": 3.918953,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.745448,
        "energy": 48.098066,
        "activity_lines": [
          607.684278,
          598.195177,
          572.780481,
          562.538769
        ]
      },
      {
        "date": "2025-06-20",
        "close": 587.888123,
        "volume": 2861192,
        "typical_volume": 2297500.0,
        "trend": 555.49202,
        "fair_value": 444.095409,
        "relative_strength": 1.686624,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.070383,
        "energy": 34.967551,
        "activity_lines": [
          600.085751,
          599.449496,
          575.826394,
          564.678368
        ]
      },
      {
        "date": "2025-06-27",
        "close": 600.885559,
        "volume": 2051651,
        "typical_volume": 2314066.35,
        "trend": 556.99287,
        "fair_value": 445.785436,
        "relative_strength": 3.25505,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 40.971679,
        "energy": 27.991422,
        "activity_lines": [
          599.085934,
          601.521824,
          579.848147,
          567.606983
        ]
      },
      {
        "date": "2025-07-04",
        "close": 592.887146,
        "volume": 1121062,
        "typical_volume": 2247013.65,
        "trend": 557.793881,
        "fair_value": 447.360138,
        "relative_strength": 1.34141,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 37.998107,
        "energy": 24.695669,
        "activity_lines": [
          596.286479,
          600.794698,
          582.750918,
          569.922743
        ]
      },
      {
        "date": "2025-07-11",
        "close": 618.882141,
        "volume": 4092564,
        "typical_volume": 2340851.8,
        "trend": 559.594693,
        "fair_value": 449.104677,
        "relative_strength": 4.123069,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 50.50971,
        "energy": 30.974898,
        "activity_lines": [
          603.218481,
          603.939551,
          587.80074,
          573.863921
        ]
      },
      {
        "date": "2025-07-18",
        "close": 633.879272,
        "volume": 1499248,
        "typical_volume": 2174761.95,
        "trend": 562.261982,
        "fair_value": 450.689137,
        "relative_strength": 5.759658,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 66.353149,
        "energy": 48.361468,
        "activity_lines": [
          614.216374,
          609.102199,
          593.759763,
          578.656475
        ]
      },
      {
        "date": "2025-07-25",
        "close": 655.875061,
        "volume": 2372161,
        "typical_volume": 2126538.4,
        "trend": 565.662464,
        "fair_value": 452.225639,
        "relative_strength": 7.647517,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 73.78721,
        "energy": 66.694565,
        "activity_lines": [
          630.546578,
          617.664197,
          601.232631,
          584.696028
        ]
      },
      {
        "date": "2025-08-01",
        "close": 653.875488,
        "volume": 1776123,
        "typical_volume": 1909813.15,
        "trend": 569.196245,
        "fair_value": 453.880632,
        "relative_strength": 7.640779,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 70.41323,
        "energy": 73.761431,
        "activity_lines": [
          641.677795,
          625.244572,
          607.891221,
          590.387191
        ]
      },
      {
        "date": "2025-08-08",
        "close": 663.873596,
        "volume": 1253520,
        "typical_volume": 1851202.4,
        "trend": 573.89642,
        "fair_value": 455.583703,
        "relative_strength": 8.66178,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 71.208656,
        "energy": 75.309199,
        "activity_lines": [
          652.609053,
          633.91565,
          615.130485,
          596.495407
        ]
      },
      {
        "date": "2025-08-15",
        "close": 653.875488,
        "volume": 1721764,
        "typical_volume": 1848126.5,
        "trend": 577.530175,
        "fair_value": 457.411641,
        "relative_strength": 6.252724,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 64.106209,
        "energy": 71.390903,
        "activity_lines": [
          655.475179,
          639.769081,
          620.955566,
          601.655347
        ]
      },
      {
        "date": "2025-08-22",
        "close": 652.875671,
        "volume": 815382,
        "typical_volume": 1805971.5,
        "trend": 581.097279,
        "fair_value": 459.351669,
