{
  "ticker": {
    "uuid": "ae512f02-1aac-4e0f-a644-14624cf4381d",
    "symbol": "1225",
    "name": "Formosa Oilseed Processing Co., Ltd.",
    "exchange": "TAI",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -75.581,
    "architecture_energy": 89.541,
    "architecture_maturity": 19.281,
    "architecture_confidence": 81.166,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 17.18,
        "rotation_up": 8.73,
        "upward_expansion": 21.94,
        "deceleration": 37.01,
        "rotation_down": 83.97,
        "downward_expansion": 99.94
      },
      "activity_lines": [
        25.206667,
        26.514545,
        28.142857,
        29.037204
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 24.75,
    "trend_reference": 29.676667,
    "distance_from_trend": -0.166011,
    "trend_direction": "Weakening",
    "fair_value": 51.529171,
    "distance_from_fair_value": -0.51969,
    "fair_value_direction": "Weakening",
    "relative_strength": -41.148912,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.12234,
    "excess_performance": -0.563712,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.166011,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.022937,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.51969,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.068371,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.411489,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.070593,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.12234,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.033219,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 484947,
      "relative_activity": 0.377219,
      "balance": 1.033219,
      "dry_up": 0.662146,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.066822,
      "annualized_volatility": 0.300993,
      "from_high_reference": -0.3125,
      "from_low_reference": 0.050955
    },
    "levels": {
      "trend_reference": 29.676667,
      "fair_value_reference": 51.529171,
      "structural_low": 23.549999,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 16,
        "median_return": 0.010327,
        "positive_rate": 0.5625,
        "directional_follow_through": 0.3125,
        "median_excess_return": 0.009135,
        "regime_survival": 0.6875,
        "best_return": 0.130485,
        "worst_return": -0.232859,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.037955,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.099533,
        "regime_survival": 0.285714,
        "best_return": 0.182448,
        "worst_return": -0.364909,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.054584,
        "positive_rate": 0.8,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.021831,
        "regime_survival": 0.2,
        "best_return": 0.341802,
        "worst_return": -0.511532,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.244043,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.426855,
        "regime_survival": 0.0,
        "best_return": 1.48457,
        "worst_return": -0.48487,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-26",
        "end": "2024-10-04",
        "tenure": "Developing",
        "return": 0.020457,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-11",
        "end": "2024-10-25",
        "tenure": "New",
        "return": -0.08785,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-01",
        "end": "2024-12-06",
        "tenure": "Developing",
        "return": -0.114642,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-13",
        "end": "2025-08-22",
        "tenure": "Extended",
        "return": -0.497529,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-29",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": 0.041111,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-24",
        "end": "2025-12-12",
        "tenure": "Developing",
        "return": -0.021173,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-12-19",
        "end": "2026-01-02",
        "tenure": "New",
        "return": -0.032203,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-01-09",
        "end": "2026-02-06",
        "tenure": "Developing",
        "return": 0.010753,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-13",
        "end": "2026-02-27",
        "tenure": "New",
        "return": 0.029463,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-03-06",
        "end": "2026-03-20",
        "tenure": "New",
        "return": -0.025915,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-03-27",
        "end": "2026-05-15",
        "tenure": "Developing",
        "return": -0.094427,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-22",
        "end": "2026-07-10",
        "tenure": "Developing",
        "return": -0.04584,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-17",
        "end": "2026-07-24",
        "tenure": "New",
        "return": -0.007449,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-31",
        "end": "2026-08-14",
        "tenure": "New",
        "return": -0.040698,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-11",
        "close": 48.399975,
        "volume": 116384,
        "typical_volume": 468509.3,
        "trend": 50.235536,
        "fair_value": 41.294954,
        "relative_strength": -8.957356,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.717642,
        "energy": 30.787085,
        "activity_lines": [
          48.757852,
          48.733713,
          49.471956,
          49.908569
        ]
      },
      {
        "date": "2023-08-18",
        "close": 47.793888,
        "volume": 209201,
        "typical_volume": 438489.0,
        "trend": 50.172042,
        "fair_value": 41.426345,
        "relative_strength": -8.967409,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.771708,
        "energy": 41.046385,
        "activity_lines": [
          48.434606,
          48.557398,
          49.233646,
          49.751043
        ]
      },
      {
        "date": "2023-08-25",
        "close": 48.832886,
        "volume": 128913,
        "typical_volume": 425426.6,
        "trend": 50.146067,
        "fair_value": 41.564899,
        "relative_strength": -7.654324,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.020212,
        "energy": 34.157751,
        "activity_lines": [
          48.498099,
          48.587307,
          49.109955,
          49.664646
        ]
      },
      {
        "date": "2023-09-01",
        "close": 49.193626,
        "volume": 70689,
        "typical_volume": 378027.15,
        "trend": 50.109027,
        "fair_value": 41.703383,
        "relative_strength": -7.839831,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -41.600435,
        "energy": 29.15785,
        "activity_lines": [
          48.704929,
          48.690678,
          49.038762,
          49.603198
        ]
      },
      {
        "date": "2023-09-08",
        "close": 49.380676,
        "volume": 275722,
        "typical_volume": 365593.6,
        "trend": 50.083995,
        "fair_value": 41.846197,
        "relative_strength": -7.064815,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -36.908073,
        "energy": 21.643311,
        "activity_lines": [
          48.944286,
          48.823072,
          49.006342,
          49.556208
        ]
      },
      {
        "date": "2023-09-15",
        "close": 49.567719,
        "volume": 222930,
        "typical_volume": 338873.8,
        "trend": 50.065198,
        "fair_value": 41.988906,
        "relative_strength": -8.521096,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -27.619586,
        "energy": 18.336403,
        "activity_lines": [
          49.226789,
          48.974792,
          49.006031,
          49.522899
        ]
      },
      {
        "date": "2023-09-22",
        "close": 49.754768,
        "volume": 214724,
        "typical_volume": 306181.55,
        "trend": 50.038205,
        "fair_value": 42.132292,
        "relative_strength": -4.893173,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.591768,
        "energy": 13.483906,
        "activity_lines": [
          49.493792,
          49.137715,
          49.035703,
          49.502872
        ]
      },
      {
        "date": "2023-09-29",
        "close": 50.31591,
        "volume": 251620,
        "typical_volume": 303858.7,
        "trend": 50.027031,
        "fair_value": 42.283448,
        "relative_strength": -3.799484,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 3.325892,
        "energy": 15.638685,
        "activity_lines": [
          49.817117,
          49.378032,
          49.12927,
          49.520788
        ]
      },
      {
        "date": "2023-10-06",
        "close": 50.50296,
        "volume": 49326,
        "typical_volume": 282588.05,
        "trend": 50.022092,
        "fair_value": 42.433978,
        "relative_strength": -4.227433,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 23.720016,
        "energy": 26.425425,
        "activity_lines": [
          50.103924,
          49.63169,
          49.248844,
          49.551493
        ]
      },
      {
        "date": "2023-10-13",
        "close": 50.596485,
        "volume": 55391,
        "typical_volume": 273808.9,
        "trend": 50.075106,
        "fair_value": 42.593454,
        "relative_strength": -5.371875,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 24.231093,
