{
  "ticker": {
    "uuid": "a37060f1-e862-48bc-8f83-753a253bc429",
    "symbol": "8109",
    "name": "P-Duke Technology Co.,Ltd.",
    "exchange": "TWO",
    "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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 67.12,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 36.614,
    "architecture_energy": 18.113,
    "architecture_maturity": 49.548,
    "architecture_confidence": 72.641,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 43.06,
        "rotation_up": 31.45,
        "upward_expansion": 63.55,
        "deceleration": 84.96,
        "rotation_down": 28.18,
        "downward_expansion": 15.88
      },
      "activity_lines": [
        128.666667,
        130.427273,
        126.930952,
        121.984068
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 131.0,
    "trend_reference": 115.67797,
    "distance_from_trend": 0.132454,
    "trend_direction": "Improving",
    "fair_value": 90.986193,
    "distance_from_fair_value": 0.439779,
    "fair_value_direction": "Improving",
    "relative_strength": -11.147705,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.281391,
    "excess_performance": -0.159981,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.132454,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.107479,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.439779,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.139776,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.111477,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.07601,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.281391,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.411151,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1156000,
      "relative_activity": 0.568847,
      "balance": 1.411151,
      "dry_up": 0.769035,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.115385,
      "annualized_volatility": 0.497475,
      "from_high_reference": -0.213213,
      "from_low_reference": 0.663942
    },
    "levels": {
      "trend_reference": 115.67797,
      "fair_value_reference": 90.986193,
      "structural_low": 94.398024,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.003058,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": -0.035464,
        "regime_survival": 0.363636,
        "best_return": 0.07125,
        "worst_return": -0.058706,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.062674,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.097562,
        "regime_survival": 0.0,
        "best_return": 0.245575,
        "worst_return": -0.052326,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.148575,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.059525,
        "regime_survival": 0.0,
        "best_return": 0.258946,
        "worst_return": 0.037409,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.1887,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.125586,
        "regime_survival": 0.333333,
        "best_return": 0.304537,
        "worst_return": -0.114642,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-07-26",
        "end": "2024-08-16",
        "tenure": "New",
        "return": -0.027382,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-23",
        "end": "2024-12-27",
        "tenure": "Established",
        "return": 0.018079,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-01-03",
        "end": "2025-02-07",
        "tenure": "Developing",
        "return": -0.006417,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-14",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": -0.026906,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-04-04",
        "end": "2025-04-18",
        "tenure": "New",
        "return": -0.063953,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-25",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.01358,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-06-06",
        "end": "2025-08-08",
        "tenure": "Developing",
        "return": 0.026829,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-15",
        "end": "2025-08-15",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-22",
        "end": "2025-09-05",
        "tenure": "New",
        "return": 0.163793,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-12",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": -0.070192,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2025-12-12",
        "tenure": "Developing",
        "return": 0.004077,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-12-19",
        "end": "2026-01-09",
        "tenure": "New",
        "return": 0.058468,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-16",
        "end": "2026-08-07",
        "tenure": "Extended",
        "return": 0.278145,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-08-14",
        "end": "2026-08-14",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-11",
        "close": 88.178482,
        "volume": 5168000,
        "typical_volume": 1660900.0,
        "trend": 75.58249,
        "fair_value": 58.951544,
        "relative_strength": 13.275744,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 67.090489,
        "energy": 81.771853,
        "activity_lines": [
          88.189897,
          84.662953,
          80.757752,
          78.537328
        ]
      },
      {
        "date": "2023-08-18",
        "close": 93.743141,
        "volume": 6272000,
        "typical_volume": 1937050.0,
        "trend": 76.459862,
        "fair_value": 59.255865,
        "relative_strength": 21.162244,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 80.34121,
        "energy": 77.592133,
        "activity_lines": [
          90.529908,
          86.759482,
          82.235218,
          79.708983
        ]
      },
      {
        "date": "2023-08-25",
        "close": 95.8834,
        "volume": 4774000,
        "typical_volume": 2157550.0,
        "trend": 77.403357,
        "fair_value": 59.569419,
        "relative_strength": 22.289516,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 79.239164,
        "energy": 67.860568,
        "activity_lines": [
          92.715822,
          88.959394,
          83.81057,
          80.962114
        ]
      },
      {
        "date": "2023-09-01",
        "close": 94.171196,
        "volume": 2472000,
        "typical_volume": 2197200.0,
        "trend": 78.19842,
        "fair_value": 59.872447,
        "relative_strength": 18.170804,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 68.774223,
        "energy": 61.947864,
        "activity_lines": [
          93.486314,
          90.518756,
          85.119065,
          82.04391
        ]
      },
      {
        "date": "2023-09-08",
        "close": 87.32238,
        "volume": 3064000,
        "typical_volume": 2282450.0,
        "trend": 78.817393,
        "fair_value": 60.133366,
        "relative_strength": 9.7097,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 62.541122,
        "energy": 52.934741,
        "activity_lines": [
          91.77411,
          90.519531,
          85.703202,
          82.632553
        ]
      },
      {
        "date": "2023-09-15",
        "close": 88.178482,
        "volume": 4245000,
        "typical_volume": 2470500.0,
        "trend": 79.454463,
        "fair_value": 60.396632,
        "relative_strength": 8.307017,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 57.255797,
        "energy": 42.108207,
        "activity_lines": [
          90.547031,
          90.500853,
          86.307845,
          83.236494
        ]
      },
      {
        "date": "2023-09-22",
        "close": 86.038231,
        "volume": 1881000,
        "typical_volume": 2550400.0,
        "trend": 79.973207,
        "fair_value": 60.642589,
        "relative_strength": 9.24821,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 41.55719,
        "energy": 25.492104,
        "activity_lines": [
          88.606534,
          89.909365,
          86.641954,
          83.661253
        ]
      },
      {
        "date": "2023-09-29",
        "close": 86.038231,
        "volume": 813000,
        "typical_volume": 2572900.0,
        "trend": 80.452798,
        "fair_value": 60.892135,
        "relative_strength": 9.045017,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.347395,
        "energy": 23.044049,
        "activity_lines": [
          87.179699,
          89.221371,
          86.916362,
          84.052545
        ]
      },
      {
        "date": "2023-10-06",
        "close": 81.244057,
        "volume": 2259000,
        "typical_volume": 2662250.0,
        "trend": 80.720378,
        "fair_value": 61.110501,
        "relative_strength": 1.952572,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 15.735275,
        "energy": 17.801476,
        "activity_lines": [
          84.81115,
          87.610343,
          86.669691,
          84.103594
        ]
      },
      {
        "date": "2023-10-13",
        "close": 82.356987,
        "volume": 729000,
        "typical_volume": 2680700.0,
        "trend": 81.025057,
        "fair_value": 61.340937,
        "relative_strength": 1.745741,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 4.936855,
        "energy": 15.58959,
        "activity_lines": [
          83.675387,
          86.382225,
          86.500522,
          84.209182
        ]
      },