        "relative_strength": 3.865414,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 61.891958,
        "energy": 60.488607,
        "activity_lines": [
          655.675142,
          644.549986,
          626.185521,
          606.516347
        ]
      },
      {
        "date": "2025-08-29",
        "close": 631.879639,
        "volume": 980841,
        "typical_volume": 1730974.2,
        "trend": 584.397739,
        "fair_value": 461.249983,
        "relative_strength": 1.953157,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 57.129336,
        "energy": 42.987938,
        "activity_lines": [
          647.610002,
          644.622693,
          628.62791,
          609.792628
        ]
      },
      {
        "date": "2025-09-05",
        "close": 620.881775,
        "volume": 2956680,
        "typical_volume": 1812784.55,
        "trend": 587.564877,
        "fair_value": 463.068191,
        "relative_strength": -0.14212,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 40.724059,
        "energy": 27.010826,
        "activity_lines": [
          637.478601,
          641.895942,
          629.408714,
          612.146437
        ]
      },
      {
        "date": "2025-09-12",
        "close": 628.880249,
        "volume": 1353791,
        "typical_volume": 1742227.95,
        "trend": 591.065282,
        "fair_value": 465.065778,
        "relative_strength": 0.261717,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.090912,
        "energy": 19.033047,
        "activity_lines": [
          632.212939,
          640.259891,
          630.503744,
          614.811945
        ]
      },
      {
        "date": "2025-09-19",
        "close": 629.880066,
        "volume": 2831649,
        "typical_volume": 1787727.9,
        "trend": 595.065565,
        "fair_value": 467.130625,
        "relative_strength": 1.305577,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 30.208765,
        "energy": 19.907163,
        "activity_lines": [
          629.61344,
          638.151205,
          631.298832,
          617.316124
        ]
      },
      {
        "date": "2025-09-26",
        "close": 609.88385,
        "volume": 1468407,
        "typical_volume": 1810482.7,
        "trend": 598.332657,
        "fair_value": 469.160168,
        "relative_strength": -2.388425,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 18.62271,
        "energy": 15.964457,
        "activity_lines": [
          621.94823,
          632.206881,
          629.951468,
          618.272143
        ]
      },
      {
        "date": "2025-10-03",
        "close": 642.877563,
        "volume": 2662397,
        "typical_volume": 1868695.75,
        "trend": 602.266314,
        "fair_value": 471.298724,
        "relative_strength": 0.809838,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.911887,
        "energy": 16.516609,
        "activity_lines": [
          628.147046,
          632.697695,
          631.703514,
          621.146008
        ]
      },
      {
        "date": "2025-10-10",
        "close": 674.87146,
        "volume": 2961096,
        "typical_volume": 1956418.7,
        "trend": 605.566861,
        "fair_value": 473.60714,
        "relative_strength": 6.5945,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 60.760972,
        "energy": 30.454929,
        "activity_lines": [
          644.277299,
          639.241899,
          636.402617,
          625.830211
        ]
      },
      {
        "date": "2025-10-17",
        "close": 637.87854,
        "volume": 3257253,
        "typical_volume": 2054382.45,
        "trend": 607.934236,
        "fair_value": 475.809731,
        "relative_strength": 1.692911,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 43.839939,
        "energy": 24.506906,
        "activity_lines": [
          644.477266,
          638.678372,
          637.288163,
          627.914835
        ]
      },
      {
        "date": "2025-10-24",
        "close": 686.869202,
        "volume": 3654286,
        "typical_volume": 2174123.0,
        "trend": 612.533359,
        "fair_value": 478.179042,
        "relative_strength": 6.138267,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 64.530889,
        "energy": 49.972618,
        "activity_lines": [
          660.407568,
          647.494876,
          642.701418,
          633.007414
        ]
      },
      {
        "date": "2025-10-31",
        "close": 656.874878,
        "volume": 1839932,
        "typical_volume": 2176549.95,
