{
  "ticker": {
    "uuid": "f1bd9c20-f0d8-4f2d-9269-6674e166e79e",
    "symbol": "EPAM",
    "name": "EPAM Systems Inc",
    "exchange": "NYSE",
    "country": "US",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "SPY",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -36.747,
    "architecture_energy": 22.713,
    "architecture_maturity": 100.0,
    "architecture_confidence": 74.945,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 39.85,
        "rotation_up": 27.88,
        "upward_expansion": 20.88,
        "deceleration": 46.99,
        "rotation_down": 23.65,
        "downward_expansion": 57.21
      },
      "activity_lines": [
        96.01,
        91.816182,
        95.496619,
        105.600667
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 97.43,
    "trend_reference": 125.095333,
    "distance_from_trend": -0.221154,
    "trend_direction": "Weakening",
    "fair_value": 197.486474,
    "distance_from_fair_value": -0.50665,
    "fair_value_direction": "Improving",
    "relative_strength": -41.463247,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.478091,
    "excess_performance": -0.603716,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.221154,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.220907,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.50665,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.019457,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.414632,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.056524,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.478091,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.7154,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 13212231,
      "relative_activity": 1.514121,
      "balance": 0.7154,
      "dry_up": 1.035915,
      "accumulation_observations": 3,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.131246,
      "annualized_volatility": 0.627093,
      "from_high_reference": -0.562171,
      "from_low_reference": 0.333653
    },
    "levels": {
      "trend_reference": 125.095333,
      "fair_value_reference": 197.486474,
      "structural_low": 73.055,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 30,
        "median_return": 0.026646,
        "positive_rate": 0.633333,
        "directional_follow_through": 0.366667,
        "median_excess_return": -0.004632,
        "regime_survival": 0.8,
        "best_return": 0.54237,
        "worst_return": -0.530342,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": 0.065227,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.454545,
        "median_excess_return": -0.021718,
        "regime_survival": 0.545455,
        "best_return": 0.488482,
        "worst_return": -0.360316,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.003818,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.059529,
        "regime_survival": 0.5,
        "best_return": 0.361779,
        "worst_return": -0.276218,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.09327,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.191407,
        "regime_survival": 0.5,
        "best_return": 0.094292,
        "worst_return": -0.416368,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-24",
        "end": "2024-08-09",
        "tenure": "Developing",
        "return": 0.072733,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-16",
        "end": "2024-09-13",
        "tenure": "Developing",
        "return": 0.002632,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-20",
        "end": "2024-11-01",
        "tenure": "Developing",
        "return": -0.039492,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-11-08",
        "end": "2024-11-15",
        "tenure": "New",
        "return": 0.007882,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-22",
        "end": "2025-01-10",
        "tenure": "Developing",
        "return": -0.080116,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-17",
        "end": "2025-01-31",
        "tenure": "New",
        "return": 0.108608,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.2365,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-14",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.208285,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-11",
        "end": "2025-11-14",
        "tenure": "Extended",
        "return": 0.211559,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-11-21",
        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.158305,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-19",
        "end": "2026-02-06",
        "tenure": "Developing",
        "return": -0.10752,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-02-13",
        "end": "2026-02-13",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-02-20",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.026359,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-03",
        "end": "2026-08-07",
        "tenure": "Established",
        "return": -0.293934,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 239.39,
        "volume": 1725097,
        "typical_volume": 2927966.5,
        "trend": 269.369,
        "fair_value": 390.886218,
        "relative_strength": -28.438269,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.543575,
        "energy": 18.627058,
        "activity_lines": [
          239.472,
          236.502545,
          237.73481,
          248.796215
        ]
      },
      {
        "date": "2023-08-25",
        "close": 244.08,
        "volume": 1936673,
        "typical_volume": 2939913.95,
        "trend": 266.124,
        "fair_value": 390.359295,
        "relative_strength": -26.682645,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -19.562669,
        "energy": 12.961972,
        "activity_lines": [
          241.268,
          238.646909,
          237.566048,
          247.164667
        ]
      },
      {
        "date": "2023-09-01",
        "close": 258.55,
        "volume": 1607350,
        "typical_volume": 2917261.95,
        "trend": 262.214,
        "fair_value": 389.989103,
        "relative_strength": -23.302508,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 0.735501,
        "energy": 8.335134,
        "activity_lines": [
          247.446,
          242.975455,
          238.976333,
          246.676022
        ]
      },
      {
        "date": "2023-09-08",
        "close": 265.35,
        "volume": 2030726,
        "typical_volume": 2933222.95,
        "trend": 259.176,
        "fair_value": 389.671154,
        "relative_strength": -19.274817,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 13.472397,
        "energy": 23.876991,
        "activity_lines": [
          254.047333,
          247.730364,
          241.212571,
          246.878344
        ]