      {
        "date": "2023-10-20",
        "close": 80.901619,
        "volume": 976000,
        "typical_volume": 2710800.0,
        "trend": 81.349088,
        "fair_value": 61.56339,
        "relative_strength": 2.074559,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -1.309187,
        "energy": 17.605017,
        "activity_lines": [
          82.385527,
          85.034254,
          86.15297,
          84.201218
        ]
      },
      {
        "date": "2023-10-27",
        "close": 80.987228,
        "volume": 597000,
        "typical_volume": 2670650.0,
        "trend": 81.665532,
        "fair_value": 61.786392,
        "relative_strength": 4.094032,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -21.57517,
        "energy": 28.387889,
        "activity_lines": [
          81.609328,
          83.834155,
          85.780325,
          84.177872
        ]
      },
      {
        "date": "2023-11-03",
        "close": 81.244057,
        "volume": 561000,
        "typical_volume": 2659550.0,
        "trend": 81.904082,
        "fair_value": 62.008796,
        "relative_strength": 2.054996,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -21.194135,
        "energy": 39.185536,
        "activity_lines": [
          81.255472,
          82.912678,
          85.418041,
          84.15068
        ]
      },
      {
        "date": "2023-11-10",
        "close": 82.613823,
        "volume": 738000,
        "typical_volume": 2683000.0,
        "trend": 82.023464,
        "fair_value": 62.244468,
        "relative_strength": 2.773621,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -20.796623,
        "energy": 38.072379,
        "activity_lines": [
          81.677817,
          82.506419,
          85.169693,
          84.19647
        ]
      },
      {
        "date": "2023-11-17",
        "close": 84.582855,
        "volume": 740000,
        "typical_volume": 2700500.0,
        "trend": 82.359339,
        "fair_value": 62.492762,
        "relative_strength": 2.018421,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "up",
        "direction": 1.486518,
        "energy": 13.712128,
        "activity_lines": [
          82.665188,
          82.6683,
          85.08184,
          84.361592
        ]
      },
      {
        "date": "2023-11-24",
        "close": 85.010902,
        "volume": 771000,
        "typical_volume": 2694550.0,
        "trend": 82.720656,
        "fair_value": 62.744697,
        "relative_strength": 1.939927,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 18.316565,
        "energy": 13.057749,
        "activity_lines": [
          83.646849,
          82.957818,
          85.001937,
          84.532661
        ]
      },
      {
        "date": "2023-12-01",
        "close": 85.438957,
        "volume": 568000,
        "typical_volume": 2683650.0,
        "trend": 83.118591,
        "fair_value": 62.998928,
        "relative_strength": 1.421531,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.994654,
        "energy": 22.616337,
        "activity_lines": [
          84.497244,
          83.382756,
          84.92978,
          84.708035
        ]
      },
      {
        "date": "2023-12-08",
        "close": 82.956268,
        "volume": 934000,
        "typical_volume": 2469000.0,
        "trend": 83.467293,
        "fair_value": 63.236346,
        "relative_strength": -1.267634,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -4.221462,
        "energy": 13.193253,
        "activity_lines": [
          84.223294,
          83.367191,
          84.598755,
          84.697563
        ]
      },
      {
        "date": "2023-12-15",
        "close": 82.785042,
        "volume": 769000,
        "typical_volume": 2098400.0,
        "trend": 83.718097,
        "fair_value": 63.465937,
        "relative_strength": -3.088737,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -9.044994,
        "energy": 10.873252,
        "activity_lines": [
          83.778121,
          83.376531,
          84.252645,
          84.653546
        ]
      },
      {
        "date": "2023-12-22",
        "close": 81.672112,
        "volume": 382000,
        "typical_volume": 1935650.0,
        "trend": 83.973709,
        "fair_value": 63.688841,
        "relative_strength": -3.986592,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -31.511806,
        "energy": 23.216681,
        "activity_lines": [
          82.950557,
          83.155501,
          83.840493,
          84.521547
        ]
      },
      {
        "date": "2023-12-29",
        "close": 82.528206,
        "volume": 303000,
        "typical_volume": 1692400.0,
        "trend": 84.26065,
        "fair_value": 63.920375,
        "relative_strength": -4.754745,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -24.836496,
        "energy": 36.102187,
        "activity_lines": [
          82.602406,
          83.102578,
          83.551049,
          84.428289
        ]
      },
      {
        "date": "2024-01-05",
        "close": 81.415276,
        "volume": 265000,
        "typical_volume": 1392050.0,
        "trend": 84.373605,
        "fair_value": 64.135351,
        "relative_strength": -3.778274,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.16867,
        "energy": 62.669382,
        "activity_lines": [
          82.048793,
          82.817729,
          83.182517,
          84.244717
        ]
      },
      {
        "date": "2024-01-12",
        "close": 80.216728,
        "volume": 522000,
        "typical_volume": 1179450.0,
        "trend": 84.45499,
        "fair_value": 64.343542,
        "relative_strength": -5.11072,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.755369,
        "energy": 72.474435,
        "activity_lines": [
          81.363909,
          82.307179,
          82.758542,
          83.976531
        ]
      },
      {
        "date": "2024-01-19",
        "close": 80.987228,
        "volume": 384050,
        "typical_volume": 1075052.5,
        "trend": 84.589994,
        "fair_value": 64.556224,
        "relative_strength": -5.125442,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.591664,
        "energy": 66.674438,
        "activity_lines": [
          81.118494,
          81.955399,
          82.482551,
          83.752804
        ]
      },
      {
        "date": "2024-01-26",
        "close": 82.014549,
        "volume": 333000,
        "typical_volume": 938502.5,
        "trend": 84.734099,
        "fair_value": 64.772798,
        "relative_strength": -5.607922,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.679864,
        "energy": 58.886184,
        "activity_lines": [
          81.335373,
          81.81998,
          82.367181,
          83.586647
        ]
      },
      {
        "date": "2024-02-02",
        "close": 81.500885,
        "volume": 250000,
        "typical_volume": 738752.5,
        "trend": 84.848246,
        "fair_value": 64.983836,
        "relative_strength": -6.538396,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.741219,
        "energy": 40.919383,
        "activity_lines": [
          81.358202,
          81.637863,
          82.228166,
          83.378052
        ]
      },
      {
        "date": "2024-02-09",
        "close": 81.15844,
        "volume": 38000,
        "typical_volume": 646602.5,
        "trend": 84.862514,
        "fair_value": 65.199859,
        "relative_strength": -7.144276,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.112779,
        "energy": 36.977932,
        "activity_lines": [
          81.335371,
          81.457302,
          82.088336,
          83.14
        ]
      },
      {
        "date": "2024-02-16",
        "close": 83.04187,
        "volume": 155000,
        "typical_volume": 613702.5,
        "trend": 84.856807,
        "fair_value": 65.43289,
        "relative_strength": -7.599946,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -37.177093,
        "energy": 21.314468,
        "activity_lines": [
          81.957473,
          81.697011,
          82.151116,
          83.022539
        ]
      },
      {
        "date": "2024-02-23",
        "close": 83.298698,
        "volume": 499000,
        "typical_volume": 525702.5,
        "trend": 84.594269,
        "fair_value": 65.657696,
        "relative_strength": -8.648186,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -24.404621,
        "energy": 15.441002,
        "activity_lines": [
          82.476841,
          81.981859,
          82.252625,
          82.922016
        ]
      },
      {
        "date": "2024-03-01",
        "close": 84.326019,
        "volume": 366000,
        "typical_volume": 507552.5,
        "trend": 84.394512,
        "fair_value": 65.87787,
        "relative_strength": -7.699337,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 5.352618,
        "energy": 15.392862,
        "activity_lines": [
          83.184551,
          82.444153,
          82.44219,
          82.90471
        ]
      },
      {
        "date": "2024-03-08",
        "close": 82.185768,
        "volume": 814000,
        "typical_volume": 499452.5,
        "trend": 84.194755,
        "fair_value": 66.084324,
        "relative_strength": -13.71069,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -13.078568,
        "energy": 18.51213,
        "activity_lines": [
          83.024746,
          82.469058,