        "energy": 35.65385,
        "activity_lines": [
          50.334617,
          49.870414,
          49.38669,
          49.588551
        ]
      },
      {
        "date": "2023-10-20",
        "close": 50.596485,
        "volume": 113705,
        "typical_volume": 268066.9,
        "trend": 50.081943,
        "fair_value": 42.752931,
        "relative_strength": -3.144507,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 24.572711,
        "energy": 40.564863,
        "activity_lines": [
          50.484256,
          50.081795,
          49.524795,
          49.622188
        ]
      },
      {
        "date": "2023-10-27",
        "close": 50.596485,
        "volume": 24848,
        "typical_volume": 249297.35,
        "trend": 50.065691,
        "fair_value": 42.909799,
        "relative_strength": -1.041122,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 31.660858,
        "energy": 34.317693,
        "activity_lines": [
          50.56531,
          50.253239,
          49.656976,
          49.655384
        ]
      },
      {
        "date": "2023-11-03",
        "close": 49.941814,
        "volume": 31224,
        "typical_volume": 244254.1,
        "trend": 49.975667,
        "fair_value": 43.065601,
        "relative_strength": -4.08298,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 27.211645,
        "energy": 22.400766,
        "activity_lines": [
          50.372026,
          50.254696,
          49.717998,
          49.647392
        ]
      },
      {
        "date": "2023-11-10",
        "close": 49.567719,
        "volume": 42472,
        "typical_volume": 244157.55,
        "trend": 49.841425,
        "fair_value": 43.218743,
        "relative_strength": -5.366958,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 9.746025,
        "energy": 9.317725,
        "activity_lines": [
          50.078984,
          50.167974,
          49.740172,
          49.621073
        ]
      },
      {
        "date": "2023-11-17",
        "close": 51.344677,
        "volume": 69015,
        "typical_volume": 240000.25,
        "trend": 49.806821,
        "fair_value": 43.383538,
        "relative_strength": -4.762,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 37.426583,
        "energy": 22.252326,
        "activity_lines": [
          50.440611,
          50.397533,
          49.928493,
          49.718057
        ]
      },
      {
        "date": "2023-11-24",
        "close": 50.31591,
        "volume": 50401,
        "typical_volume": 216586.6,
        "trend": 49.746583,
        "fair_value": 43.541998,
        "relative_strength": -6.84331,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 46.733913,
        "energy": 23.469001,
        "activity_lines": [
          50.409435,
          50.404334,
          50.005639,
          49.750902
        ]
      },
      {
        "date": "2023-12-01",
        "close": 50.87706,
        "volume": 223009,
        "typical_volume": 204671.7,
        "trend": 49.710822,
        "fair_value": 43.703534,
        "relative_strength": -6.376501,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 53.597454,
        "energy": 30.209715,
        "activity_lines": [
          50.584015,
          50.49956,
          50.126691,
          49.823836
        ]
      },
      {
        "date": "2023-12-08",
        "close": 50.87706,
        "volume": 75388,
        "typical_volume": 154024.65,
        "trend": 49.672175,
        "fair_value": 43.859331,
        "relative_strength": -5.868844,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 52.821011,
        "energy": 42.191961,
        "activity_lines": [
          50.73989,
          50.574379,
          50.235948,
          49.899077
        ]
      },
      {
        "date": "2023-12-15",
        "close": 51.625248,
        "volume": 94055,
        "typical_volume": 147574.15,
        "trend": 49.644038,
        "fair_value": 44.022794,
        "relative_strength": -5.79767,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.085524,
        "energy": 47.212994,
        "activity_lines": [
          51.08281,
          50.775031,
          50.408377,
          50.025081
        ]
      },
      {
        "date": "2023-12-22",
        "close": 49.848293,
        "volume": 52316,
        "typical_volume": 118566.65,
        "trend": 49.617276,
        "fair_value": 44.17617,
        "relative_strength": -8.36093,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 45.213976,
        "energy": 26.274199,
        "activity_lines": [
          50.696244,
          50.632194,
          50.397862,
          50.038259
        ]
      },
      {
        "date": "2023-12-29",
        "close": 51.157631,
        "volume": 108037,
        "typical_volume": 118149.3,
        "trend": 49.677451,
        "fair_value": 44.337418,
        "relative_strength": -7.368492,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.585499,
        "energy": 29.140656,
        "activity_lines": [
          50.845883,
          50.741023,
          50.508447,
          50.137637
        ]
      },
      {
        "date": "2024-01-05",
        "close": 49.941814,
        "volume": 18120,
        "typical_volume": 108595.25,
        "trend": 49.717301,
        "fair_value": 44.488263,
        "relative_strength": -7.048637,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 30.102381,
        "energy": 15.039295,
        "activity_lines": [
          50.534135,
          50.618591,
          50.490109,
          50.154693
        ]
      },
      {
        "date": "2024-01-12",
        "close": 50.409435,
        "volume": 64395,
        "typical_volume": 105369.35,
        "trend": 49.755422,
        "fair_value": 44.620194,
        "relative_strength": -5.820192,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 28.988677,
        "energy": 15.408266,
        "activity_lines": [
          50.440611,
          50.593084,
          50.506078,
          50.199346
        ]
      },
      {
        "date": "2024-01-19",
        "close": 49.474201,
        "volume": 169274,
        "typical_volume": 110298.6,
        "trend": 49.773913,
        "fair_value": 44.741957,
        "relative_strength": -8.128806,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 4.481395,
        "energy": 7.362391,
        "activity_lines": [
          50.066516,
          50.389032,
          50.42547,
          50.181203
        ]
      },
      {
        "date": "2024-01-26",
        "close": 49.661243,
        "volume": 124714,
        "typical_volume": 102748.2,
        "trend": 49.810183,
        "fair_value": 44.868831,
        "relative_strength": -9.065072,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 3.629229,
        "energy": 12.090245,
        "activity_lines": [
          49.898172,
          50.220689,
          50.361339,
          50.173934
        ]
      },
      {
        "date": "2024-02-02",
        "close": 51.344677,
        "volume": 75485,
        "typical_volume": 95375.95,
        "trend": 49.911226,
        "fair_value": 45.00441,
        "relative_strength": -6.093614,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 28.607662,
        "energy": 12.904416,
        "activity_lines": [
          50.303443,
          50.389032,
          50.456199,
          50.272934
        ]
      },
      {
        "date": "2024-02-09",
        "close": 50.87706,
        "volume": 26806,
        "typical_volume": 85980.05,
        "trend": 49.993796,
        "fair_value": 45.152642,
        "relative_strength": -6.895283,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 32.20186,
        "energy": 12.91412,
        "activity_lines": [
          50.540372,
          50.453649,
          50.498062,
          50.335245
        ]
      },
      {
        "date": "2024-02-16",
        "close": 51.438202,
        "volume": 51723,
        "typical_volume": 75985.2,
        "trend": 50.069095,
        "fair_value": 45.312819,
        "relative_strength": -8.177136,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 52.585571,
        "energy": 31.952073,
        "activity_lines": [
          50.901998,
          50.620292,
          50.588024,
          50.428433
        ]
      },
      {
        "date": "2024-02-23",
        "close": 51.812298,
        "volume": 201248,
        "typical_volume": 83581.3,
        "trend": 50.171295,
        "fair_value": 45.469394,
        "relative_strength": -8.587102,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 58.263386,
        "energy": 46.650609,
        "activity_lines": [
          51.319738,
          50.844749,
          50.708269,
          50.540898
        ]
      },
      {
        "date": "2024-03-01",
        "close": 51.438202,
        "volume": 63878,
        "typical_volume": 84005.65,
        "trend": 50.24948,
        "fair_value": 45.618615,
        "relative_strength": -9.163351,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 51.726512,
        "energy": 50.007945,
        "activity_lines": [
          51.456907,
          50.997789,
          50.786651,
          50.622634
        ]
      },
      {
        "date": "2024-03-08",
        "close": 51.438202,
        "volume": 59696,
        "typical_volume": 81305.2,
        "trend": 50.350754,
        "fair_value": 45.756358,