      },
      {
        "date": "2023-09-15",
        "close": 263.66,
        "volume": 2656142,
        "typical_volume": 2963211.2,
        "trend": 256.691,
        "fair_value": 389.334423,
        "relative_strength": -18.705543,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 29.129935,
        "energy": 49.438273,
        "activity_lines": [
          258.86,
          251.439818,
          243.361095,
          247.167634
        ]
      },
      {
        "date": "2023-09-22",
        "close": 261.0,
        "volume": 2030094,
        "typical_volume": 2878725.35,
        "trend": 255.19,
        "fair_value": 388.937308,
        "relative_strength": -16.225861,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 22.713066,
        "energy": 50.656058,
        "activity_lines": [
          261.124667,
          254.039091,
          245.345714,
          247.445634
        ]
      },
      {
        "date": "2023-09-29",
        "close": 255.69,
        "volume": 1615127,
        "typical_volume": 2743298.3,
        "trend": 253.513333,
        "fair_value": 388.480705,
        "relative_strength": -16.406318,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 21.125315,
        "energy": 44.716386,
        "activity_lines": [
          260.178667,
          255.326364,
          246.736381,
          247.477892
        ]
      },
      {
        "date": "2023-10-06",
        "close": 244.15,
        "volume": 1955179,
        "typical_volume": 2694122.85,
        "trend": 252.227,
        "fair_value": 387.88391,
        "relative_strength": -19.734229,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 17.947157,
        "energy": 16.367759,
        "activity_lines": [
          254.612,
          254.184,
          246.904238,
          246.873806
        ]
      },
      {
        "date": "2023-10-13",
        "close": 238.59,
        "volume": 1656845,
        "typical_volume": 2599245.35,
        "trend": 250.853667,
        "fair_value": 387.16609,
        "relative_strength": -21.113348,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -8.601835,
        "energy": 10.171957,
        "activity_lines": [
          248.152,
          251.789818,
          246.558524,
          245.994
        ]
      },
      {
        "date": "2023-10-20",
        "close": 223.33,
        "volume": 1476556,
        "typical_volume": 2548974.8,
        "trend": 249.014667,
        "fair_value": 386.424295,
        "relative_strength": -23.577178,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -48.621007,
        "energy": 35.551883,
        "activity_lines": [
          238.389333,
          246.773455,
          244.852286,
          244.21828
        ]
      },
      {
        "date": "2023-10-27",
        "close": 210.44,
        "volume": 1582111,
        "typical_volume": 2282714.2,
        "trend": 246.062667,
        "fair_value": 385.792821,
        "relative_strength": -25.318294,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -70.072483,
        "energy": 53.326258,
        "activity_lines": [
          227.018667,
          239.693636,
          242.091381,
          241.729591
        ]
      },
      {
        "date": "2023-11-03",
        "close": 240.7,
        "volume": 3590514,
        "typical_volume": 2198937.95,
        "trend": 244.543333,
        "fair_value": 385.141987,
        "relative_strength": -18.636661,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -48.223806,
        "energy": 51.682666,
        "activity_lines": [
          229.105333,
          238.642,
          242.216619,
          241.383613
        ]
      },
      {
        "date": "2023-11-10",
        "close": 235.36,
        "volume": 1878418,
        "typical_volume": 2139143.0,
        "trend": 242.522,
        "fair_value": 384.513654,
        "relative_strength": -20.64932,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -46.9469,
        "energy": 48.192645,
        "activity_lines": [
          230.411333,
          236.680909,
          241.732381,
          240.79114
        ]
      },
      {
        "date": "2023-11-17",
        "close": 258.24,
        "volume": 2355704,
        "typical_volume": 2127754.25,
        "trend": 241.772333,
        "fair_value": 383.983077,
        "relative_strength": -14.158385,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "mixed",
        "direction": 18.573027,
        "energy": 12.308828,
        "activity_lines": [
          239.93,
          239.301455,
          243.325476,
          241.805204
        ]
      },
      {
        "date": "2023-11-24",
        "close": 255.47,
        "volume": 2253967,
        "typical_volume": 2163725.35,
        "trend": 240.873333,
        "fair_value": 383.531282,
        "relative_strength": -15.136526,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 42.728719,
        "energy": 27.389957,
        "activity_lines": [
          247.215333,
          241.547636,
          244.495286,
          242.688925
        ]
      },
      {
        "date": "2023-12-01",
        "close": 258.89,
        "volume": 2317650,
        "typical_volume": 2154257.0,
        "trend": 241.420667,
        "fair_value": 383.107949,
        "relative_strength": -13.811205,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 47.295282,
        "energy": 34.815196,
        "activity_lines": [
          253.498,
          244.564545,
          245.865714,
          243.85129
        ]
      },
      {
        "date": "2023-12-08",
        "close": 268.5,
        "volume": 2004144,
        "typical_volume": 2146244.35,
        "trend": 242.714,
        "fair_value": 382.770128,
        "relative_strength": -10.01927,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 67.841675,
        "energy": 53.993685,
        "activity_lines": [
          259.754,
          249.367091,
          248.070667,
          245.598344
        ]
      },
      {
        "date": "2023-12-15",
        "close": 293.07,
        "volume": 2919082,
        "typical_volume": 2166794.8,
        "trend": 244.233,
        "fair_value": 382.427436,
        "relative_strength": -3.347423,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 83.319442,
        "energy": 78.679521,
        "activity_lines": [
          272.346667,
          258.404,
          252.46781,
          248.847118
        ]
      },
      {
        "date": "2023-12-22",
        "close": 296.69,
        "volume": 2175266,
        "typical_volume": 2098703.75,
        "trend": 245.52,
        "fair_value": 382.045064,
        "relative_strength": -2.372353,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 82.444934,
        "energy": 83.615771,
        "activity_lines": [
          282.298667,
          267.209636,
          256.913667,