          82.418546,
          82.76221
        ]
      },
      {
        "date": "2024-03-15",
        "close": 86.466278,
        "volume": 1724000,
        "typical_volume": 555802.5,
        "trend": 83.952192,
        "fair_value": 66.314628,
        "relative_strength": -8.616266,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 38.212227,
        "energy": 34.12817,
        "activity_lines": [
          84.246119,
          83.278464,
          82.796453,
          82.90876
        ]
      },
      {
        "date": "2024-03-22",
        "close": 88.606522,
        "volume": 1230000,
        "typical_volume": 589252.5,
        "trend": 83.70963,
        "fair_value": 66.555062,
        "relative_strength": -8.847965,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 57.462958,
        "energy": 67.134579,
        "activity_lines": [
          85.827051,
          84.385169,
          83.352103,
          83.209039
        ]
      },
      {
        "date": "2024-03-29",
        "close": 88.826859,
        "volume": 1913000,
        "typical_volume": 648002.5,
        "trend": 83.531485,
        "fair_value": 66.795562,
        "relative_strength": -8.871656,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 79.975186,
        "energy": 82.143537,
        "activity_lines": [
          87.110451,
          85.379393,
          83.893678,
          83.539183
        ]
      },
      {
        "date": "2024-04-05",
        "close": 88.64521,
        "volume": 469000,
        "typical_volume": 634452.5,
        "trend": 83.57558,
        "fair_value": 67.034897,
        "relative_strength": -9.13469,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.806388,
        "energy": 82.628043,
        "activity_lines": [
          87.964758,
          86.198051,
          84.388368,
          83.869101
        ]
      },
      {
        "date": "2024-04-12",
        "close": 86.465408,
        "volume": 594000,
        "typical_volume": 625602.5,
        "trend": 83.518477,
        "fair_value": 67.252925,
        "relative_strength": -12.797565,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.745317,
        "energy": 75.550991,
        "activity_lines": [
          87.804519,
          86.499825,
          84.656112,
          84.055541
        ]
      },
      {
        "date": "2024-04-19",
        "close": 84.467255,
        "volume": 708000,
        "typical_volume": 632602.5,
        "trend": 83.466111,
        "fair_value": 67.442603,
        "relative_strength": -9.372667,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.735814,
        "energy": 42.792136,
        "activity_lines": [
          86.692918,
          86.348033,
          84.72663,
          84.116753
        ]
      },
      {
        "date": "2024-04-26",
        "close": 85.012207,
        "volume": 356000,
        "typical_volume": 603702.5,
        "trend": 83.43191,
        "fair_value": 67.640013,
        "relative_strength": -11.286476,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 41.779492,
        "energy": 25.191682,
        "activity_lines": [
          85.896237,
          86.235164,
          84.853675,
          84.216501
        ]
      },
      {
        "date": "2024-05-03",
        "close": 87.282837,
        "volume": 410000,
        "typical_volume": 585752.5,
        "trend": 83.633203,
        "fair_value": 67.850095,
        "relative_strength": -9.707308,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 46.192615,
        "energy": 23.301978,
        "activity_lines": [
          86.096054,
          86.499312,
          85.187181,
          84.464948
        ]
      },
      {
        "date": "2024-05-10",
        "close": 86.192932,
        "volume": 492000,
        "typical_volume": 591252.5,
        "trend": 83.761068,
        "fair_value": 68.049423,
        "relative_strength": -12.282125,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.382456,
        "energy": 19.874601,
        "activity_lines": [
          86.035503,
          86.492857,
          85.395468,
          84.630092
        ]
      },
      {
        "date": "2024-05-17",
        "close": 89.462631,
        "volume": 411000,
        "typical_volume": 596652.5,
        "trend": 84.046435,
        "fair_value": 68.277716,
        "relative_strength": -11.14842,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 68.147035,
        "energy": 38.887138,
        "activity_lines": [
          87.228338,
          87.046948,
          85.893627,
          84.997934
        ]
      },
      {
        "date": "2024-05-24",
        "close": 88.191078,
        "volume": 261000,
        "typical_volume": 596452.5,
        "trend": 84.286563,
        "fair_value": 68.520462,
        "relative_strength": -13.519228,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 58.256058,
        "energy": 43.683473,
        "activity_lines": [
          87.797506,
          87.237542,
          86.237665,
          85.265331
        ]
      },
      {
        "date": "2024-05-31",
        "close": 87.192009,
        "volume": 273000,
        "typical_volume": 584002.5,
        "trend": 84.484828,
        "fair_value": 68.756804,
        "relative_strength": -12.81085,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 53.376287,
        "energy": 37.287142,
        "activity_lines": [
          87.785397,
          87.215126,
          86.454288,
          85.452779
        ]
      },
      {
        "date": "2024-06-07",
        "close": 85.012207,
        "volume": 399000,
        "typical_volume": 584750.0,
        "trend": 84.564775,
        "fair_value": 68.9674,
        "relative_strength": -17.405352,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 43.752312,
        "energy": 27.24243,
        "activity_lines": [
          86.901367,
          86.822102,
          86.430095,
          85.486803
        ]
      },
      {
        "date": "2024-06-14",
        "close": 85.557152,
        "volume": 258000,
        "typical_volume": 581000.0,
        "trend": 84.597251,
        "fair_value": 69.185257,
        "relative_strength": -19.032828,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 31.263377,
        "energy": 15.12465,
        "activity_lines": [
          86.35036,
          86.597515,
          86.438635,
          85.550828
        ]
      },
      {
        "date": "2024-06-21",
        "close": 85.829636,
        "volume": 190000,
        "typical_volume": 578000.0,
        "trend": 84.624542,
        "fair_value": 69.405802,
        "relative_strength": -21.137709,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 26.532415,
        "energy": 18.688173,
        "activity_lines": [
          85.932567,
          86.478618,
          86.456256,
          85.630336
        ]
      },
      {
        "date": "2024-06-28",
        "close": 85.375511,
        "volume": 537000,
        "typical_volume": 602950.0,
        "trend": 84.622427,
        "fair_value": 69.624378,
        "relative_strength": -20.512386,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 9.560042,
        "energy": 14.837939,
        "activity_lines": [
          85.605599,
          86.288712,
          86.410014,
          85.678786
        ]
      },
      {
        "date": "2024-07-05",
        "close": 84.739731,
        "volume": 429000,
        "typical_volume": 616650.0,
        "trend": 84.681876,
        "fair_value": 69.837465,
        "relative_strength": -22.512776,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 2.367185,
        "energy": 12.202647,
        "activity_lines": [
          85.254408,
          85.966696,
          86.283141,
          85.686354
        ]
      },
      {
        "date": "2024-07-12",
        "close": 84.103951,
        "volume": 476000,
        "typical_volume": 615500.0,
        "trend": 84.72584,
        "fair_value": 70.034233,
        "relative_strength": -23.88887,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -4.131269,
        "energy": 20.216135,
        "activity_lines": [
          84.854776,
          85.534037,
          86.087631,
          85.649068
        ]
      },
      {
        "date": "2024-07-19",
        "close": 83.377365,
        "volume": 187000,
        "typical_volume": 606550.0,
        "trend": 84.782682,
        "fair_value": 70.221304,
        "relative_strength": -20.680312,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -28.824117,
        "energy": 42.009088,
        "activity_lines": [
          84.273499,
          85.02707,
          85.819089,
          85.56207
        ]
      },
      {
        "date": "2024-07-26",
        "close": 82.923233,
        "volume": 189000,
        "typical_volume": 575300.0,
        "trend": 84.795849,
        "fair_value": 70.403085,
        "relative_strength": -17.914097,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.389793,
        "energy": 50.900902,
        "activity_lines": [
          83.686163,
          84.488726,
          85.511813,
          85.442106
        ]
      },
      {
        "date": "2024-08-02",
        "close": 83.28653,
        "volume": 304000,
        "typical_volume": 504300.0,
        "trend": 84.858224,
        "fair_value": 70.568159,
        "relative_strength": -15.180892,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -36.702055,
        "energy": 53.512399,
        "activity_lines": [