        "relative_strength": -12.691043,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 52.517908,
        "energy": 47.560947,
        "activity_lines": [
          51.475612,
          51.121921,
          50.861025,
          50.699325
        ]
      },
      {
        "date": "2024-03-15",
        "close": 51.905823,
        "volume": 520549,
        "typical_volume": 106090.25,
        "trend": 50.487819,
        "fair_value": 45.894751,
        "relative_strength": -11.130511,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.060449,
        "energy": 44.589857,
        "activity_lines": [
          51.643955,
          51.325973,
          50.975926,
          50.799652
        ]
      },
      {
        "date": "2024-03-22",
        "close": 51.905823,
        "volume": 236674,
        "typical_volume": 116362.75,
        "trend": 50.59025,
        "fair_value": 46.028971,
        "relative_strength": -13.191198,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 55.245146,
        "energy": 35.059992,
        "activity_lines": [
          51.743714,
          51.494317,
          51.084592,
          50.891136
        ]
      },
      {
        "date": "2024-03-29",
        "close": 52.37344,
        "volume": 92681,
        "typical_volume": 118873.2,
        "trend": 50.696244,
        "fair_value": 46.13932,
        "relative_strength": -12.329829,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.001936,
        "energy": 41.488486,
        "activity_lines": [
          51.968171,
          51.720474,
          51.228441,
          51.006181
        ]
      },
      {
        "date": "2024-04-05",
        "close": 52.37344,
        "volume": 16093,
        "typical_volume": 116227.1,
        "trend": 50.796003,
        "fair_value": 46.235061,
        "relative_strength": -12.085697,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 59.954553,
        "energy": 49.697913,
        "activity_lines": [
          52.155218,
          51.893919,
          51.358929,
          51.114387
        ]
      },
      {
        "date": "2024-04-12",
        "close": 53.402206,
        "volume": 64270,
        "typical_volume": 116920.55,
        "trend": 50.923819,
        "fair_value": 46.301399,
        "relative_strength": -11.625577,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.271179,
        "energy": 64.078929,
        "activity_lines": [
          52.622839,
          52.205098,
          51.582496,
          51.282529
        ]
      },
      {
        "date": "2024-04-19",
        "close": 53.776302,
        "volume": 149469,
        "typical_volume": 113243.55,
        "trend": 51.05787,
        "fair_value": 46.384221,
        "relative_strength": -5.116735,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.641608,
        "energy": 72.142219,
        "activity_lines": [
          53.084224,
          52.546886,
          51.826994,
          51.46656
        ]
      },
      {
        "date": "2024-04-26",
        "close": 55.085636,
        "volume": 122826,
        "typical_volume": 115615.45,
        "trend": 51.216861,
        "fair_value": 46.472828,
        "relative_strength": -5.291485,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 85.001007,
        "energy": 83.008257,
        "activity_lines": [
          53.857355,
          53.074021,
          52.182385,
          51.726416
        ]
      },
      {
        "date": "2024-05-03",
        "close": 58.733074,
        "volume": 181747,
        "typical_volume": 120000.05,
        "trend": 51.491198,
        "fair_value": 46.580642,
        "relative_strength": 0.227885,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 96.957224,
        "energy": 97.378695,
        "activity_lines": [
          55.634311,
          54.19801,
          52.865111,
          52.211333
        ]
      },
      {
        "date": "2024-05-10",
        "close": 62.754604,
        "volume": 382312,
        "typical_volume": 136499.85,
        "trend": 51.896469,
        "fair_value": 46.668847,
        "relative_strength": 5.362612,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 98.856938,
        "energy": 99.192392,
        "activity_lines": [
          58.327802,
          55.927353,
          53.896992,
          52.938005
        ]
      },
      {
        "date": "2024-05-17",
        "close": 68.085472,
        "volume": 351557,
        "typical_volume": 148675.85,
        "trend": 52.479435,
        "fair_value": 46.834004,
        "relative_strength": 11.388045,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 99.431605,
        "energy": 99.707223,
        "activity_lines": [
          62.106171,
          58.420193,
          55.375116,
          53.982456
        ]
      },
      {
        "date": "2024-05-24",
        "close": 72.574631,
        "volume": 486830,
        "typical_volume": 172111.35,
        "trend": 53.21204,
        "fair_value": 47.074891,
        "relative_strength": 16.811141,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 99.007464,
        "energy": 99.62061,
        "activity_lines": [
          66.402043,
          61.426565,
          57.200171,
          55.278921
        ]
      },
      {
        "date": "2024-05-31",
        "close": 85.574463,
        "volume": 639556,
        "typical_volume": 200869.4,
        "trend": 54.399795,
        "fair_value": 47.395981,
        "relative_strength": 39.268045,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 99.717663,
        "energy": 99.8688,
        "activity_lines": [
          73.777969,
          66.420747,
          60.155529,
          57.366819
        ]
      },
      {
        "date": "2024-06-07",
        "close": 86.790268,
        "volume": 900378,
        "typical_volume": 237424.6,
        "trend": 55.640546,
        "fair_value": 47.721994,
        "relative_strength": 35.849974,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 97.230591,
        "energy": 99.008569,
        "activity_lines": [
          79.526576,
          71.023827,
          63.059226,
          59.456527
        ]
      },
      {
        "date": "2024-06-14",
        "close": 86.416183,
        "volume": 242712,
        "typical_volume": 243324.5,
        "trend": 56.809597,
        "fair_value": 48.035436,
        "relative_strength": 30.52906,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 86.480101,
        "energy": 95.112492,
        "activity_lines": [
          83.280007,
          74.933131,
          65.749601,
          61.442052
        ]
      },
      {
        "date": "2024-06-21",
        "close": 89.12838,
        "volume": 419229,
        "typical_volume": 260511.7,
        "trend": 58.103346,
        "fair_value": 48.366264,
        "relative_strength": 29.454242,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 83.691406,
        "energy": 89.306631,
        "activity_lines": [
          86.360066,
          78.716603,
          68.523256,
          63.527135
        ]
      },
      {
        "date": "2024-06-28",
        "close": 95.394485,
        "volume": 699444,
        "typical_volume": 294143.6,
        "trend": 59.58726,
        "fair_value": 48.735695,
        "relative_strength": 38.741067,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 90.370265,
        "energy": 78.316006,
        "activity_lines": [
          90.125966,
          82.9898,
          71.713761,
          65.933015
        ]
      },
      {
        "date": "2024-07-05",
        "close": 119.243111,
        "volume": 1211585,
        "typical_volume": 352136.7,
        "trend": 61.866128,
        "fair_value": 49.259305,
        "relative_strength": 67.23611,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 99.129732,
        "energy": 79.507003,
        "activity_lines": [
          100.320085,
          90.842417,
          76.963575,
          69.781779
        ]
      },
      {
        "date": "2024-07-12",
        "close": 123.451691,
        "volume": 477384,
        "typical_volume": 365943.5,
        "trend": 64.260343,
        "fair_value": 49.807024,
        "relative_strength": 68.009411,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 96.807874,
        "energy": 78.78119,
        "activity_lines": [
          109.672486,
          98.293731,
          82.291327,
          73.755041
        ]
      },
      {
        "date": "2024-07-19",
        "close": 115.502144,
        "volume": 500455,
        "typical_volume": 387772.35,
        "trend": 66.448805,
        "fair_value": 50.309784,
        "relative_strength": 62.195846,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 74.316773,
        "energy": 70.871407,
        "activity_lines": [
          113.930944,
          103.12297,
          86.520838,
          77.060964
        ]
      },
      {
        "date": "2024-07-26",
        "close": 121.113586,
        "volume": 455891,
        "typical_volume": 407582.1,
        "trend": 68.78067,
        "fair_value": 50.844081,
        "relative_strength": 73.004482,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.313747,
        "energy": 71.858134,
        "activity_lines": [
          118.120819,
          108.013425,
          90.979707,
          80.587724
        ]
      },
      {
        "date": "2024-08-02",
        "close": 126.725021,
        "volume": 1051389,
        "typical_volume": 434124.1,
        "trend": 71.34011,