          252.231441
        ]
      },
      {
        "date": "2023-12-29",
        "close": 297.34,
        "volume": 836667,
        "typical_volume": 2030165.6,
        "trend": 246.776333,
        "fair_value": 381.653974,
        "relative_strength": -1.780265,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.155467,
        "energy": 85.593613,
        "activity_lines": [
          289.904,
          275.077091,
          261.184667,
          255.574667
        ]
      },
      {
        "date": "2024-01-05",
        "close": 288.85,
        "volume": 1914344,
        "typical_volume": 2039627.95,
        "trend": 249.360333,
        "fair_value": 381.310897,
        "relative_strength": -2.455861,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.699296,
        "energy": 81.679917,
        "activity_lines": [
          291.888,
          280.055273,
          264.368048,
          258.289097
        ]
      },
      {
        "date": "2024-01-12",
        "close": 307.73,
        "volume": 1921829,
        "typical_volume": 2038885.75,
        "trend": 252.301,
        "fair_value": 381.052692,
        "relative_strength": 2.745476,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 78.381634,
        "energy": 84.990059,
        "activity_lines": [
          298.168,
          287.040545,
          269.114,
          262.054882
        ]
      },
      {
        "date": "2024-01-19",
        "close": 300.02,
        "volume": 1711798,
        "typical_volume": 2044108.15,
        "trend": 255.168333,
        "fair_value": 380.670192,
        "relative_strength": -0.219562,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.973676,
        "energy": 73.704951,
        "activity_lines": [
          299.262667,
          291.405273,
          272.822571,
          265.133527
        ]
      },
      {
        "date": "2024-01-26",
        "close": 288.36,
        "volume": 2983033,
        "typical_volume": 2091723.5,
        "trend": 257.288667,
        "fair_value": 380.310769,
        "relative_strength": -4.301034,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.349689,
        "energy": 52.454287,
        "activity_lines": [
          296.007333,
          292.474364,
          275.22319,
          267.274925
        ]
      },
      {
        "date": "2024-02-02",
        "close": 290.32,
        "volume": 2236649,
        "typical_volume": 2070748.85,
        "trend": 259.326,
        "fair_value": 379.752372,
        "relative_strength": -3.993253,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.119094,
        "energy": 49.168921,
        "activity_lines": [
          293.960667,
          293.352182,
          277.700905,
          269.405978
        ]
      },
      {
        "date": "2024-02-09",
        "close": 286.27,
        "volume": 2323702,
        "typical_volume": 2085429.25,
        "trend": 260.803667,
        "fair_value": 379.021603,
        "relative_strength": -5.689864,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 45.73529,
        "energy": 36.011329,
        "activity_lines": [
          291.032,
          292.86,
          279.665952,
          271.144301
        ]
      },
      {
        "date": "2024-02-16",
        "close": 311.98,
        "volume": 5180521,
        "typical_volume": 2263698.95,
        "trend": 263.287667,
        "fair_value": 378.611218,
        "relative_strength": 3.848721,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 74.928565,
        "energy": 47.223193,
        "activity_lines": [
          296.845333,
          296.544545,
          283.959238,
          274.446
        ]
      },
      {
        "date": "2024-02-23",
        "close": 301.8,
        "volume": 1671321,
        "typical_volume": 2249506.05,
        "trend": 265.651,
        "fair_value": 378.150897,
        "relative_strength": -0.586934,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 60.998322,
        "energy": 43.884015,
        "activity_lines": [
          298.982,
          297.587636,
          287.014952,
          276.930667
        ]
      },
      {
        "date": "2024-03-01",
        "close": 306.83,
        "volume": 1897243,
        "typical_volume": 2261525.95,
        "trend": 267.646333,
        "fair_value": 377.819359,
        "relative_strength": 0.636086,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.090466,
        "energy": 48.239048,
        "activity_lines": [
          302.676667,
          299.386545,
          290.27519,
          279.587376
        ]
      },
      {
        "date": "2024-03-08",
        "close": 309.4,
        "volume": 2702716,
        "typical_volume": 2322833.95,
        "trend": 270.001667,
        "fair_value": 377.468397,
        "relative_strength": 2.163276,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 65.781443,
        "energy": 52.898402,
        "activity_lines": [
          305.996667,
          301.468364,
          293.455238,
          282.281161
        ]
      },
      {
        "date": "2024-03-15",
        "close": 298.89,
        "volume": 2064319,
        "typical_volume": 2346944.35,
        "trend": 271.985,
        "fair_value": 376.951026,
        "relative_strength": -0.79505,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.10577,
        "energy": 45.878293,
        "activity_lines": [
          304.541333,
          301.42,
          295.224476,
          284.144925
        ]
      },
      {
        "date": "2024-03-22",
        "close": 270.82,
        "volume": 3284561,
        "typical_volume": 2331646.7,
        "trend": 272.876333,
        "fair_value": 376.201538,
        "relative_strength": -11.514686,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 21.437808,
        "energy": 16.232106,
        "activity_lines": [
          292.888,
          296.085455,
          293.89919,
          284.069763
        ]
      },
      {
        "date": "2024-03-29",
        "close": 276.16,
        "volume": 2176214,
        "typical_volume": 2346536.5,
        "trend": 273.463333,
        "fair_value": 375.407756,
        "relative_strength": -9.459118,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 6.307006,
        "energy": 13.026564,
        "activity_lines": [
          285.758667,
          292.392909,
          292.939048,
          284.281613
        ]
      },
      {
        "date": "2024-04-05",
        "close": 264.36,
        "volume": 1628485,
        "typical_volume": 2310175.55,
        "trend": 273.430333,
        "fair_value": 374.390449,
        "relative_strength": -11.971791,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": -10.998896,
        "energy": 26.841767,
        "activity_lines": [
          276.405333,
          286.988727,
          290.66081,