          83.413687,
          84.135333,
          85.235626,
          85.34473
        ]
      },
      {
        "date": "2024-08-09",
        "close": 81.288383,
        "volume": 473000,
        "typical_volume": 466450.0,
        "trend": 84.893946,
        "fair_value": 70.727563,
        "relative_strength": -16.020994,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -47.805165,
        "energy": 57.680365,
        "activity_lines": [
          82.614428,
          83.507815,
          84.78428,
          85.114418
        ]
      },
      {
        "date": "2024-08-16",
        "close": 80.652611,
        "volume": 163000,
        "typical_volume": 378950.0,
        "trend": 84.882792,
        "fair_value": 70.878132,
        "relative_strength": -19.231611,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -76.579093,
        "energy": 73.877528,
        "activity_lines": [
          81.833334,
          82.872041,
          84.307233,
          84.840783
        ]
      },
      {
        "date": "2024-08-23",
        "close": 80.380135,
        "volume": 232000,
        "typical_volume": 367100.0,
        "trend": 84.828312,
        "fair_value": 71.037424,
        "relative_strength": -18.037006,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.152185,
        "energy": 75.673599,
        "activity_lines": [
          81.191504,
          82.265991,
          83.84316,
          84.550289
        ]
      },
      {
        "date": "2024-08-30",
        "close": 81.56086,
        "volume": 318000,
        "typical_volume": 353300.0,
        "trend": 84.830311,
        "fair_value": 71.208092,
        "relative_strength": -16.520379,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.678954,
        "energy": 67.5081,
        "activity_lines": [
          81.143065,
          81.968746,
          83.530896,
          84.339486
        ]
      },
      {
        "date": "2024-09-06",
        "close": 79.92601,
        "volume": 239000,
        "typical_volume": 329850.0,
        "trend": 84.78923,
        "fair_value": 71.358763,
        "relative_strength": -14.437704,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -71.127832,
        "energy": 70.811491,
        "activity_lines": [
          80.6405,
          81.451869,
          83.086286,
          84.023079
        ]
      },
      {
        "date": "2024-09-13",
        "close": 80.834251,
        "volume": 141000,
        "typical_volume": 319100.0,
        "trend": 84.715643,
        "fair_value": 71.510497,
        "relative_strength": -14.189124,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.441883,
        "energy": 47.596387,
        "activity_lines": [
          80.664717,
          81.199209,
          82.7498,
          83.76792
        ]
      },
      {
        "date": "2024-09-20",
        "close": 81.470024,
        "volume": 96000,
        "typical_volume": 303400.0,
        "trend": 84.654687,
        "fair_value": 71.678679,
        "relative_strength": -14.471317,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.383732,
        "energy": 40.438457,
        "activity_lines": [
          80.931134,
          81.133153,
          82.493759,
          83.558525
        ]
      },
      {
        "date": "2024-09-27",
        "close": 83.014061,
        "volume": 153000,
        "typical_volume": 286450.0,
        "trend": 84.610955,
        "fair_value": 71.852476,
        "relative_strength": -14.764291,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -41.975708,
        "energy": 29.06456,
        "activity_lines": [
          81.657736,
          81.39572,
          82.41245,
          83.452678
        ]
      },
      {
        "date": "2024-10-04",
        "close": 81.288383,
        "volume": 52000,
        "typical_volume": 268500.0,
        "trend": 84.581042,
        "fair_value": 72.01997,
        "relative_strength": -14.097063,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -39.660411,
        "energy": 23.434257,
        "activity_lines": [
          81.633516,
          81.351134,
          82.181927,
          83.238319
        ]
      },
      {
        "date": "2024-10-11",
        "close": 78.926933,
        "volume": 300000,
        "typical_volume": 270450.0,
        "trend": 84.329731,
        "fair_value": 72.188982,
        "relative_strength": -18.23242,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.890221,
        "energy": 37.608472,
        "activity_lines": [
          80.840312,
          80.906917,
          81.76543,
          82.873537
        ]
      },
      {
        "date": "2024-10-18",
        "close": 79.562706,
        "volume": 151000,
        "typical_volume": 264350.0,
        "trend": 84.02827,
        "fair_value": 72.35969,
        "relative_strength": -19.06273,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.329823,
        "energy": 38.917932,
        "activity_lines": [
          80.325637,
          80.657561,
          81.453597,
          82.565987
        ]
      },
      {
        "date": "2024-10-25",
        "close": 79.92601,
        "volume": 152000,
        "typical_volume": 252000.0,
        "trend": 83.731575,
        "fair_value": 72.530824,
        "relative_strength": -17.605396,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.977451,
        "energy": 44.30238,
        "activity_lines": [
          80.016833,
          80.505636,
          81.212695,
          82.301325
        ]
      },
      {
        "date": "2024-11-01",
        "close": 80.470955,
        "volume": 210000,
        "typical_volume": 249600.0,
        "trend": 83.4591,
        "fair_value": 72.704975,
        "relative_strength": -14.4236,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.27666,
        "energy": 43.268947,
        "activity_lines": [
          79.992612,
          80.466003,
          81.047912,
          82.090963
        ]
      },
      {
        "date": "2024-11-08",
        "close": 80.01683,
        "volume": 176000,
        "typical_volume": 248900.0,
        "trend": 83.244147,
        "fair_value": 72.877643,
        "relative_strength": -17.101592,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.036442,
        "energy": 43.937368,
        "activity_lines": [
          79.986556,
          80.34215,
          80.8641,
          81.868881
        ]
      },
      {
        "date": "2024-11-15",
        "close": 79.108582,
        "volume": 296000,
        "typical_volume": 236850.0,
        "trend": 83.065525,
        "fair_value": 73.04544,
        "relative_strength": -14.543407,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.912435,
        "energy": 40.347956,
        "activity_lines": [
          79.762521,
          80.081235,
          80.621467,
          81.60207
        ]
      },
      {
        "date": "2024-11-22",
        "close": 78.745285,
        "volume": 257887,
        "typical_volume": 228294.35,
        "trend": 82.856627,
        "fair_value": 73.210433,
        "relative_strength": -14.941282,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.17968,
        "energy": 43.882428,
        "activity_lines": [
          79.405278,
          79.769128,
          80.374077,
          81.323345
        ]
      },
      {
        "date": "2024-11-29",
        "close": 80.01683,
        "volume": 178000,
        "typical_volume": 213394.35,
        "trend": 82.614427,
        "fair_value": 73.383101,
        "relative_strength": -10.520299,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -54.337847,
        "energy": 38.690655,
        "activity_lines": [
          79.526377,
          79.726192,
          80.276332,
          81.140132
        ]
      },
      {
        "date": "2024-12-06",
        "close": 79.835182,
        "volume": 96000,
        "typical_volume": 208844.35,
        "trend": 82.402502,
        "fair_value": 73.553176,
        "relative_strength": -13.757115,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -52.317878,
        "energy": 36.119363,
        "activity_lines": [
          79.580872,
          79.676651,
          80.180749,
          80.960826
        ]
      },
      {
        "date": "2024-12-13",
        "close": 79.471878,
        "volume": 111000,
        "typical_volume": 204944.35,
        "trend": 82.069477,
        "fair_value": 73.712357,
        "relative_strength": -12.98877,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.993956,
        "energy": 34.924667,
        "activity_lines": [
          79.556651,
          79.618853,
          80.067434,
          80.771754
        ]
      },
      {
        "date": "2024-12-20",
        "close": 79.199402,
        "volume": 166000,
        "typical_volume": 198044.35,
        "trend": 81.769755,
        "fair_value": 73.868839,
        "relative_strength": -10.836286,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.139043,
        "energy": 31.931251,
        "activity_lines": [
          79.477934,
          79.54454,
          79.944604,
          80.586588
        ]
      },
      {
        "date": "2024-12-27",
        "close": 81.833328,
        "volume": 221000,
        "typical_volume": 185444.35,
        "trend": 81.591132,
        "fair_value": 74.043633,
        "relative_strength": -10.426261,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -15.060042,
        "energy": 9.920249,