        "fair_value": 51.416696,
        "relative_strength": 81.795331,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.411663,
        "energy": 72.05373,
        "activity_lines": [
          122.048825,
          112.959993,
          95.64121,
          84.326069
        ]
      },
      {
        "date": "2024-08-09",
        "close": 143.091736,
        "volume": 852324,
        "typical_volume": 464906.6,
        "trend": 74.42952,
        "fair_value": 52.099181,
        "relative_strength": 102.361709,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 89.543968,
        "energy": 74.761175,
        "activity_lines": [
          129.3437,
          119.897776,
          101.505166,
          88.955206
        ]
      },
      {
        "date": "2024-08-16",
        "close": 149.170776,
        "volume": 375367,
        "typical_volume": 479040.9,
        "trend": 77.752739,
        "fair_value": 52.821418,
        "relative_strength": 98.299313,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 87.54483,
        "energy": 74.427772,
        "activity_lines": [
          137.075014,
          126.895069,
          107.513859,
          93.777223
        ]
      },
      {
        "date": "2024-08-23",
        "close": 152.444122,
        "volume": 397792,
        "typical_volume": 498125.85,
        "trend": 81.178835,
        "fair_value": 53.570116,
        "relative_strength": 99.925866,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 82.741047,
        "energy": 73.020483,
        "activity_lines": [
          144.182837,
          133.353326,
          113.37336,
          98.596022
        ]
      },
      {
        "date": "2024-08-30",
        "close": 150.479294,
        "volume": 147556,
        "typical_volume": 502290.15,
        "trend": 84.483322,
        "fair_value": 54.313,
        "relative_strength": 92.288125,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.754912,
        "energy": 70.090065,
        "activity_lines": [
          148.172919,
          138.253833,
          118.569208,
          103.067019
        ]
      },
      {
        "date": "2024-09-06",
        "close": 150.951019,
        "volume": 454825,
        "typical_volume": 517557.95,
        "trend": 87.819121,
        "fair_value": 55.054308,
        "relative_strength": 96.027519,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.349226,
        "energy": 72.713536,
        "activity_lines": [
          150.362528,
          142.124637,
          123.34771,
          107.355258
        ]
      },
      {
        "date": "2024-09-13",
        "close": 169.348175,
        "volume": 776178,
        "typical_volume": 550225.55,
        "trend": 91.749454,
        "fair_value": 55.906271,
        "relative_strength": 111.153347,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 85.758856,
        "energy": 73.037603,
        "activity_lines": [
          157.069457,
          148.33026,
          129.415585,
          112.615197
        ]
      },
      {
        "date": "2024-09-20",
        "close": 144.346924,
        "volume": 775938,
        "typical_volume": 579935.1,
        "trend": 94.833941,
        "fair_value": 56.599317,
        "relative_strength": 73.590615,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 65.533483,
        "energy": 61.205277,
        "activity_lines": [
          153.692206,
          149.079199,
          132.558281,
          116.008582
        ]
      },
      {
        "date": "2024-09-27",
        "close": 134.912476,
        "volume": 596419,
        "typical_volume": 590640.45,
        "trend": 97.616417,
        "fair_value": 57.230808,
        "relative_strength": 55.273402,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 51.783527,
        "energy": 46.210216,
        "activity_lines": [
          147.491729,
          147.732871,
          134.394774,
          118.594294
        ]
      },
      {
        "date": "2024-10-04",
        "close": 123.591148,
        "volume": 250347,
        "typical_volume": 585579.95,
        "trend": 100.021515,
        "fair_value": 57.776794,
        "relative_strength": 43.756243,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 44.567741,
        "energy": 33.371545,
        "activity_lines": [
          138.686252,
          143.975205,
          134.809436,
          120.270083
        ]
      },
      {
        "date": "2024-10-11",
        "close": 100.948494,
        "volume": 556732,
        "typical_volume": 589075.05,
        "trend": 101.656271,
        "fair_value": 58.180059,
        "relative_strength": 13.559226,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 5.60644,
        "energy": 21.368373,
        "activity_lines": [
          124.125768,
          136.055646,
          132.803342,
          120.329888
        ]
      },
      {
        "date": "2024-10-18",
        "close": 94.344391,
        "volume": 936678,
        "typical_volume": 603931.15,
        "trend": 103.07089,
        "fair_value": 58.529943,
        "relative_strength": 3.004532,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -15.825637,
        "energy": 33.593098,
        "activity_lines": [
          110.697417,
          127.404005,
          130.033172,
          119.858154
        ]
      },
      {
        "date": "2024-10-25",
        "close": 92.080124,
        "volume": 1176819,
        "typical_volume": 617753.2,
        "trend": 104.394446,
        "fair_value": 58.856422,
        "relative_strength": 0.728866,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -35.677933,
        "energy": 45.970685,
        "activity_lines": [
          101.514563,
          119.226994,
          127.005596,
          119.149072
        ]
      },
      {
        "date": "2024-11-01",
        "close": 83.117409,
        "volume": 591321,
        "typical_volume": 635183.65,
        "trend": 105.419245,
        "fair_value": 59.095,
        "relative_strength": -7.091547,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -40.931489,
        "energy": 65.052008,
        "activity_lines": [
          92.82859,
          110.458411,
          123.099238,
          117.77636
        ]
      },
      {
        "date": "2024-11-08",
        "close": 81.136177,
        "volume": 174585,
        "typical_volume": 622951.45,
        "trend": 106.343711,
        "fair_value": 59.335967,
        "relative_strength": -12.488613,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -39.940536,
        "energy": 75.156759,
        "activity_lines": [
          86.935211,
          102.59009,
          119.019901,
          116.20971
        ]
      },
      {
        "date": "2024-11-15",
        "close": 75.569855,
        "volume": 427149,
        "typical_volume": 609336.7,
        "trend": 107.070162,
        "fair_value": 59.554186,
        "relative_strength": -15.724991,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -42.212029,
        "energy": 75.47231,
        "activity_lines": [
          82.016723,
          94.970493,
          114.448495,
          114.2243
        ]
      },
      {
        "date": "2024-11-22",
        "close": 73.777313,
        "volume": 436355,
        "typical_volume": 570575.2,
        "trend": 107.693218,
        "fair_value": 59.760375,
        "relative_strength": -18.427897,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -48.205407,
        "energy": 77.069851,
        "activity_lines": [
          78.192631,
          88.395547,
          109.800774,
          112.076375
        ]
      },
      {
        "date": "2024-11-29",
        "close": 75.381165,
        "volume": 558665,
        "typical_volume": 574639.25,
        "trend": 108.248155,
        "fair_value": 59.971995,
        "relative_strength": -14.446963,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -42.429424,
        "energy": 69.977646,
        "activity_lines": [
          76.274294,
          83.849863,
          105.522304,
          109.991726
        ]
      },
      {
        "date": "2024-12-06",
        "close": 73.588623,
        "volume": 338694,
        "typical_volume": 566551.2,
        "trend": 108.609289,
        "fair_value": 60.172124,
        "relative_strength": -19.928856,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -69.787123,
        "energy": 69.513377,
        "activity_lines": [
          74.871707,
          80.232184,
          101.302024,
          107.755627
        ]
      },
      {
        "date": "2024-12-13",
        "close": 57.267044,
        "volume": 1623274,
        "typical_volume": 624920.35,
        "trend": 108.248674,
        "fair_value": 60.267089,
        "relative_strength": -37.088214,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -85.207555,
        "energy": 86.15318,
        "activity_lines": [
          68.663846,
          74.761925,
          95.726896,
          104.443224
        ]
      },
      {
        "date": "2024-12-20",
        "close": 47.549572,
        "volume": 2313367,
        "typical_volume": 688019.25,
        "trend": 107.414506,
        "fair_value": 60.293835,
        "relative_strength": -46.391661,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -89.997264,
        "energy": 94.356697,
        "activity_lines": [
          60.808103,
          68.730745,
          89.530325,
          100.527153
        ]
      },
      {