          283.694301
        ]
      },
      {
        "date": "2024-04-12",
        "close": 259.16,
        "volume": 1413972,
        "typical_volume": 2268175.8,
        "trend": 273.280333,
        "fair_value": 373.1925,
        "relative_strength": -11.77619,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "mixed",
        "direction": -34.268797,
        "energy": 41.784193,
        "activity_lines": [
          268.15,
          281.075455,
          287.85819,
          282.773634
        ]
      },
      {
        "date": "2024-04-19",
        "close": 245.96,
        "volume": 1724955,
        "typical_volume": 2238541.05,
        "trend": 272.779,
        "fair_value": 371.832308,
        "relative_strength": -13.051792,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -43.861301,
        "energy": 66.530187,
        "activity_lines": [
          258.844,
          273.328727,
          283.780857,
          281.011032
        ]
      },
      {
        "date": "2024-04-26",
        "close": 237.75,
        "volume": 4133500,
        "typical_volume": 2345008.85,
        "trend": 272.181,
        "fair_value": 370.422051,
        "relative_strength": -17.506106,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -47.350292,
        "energy": 73.160154,
        "activity_lines": [
          250.33,
          264.822182,
          278.98319,
          278.751097
        ]
      },
      {
        "date": "2024-05-03",
        "close": 242.12,
        "volume": 1817833,
        "typical_volume": 2289946.4,
        "trend": 272.113333,
        "fair_value": 369.024103,
        "relative_strength": -16.138893,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -45.757336,
        "energy": 74.197393,
        "activity_lines": [
          245.477333,
          258.459818,
          274.748143,
          276.811677
        ]
      },
      {
        "date": "2024-05-10",
        "close": 183.4,
        "volume": 8537261,
        "typical_volume": 2608046.15,
        "trend": 270.273667,
        "fair_value": 367.305128,
        "relative_strength": -37.184007,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -68.753418,
        "energy": 86.215753,
        "activity_lines": [
          223.320667,
          242.506182,
          265.163333,
          271.088237
        ]
      },
      {
        "date": "2024-05-17",
        "close": 187.8,
        "volume": 5888867,
        "typical_volume": 2860656.15,
        "trend": 269.089333,
        "fair_value": 365.449872,
        "relative_strength": -36.186357,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -90.228509,
        "energy": 95.863844,
        "activity_lines": [
          208.028,
          229.596727,
          256.537048,
          265.767355
        ]
      },
      {
        "date": "2024-05-24",
        "close": 180.11,
        "volume": 4087809,
        "typical_volume": 2969329.4,
        "trend": 268.078333,
        "fair_value": 363.542885,
        "relative_strength": -38.192631,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -86.4772,
        "energy": 94.861538,
        "activity_lines": [
          194.929333,
          217.5,
          247.7,
          260.026753
        ]
      },
      {
        "date": "2024-05-31",
        "close": 177.93,
        "volume": 3337045,
        "typical_volume": 3040090.2,
        "trend": 265.986,
        "fair_value": 361.591795,
        "relative_strength": -38.099337,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.251375,
        "energy": 92.504589,
        "activity_lines": [
          185.494,
          207.166545,
          239.173143,
          254.210731
        ]
      },
      {
        "date": "2024-06-07",
        "close": 176.98,
        "volume": 2723418,
        "typical_volume": 3090671.2,
        "trend": 264.04,
        "fair_value": 359.466923,
        "relative_strength": -38.834317,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.406333,
        "energy": 90.230211,
        "activity_lines": [
          179.73,
          198.349273,
          231.173905,
          248.468409
        ]
      },
      {
        "date": "2024-06-14",
        "close": 177.58,
        "volume": 3152767,
        "typical_volume": 3099157.9,
        "trend": 261.351333,
        "fair_value": 357.332692,
        "relative_strength": -39.235297,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.853983,
        "energy": 86.185324,
        "activity_lines": [
          178.508667,
          191.444364,
          223.817714,
          242.890344
        ]
      },
      {
        "date": "2024-06-21",
        "close": 184.78,
        "volume": 5332126,
        "typical_volume": 3253931.75,
        "trend": 258.995,
        "fair_value": 355.163654,
        "relative_strength": -36.811922,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.974841,
        "energy": 71.174976,
        "activity_lines": [
          180.075333,
          187.426364,
          217.674762,
          237.950258
        ]
      },
      {
        "date": "2024-06-28",
        "close": 188.11,
        "volume": 5048595,
        "typical_volume": 3390176.4,
        "trend": 256.635667,
        "fair_value": 353.06,
        "relative_strength": -35.248222,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.815992,
        "energy": 64.984628,
        "activity_lines": [
          182.953333,
          185.366182,
          212.351524,
          233.377032
        ]
      },
      {
        "date": "2024-07-05",
        "close": 184.14,
        "volume": 1717004,
        "typical_volume": 3217000.55,
        "trend": 253.823667,
        "fair_value": 350.856923,
        "relative_strength": -37.358818,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.356373,
        "energy": 58.710453,
        "activity_lines": [
          183.974667,
          183.636,
          207.117619,
          228.699892
        ]
      },
      {
        "date": "2024-07-12",
        "close": 193.5,
        "volume": 2396745,
        "typical_volume": 3253271.75,
        "trend": 250.504667,
        "fair_value": 348.714551,
        "relative_strength": -34.325717,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -50.847535,
        "energy": 53.252029,
        "activity_lines": [
          187.702,
          184.582364,
          203.383905,
          224.808043
        ]
      },
      {
        "date": "2024-07-19",
        "close": 208.9,
        "volume": 4236414,
        "typical_volume": 3370230.3,
        "trend": 247.578333,
        "fair_value": 346.480833,
        "relative_strength": -27.274221,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.378783,
        "energy": 40.191517,
        "activity_lines": [
          195.461333,
          189.212727,
          201.632571,