        "activity_lines": [
          80.271138,
          79.94417,
          80.092086,
          80.590689
        ]
      },
      {
        "date": "2025-01-03",
        "close": 84.921379,
        "volume": 386000,
        "typical_volume": 196594.35,
        "trend": 81.588104,
        "fair_value": 74.232988,
        "relative_strength": -5.11835,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 40.620965,
        "energy": 35.895746,
        "activity_lines": [
          81.887823,
          80.863979,
          80.531073,
          80.805544
        ]
      },
      {
        "date": "2025-01-10",
        "close": 83.195709,
        "volume": 301000,
        "typical_volume": 200044.35,
        "trend": 81.509389,
        "fair_value": 74.407474,
        "relative_strength": -7.023052,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 28.49846,
        "energy": 49.862676,
        "activity_lines": [
          82.602315,
          81.379205,
          80.785383,
          80.90926
        ]
      },
      {
        "date": "2025-01-17",
        "close": 83.649826,
        "volume": 192000,
        "typical_volume": 193744.35,
        "trend": 81.436729,
        "fair_value": 74.591057,
        "relative_strength": -6.619252,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 38.987359,
        "energy": 63.104977,
        "activity_lines": [
          83.244144,
          81.927457,
          81.069535,
          81.047353
        ]
      },
      {
        "date": "2025-01-24",
        "close": 83.83149,
        "volume": 95000,
        "typical_volume": 186544.35,
        "trend": 81.385262,
        "fair_value": 74.776756,
        "relative_strength": -7.460276,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 39.062572,
        "energy": 67.160788,
        "activity_lines": [
          83.667998,
          82.442684,
          81.361041,
          81.201854
        ]
      },
      {
        "date": "2025-02-07",
        "close": 84.376434,
        "volume": 200342,
        "typical_volume": 189511.45,
        "trend": 81.373152,
        "fair_value": 74.965948,
        "relative_strength": -6.241406,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 71.220923,
        "energy": 74.704781,
        "activity_lines": [
          83.964694,
          82.971121,
          81.685849,
          81.394832
        ]
      },
      {
        "date": "2025-02-14",
        "close": 86.011284,
        "volume": 710154,
        "typical_volume": 220219.15,
        "trend": 81.43673,
        "fair_value": 75.165621,
        "relative_strength": -2.704611,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.642841,
        "energy": 76.773288,
        "activity_lines": [
          84.636799,
          83.694419,
          82.149489,
          81.694067
        ]
      },
      {
        "date": "2025-02-21",
        "close": 86.556236,
        "volume": 237426,
        "typical_volume": 224440.45,
        "trend": 81.542692,
        "fair_value": 75.358317,
        "relative_strength": -4.077609,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 80.111567,
        "energy": 79.562858,
        "activity_lines": [
          85.417895,
          84.407809,
          82.643405,
          82.024357
        ]
      },
      {
        "date": "2025-02-28",
        "close": 87.192009,
        "volume": 213239,
        "typical_volume": 232502.4,
        "trend": 81.684985,
        "fair_value": 75.552709,
        "relative_strength": -0.218384,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.105514,
        "energy": 81.719847,
        "activity_lines": [
          86.18688,
          85.114593,
          83.181002,
          82.38883
        ]
      },
      {
        "date": "2025-03-07",
        "close": 85.103027,
        "volume": 413299,
        "typical_volume": 238167.35,
        "trend": 81.745534,
        "fair_value": 75.741324,
        "relative_strength": -0.204671,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.213642,
        "energy": 65.638224,
        "activity_lines": [
          86.023392,
          85.301196,
          83.491537,
          82.609348
        ]
      },
      {
        "date": "2025-03-14",
        "close": 84.103951,
        "volume": 372025,
        "typical_volume": 249218.6,
        "trend": 81.839387,
        "fair_value": 75.917349,
        "relative_strength": 1.521615,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.619908,
        "energy": 47.556561,
        "activity_lines": [
          85.44211,
          85.198811,
          83.677511,
          82.761504
        ]
      },
      {
        "date": "2025-03-21",
        "close": 84.285606,
        "volume": 220431,
        "typical_volume": 252640.15,
        "trend": 81.960487,
        "fair_value": 76.107863,
        "relative_strength": 0.944446,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 44.933231,
        "energy": 31.868294,
        "activity_lines": [
          84.939545,
          85.088169,
          83.859161,
          82.919325
        ]
      },
      {
        "date": "2025-03-28",
        "close": 83.697029,
        "volume": 453035,
        "typical_volume": 264791.9,
        "trend": 82.07105,
        "fair_value": 76.290321,
        "relative_strength": 3.319801,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 36.418011,
        "energy": 21.831809,
        "activity_lines": [
          84.355832,
          84.882073,
          83.963996,
          83.03136
        ]
      },
      {
        "date": "2025-04-04",
        "close": 82.168312,
        "volume": 281111,
        "typical_volume": 270047.45,
        "trend": 82.091298,
        "fair_value": 76.461551,
        "relative_strength": 3.15819,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 17.537556,
        "energy": 19.700384,
        "activity_lines": [
          83.453162,
          84.388914,
          83.907877,
          83.037635
        ]
      },
      {
        "date": "2025-04-11",
        "close": 80.066338,
        "volume": 1423217,
        "typical_volume": 326408.3,
        "trend": 82.095976,
        "fair_value": 76.613121,
        "relative_strength": 9.773123,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -10.122781,
        "energy": 20.610688,
        "activity_lines": [
          82.184746,
          83.540514,
          83.641325,
          82.906992
        ]
      },
      {
        "date": "2025-04-18",
        "close": 76.913368,
        "volume": 392211,
        "typical_volume": 333124.5,
        "trend": 81.96528,
        "fair_value": 76.744004,
        "relative_strength": 6.289148,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -43.675986,
        "energy": 44.419401,
        "activity_lines": [
          80.201119,
          82.187304,
          83.069928,
          82.572631
        ]
      },
      {
        "date": "2025-04-25",
        "close": 77.39109,
        "volume": 192010,
        "typical_volume": 333825.0,
        "trend": 81.829315,
        "fair_value": 76.874168,
        "relative_strength": 4.611037,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.05624,
        "energy": 60.735273,
        "activity_lines": [
          78.856106,
          81.056644,
          82.552753,
          82.277521
        ]
      },
      {
        "date": "2025-05-02",
        "close": 80.066338,
        "volume": 196240,
        "typical_volume": 338837.0,
        "trend": 81.731058,
        "fair_value": 77.025497,
        "relative_strength": 3.663925,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -25.963904,
        "energy": 55.537405,
        "activity_lines": [
          78.862476,
          80.569125,
          82.302867,
          82.163781
        ]
      },
      {
        "date": "2025-05-09",
        "close": 77.582176,
        "volume": 338197,
        "typical_volume": 350196.85,
        "trend": 81.607517,
        "fair_value": 77.165922,
        "relative_strength": 0.13837,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -41.880311,
        "energy": 61.554158,
        "activity_lines": [
          78.282838,
          79.747937,
          81.815293,
          81.896111
        ]
      },
      {
        "date": "2025-05-16",
        "close": 79.970787,
        "volume": 235883,
        "typical_volume": 353691.0,
        "trend": 81.642313,
        "fair_value": 77.32216,
        "relative_strength": -0.909081,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -31.920026,
        "energy": 33.53007,
        "activity_lines": [
          78.805147,
          79.535767,
          81.564204,
          81.790516
        ]
      },
      {
        "date": "2025-05-23",
        "close": 79.206436,
        "volume": 106000,
        "typical_volume": 347941.0,
        "trend": 81.630437,
        "fair_value": 77.476008,
        "relative_strength": -0.70402,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -27.481405,
        "energy": 25.479529,
        "activity_lines": [
          79.079041,
          79.277937,
          81.236647,
          81.633362
        ]
      },
      {
        "date": "2025-05-30",
        "close": 78.442078,
        "volume": 138165,
        "typical_volume": 335549.25,
        "trend": 81.580973,
        "fair_value": 77.620438,
        "relative_strength": -0.041025,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -58.413413,