        "trend": 618.182281,
        "fair_value": 480.400919,
        "relative_strength": 0.867667,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 50.749143,
        "energy": 46.452879,
        "activity_lines": [
          662.540487,
          650.257981,
          644.867669,
          635.868157
        ]
      },
      {
        "date": "2025-11-07",
        "close": 625.880798,
        "volume": 1787037,
        "typical_volume": 2122842.2,
        "trend": 622.2815,
        "fair_value": 482.161496,
        "relative_strength": -3.399608,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 39.338929,
        "energy": 22.616021,
        "activity_lines": [
          651.20931,
          647.313086,
          643.82977,
          636.364835
        ]
      },
      {
        "date": "2025-11-14",
        "close": 621.881592,
        "volume": 2701234,
        "typical_volume": 2155321.35,
        "trend": 625.447563,
        "fair_value": 483.87402,
        "relative_strength": -4.00648,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 21.054898,
        "energy": 11.39952,
        "activity_lines": [
          639.678182,
          643.750132,
          642.230076,
          636.339035
        ]
      },
      {
        "date": "2025-11-21",
        "close": 603.958801,
        "volume": 1540805,
        "typical_volume": 2176308.5,
        "trend": 627.382987,
        "fair_value": 485.493755,
        "relative_strength": -5.083943,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -20.428289,
        "energy": 17.840597,
        "activity_lines": [
          625.705448,
          636.91031,
          638.823469,
          634.952663
        ]
      },
      {
        "date": "2025-11-28",
        "close": 631.956848,
        "volume": 2363101,
        "typical_volume": 2089835.35,
        "trend": 629.118563,
        "fair_value": 487.264137,
        "relative_strength": -2.473183,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -10.312027,
        "energy": 16.447759,
        "activity_lines": [
          623.326713,
          635.61416,
          638.030621,
          635.247751
        ]
      },
      {
        "date": "2025-12-05",
        "close": 611.958252,
        "volume": 3146119,
        "typical_volume": 2172178.9,
        "trend": 629.487653,
        "fair_value": 488.919135,
        "relative_strength": -4.895176,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -17.595376,
        "energy": 21.633072,
        "activity_lines": [
          617.942602,
          630.644142,
          635.270884,
          634.140634
        ]
      },
      {
        "date": "2025-12-12",
        "close": 621.957581,
        "volume": 3570774,
        "typical_volume": 2232109.55,
        "trend": 629.490186,
        "fair_value": 490.737529,
        "relative_strength": -3.060188,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -21.618633,
        "energy": 22.815959,
        "activity_lines": [
          618.886043,
          627.454467,
          633.56785,
          633.654823
        ]
      },
      {
        "date": "2025-12-19",
        "close": 640.956238,
        "volume": 3117867,
        "typical_volume": 2299196.75,
        "trend": 630.392625,
        "fair_value": 492.411849,
        "relative_strength": -2.500592,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -11.940187,
        "energy": 7.617865,
        "activity_lines": [
          626.423918,
          628.099456,
          633.835723,
          634.394568
        ]
      },
      {
        "date": "2025-12-26",
        "close": 646.955872,
        "volume": 880644,
        "typical_volume": 2280552.95,
        "trend": 631.661686,
        "fair_value": 494.220722,
        "relative_strength": -1.252649,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 5.099561,
        "energy": 3.221733,
        "activity_lines": [
          634.690027,
          630.451929,
          634.73651,
          635.463165
        ]
      },
      {
        "date": "2026-01-02",
        "close": 636.956543,
        "volume": 1275398,
        "typical_volume": 2258234.65,
        "trend": 632.730743,
        "fair_value": 495.805341,
        "relative_strength": -3.491432,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 3.770483,
        "energy": 5.769455,
        "activity_lines": [
          636.756555,
          630.821299,
          634.765541,
          635.804768
        ]
      },
      {
        "date": "2026-01-09",
        "close": 652.955444,
        "volume": 2071193,