          222.123871
        ]
      },
      {
        "date": "2024-07-26",
        "close": 211.05,
        "volume": 1894844,
        "typical_volume": 3329836.7,
        "trend": 244.702,
        "fair_value": 344.245256,
        "relative_strength": -25.570277,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -37.337261,
        "energy": 28.61718,
        "activity_lines": [
          201.849333,
          193.770364,
          200.552333,
          219.767204
        ]
      },
      {
        "date": "2024-08-02",
        "close": 208.99,
        "volume": 2145355,
        "typical_volume": 3333888.5,
        "trend": 242.04,
        "fair_value": 341.751474,
        "relative_strength": -24.229745,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -30.371722,
        "energy": 29.525186,
        "activity_lines": [
          205.799333,
          197.530727,
          199.744238,
          217.463204
        ]
      },
      {
        "date": "2024-08-09",
        "close": 193.21,
        "volume": 4398951,
        "typical_volume": 3389608.0,
        "trend": 238.222667,
        "fair_value": 339.093526,
        "relative_strength": -29.489166,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -31.4575,
        "energy": 29.464259,
        "activity_lines": [
          203.097333,
          197.896909,
          197.861381,
          214.312882
        ]
      },
      {
        "date": "2024-08-16",
        "close": 201.35,
        "volume": 2802262,
        "typical_volume": 3420910.4,
        "trend": 234.933667,
        "fair_value": 336.345064,
        "relative_strength": -28.831257,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -23.220991,
        "energy": 19.281162,
        "activity_lines": [
          202.504,
          199.465273,
          197.123333,
          211.934
        ]
      },
      {
        "date": "2024-08-23",
        "close": 199.12,
        "volume": 1338562,
        "typical_volume": 3406414.25,
        "trend": 231.959,
        "fair_value": 333.588782,
        "relative_strength": -30.04945,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -25.368514,
        "energy": 22.769763,
        "activity_lines": [
          200.644,
          200.185091,
          196.529143,
          209.623441
        ]
      },
      {
        "date": "2024-08-30",
        "close": 200.76,
        "volume": 1726638,
        "typical_volume": 3422047.55,
        "trend": 228.973667,
        "fair_value": 330.75141,
        "relative_strength": -29.061272,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -34.59947,
        "energy": 28.051877,
        "activity_lines": [
          199.982667,
          200.811455,
          196.40181,
          207.610602
        ]
      },
      {
        "date": "2024-09-06",
        "close": 204.82,
        "volume": 2680412,
        "typical_volume": 3469820.4,
        "trend": 226.258667,
        "fair_value": 328.045064,
        "relative_strength": -23.847198,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -29.971191,
        "energy": 20.042664,
        "activity_lines": [
          201.360667,
          201.885455,
          196.939238,
          206.052301
        ]
      },
      {
        "date": "2024-09-13",
        "close": 201.88,
        "volume": 4371985,
        "typical_volume": 3481744.65,
        "trend": 222.588667,
        "fair_value": 325.40359,
        "relative_strength": -27.151556,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -28.15357,
        "energy": 17.026824,
        "activity_lines": [
          202.036667,
          202.121091,
          197.392571,
          204.479484
        ]
      },
      {
        "date": "2024-09-20",
        "close": 197.0,
        "volume": 4673521,
        "typical_volume": 3624529.05,
        "trend": 219.095333,
        "fair_value": 322.631346,
        "relative_strength": -29.170577,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -29.761987,
        "energy": 16.474675,
        "activity_lines": [
          200.508,
          201.146909,
          197.551952,
          202.828602
        ]
      },
      {
        "date": "2024-09-27",
        "close": 199.46,
        "volume": 2853577,
        "typical_volume": 3340344.85,
        "trend": 215.516333,
        "fair_value": 320.221218,
        "relative_strength": -27.962174,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -28.886168,
        "energy": 14.647087,
        "activity_lines": [
          200.089333,
          200.556364,
          198.160476,
          201.561806
        ]
      },
      {
        "date": "2024-10-04",
        "close": 198.35,
        "volume": 1996652,
        "typical_volume": 3145734.1,
        "trend": 211.814667,
        "fair_value": 317.731667,
        "relative_strength": -27.893787,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -32.002559,
        "energy": 16.617598,
        "activity_lines": [
          199.278,
          199.935636,
          198.58681,
          200.454301
        ]
      },
      {
        "date": "2024-10-11",
        "close": 195.03,
        "volume": 2277099,
        "typical_volume": 3055198.6,
        "trend": 208.352667,
        "fair_value": 315.013974,
        "relative_strength": -29.273676,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -39.503706,
        "energy": 21.357049,
        "activity_lines": [
          197.520667,
          198.942182,
          198.646714,
          199.371419
        ]
      },
      {
        "date": "2024-10-18",
        "close": 201.58,
        "volume": 3052767,
        "typical_volume": 3040984.7,
        "trend": 206.044667,
        "fair_value": 312.149679,
        "relative_strength": -26.956213,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -18.196128,
        "energy": 10.611224,
        "activity_lines": [
          198.599333,
          199.393455,
          199.259381,
          198.934473
        ]
      },
      {
        "date": "2024-10-25",
        "close": 191.52,
        "volume": 1423833,
        "typical_volume": 2976005.45,
        "trend": 203.223333,
        "fair_value": 309.061731,
        "relative_strength": -29.393849,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -44.853392,
        "energy": 23.145077,
        "activity_lines": [
          196.344667,
          197.863455,
          198.801333,
          197.997398
        ]
      },
      {
        "date": "2024-11-01",
        "close": 189.22,
        "volume": 3044568,
        "typical_volume": 2970595.5,
        "trend": 200.718667,
        "fair_value": 305.755064,
        "relative_strength": -28.590611,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -48.094433,
        "energy": 38.104892,
        "activity_lines": [
          193.688667,