        "energy": 36.449142,
        "activity_lines": [
          78.945279,
          78.970179,
          80.848803,
          81.427662
        ]
      },
      {
        "date": "2025-06-06",
        "close": 78.346535,
        "volume": 113870,
        "typical_volume": 326192.75,
        "trend": 81.510159,
        "fair_value": 77.762751,
        "relative_strength": -1.348623,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.195648,
        "energy": 33.516407,
        "activity_lines": [
          78.709603,
          78.751295,
          80.482714,
          81.218988
        ]
      },
      {
        "date": "2025-06-13",
        "close": 78.537621,
        "volume": 121682,
        "typical_volume": 322676.85,
        "trend": 81.460852,
        "fair_value": 77.902272,
        "relative_strength": -2.786322,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.713365,
        "energy": 34.48711,
        "activity_lines": [
          78.652276,
          78.664436,
          80.157914,
          81.027212
        ]
      },
      {
        "date": "2025-06-20",
        "close": 78.824257,
        "volume": 115070,
        "typical_volume": 323680.35,
        "trend": 81.451374,
        "fair_value": 78.041121,
        "relative_strength": -2.194836,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.794606,
        "energy": 33.193537,
        "activity_lines": [
          78.626798,
          78.695705,
          79.884757,
          80.857109
        ]
      },
      {
        "date": "2025-06-27",
        "close": 78.346535,
        "volume": 87719,
        "typical_volume": 318049.2,
        "trend": 81.438082,
        "fair_value": 78.18243,
        "relative_strength": -4.977409,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.613163,
        "energy": 32.8344,
        "activity_lines": [
          78.518514,
          78.662699,
          79.589946,
          80.656797
        ]
      },
      {
        "date": "2025-07-04",
        "close": 77.868813,
        "volume": 180022,
        "typical_volume": 291542.6,
        "trend": 81.366482,
        "fair_value": 78.322182,
        "relative_strength": -5.29404,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.952775,
        "energy": 33.918317,
        "activity_lines": [
          78.308317,
          78.516777,
          79.278352,
          80.426521
        ]
      },
      {
        "date": "2025-07-11",
        "close": 78.9198,
        "volume": 60566,
        "typical_volume": 282699.6,
        "trend": 81.335969,
        "fair_value": 78.469675,
        "relative_strength": -4.809997,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.867735,
        "energy": 32.408296,
        "activity_lines": [
          78.486666,
          78.553258,
          79.105626,
          80.268671
        ]
      },
      {
        "date": "2025-07-18",
        "close": 79.301979,
        "volume": 69620,
        "typical_volume": 275518.65,
        "trend": 81.330306,
        "fair_value": 78.616104,
        "relative_strength": -6.873228,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.8918,
        "energy": 26.559788,
        "activity_lines": [
          78.754191,
          78.680071,
          79.005661,
          80.137446
        ]
      },
      {
        "date": "2025-07-25",
        "close": 79.684158,
        "volume": 164045,
        "typical_volume": 263055.95,
        "trend": 81.346464,
        "fair_value": 78.766489,
        "relative_strength": -6.232804,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -35.731917,
        "energy": 20.291724,
        "activity_lines": [
          79.098151,
          78.845103,
          78.979666,
          80.031243
        ]
      },
      {
        "date": "2025-08-01",
        "close": 79.015342,
        "volume": 154824,
        "typical_volume": 252195.9,
        "trend": 81.252531,
        "fair_value": 78.903551,
        "relative_strength": -7.112334,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.853822,
        "energy": 18.122309,
        "activity_lines": [
          79.161846,
          78.893743,
          78.915779,
          79.880848
        ]
      },
      {
        "date": "2025-08-08",
        "close": 80.448509,
        "volume": 198100,
        "typical_volume": 251079.35,
        "trend": 81.103436,
        "fair_value": 79.043776,
        "relative_strength": -7.493063,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -6.020555,
        "energy": 12.492395,
        "activity_lines": [
          79.658676,
          79.206433,
          79.012615,
          79.828975
        ]
      },
      {
        "date": "2025-08-15",
        "close": 81.977226,
        "volume": 276154,
        "typical_volume": 242235.3,
        "trend": 81.06282,
        "fair_value": 79.19079,
        "relative_strength": -6.741691,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 14.855263,
        "energy": 23.780655,
        "activity_lines": [
          80.493099,
          79.760592,
          79.273315,
          79.885349
        ]
      },
      {
        "date": "2025-08-22",
        "close": 88.665344,
        "volume": 784323,
        "typical_volume": 267395.9,
        "trend": 81.230004,
        "fair_value": 79.37164,
        "relative_strength": 3.218973,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 54.580893,
        "energy": 71.097302,
        "activity_lines": [
          83.353066,
          81.464759,
          80.179168,
          80.375834
        ]
      },
      {
        "date": "2025-08-29",
        "close": 102.232674,
        "volume": 5815098,
        "typical_volume": 486989.95,
        "trend": 81.843376,
        "fair_value": 79.627915,
        "relative_strength": 16.345829,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 69.540466,
        "energy": 88.608166,
        "activity_lines": [
          90.111252,
          85.451573,
          82.34621,
          81.730845
        ]
      },
      {
        "date": "2025-09-05",
        "close": 103.188118,
        "volume": 4108624,
        "typical_volume": 672810.6,
        "trend": 82.470433,
        "fair_value": 79.890315,
        "relative_strength": 15.841656,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 96.174222,
        "energy": 98.472673,
        "activity_lines": [
          95.684685,
          89.186497,
          84.498692,
          83.107925
        ]
      },
      {
        "date": "2025-09-12",
        "close": 99.366333,
        "volume": 9329344,
        "typical_volume": 1129677.3,
        "trend": 82.915601,
        "fair_value": 80.100609,
        "relative_strength": 7.162225,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 74.755623,
        "energy": 90.895992,
        "activity_lines": [
          98.372672,
          91.774885,
          86.162077,
          84.197983
        ]
      },
      {
        "date": "2025-09-19",
        "close": 95.544556,
        "volume": 2238725,
        "typical_volume": 1231801.55,
        "trend": 83.215211,
        "fair_value": 80.273352,
        "relative_strength": 2.611632,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.173905,
        "energy": 88.013616,
        "activity_lines": [
          98.525544,
          93.277541,
          87.35684,
          85.012755
        ]
      },
      {
        "date": "2025-09-26",
        "close": 94.398018,
        "volume": 1978352,
        "typical_volume": 1313809.3,
        "trend": 83.455412,
        "fair_value": 80.420675,
        "relative_strength": 1.36521,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.644162,
        "energy": 64.158892,
        "activity_lines": [
          97.391748,
          94.269467,
          88.368702,
          85.734226
        ]
      },
      {
        "date": "2025-10-03",
        "close": 97.455444,
        "volume": 1340190,
        "typical_volume": 1369024.65,
        "trend": 83.867159,
        "fair_value": 80.598641,
        "relative_strength": 0.028744,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.137706,
        "energy": 55.441476,
        "activity_lines": [
          96.894916,
          95.542816,
          89.591672,
          86.637454
        ]
      },
      {
        "date": "2025-10-10",
        "close": 94.302467,
        "volume": 891318,
        "typical_volume": 1408290.55,
        "trend": 84.20711,
        "fair_value": 80.774967,
        "relative_strength": -5.029302,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 48.598697,
        "energy": 39.928596,
        "activity_lines": [
          95.665574,
          95.919781,
          90.431099,
          87.3107
        ]
      },
      {
        "date": "2025-10-17",
        "close": 92.391579,
        "volume": 741313,
        "typical_volume": 1438447.95,
        "trend": 84.477309,
        "fair_value": 80.934025,
        "relative_strength": -6.924585,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 43.898019,
        "energy": 32.120911,
        "activity_lines": [
          94.391646,
          95.671365,
          91.01665,
          87.83873
        ]
      },
      {
        "date": "2025-10-24",
        "close": 93.729202,
        "volume": 484143,
        "typical_volume": 1456961.6,
        "trend": 84.811714,
        "fair_value": 81.110693,
        "relative_strength": -6.37383,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 40.744315,