        "date": "2024-12-27",
        "close": 42.077595,
        "volume": 11304022,
        "typical_volume": 1210604.15,
        "trend": 105.96461,
        "fair_value": 60.28766,
        "relative_strength": -53.885683,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -88.526139,
        "energy": 95.121258,
        "activity_lines": [
          52.996387,
          62.67555,
          83.18964,
          96.311869
        ]
      },
      {
        "date": "2025-01-03",
        "close": 37.266033,
        "volume": 11341544,
        "typical_volume": 1758913.0,
        "trend": 104.313802,
        "fair_value": 60.245791,
        "relative_strength": -58.253225,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -86.05461,
        "energy": 94.77911,
        "activity_lines": [
          45.694131,
          56.695831,
          76.87173,
          91.879702
        ]
      },
      {
        "date": "2025-01-10",
        "close": 44.153172,
        "volume": 10075503,
        "typical_volume": 2242798.55,
        "trend": 102.905035,
        "fair_value": 60.244838,
        "relative_strength": -50.526266,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.567977,
        "energy": 88.800824,
        "activity_lines": [
          43.228598,
          52.964939,
          71.742618,
          87.998371
        ]
      },
      {
        "date": "2025-01-17",
        "close": 42.926697,
        "volume": 10617415,
        "typical_volume": 2766291.5,
        "trend": 101.364979,
        "fair_value": 60.231711,
        "relative_strength": -51.958796,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.167503,
        "energy": 88.055247,
        "activity_lines": [
          42.316602,
          49.719492,
          67.01237,
          84.128801
        ]
      },
      {
        "date": "2025-01-24",
        "close": 43.398418,
        "volume": 6673004,
        "typical_volume": 3077200.45,
        "trend": 99.631777,
        "fair_value": 60.215142,
        "relative_strength": -51.991043,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.670175,
        "energy": 85.267375,
        "activity_lines": [
          42.51787,
          47.254531,
          62.839203,
          80.389023
        ]
      },
      {
        "date": "2025-02-07",
        "close": 45.096619,
        "volume": 3935574,
        "typical_volume": 3235170.25,
        "trend": 97.160227,
        "fair_value": 60.213231,
        "relative_strength": -49.780473,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.894239,
        "energy": 66.374679,
        "activity_lines": [
          43.561949,
          45.683268,
          59.339925,
          76.870626
        ]
      },
      {
        "date": "2025-02-14",
        "close": 45.521168,
        "volume": 3448450,
        "typical_volume": 3368795.85,
        "trend": 94.562543,
        "fair_value": 60.213502,
        "relative_strength": -48.375239,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.945804,
        "energy": 63.86333,
        "activity_lines": [
          44.546276,
          44.710663,
          56.472754,
          73.539074
        ]
      },
      {
        "date": "2025-02-21",
        "close": 47.172195,
        "volume": 12148183,
        "typical_volume": 3946384.05,
        "trend": 92.284878,
        "fair_value": 60.204958,
        "relative_strength": -47.599591,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -50.696211,
        "energy": 58.098283,
        "activity_lines": [
          45.530602,
          44.581154,
          54.233423,
          70.481632
        ]
      },
      {
        "date": "2025-02-28",
        "close": 43.068214,
        "volume": 3108537,
        "typical_volume": 4089293.55,
        "trend": 89.683366,
        "fair_value": 60.157173,
        "relative_strength": -50.533972,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.305473,
        "energy": 58.790295,
        "activity_lines": [
          44.945667,
          44.185766,
          52.021047,
          67.306363
        ]
      },
      {
        "date": "2025-03-07",
        "close": 41.511532,
        "volume": 4269373,
        "typical_volume": 4274925.6,
        "trend": 86.842916,
        "fair_value": 60.097254,
        "relative_strength": -51.095741,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.505077,
        "energy": 60.569219,
        "activity_lines": [
          43.832404,
          43.765505,
          50.043858,
          64.198503
        ]
      },
      {
        "date": "2025-03-14",
        "close": 36.464108,
        "volume": 13237811,
        "typical_volume": 4889982.25,
        "trend": 83.288662,
        "fair_value": 60.008751,
        "relative_strength": -55.639823,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.744884,
        "energy": 67.362226,
        "activity_lines": [
          41.162458,
          42.537313,
          47.868995,
          60.948257
        ]
      },
      {
        "date": "2025-03-21",
        "close": 36.369762,
        "volume": 12197120,
        "typical_volume": 5440997.3,
        "trend": 79.528628,
        "fair_value": 59.927188,
        "relative_strength": -56.008833,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.979049,
        "energy": 69.174596,
        "activity_lines": [
          39.036564,
          41.39403,
          45.960768,
          57.921231
        ]
      },
      {
        "date": "2025-03-28",
        "close": 33.680946,
        "volume": 3608679,
        "typical_volume": 5591865.2,
        "trend": 75.569855,
        "fair_value": 59.828389,
        "relative_strength": -57.898914,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -79.9292,
        "energy": 73.993001,
        "activity_lines": [
          36.624492,
          39.778168,
          44.06175,
          54.963316
        ]
      },
      {
        "date": "2025-04-04",
        "close": 27.973112,
        "volume": 14204321,
        "typical_volume": 6293352.0,
        "trend": 71.486316,
        "fair_value": 59.694618,
        "relative_strength": -64.298549,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -89.865835,
        "energy": 93.681856,
        "activity_lines": [
          33.209225,
          37.314922,
          41.85454,
          51.892559
        ]
      },
      {
        "date": "2025-04-11",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 6271994.55,
        "trend": 67.387052,
        "fair_value": 59.560308,
        "relative_strength": -60.829736,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -83.420329,
        "energy": 93.605,
        "activity_lines": [
          30.800299,
          35.123559,
          39.900489,
          49.085255
        ]
      },
      {
        "date": "2025-04-18",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 6250176.8,
        "trend": 62.67455,
        "fair_value": 59.425998,
        "relative_strength": -60.323233,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.500871,
        "energy": 91.646319,
        "activity_lines": [
          29.293933,
          33.212656,
          38.173088,
          46.54242
        ]
      },
      {
        "date": "2025-04-25",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 6222243.55,
        "trend": 58.795423,
        "fair_value": 59.274445,
        "relative_strength": -60.999203,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -72.41912,
        "energy": 89.795977,
        "activity_lines": [
          28.353634,
          31.61309,
          36.663802,
          44.303618
        ]
      },
      {
        "date": "2025-05-02",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 6205308.85,
        "trend": 55.230778,
        "fair_value": 59.13744,
        "relative_strength": -62.437087,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.530486,
        "energy": 87.439332,
        "activity_lines": [
          27.973112,
          30.332579,
          35.380269,
          42.315082
        ]
      },
      {
        "date": "2025-05-09",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 6124145.15,
        "trend": 52.04351,
        "fair_value": 59.001514,
        "relative_strength": -62.352344,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.081063,
        "energy": 79.05371,
        "activity_lines": [
          27.973112,
          29.401143,
          34.313953,
          40.556523
        ]
      },
      {
        "date": "2025-05-16",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 6008476.8,
        "trend": 49.610997,
        "fair_value": 58.87367,
        "relative_strength": -63.608188,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.490526,
        "energy": 66.905833,
        "activity_lines": [
          27.973112,
          28.744163,
          33.387132,
          39.003594
        ]
      },
      {
        "date": "2025-05-23",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 5443275.7,
        "trend": 47.398621,
        "fair_value": 58.783818,
        "relative_strength": -62.898983,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.174572,
        "energy": 66.45663,
        "activity_lines": [
          27.973112,
          28.333336,
          32.553532,
          37.607601
        ]
      },
      {
        "date": "2025-05-30",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 4876198.5,