          196.094,
          198.055,
          197.093957
        ]
      },
      {
        "date": "2024-11-08",
        "close": 233.45,
        "volume": 4734245,
        "typical_volume": 2940701.45,
        "trend": 199.861667,
        "fair_value": 302.947949,
        "relative_strength": -15.367224,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 43.573544,
        "energy": 42.579457,
        "activity_lines": [
          206.458667,
          202.546364,
          201.465619,
          199.205656
        ]
      },
      {
        "date": "2024-11-15",
        "close": 235.29,
        "volume": 3756993,
        "typical_volume": 2876121.35,
        "trend": 199.506,
        "fair_value": 300.200833,
        "relative_strength": -12.233636,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 78.707703,
        "energy": 75.130885,
        "activity_lines": [
          217.502,
          208.738909,
          204.819714,
          201.491355
        ]
      },
      {
        "date": "2024-11-22",
        "close": 245.27,
        "volume": 2751852,
        "typical_volume": 2927863.75,
        "trend": 199.756667,
        "fair_value": 297.869231,
        "relative_strength": -9.413409,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 83.816411,
        "energy": 87.172287,
        "activity_lines": [
          229.188,
          216.192,
          208.899619,
          204.443871
        ]
      },
      {
        "date": "2024-11-29",
        "close": 243.92,
        "volume": 2022075,
        "typical_volume": 2909130.25,
        "trend": 199.816667,
        "fair_value": 295.607885,
        "relative_strength": -10.332179,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 74.263108,
        "energy": 89.243684,
        "activity_lines": [
          237.511333,
          222.610727,
          212.559857,
          207.293118
        ]
      },
      {
        "date": "2024-12-06",
        "close": 245.45,
        "volume": 5332734,
        "typical_volume": 2963946.25,
        "trend": 201.885,
        "fair_value": 292.712564,
        "relative_strength": -9.830306,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 70.836959,
        "energy": 88.68608,
        "activity_lines": [
          242.851333,
          228.454545,
          216.125714,
          210.237204
        ]
      },
      {
        "date": "2024-12-13",
        "close": 244.64,
        "volume": 4702399,
        "typical_volume": 3104324.0,
        "trend": 203.779667,
        "fair_value": 290.201731,
        "relative_strength": -8.708587,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 69.392195,
        "energy": 85.729256,
        "activity_lines": [
          244.172667,
          233.314909,
          219.440381,
          212.995591
        ]
      },
      {
        "date": "2024-12-20",
        "close": 248.26,
        "volume": 3638117,
        "typical_volume": 3178962.1,
        "trend": 206.051333,
        "fair_value": 287.542628,
        "relative_strength": -4.741961,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.816555,
        "energy": 77.351014,
        "activity_lines": [
          245.954667,
          237.991818,
          222.939857,
          215.86529
        ]
      },
      {
        "date": "2024-12-27",
        "close": 238.47,
        "volume": 1136308,
        "typical_volume": 3015829.95,
        "trend": 208.069333,
        "fair_value": 284.786346,
        "relative_strength": -8.159361,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.906168,
        "energy": 56.996562,
        "activity_lines": [
          243.608667,
          239.920909,
          225.319952,
          217.956817
        ]
      },
      {
        "date": "2025-01-03",
        "close": 230.72,
        "volume": 1411800,
        "typical_volume": 2946306.85,
        "trend": 209.860667,
        "fair_value": 282.696859,
        "relative_strength": -9.748294,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 50.933114,
        "energy": 42.696263,
        "activity_lines": [
          239.132667,
          239.770182,
          226.746429,
          219.418151
        ]
      },
      {
        "date": "2025-01-10",
        "close": 225.62,
        "volume": 1891760,
        "typical_volume": 2973966.75,
        "trend": 211.462,
        "fair_value": 280.661987,
        "relative_strength": -8.925509,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 44.135806,
        "energy": 30.595522,
        "activity_lines": [
          233.836667,
          237.979455,
          227.547333,
          220.434882
        ]
      },
      {
        "date": "2025-01-17",
        "close": 229.08,
        "volume": 1883878,
        "typical_volume": 2981828.75,
        "trend": 212.938667,
        "fair_value": 279.151538,
        "relative_strength": -9.164332,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 37.073386,
        "energy": 24.202023,
        "activity_lines": [
          231.016,
          236.156,
          228.551571,
          221.571527
        ]
      },
      {
        "date": "2025-01-24",
        "close": 252.43,
        "volume": 3021047,
        "typical_volume": 2998860.5,
        "trend": 215.082667,
        "fair_value": 277.878013,
        "relative_strength": -0.784211,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 58.044117,
        "energy": 30.487899,
        "activity_lines": [
          237.016,
          238.657455,
          231.644762,
          224.119355
        ]
      },
      {
        "date": "2025-01-31",
        "close": 253.96,
        "volume": 2755526,
        "typical_volume": 2918037.55,
        "trend": 217.41,
        "fair_value": 276.597756,
        "relative_strength": 1.644387,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 68.035688,
        "energy": 42.138222,
        "activity_lines": [
          243.248,
          241.125455,
          234.656952,
          226.62757
        ]
      },
      {
        "date": "2025-02-07",
        "close": 260.38,
        "volume": 2290620,
        "typical_volume": 2798892.5,
        "trend": 219.639333,
        "fair_value": 275.535192,
        "relative_strength": 5.10237,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 76.574996,
        "energy": 72.429517,
        "activity_lines": [
          250.587333,
          244.602727,
          238.032571,
          229.399828
        ]
      },
      {
        "date": "2025-02-14",
        "close": 266.12,
        "volume": 2545348,
        "typical_volume": 2783481.05,
        "trend": 221.546667,
        "fair_value": 274.399872,
        "relative_strength": 6.822903,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 78.701811,
        "energy": 85.906384,
        "activity_lines": [