        "energy": 28.261291,
        "activity_lines": [
          94.028576,
          95.449006,
          91.663168,
          88.435626
        ]
      },
      {
        "date": "2025-10-31",
        "close": 97.455444,
        "volume": 756364,
        "typical_volume": 1488695.7,
        "trend": 85.321286,
        "fair_value": 81.328313,
        "relative_strength": -5.083393,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 47.912478,
        "energy": 29.72514,
        "activity_lines": [
          95.02861,
          95.690474,
          92.591315,
          89.251351
        ]
      },
      {
        "date": "2025-11-07",
        "close": 95.162376,
        "volume": 643803,
        "typical_volume": 1515132.35,
        "trend": 85.824487,
        "fair_value": 81.536757,
        "relative_strength": -5.320585,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 40.383441,
        "energy": 25.94607,
        "activity_lines": [
          95.060459,
          95.355199,
          93.21099,
          89.88626
        ]
      },
      {
        "date": "2025-11-14",
        "close": 94.684647,
        "volume": 988769,
        "typical_volume": 1560184.85,
        "trend": 86.416863,
        "fair_value": 81.712521,
        "relative_strength": -4.952397,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 47.331035,
        "energy": 28.415174,
        "activity_lines": [
          95.085937,
          95.061616,
          93.707366,
          90.457883
        ]
      },
      {
        "date": "2025-11-21",
        "close": 94.015839,
        "volume": 723707,
        "typical_volume": 1587369.1,
        "trend": 86.971021,
        "fair_value": 81.870948,
        "relative_strength": -2.227683,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 46.212992,
        "energy": 27.352893,
        "activity_lines": [
          94.863,
          94.801041,
          94.062246,
          90.94814
        ]
      },
      {
        "date": "2025-11-28",
        "close": 98.888611,
        "volume": 1874731,
        "typical_volume": 1678077.35,
        "trend": 87.59843,
        "fair_value": 82.077175,
        "relative_strength": -1.669283,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 59.851432,
        "energy": 34.559339,
        "activity_lines": [
          96.156037,
          95.523705,
          94.804309,
          91.717016
        ]
      },
      {
        "date": "2025-12-05",
        "close": 93.633659,
        "volume": 603880,
        "typical_volume": 1704790.35,
        "trend": 88.13348,
        "fair_value": 82.247206,
        "relative_strength": -7.95333,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 46.440666,
        "energy": 26.484502,
        "activity_lines": [
          95.353462,
          95.230122,
          94.95081,
          92.106386
        ]
      },
      {
        "date": "2025-12-12",
        "close": 94.111382,
        "volume": 487578,
        "typical_volume": 1720967.0,
        "trend": 88.604833,
        "fair_value": 82.404739,
        "relative_strength": -8.145244,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 26.119308,
        "energy": 18.831951,
        "activity_lines": [
          94.964914,
          95.037296,
          95.074563,
          92.492057
        ]
      },
      {
        "date": "2025-12-19",
        "close": 94.780197,
        "volume": 275630,
        "typical_volume": 1727007.3,
        "trend": 89.123958,
        "fair_value": 82.571077,
        "relative_strength": -5.801847,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 25.665173,
        "energy": 19.197896,
        "activity_lines": [
          94.86937,
          95.026874,
          95.193311,
          92.890468
        ]
      },
      {
        "date": "2025-12-26",
        "close": 95.257919,
        "volume": 390484,
        "typical_volume": 1736626.5,
        "trend": 89.684486,
        "fair_value": 82.753027,
        "relative_strength": -8.088343,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 22.762192,
        "energy": 12.877484,
        "activity_lines": [
          94.926697,
          95.094624,
          95.282486,
          93.286207
        ]
      },
      {
        "date": "2026-01-02",
        "close": 95.35347,
        "volume": 437038,
        "typical_volume": 1744670.7,
        "trend": 90.251384,
        "fair_value": 82.935087,
        "relative_strength": -10.357668,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 24.786687,
        "energy": 15.171826,
        "activity_lines": [
          94.933069,
          95.127631,
          95.31024,
          93.651948
        ]
      },
      {
        "date": "2026-01-09",
        "close": 100.321777,
        "volume": 1270805,
        "typical_volume": 1768994.8,
        "trend": 90.977523,
        "fair_value": 83.144477,
        "relative_strength": -8.419362,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 67.281775,
        "energy": 42.679504,
        "activity_lines": [
          96.83122,
          96.034435,
          95.74747,
          94.301651
        ]
      },
      {
        "date": "2026-01-16",
        "close": 103.66584,
        "volume": 2651878,
        "typical_volume": 1610833.8,
        "trend": 91.805575,
        "fair_value": 83.374802,
        "relative_strength": -8.587393,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 76.401843,
        "energy": 65.980574,
        "activity_lines": [
          99.398184,
          97.497136,
          96.447675,
          95.120252
        ]
      },
      {
        "date": "2026-01-23",
        "close": 109.876236,
        "volume": 1531511,
        "typical_volume": 1481978.15,
        "trend": 92.856565,
        "fair_value": 83.646945,
        "relative_strength": -4.69757,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 88.145309,
        "energy": 85.404916,
        "activity_lines": [
          103.398315,
          99.934391,
          97.732522,
          96.286101
        ]
      },
      {
        "date": "2026-01-30",
        "close": 98.888611,
        "volume": 1292138,
        "typical_volume": 1080117.85,
        "trend": 93.557225,
        "fair_value": 83.84765,
        "relative_strength": -14.282274,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 61.658945,
        "energy": 70.1308,
        "activity_lines": [
          102.729503,
          100.097685,
          97.939081,
          96.675265
        ]
      },
      {
        "date": "2026-02-06",
        "close": 102.232674,
        "volume": 878729,
        "typical_volume": 1012118.05,
        "trend": 94.334321,
        "fair_value": 84.052223,
        "relative_strength": -10.419991,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 60.209302,
        "energy": 62.075939,
        "activity_lines": [
          102.933332,
          100.780395,
          98.466396,
          97.234972
        ]
      },
      {
        "date": "2026-02-13",
        "close": 101.754951,
        "volume": 498033,
        "typical_volume": 938102.1,
        "trend": 95.082753,
        "fair_value": 84.263773,
        "relative_strength": -15.363315,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 56.747832,
        "energy": 42.281814,
        "activity_lines": [
          102.519306,
          101.315445,
          98.916365,
          97.713722
        ]
      },
      {
        "date": "2026-02-27",
        "close": 104.621284,
        "volume": 633712,
        "typical_volume": 902778.2,
        "trend": 95.913991,
        "fair_value": 84.491689,
        "relative_strength": -17.11483,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 60.867016,
        "energy": 36.710337,
        "activity_lines": [
          102.96518,
          102.223986,
          99.604286,
          98.329111
        ]
      },
      {
        "date": "2026-03-06",
        "close": 101.277229,
        "volume": 835169,
        "typical_volume": 899970.75,
        "trend": 96.656054,
        "fair_value": 84.689133,
        "relative_strength": -15.078135,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 42.205181,
        "energy": 28.844663,
        "activity_lines": [
          102.232673,
          102.333429,
          99.939602,
          98.675126
        ]
      },
      {
        "date": "2026-03-13",
        "close": 95.066833,
        "volume": 1009548,
        "typical_volume": 913382.5,
        "trend": 97.143331,
        "fair_value": 84.839238,
        "relative_strength": -19.406973,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 17.161025,
        "energy": 10.4062,
        "activity_lines": [
          100.003301,
          101.19558,
          99.650239,
          98.572596
        ]
      },
      {
        "date": "2026-03-20",
        "close": 97.455444,
        "volume": 606189,
        "typical_volume": 919484.8,
        "trend": 97.659272,
        "fair_value": 84.994615,
        "relative_strength": -17.319992,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 20.51821,
        "energy": 14.459534,
        "activity_lines": [
          98.824917,
          100.495499,
          99.575624,
          98.592732
        ]
      },
      {
        "date": "2026-03-27",
        "close": 101.5,
        "volume": 965790,
        "typical_volume": 929956.1,
        "trend": 98.087094,