        "trend": 45.261721,
        "fair_value": 58.693156,
        "relative_strength": -61.937041,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.802314,
        "energy": 67.854783,
        "activity_lines": [
          27.973112,
          28.076891,
          31.787096,
          36.354343
        ]
      },
      {
        "date": "2025-06-06",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 4372423.35,
        "trend": 43.423578,
        "fair_value": 58.604112,
        "relative_strength": -61.902448,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.955315,
        "energy": 75.520208,
        "activity_lines": [
          27.973112,
          27.973112,
          31.064912,
          35.238948
        ]
      },
      {
        "date": "2025-06-13",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 3841552.6,
        "trend": 41.651475,
        "fair_value": 58.516415,
        "relative_strength": -62.031769,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.369325,
        "energy": 84.806623,
        "activity_lines": [
          27.973112,
          27.973112,
          30.419776,
          34.242144
        ]
      },
      {
        "date": "2025-06-20",
        "close": 27.973112,
        "volume": 0,
        "typical_volume": 3507902.4,
        "trend": 40.064917,
        "fair_value": 58.430873,
        "relative_strength": -61.413319,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.417864,
        "energy": 84.924999,
        "activity_lines": [
          27.973112,
          27.973112,
          29.845848,
          33.359669
        ]
      },
      {
        "date": "2025-06-27",
        "close": 30.756269,
        "volume": 8284763,
        "typical_volume": 3725361.85,
        "trend": 38.630883,
        "fair_value": 58.355897,
        "relative_strength": -57.97084,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -50.396018,
        "energy": 57.530967,
        "activity_lines": [
          28.900831,
          28.479141,
          29.610436,
          32.759111
        ]
      },
      {
        "date": "2025-07-04",
        "close": 29.576965,
        "volume": 2719149,
        "typical_volume": 3688896.8,
        "trend": 37.104076,
        "fair_value": 58.274978,
        "relative_strength": -58.832662,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.540043,
        "energy": 55.514842,
        "activity_lines": [
          29.249905,
          28.720147,
          29.330997,
          32.174987
        ]
      },
      {
        "date": "2025-07-11",
        "close": 28.350489,
        "volume": 1576874,
        "typical_volume": 3160331.35,
        "trend": 35.596138,
        "fair_value": 58.190508,
        "relative_strength": -59.970912,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.319283,
        "energy": 53.737683,
        "activity_lines": [
          29.08323,
          28.708998,
          29.010675,
          31.61024
        ]
      },
      {
        "date": "2025-07-18",
        "close": 28.303316,
        "volume": 762100,
        "typical_volume": 3043009.5,
        "trend": 34.63068,
        "fair_value": 58.103042,
        "relative_strength": -60.144977,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.272912,
        "energy": 49.711029,
        "activity_lines": [
          28.875672,
          28.682409,
          28.775488,
          31.139735
        ]
      },
      {
        "date": "2025-07-25",
        "close": 28.633522,
        "volume": 853565,
        "typical_volume": 2872219.1,
        "trend": 34.000145,
        "fair_value": 58.027122,
        "relative_strength": -58.64604,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.968166,
        "energy": 46.465263,
        "activity_lines": [
          28.756169,
          28.709855,
          28.642058,
          30.752822
        ]
      },
      {
        "date": "2025-08-01",
        "close": 28.186029,
        "volume": 679837,
        "typical_volume": 2244320.4,
        "trend": 33.537093,
        "fair_value": 57.94052,
        "relative_strength": -58.256518,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.377924,
        "energy": 49.539058,
        "activity_lines": [
          28.443475,
          28.643931,
          28.527334,
          30.377718
        ]
      },
      {
        "date": "2025-08-08",
        "close": 30.378893,
        "volume": 1260879,
        "typical_volume": 1697508.35,
        "trend": 33.307522,
        "fair_value": 57.863125,
        "relative_strength": -54.72038,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -27.151162,
        "energy": 25.947721,
        "activity_lines": [
          29.033085,
          28.972838,
          28.660873,
          30.173963
        ]
      },
      {
        "date": "2025-08-15",
        "close": 29.058071,
        "volume": 1025690,
        "typical_volume": 1568358.9,
        "trend": 32.804352,
        "fair_value": 57.777264,
        "relative_strength": -55.573015,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -26.094395,
        "energy": 19.016178,
        "activity_lines": [
          29.128958,
          29.017854,
          28.697147,
          29.899805
        ]
      },
      {
        "date": "2025-08-22",
        "close": 28.775038,
        "volume": 927746,
        "typical_volume": 904530.15,
        "trend": 32.33263,
        "fair_value": 57.689588,
        "relative_strength": -53.11781,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -23.065623,
        "energy": 14.527026,
        "activity_lines": [
          29.083316,
          28.991683,
          28.72848,
          29.639849
        ]
      },
      {
        "date": "2025-08-29",
        "close": 29.199589,
        "volume": 1087706,
        "typical_volume": 958915.45,
        "trend": 31.859336,
        "fair_value": 57.601939,
        "relative_strength": -51.287784,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.803021,
        "energy": 11.307618,
        "activity_lines": [
          29.147742,
          29.028123,
          28.796427,
          29.437717
        ]
      },
      {
        "date": "2025-09-05",
        "close": 28.822208,
        "volume": 557665,
        "typical_volume": 986798.7,
        "trend": 31.316855,
        "fair_value": 57.489206,
        "relative_strength": -50.273057,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -20.948778,
        "energy": 12.19016,
        "activity_lines": [
          29.048636,
          28.973648,
          28.822593,
          29.241773
        ]
      },
      {
        "date": "2025-09-12",
        "close": 29.576965,
        "volume": 1055538,
        "typical_volume": 1039575.6,
        "trend": 30.785382,
        "fair_value": 57.391856,
        "relative_strength": -48.471177,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.758353,
        "energy": 6.752177,
        "activity_lines": [
          29.158705,
          29.091567,
          28.916598,
          29.129522
        ]
      },
      {
        "date": "2025-09-19",
        "close": 29.67131,
        "volume": 1182214,
        "typical_volume": 1098686.3,
        "trend": 30.202019,
        "fair_value": 57.292336,
        "relative_strength": -45.43204,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -10.742428,
        "energy": 5.84509,
        "activity_lines": [
          29.353683,
          29.22664,
          29.01195,
          29.057647
        ]
      },
      {
        "date": "2025-09-26",
        "close": 28.950001,
        "volume": 3328358,
        "typical_volume": 1265104.2,
        "trend": 29.731412,
        "fair_value": 57.186528,
        "relative_strength": -44.037863,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.713505,
        "energy": 4.223373,
        "activity_lines": [
          29.267343,
          29.20655,
          29.030519,
          28.976871
        ]
      },
      {
        "date": "2025-10-03",
        "close": 30.450001,
        "volume": 1401094,
        "typical_volume": 1335158.9,
        "trend": 29.362694,
        "fair_value": 57.091445,
        "relative_strength": -41.059922,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 28.624097,
        "energy": 26.101381,
        "activity_lines": [
          29.669338,
          29.44743,
          29.187294,
          29.023232
        ]
      },
      {
        "date": "2025-10-10",
        "close": 30.450001,
        "volume": 413176,
        "typical_volume": 1355817.7,
        "trend": 29.162224,
        "fair_value": 56.995251,
        "relative_strength": -39.562763,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 29.009736,
        "energy": 38.31808,
        "activity_lines": [
          29.987973,
          29.655282,
          29.332274,
          29.093381
        ]
      },
      {
        "date": "2025-10-17",
        "close": 30.4,
        "volume": 1373996,
        "typical_volume": 1424517.5,
        "trend": 28.963232,
        "fair_value": 56.898183,
        "relative_strength": -37.517901,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 54.878462,
        "energy": 47.061206,
        "activity_lines": [
          30.181421,
          29.812881,
          29.460697,
          29.173237
        ]
      },
      {
        "date": "2025-10-24",
        "close": 30.700001,
        "volume": 644163,