          257.862667,
          248.824364,
          241.653048,
          232.398581
        ]
      },
      {
        "date": "2025-02-21",
        "close": 208.84,
        "volume": 5352360,
        "typical_volume": 2951266.45,
        "trend": 221.473,
        "fair_value": 273.287115,
        "relative_strength": -13.776121,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 28.229707,
        "energy": 27.112183,
        "activity_lines": [
          243.344667,
          242.255636,
          239.500857,
          231.578796
        ]
      },
      {
        "date": "2025-02-28",
        "close": 206.14,
        "volume": 5440804,
        "typical_volume": 3109451.7,
        "trend": 221.378,
        "fair_value": 273.335962,
        "relative_strength": -12.992302,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": -7.511922,
        "energy": 12.381033,
        "activity_lines": [
          229.276,
          235.846909,
          237.041571,
          230.58957
        ]
      },
      {
        "date": "2025-03-07",
        "close": 198.8,
        "volume": 3870506,
        "typical_volume": 3150338.65,
        "trend": 221.564333,
        "fair_value": 273.327372,
        "relative_strength": -12.299816,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "mixed",
        "direction": -37.705976,
        "energy": 41.482332,
        "activity_lines": [
          215.846667,
          228.869455,
          233.830333,
          229.132925
        ]
      },
      {
        "date": "2025-03-14",
        "close": 182.73,
        "volume": 3790157,
        "typical_volume": 3268654.85,
        "trend": 220.943667,
        "fair_value": 272.61109,
        "relative_strength": -16.42001,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -46.875456,
        "energy": 54.689323,
        "activity_lines": [
          200.738,
          219.691455,
          229.101857,
          226.627484
        ]
      },
      {
        "date": "2025-03-21",
        "close": 175.3,
        "volume": 4708413,
        "typical_volume": 3351847.1,
        "trend": 220.149667,
        "fair_value": 272.024872,
        "relative_strength": -19.367525,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -46.161802,
        "energy": 77.669375,
        "activity_lines": [
          188.329333,
          210.035091,
          223.707619,
          223.682731
        ]
      },
      {
        "date": "2025-03-28",
        "close": 168.93,
        "volume": 2601031,
        "typical_volume": 3245186.4,
        "trend": 219.088667,
        "fair_value": 271.267756,
        "relative_strength": -20.21606,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -55.900202,
        "energy": 83.563098,
        "activity_lines": [
          179.852,
          200.135455,
          217.773,
          220.378237
        ]
      },
      {
        "date": "2025-04-04",
        "close": 144.67,
        "volume": 4234778,
        "typical_volume": 3269075.65,
        "trend": 217.083667,
        "fair_value": 270.216346,
        "relative_strength": -23.978473,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -90.909674,
        "energy": 95.956728,
        "activity_lines": [
          165.948667,
          186.918545,
          209.835143,
          215.577032
        ]
      },
      {
        "date": "2025-04-11",
        "close": 147.76,
        "volume": 4928373,
        "typical_volume": 3377901.7,
        "trend": 215.279667,
        "fair_value": 269.304167,
        "relative_strength": -25.622322,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -80.323152,
        "energy": 91.742991,
        "activity_lines": [
          157.173333,
          176.222727,
          202.623095,
          211.104538
        ]
      },
      {
        "date": "2025-04-18",
        "close": 147.16,
        "volume": 2484074,
        "typical_volume": 3401001.65,
        "trend": 213.618333,
        "fair_value": 268.473397,
        "relative_strength": -23.986716,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.699229,
        "energy": 88.569599,
        "activity_lines": [
          151.600667,
          167.348727,
          195.818238,
          206.70972
        ]
      },
      {
        "date": "2025-04-25",
        "close": 159.12,
        "volume": 2438924,
        "typical_volume": 3256311.15,
        "trend": 212.273667,
        "fair_value": 267.794744,
        "relative_strength": -20.65921,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.76167,
        "energy": 79.785337,
        "activity_lines": [
          152.386,
          162.707818,
          190.61319,
          203.193699
        ]
      },
      {
        "date": "2025-05-02",
        "close": 160.36,
        "volume": 3173230,
        "typical_volume": 3179852.7,
        "trend": 211.007333,
        "fair_value": 266.598333,
        "relative_strength": -21.500206,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.15324,
        "energy": 63.767058,
        "activity_lines": [
          154.663333,
          160.237818,
          185.937333,
          199.84443
        ]
      },
      {
        "date": "2025-05-09",
        "close": 177.1,
        "volume": 5522573,
        "typical_volume": 3274075.5,
        "trend": 210.409667,
        "fair_value": 265.687115,
        "relative_strength": -12.73468,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -50.946015,
        "energy": 47.570195,
        "activity_lines": [
          163.092,
          161.692909,
          183.257095,
          197.65686
        ]
      },
      {
        "date": "2025-05-16",
        "close": 183.6,
        "volume": 4638150,
        "typical_volume": 3449167.6,
        "trend": 209.810333,
        "fair_value": 264.810256,
        "relative_strength": -13.846691,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -43.197138,
        "energy": 31.655459,
        "activity_lines": [
          171.525333,
          164.857818,
          181.534762,
          195.927204
        ]
      },
      {
        "date": "2025-05-23",
        "close": 175.95,
        "volume": 4313238,
        "typical_volume": 3594239.5,
        "trend": 209.291333,
        "fair_value": 263.75641,
        "relative_strength": -15.099846,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -38.715532,
        "energy": 30.525471,
        "activity_lines": [
          175.019333,
          166.908182,
          179.345143,
          193.742667
        ]
      },
      {
        "date": "2025-05-30",
        "close": 174.49,
        "volume": 7031922,
        "typical_volume": 3851247.6,
        "trend": 208.800333,
        "fair_value": 262.744551,
        "relative_strength": -17.069539,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -34.519728,