        "typical_volume": 2321025.2,
        "trend": 634.366425,
        "fair_value": 497.418846,
        "relative_strength": -2.793786,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 31.538843,
        "energy": 19.621247,
        "activity_lines": [
          643.822738,
          635.007063,
          636.398844,
          637.109588
        ]
      },
      {
        "date": "2026-01-16",
        "close": 651.955505,
        "volume": 1658856,
        "typical_volume": 2354925.95,
        "trend": 636.502004,
        "fair_value": 499.054768,
        "relative_strength": -3.982201,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 41.995152,
        "energy": 27.769937,
        "activity_lines": [
          647.822461,
          639.082283,
          637.936534,
          638.244367
        ]
      },
      {
        "date": "2026-01-23",
        "close": 647.95575,
        "volume": 4082638,
        "typical_volume": 2411223.85,
        "trend": 638.07101,
        "fair_value": 500.767551,
        "relative_strength": -3.697711,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 48.613764,
        "energy": 31.453854,
        "activity_lines": [
          648.489071,
          641.956189,
          638.997695,
          638.983319
        ]
      },
      {
        "date": "2026-01-30",
        "close": 641.956177,
        "volume": 2912261,
        "typical_volume": 2489147.35,
        "trend": 639.706645,
        "fair_value": 502.413047,
        "relative_strength": -5.374225,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 19.854859,
        "energy": 17.467589,
        "activity_lines": [
          646.689189,
          643.265188,
          639.358545,
          639.233974
        ]
      },
      {
        "date": "2026-02-06",
        "close": 675.953857,
        "volume": 5340249,
        "typical_volume": 2614577.35,
        "trend": 641.609035,
        "fair_value": 504.42382,
        "relative_strength": -1.903455,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 34.851866,
        "energy": 31.019395,
        "activity_lines": [
          656.55518,
          650.064722,
          642.895003,
          641.572504
        ]
      },
      {
        "date": "2026-02-13",
        "close": 693.952637,
        "volume": 2294065,
        "typical_volume": 2655860.25,
        "trend": 643.611481,
        "fair_value": 506.495517,
        "relative_strength": -0.215835,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 68.345478,
        "energy": 54.697389,
        "activity_lines": [
          669.820943,
          659.336815,
          647.926232,
          644.949511
        ]
      },
      {
        "date": "2026-02-20",
        "close": 698.952271,
        "volume": 2395860,
        "typical_volume": 2642533.4,
        "trend": 645.047388,
        "fair_value": 508.688951,
        "relative_strength": -1.943409,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.518831,
        "energy": 62.649418,
        "activity_lines": [
          682.020105,
          668.027126,
          653.033288,
          648.519884
        ]
      },
      {
        "date": "2026-02-27",
        "close": 711.951416,
        "volume": 1631149,
        "typical_volume": 2576036.05,
        "trend": 646.983252,
        "fair_value": 510.933681,
        "relative_strength": -2.368854,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.243861,
        "energy": 70.934365,
        "activity_lines": [
          695.419198,
          677.681015,
          659.111336,
          652.836273
        ]
      },
      {
        "date": "2026-03-13",
        "close": 591.959595,
        "volume": 3434703,
        "typical_volume": 2584908.55,
        "trend": 644.586119,
        "fair_value": 512.130561,
        "relative_strength": -13.617036,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 25.149124,
        "energy": 18.133238,
        "activity_lines": [
          664.554639,
          664.227387,
          653.585021,
          649.28636
        ]
      },
      {
        "date": "2026-03-20",
        "close": 567.961243,
        "volume": 3481502,
        "typical_volume": 2576269.35,
        "trend": 641.72231,
        "fair_value": 513.112746,
        "relative_strength": -14.019789,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -19.845452,
        "energy": 19.769926,
        "activity_lines": [
          629.023735,
          647.410355,
          645.991809,
          644.34282
        ]
      },
      {