        "typical_volume": 1456725.65,
        "trend": 28.863867,
        "fair_value": 56.798597,
        "relative_strength": -35.405431,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.605194,
        "energy": 52.084523,
        "activity_lines": [
          30.420001,
          30.024641,
          29.606135,
          29.285287
        ]
      },
      {
        "date": "2025-10-31",
        "close": 30.6,
        "volume": 594331,
        "typical_volume": 1486442.2,
        "trend": 28.95143,
        "fair_value": 56.70059,
        "relative_strength": -35.14844,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.31333,
        "energy": 45.505721,
        "activity_lines": [
          30.556667,
          30.188367,
          29.729064,
          29.397296
        ]
      },
      {
        "date": "2025-11-07",
        "close": 31.049999,
        "volume": 768803,
        "typical_volume": 1524882.35,
        "trend": 29.053993,
        "fair_value": 56.588817,
        "relative_strength": -30.798572,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.658673,
        "energy": 44.489438,
        "activity_lines": [
          30.733333,
          30.400729,
          29.882341,
          29.532687
        ]
      },
      {
        "date": "2025-11-14",
        "close": 30.9,
        "volume": 887643,
        "typical_volume": 1155026.35,
        "trend": 29.151556,
        "fair_value": 56.476083,
        "relative_strength": -28.532285,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.310743,
        "energy": 42.256645,
        "activity_lines": [
          30.82,
          30.552174,
          30.006681,
          29.651784
        ]
      },
      {
        "date": "2025-11-21",
        "close": 30.450001,
        "volume": 731077,
        "typical_volume": 1055622.75,
        "trend": 29.234119,
        "fair_value": 56.371009,
        "relative_strength": -25.02522,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.894748,
        "energy": 32.202444,
        "activity_lines": [
          30.726667,
          30.584024,
          30.087479,
          29.735555
        ]
      },
      {
        "date": "2025-11-28",
        "close": 30.450001,
        "volume": 661461,
        "typical_volume": 1009852.1,
        "trend": 29.316682,
        "fair_value": 56.254835,
        "relative_strength": -26.304318,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 51.106181,
        "energy": 28.911085,
        "activity_lines": [
          30.63,
          30.6,
          30.16412,
          29.813999
        ]
      },
      {
        "date": "2025-12-05",
        "close": 30.549999,
        "volume": 562417,
        "typical_volume": 999867.95,
        "trend": 29.402578,
        "fair_value": 56.134307,
        "relative_strength": -24.779885,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 38.758064,
        "energy": 21.589608,
        "activity_lines": [
          30.583333,
          30.62,
          30.240287,
          29.893568
        ]
      },
      {
        "date": "2025-12-12",
        "close": 30.049999,
        "volume": 355628,
        "typical_volume": 974971.1,
        "trend": 29.471808,
        "fair_value": 56.010574,
        "relative_strength": -24.472146,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 34.106948,
        "energy": 15.848728,
        "activity_lines": [
          30.373333,
          30.52,
          30.258136,
          29.935337
        ]
      },
      {
        "date": "2025-12-19",
        "close": 29.5,
        "volume": 543191,
        "typical_volume": 968138.8,
        "trend": 29.522704,
        "fair_value": 55.883315,
        "relative_strength": -23.018969,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 19.472898,
        "energy": 12.50494,
        "activity_lines": [
          30.046666,
          30.327273,
          30.21686,
          29.937156
        ]
      },
      {
        "date": "2025-12-26",
        "close": 29.299999,
        "volume": 262373,
        "typical_volume": 918213.5,
        "trend": 29.566933,
        "fair_value": 55.761434,
        "relative_strength": -24.705835,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 2.410108,
        "energy": 10.694997,
        "activity_lines": [
          29.746666,
          30.115454,
          30.150278,
          29.922788
        ]
      },
      {
        "date": "2026-01-02",
        "close": 28.549999,
        "volume": 1332023,
        "typical_volume": 933530.15,
        "trend": 29.586163,
        "fair_value": 55.62975,
        "relative_strength": -27.766219,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -30.509602,
        "energy": 37.074115,
        "activity_lines": [
          29.273333,
          29.787272,
          30.017406,
          29.857179
        ]
      },
      {
        "date": "2026-01-09",
        "close": 27.9,
        "volume": 824232,
        "typical_volume": 928354.45,
        "trend": 29.583726,
        "fair_value": 55.48835,
        "relative_strength": -30.903233,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.733321,
        "energy": 56.471161,
        "activity_lines": [
          28.709999,
          29.38,
          29.825048,
          29.748394
        ]
      },
      {
        "date": "2026-01-16",
        "close": 28.549999,
        "volume": 589812,
        "typical_volume": 903459.75,
        "trend": 29.602955,
        "fair_value": 55.355556,
        "relative_strength": -30.80631,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -25.655563,
        "energy": 57.241155,
        "activity_lines": [
          28.539999,
          29.139999,
          29.698762,
          29.681702
        ]
      },
      {
        "date": "2026-01-23",
        "close": 28.450001,
        "volume": 728268,
        "typical_volume": 911989.9,
        "trend": 29.52608,
        "fair_value": 55.219347,
        "relative_strength": -31.271056,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -35.276354,
        "energy": 61.360427,
        "activity_lines": [
          28.436667,
          28.927272,
          29.566046,
          29.607318
        ]
      },
      {
        "date": "2026-01-30",
        "close": 28.35,
        "volume": 669974,
        "typical_volume": 892711.7,
        "trend": 29.485181,
        "fair_value": 55.083051,
        "relative_strength": -30.74321,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -35.4958,
        "energy": 58.531372,
        "activity_lines": [
          28.37,
          28.740909,
          29.425578,
          29.531442
        ]
      },
      {
        "date": "2026-02-06",
        "close": 28.200001,
        "volume": 784337,
        "typical_volume": 872817.85,
        "trend": 29.480165,
        "fair_value": 54.941353,
        "relative_strength": -29.401859,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -64.205587,
        "energy": 61.610703,
        "activity_lines": [
          28.316667,
          28.565455,
          29.276667,
          29.448527
        ]
      },
      {
        "date": "2026-02-13",
        "close": 28.85,
        "volume": 563593,
        "typical_volume": 734579.6,
        "trend": 29.498388,
        "fair_value": 54.804933,
        "relative_strength": -30.51445,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.174636,
        "energy": 41.028782,
        "activity_lines": [
          28.503334,
          28.549091,
          29.196667,
          29.407871
        ]
      },
      {
        "date": "2026-02-27",
        "close": 29.700001,
        "volume": 976483,
        "typical_volume": 713349.05,
        "trend": 29.533937,
        "fair_value": 54.673961,
        "relative_strength": -30.884385,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -30.712872,
        "energy": 20.875962,
        "activity_lines": [
          28.910001,
          28.718182,
          29.198095,
          29.420879
        ]
      },
      {
        "date": "2026-03-06",
        "close": 32.799999,
        "volume": 4569350,
        "typical_volume": 921157.75,
        "trend": 29.687736,
        "fair_value": 54.560085,
        "relative_strength": -18.3935,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 31.768833,
        "energy": 33.462822,
        "activity_lines": [
          30.273333,
          29.457273,
          29.498333,
          29.631592
        ]
      },
      {
        "date": "2026-03-13",
        "close": 32.549999,
        "volume": 5045302,
        "typical_volume": 1104723.05,
        "trend": 29.760106,
        "fair_value": 54.444052,
        "relative_strength": -17.384692,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 66.422136,
        "energy": 53.077964,
        "activity_lines": [
          31.263333,
          30.090909,
          29.763571,
          29.816255
        ]
      },
      {
        "date": "2026-03-20",
        "close": 31.950001,
        "volume": 1054917,
        "typical_volume": 1125260.75,
        "trend": 29.856504,
        "fair_value": 54.324173,
        "relative_strength": -18.312565,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 64.173033,
        "energy": 60.844655,
        "activity_lines": [
          31.773333,
          30.556364,
          29.961429,
          29.957538
        ]
      },
      {
        "date": "2026-03-27",
        "close": 32.299999,