        "fair_value": 85.175918,
        "relative_strength": -12.417244,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 30.052944,
        "energy": 18.936995,
        "activity_lines": [
          99.313201,
          100.492574,
          99.86846,
          98.840521
        ]
      },
      {
        "date": "2026-04-03",
        "close": 105.5,
        "volume": 1093097,
        "typical_volume": 952420.8,
        "trend": 98.196005,
        "fair_value": 85.395914,
        "relative_strength": -7.131816,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 46.887024,
        "energy": 20.365096,
        "activity_lines": [
          101.151815,
          101.195499,
          100.522988,
          99.318773
        ]
      },
      {
        "date": "2026-04-10",
        "close": 106.0,
        "volume": 1246651,
        "typical_volume": 965314.9,
        "trend": 98.289734,
        "fair_value": 85.617107,
        "relative_strength": -13.776572,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 56.62489,
        "energy": 31.937919,
        "activity_lines": [
          103.098515,
          101.955985,
          101.175909,
          99.822257
        ]
      },
      {
        "date": "2026-04-17",
        "close": 107.0,
        "volume": 536566,
        "typical_volume": 955957.85,
        "trend": 98.54419,
        "fair_value": 85.828084,
        "relative_strength": -15.684909,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.84542,
        "energy": 54.606102,
        "activity_lines": [
          105.063696,
          102.968767,
          101.870186,
          100.384209
        ]
      },
      {
        "date": "2026-04-24",
        "close": 121.5,
        "volume": 2608187,
        "typical_volume": 992630.65,
        "trend": 99.409371,
        "fair_value": 86.100313,
        "relative_strength": -9.063795,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 86.526224,
        "energy": 80.608401,
        "activity_lines": [
          111.066667,
          106.470432,
          103.883585,
          101.865229
        ]
      },
      {
        "date": "2026-05-01",
        "close": 118.0,
        "volume": 1995343,
        "typical_volume": 1062203.8,
        "trend": 100.196104,
        "fair_value": 86.379116,
        "relative_strength": -11.241039,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 77.95227,
        "energy": 81.847133,
        "activity_lines": [
          114.3,
          108.985418,
          105.455978,
          103.064625
        ]
      },
      {
        "date": "2026-05-08",
        "close": 119.5,
        "volume": 1449535,
        "typical_volume": 1110301.65,
        "trend": 100.930922,
        "fair_value": 86.669684,
        "relative_strength": -15.430864,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 76.574659,
        "energy": 85.503492,
        "activity_lines": [
          116.933333,
          111.477768,
          107.055198,
          104.310038
        ]
      },
      {
        "date": "2026-05-15",
        "close": 113.0,
        "volume": 1359770,
        "typical_volume": 1164508.65,
        "trend": 101.554173,
        "fair_value": 86.922884,
        "relative_strength": -18.748723,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.07273,
        "energy": 79.491625,
        "activity_lines": [
          116.466667,
          112.517777,
          107.914472,
          105.088688
        ]
      },
      {
        "date": "2026-05-22",
        "close": 125.0,
        "volume": 3461248,
        "typical_volume": 1318046.85,
        "trend": 102.641121,
        "fair_value": 87.259453,
        "relative_strength": -12.097827,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.263302,
        "energy": 71.932891,
        "activity_lines": [
          119.533333,
          115.526463,
          109.829842,
          106.601322
        ]
      },
      {
        "date": "2026-05-29",
        "close": 125.5,
        "volume": 1662387,
        "typical_volume": 1379314.3,
        "trend": 103.700147,
        "fair_value": 87.581498,
        "relative_strength": -16.200986,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 74.882538,
        "energy": 59.420277,
        "activity_lines": [
          121.566667,
          118.081818,
          111.651202,
          108.076088
        ]
      },
      {
        "date": "2026-06-05",
        "close": 120.0,
        "volume": 1833066,
        "typical_volume": 1407427.35,
        "trend": 104.451633,
        "fair_value": 87.876346,
        "relative_strength": -20.009315,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.429736,
        "energy": 50.085074,
        "activity_lines": [
          121.5,
          119.127273,
          112.805198,
          109.127691
        ]
      },
      {
        "date": "2026-06-12",
        "close": 119.5,
        "volume": 1230202,
        "typical_volume": 1336343.55,
        "trend": 105.262887,
        "fair_value": 88.168526,
        "relative_strength": -18.285733,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.172635,
        "energy": 46.986857,
        "activity_lines": [
          121.133333,
          119.745455,
          113.817869,
          110.098554
        ]
      },
      {
        "date": "2026-06-19",
        "close": 123.0,
        "volume": 951461,
        "typical_volume": 1307341.05,
        "trend": 106.206732,
        "fair_value": 88.456816,
        "relative_strength": -19.623479,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.9604,
        "energy": 43.417461,
        "activity_lines": [
          121.933333,
          120.745455,
          115.088472,
          111.242884
        ]
      },
      {
        "date": "2026-06-26",
        "close": 117.0,
        "volume": 1497263,
        "typical_volume": 1317597.3,
        "trend": 106.972871,
        "fair_value": 88.708257,
        "relative_strength": -19.851561,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 43.476674,
        "energy": 28.926192,
        "activity_lines": [
          120.066667,
          120.345455,
          115.725153,
          111.939224
        ]
      },
      {
        "date": "2026-07-03",
        "close": 140.5,
        "volume": 1500521,
        "typical_volume": 1348686.9,
        "trend": 108.359917,
        "fair_value": 89.115712,
        "relative_strength": -8.046097,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.441623,
        "energy": 49.918056,
        "activity_lines": [
          126.566667,
          124.036364,
          118.513685,
          114.102264
        ]
      },
      {
        "date": "2026-07-10",
        "close": 151.0,
        "volume": 8690574,
        "typical_volume": 1758313.95,
        "trend": 110.272128,
        "fair_value": 89.585639,
        "relative_strength": 2.007737,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 83.421585,
        "energy": 71.103935,
        "activity_lines": [
          135.566667,
          129.290909,
          122.119991,
          116.853237
        ]
      },
      {
        "date": "2026-07-17",
        "close": 130.5,
        "volume": 3276459,
        "typical_volume": 1890451.3,
        "trend": 111.485082,
        "fair_value": 89.921687,
        "relative_strength": -6.069969,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.52749,
        "energy": 54.839698,
        "activity_lines": [
          135.666667,
          130.218182,
          123.539415,
          118.158261
        ]
      },
      {
        "date": "2026-07-24",
        "close": 129.5,
        "volume": 1613790,
        "typical_volume": 1929382.35,
        "trend": 112.642409,
        "fair_value": 90.234313,
        "relative_strength": -8.660558,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.726726,
        "energy": 61.552461,
        "activity_lines": [
          134.7,
          130.763636,
          124.74037,
          119.320514
        ]
      },
      {
        "date": "2026-07-31",
        "close": 118.5,
        "volume": 1982418,
        "typical_volume": 1978025.85,
        "trend": 113.417145,
        "fair_value": 90.460511,
        "relative_strength": -15.048763,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.187281,
        "energy": 33.276436,
        "activity_lines": [
          129.633333,
          129.009091,
          124.759312,
          119.698423
        ]
      },
      {
        "date": "2026-08-07",
        "close": 132.5,
        "volume": 1499063,
        "typical_volume": 2022669.55,
        "trend": 114.655363,
        "fair_value": 90.725416,
        "relative_strength": -7.180771,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 41.259802,
        "energy": 20.94111,
        "activity_lines": [
          129.133333,
          129.918182,
          126.0,
          120.929575
        ]
      },
      {
        "date": "2026-08-14",
        "close": 131.0,
        "volume": 1156000,
        "typical_volume": 2032180.05,
        "trend": 115.67797,
        "fair_value": 90.986193,
        "relative_strength": -11.147705,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.61382,
        "energy": 18.113269,
        "activity_lines": [
          128.666667,
          130.427273,
          126.930952,
          121.984068
        ]
      }
    ],
    "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."
    }
  }
}