        "date": "2026-03-27",
        "close": 568.0,
        "volume": 2241035,
        "typical_volume": 2596324.5,
        "trend": 638.893121,
        "fair_value": 514.059785,
        "relative_strength": -14.225218,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -42.335965,
        "energy": 42.501716,
        "activity_lines": [
          600.705257,
          631.85483,
          638.968517,
          639.586542
        ]
      },
      {
        "date": "2026-04-03",
        "close": 585.0,
        "volume": 1200924,
        "typical_volume": 2567018.85,
        "trend": 637.330467,
        "fair_value": 515.051732,
        "relative_strength": -15.447632,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -60.141159,
        "energy": 54.456384,
        "activity_lines": [
          586.450289,
          620.934858,
          633.987487,
          636.109566
        ]
      },
      {
        "date": "2026-04-10",
        "close": 630.0,
        "volume": 3505763,
        "typical_volume": 2607245.3,
        "trend": 637.634408,
        "fair_value": 516.45707,
        "relative_strength": -10.325993,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.248534,
        "energy": 61.105116,
        "activity_lines": [
          594.792139,
          619.414077,
          633.486841,
          635.636633
        ]
      },
      {
        "date": "2026-04-17",
        "close": 651.0,
        "volume": 3293903,
        "typical_volume": 2694900.2,
        "trend": 638.371733,
        "fair_value": 517.971396,
        "relative_strength": -7.863044,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -42.912452,
        "energy": 27.393777,
        "activity_lines": [
          615.597416,
          622.037946,
          634.947536,
          636.498929
        ]
      },
      {
        "date": "2026-04-24",
        "close": 628.0,
        "volume": 2623965,
        "typical_volume": 2707943.4,
        "trend": 638.309064,
        "fair_value": 519.197341,
        "relative_strength": -8.563741,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -33.661249,
        "energy": 15.048944,
        "activity_lines": [
          624.8,
          620.315564,
          633.993749,
          635.829785
        ]
      },
      {
        "date": "2026-05-01",
        "close": 612.0,
        "volume": 2247119,
        "typical_volume": 2662993.4,
        "trend": 638.379602,
        "fair_value": 520.343786,
        "relative_strength": -10.611501,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -33.856829,
        "energy": 19.03331,
        "activity_lines": [
          624.666667,
          616.555979,
          631.534995,
          634.132426
        ]
      },
      {
        "date": "2026-05-08",
        "close": 624.0,
        "volume": 2694120,
        "typical_volume": 2619160.7,
        "trend": 637.75035,
        "fair_value": 521.623532,
        "relative_strength": -7.519391,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -30.380734,
        "energy": 16.547791,
        "activity_lines": [
          625.6,
          616.468261,
          630.218899,
          633.20471
        ]
      },
      {
        "date": "2026-05-15",
        "close": 591.0,
        "volume": 3017672,
        "typical_volume": 2614150.95,
        "trend": 634.954635,
        "fair_value": 522.664832,
        "relative_strength": -11.770517,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -44.102537,
        "energy": 22.331191,
        "activity_lines": [
          612.933333,
          611.743311,
          625.75022,
          630.188558
        ]
      },
      {
        "date": "2026-05-22",
        "close": 613.0,
        "volume": 2486786,
        "typical_volume": 2694458.05,
        "trend": 634.12535,
        "fair_value": 523.725431,
        "relative_strength": -10.513308,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -44.530876,
        "energy": 25.436052,
        "activity_lines": [
          610.2,
          613.217477,
          623.614667,
          628.77213
        ]
      },
      {
        "date": "2026-05-29",
        "close": 614.0,
        "volume": 1174331,
        "typical_volume": 2689404.7,
        "trend": 631.696377,
        "fair_value": 524.829599,
        "relative_strength": -9.572821,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -44.861627,
        "energy": 23.097471,
        "activity_lines": [
          610.333333,
          614.490909,
          621.736045,
          627.47372
        ]
      },
      {
        "date": "2026-06-05",