        "volume": 1546731,
        "typical_volume": 1172880.75,
        "trend": 29.974002,
        "fair_value": 54.217083,
        "relative_strength": -15.418401,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.157488,
        "energy": 71.85059,
        "activity_lines": [
          32.15,
          31.023636,
          30.186667,
          30.115183
        ]
      },
      {
        "date": "2026-04-03",
        "close": 31.9,
        "volume": 619441,
        "typical_volume": 1165412.65,
        "trend": 30.064016,
        "fair_value": 54.098549,
        "relative_strength": -14.251636,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.194313,
        "energy": 66.633638,
        "activity_lines": [
          32.163333,
          31.338182,
          30.365714,
          30.239441
        ]
      },
      {
        "date": "2026-04-10",
        "close": 32.650002,
        "volume": 1127359,
        "typical_volume": 1177398.45,
        "trend": 30.191609,
        "fair_value": 53.980382,
        "relative_strength": -18.750763,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.882933,
        "energy": 50.796875,
        "activity_lines": [
          32.280001,
          31.728182,
          30.612143,
          30.406279
        ]
      },
      {
        "date": "2026-04-17",
        "close": 33.299999,
        "volume": 1598802,
        "typical_volume": 1220784.7,
        "trend": 30.31571,
        "fair_value": 53.856391,
        "relative_strength": -19.535467,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.438439,
        "energy": 49.647177,
        "activity_lines": [
          32.623333,
          32.16,
          30.912143,
          30.60682
        ]
      },
      {
        "date": "2026-04-24",
        "close": 31.5,
        "volume": 1649504,
        "typical_volume": 1270186.85,
        "trend": 30.376667,
        "fair_value": 53.714757,
        "relative_strength": -27.25765,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.404821,
        "energy": 37.277868,
        "activity_lines": [
          32.316667,
          32.174545,
          31.027143,
          30.683226
        ]
      },
      {
        "date": "2026-05-01",
        "close": 32.0,
        "volume": 1669631,
        "typical_volume": 1325547.55,
        "trend": 30.478333,
        "fair_value": 53.584098,
        "relative_strength": -25.336162,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 44.000112,
        "energy": 29.712111,
        "activity_lines": [
          32.206667,
          32.22,
          31.184762,
          30.787957
        ]
      },
      {
        "date": "2026-05-08",
        "close": 32.0,
        "volume": 1861031,
        "typical_volume": 1400817.7,
        "trend": 30.53,
        "fair_value": 53.455104,
        "relative_strength": -29.43036,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.146177,
        "energy": 24.885037,
        "activity_lines": [
          32.116667,
          32.208182,
          31.335476,
          30.886129
        ]
      },
      {
        "date": "2026-05-15",
        "close": 29.25,
        "volume": 2536320,
        "typical_volume": 1500474.15,
        "trend": 30.49,
        "fair_value": 53.309592,
        "relative_strength": -34.089578,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 13.808883,
        "energy": 13.116048,
        "activity_lines": [
          31.103333,
          31.654545,
          31.215,
          30.803548
        ]
      },
      {
        "date": "2026-05-22",
        "close": 29.450001,
        "volume": 643099,
        "typical_volume": 1519510.45,
        "trend": 30.458333,
        "fair_value": 53.164807,
        "relative_strength": -34.678576,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -7.171059,
        "energy": 14.457604,
        "activity_lines": [
          30.383334,
          31.201818,
          31.114762,
          30.736452
        ]
      },
      {
        "date": "2026-05-29",
        "close": 29.25,
        "volume": 792753,
        "typical_volume": 1492546.95,
        "trend": 30.41,
        "fair_value": 53.015965,
        "relative_strength": -37.983823,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -20.222501,
        "energy": 23.903881,
        "activity_lines": [
          29.853334,
          30.769091,
          30.994762,
          30.658495
        ]
      },
      {
        "date": "2026-06-05",
        "close": 29.5,
        "volume": 845006,
        "typical_volume": 1493585.65,
        "trend": 30.373333,
        "fair_value": 52.88038,
        "relative_strength": -37.171248,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -19.949131,
        "energy": 30.435566,
        "activity_lines": [
          29.556667,
          30.430909,
          30.895238,
          30.599785
        ]
      },
      {
        "date": "2026-06-12",
        "close": 31.15,
        "volume": 2532932,
        "typical_volume": 1590741.65,
        "trend": 30.376667,
        "fair_value": 52.763698,
        "relative_strength": -31.561863,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -11.657124,
        "energy": 24.555196,
        "activity_lines": [
          29.976667,
          30.443636,
          30.945238,
          30.649893
        ]
      },
      {
        "date": "2026-06-19",
        "close": 32.25,
        "volume": 2938495,
        "typical_volume": 1701253.0,
        "trend": 30.421667,
        "fair_value": 52.657953,
        "relative_strength": -31.918213,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 35.855985,
        "energy": 14.770216,
        "activity_lines": [
          30.82,
          30.67,
          31.087619,
          30.770753
        ]
      },
      {
        "date": "2026-06-26",
        "close": 29.4,
        "volume": 857666,
        "typical_volume": 1710637.6,
        "trend": 30.386667,
        "fair_value": 52.530608,
        "relative_strength": -34.54592,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -7.659698,
        "energy": 6.094147,
        "activity_lines": [
          30.513333,
          30.385455,
          30.940476,
          30.704839
        ]
      },
      {
        "date": "2026-07-03",
        "close": 28.65,
        "volume": 1687762,
        "typical_volume": 1755808.85,
        "trend": 30.326667,
        "fair_value": 52.400675,
        "relative_strength": -38.345378,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -22.898505,
        "energy": 11.965575,
        "activity_lines": [
          29.96,
          30.035455,
          30.716905,
          30.592796
        ]
      },
      {
        "date": "2026-07-10",
        "close": 28.1,
        "volume": 0,
        "typical_volume": 1727629.2,
        "trend": 30.245,
        "fair_value": 52.269437,
        "relative_strength": -36.78048,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -37.509577,
        "energy": 31.628862,
        "activity_lines": [
          29.263333,
          29.637273,
          30.43881,
          30.44914
        ]
      },
      {
        "date": "2026-07-17",
        "close": 26.85,
        "volume": 946916,
        "typical_volume": 1726150.85,
        "trend": 30.138333,
        "fair_value": 52.131852,
        "relative_strength": -35.00734,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -46.549941,
        "energy": 62.076856,
        "activity_lines": [
          28.243333,
          29.082727,
          30.045238,
          30.230108
        ]
      },
      {
        "date": "2026-07-24",
        "close": 26.65,
        "volume": 393826,
        "typical_volume": 1517374.65,
        "trend": 30.043333,
        "fair_value": 51.992429,
        "relative_strength": -36.184388,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -73.748564,
        "energy": 78.895265,
        "activity_lines": [
          27.443333,
          28.585455,
          29.646191,
          30.005054
        ]
      },
      {
        "date": "2026-07-31",
        "close": 25.799999,
        "volume": 1357359,
        "typical_volume": 1332977.5,
        "trend": 29.926667,
        "fair_value": 51.842562,
        "relative_strength": -36.654452,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.775223,
        "energy": 85.092312,
        "activity_lines": [
          26.733333,
          27.980909,
          29.195476,
          29.73129
        ]
      },
      {
        "date": "2026-08-07",
        "close": 24.200001,
        "volume": 1168848,
        "typical_volume": 1338674.05,
        "trend": 29.781667,
        "fair_value": 51.685214,
        "relative_strength": -41.285293,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -86.547663,
        "energy": 91.292313,
        "activity_lines": [
          25.73,
          27.151818,
          28.624524,
          29.361828
        ]
      },
      {
        "date": "2026-08-14",
        "close": 24.75,
        "volume": 484947,
        "typical_volume": 1285584.85,
        "trend": 29.676667,
        "fair_value": 51.529171,
        "relative_strength": -41.148912,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.580738,
        "energy": 89.541173,
        "activity_lines": [
          25.206667,
          26.514545,
          28.142857,
          29.037204
        ]
      }
    ],
    "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."
    }
  }
}