        "close": 608.0,
        "volume": 390873,
        "typical_volume": 2605388.7,
        "trend": 630.067214,
        "fair_value": 525.876086,
        "relative_strength": -9.814361,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.036897,
        "energy": 25.001558,
        "activity_lines": [
          609.4,
          613.836364,
          619.395313,
          625.944922
        ]
      },
      {
        "date": "2026-06-12",
        "close": 602.0,
        "volume": 583988,
        "typical_volume": 2551645.3,
        "trend": 629.271187,
        "fair_value": 527.012244,
        "relative_strength": -11.300432,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.816846,
        "energy": 26.544385,
        "activity_lines": [
          606.733333,
          611.363636,
          616.697225,
          624.134134
        ]
      },
      {
        "date": "2026-06-19",
        "close": 614.0,
        "volume": 1337437,
        "typical_volume": 2414385.25,
        "trend": 629.008468,
        "fair_value": 528.536687,
        "relative_strength": -8.341724,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -45.025931,
        "energy": 21.358071,
        "activity_lines": [
          609.533333,
          610.763636,
          615.379877,
          623.148896
        ]
      },
      {
        "date": "2026-06-26",
        "close": 612.0,
        "volume": 328323,
        "typical_volume": 2285188.35,
        "trend": 629.276508,
        "fair_value": 530.111094,
        "relative_strength": -9.663006,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -34.328018,
        "energy": 17.44665,
        "activity_lines": [
          610.133333,
          610.090909,
          614.033748,
          622.051575
        ]
      },
      {
        "date": "2026-07-03",
        "close": 615.0,
        "volume": 176526,
        "typical_volume": 2027002.2,
        "trend": 628.711279,
        "fair_value": 531.630415,
        "relative_strength": -10.387765,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -33.002673,
        "energy": 15.633981,
        "activity_lines": [
          611.8,
          610.672727,
          613.115981,
          621.13051
        ]
      },
      {
        "date": "2026-07-10",
        "close": 599.0,
        "volume": 2280264,
        "typical_volume": 2026312.15,
        "trend": 628.279338,
        "fair_value": 533.208619,
        "relative_strength": -10.938233,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.022556,
        "energy": 21.635663,
        "activity_lines": [
          608.066667,
          608.581818,
          610.964661,
          619.213654
        ]
      },
      {
        "date": "2026-07-17",
        "close": 620.0,
        "volume": 2069012,
        "typical_volume": 2009969.75,
        "trend": 628.214085,
        "fair_value": 534.875311,
        "relative_strength": -8.417526,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -29.729636,
        "energy": 13.271977,
        "activity_lines": [
          611.933333,
          610.545455,
          611.265497,
          618.679503
        ]
      },
      {
        "date": "2026-07-24",
        "close": 635.0,
        "volume": 3951443,
        "typical_volume": 2125984.45,
        "trend": 628.015544,
        "fair_value": 536.451083,
        "relative_strength": -7.070726,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.557185,
        "energy": 5.595586,
        "activity_lines": [
          619.6,
          615.309091,
          613.370867,
          619.117304
        ]
      },
      {
        "date": "2026-07-31",
        "close": 619.0,
        "volume": 3229613,
        "typical_volume": 2115729.95,
        "trend": 627.083681,
        "fair_value": 537.853818,
        "relative_strength": -10.105369,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -14.731341,
        "energy": 8.694935,
        "activity_lines": [
          620.533333,
          616.363636,
          614.318863,
          618.535656
        ]
      },
      {
        "date": "2026-08-07",
        "close": 693.0,
        "volume": 3656963,
        "typical_volume": 2124503.0,
        "trend": 628.951797,
        "fair_value": 539.775759,
        "relative_strength": 0.597164,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 33.580611,
        "energy": 36.315798,
        "activity_lines": [
          645.666667,
          630.763636,
          622.185714,
          622.788322
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}