        "energy": 30.486093,
        "activity_lines": [
          176.107333,
          168.816364,
          177.277286,
          191.497419
        ]
      },
      {
        "date": "2025-06-06",
        "close": 178.23,
        "volume": 3664339,
        "typical_volume": 3940270.65,
        "trend": 206.959667,
        "fair_value": 261.941603,
        "relative_strength": -16.498903,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -33.282069,
        "energy": 25.709321,
        "activity_lines": [
          177.417333,
          171.419273,
          175.809095,
          189.52514
        ]
      },
      {
        "date": "2025-06-13",
        "close": 170.75,
        "volume": 2984556,
        "typical_volume": 3938446.1,
        "trend": 204.808333,
        "fair_value": 261.140769,
        "relative_strength": -19.519712,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.543789,
        "energy": 24.879239,
        "activity_lines": [
          175.042667,
          172.493091,
          173.870667,
          187.189032
        ]
      },
      {
        "date": "2025-06-20",
        "close": 163.06,
        "volume": 3126302,
        "typical_volume": 3956984.9,
        "trend": 202.068,
        "fair_value": 260.096218,
        "relative_strength": -22.732211,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -52.360939,
        "energy": 34.54063,
        "activity_lines": [
          170.528,
          171.694545,
          171.58881,
          184.495591
        ]
      },
      {
        "date": "2025-06-27",
        "close": 174.93,
        "volume": 3375954,
        "typical_volume": 4011251.6,
        "trend": 199.768333,
        "fair_value": 259.280897,
        "relative_strength": -19.603469,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -38.738143,
        "energy": 28.158762,
        "activity_lines": [
          171.339333,
          172.776,
          170.870286,
          182.744753
        ]
      },
      {
        "date": "2025-07-04",
        "close": 182.83,
        "volume": 1966497,
        "typical_volume": 3982309.05,
        "trend": 197.681,
        "fair_value": 258.395064,
        "relative_strength": -17.177222,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -22.434591,
        "energy": 20.769449,
        "activity_lines": [
          174.852,
          174.788909,
          171.311048,
          181.651957
        ]
      },
      {
        "date": "2025-07-11",
        "close": 169.88,
        "volume": 2812197,
        "typical_volume": 3855300.9,
        "trend": 195.189,
        "fair_value": 257.544551,
        "relative_strength": -22.504505,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -36.541577,
        "energy": 24.517172,
        "activity_lines": [
          173.492,
          174.016182,
          170.915095,
          179.858344
        ]
      },
      {
        "date": "2025-07-18",
        "close": 164.7,
        "volume": 2611505,
        "typical_volume": 3713835.95,
        "trend": 192.403667,
        "fair_value": 256.527885,
        "relative_strength": -24.836599,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.212445,
        "energy": 25.444083,
        "activity_lines": [
          170.962,
          172.128545,
          170.211333,
          177.891312
        ]
      },
      {
        "date": "2025-07-25",
        "close": 170.74,
        "volume": 3337555,
        "typical_volume": 3687188.4,
        "trend": 190.146,
        "fair_value": 255.38359,
        "relative_strength": -22.714665,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -35.278416,
        "energy": 21.932628,
        "activity_lines": [
          170.848667,
          171.564545,
          170.280143,
          176.493656
        ]
      },
      {
        "date": "2025-08-01",
        "close": 150.99,
        "volume": 2712569,
        "typical_volume": 3633309.0,
        "trend": 187.488333,
        "fair_value": 253.611795,
        "relative_strength": -29.359721,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.918686,
        "energy": 47.26899,
        "activity_lines": [
          163.64,
          167.643455,
          168.601619,
          173.967462
        ]
      },
      {
        "date": "2025-08-08",
        "close": 158.0,
        "volume": 6339708,
        "typical_volume": 3714873.75,
        "trend": 185.234333,
        "fair_value": 251.772628,
        "relative_strength": -27.390162,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.994548,
        "energy": 55.890703,
        "activity_lines": [
          160.364,
          165.450727,
          167.741857,
          172.064989
        ]
      },
      {
        "date": "2025-08-15",
        "close": 157.71,
        "volume": 4005159,
        "typical_volume": 3785080.15,
        "trend": 182.855333,
        "fair_value": 249.946731,
        "relative_strength": -27.729398,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.182741,
        "energy": 57.73477,
        "activity_lines": [
          158.646667,
          163.505091,
          166.936857,
          170.289226
        ]
      },
      {
        "date": "2025-08-22",
        "close": 174.95,
        "volume": 3500628,
        "typical_volume": 3748372.65,
        "trend": 180.272667,
        "fair_value": 248.359423,
        "relative_strength": -19.662827,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -42.465872,
        "energy": 31.340973,
        "activity_lines": [
          163.487333,
          165.067091,
          167.82719,
          169.779204
        ]
      },
      {
        "date": "2025-08-29",
        "close": 176.36,
        "volume": 3874772,
        "typical_volume": 3695692.6,
        "trend": 177.686,
        "fair_value": 246.848013,
        "relative_strength": -18.578209,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -18.835055,
        "energy": 8.825886,
        "activity_lines": [
          168.114667,
          166.809091,
          168.707619,
          169.526774
        ]
      },
      {
        "date": "2025-09-05",
        "close": 169.46,
        "volume": 2690011,
        "typical_volume": 3705989.45,
        "trend": 174.655333,
        "fair_value": 245.162244,
        "relative_strength": -21.480199,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -26.242582,
        "energy": 16.548687,
        "activity_lines": [
          170.067333,
          167.054727,
          168.794714,
          168.996065
        ]
      },
      {
        "date": "2025-09-12",
        "close": 156.09,
        "volume": 5823633,
        "typical_volume": 3875224.9,
        "trend": 170.987667,
        "fair_value": 243.585449,
        "relative_strength": -28.271842,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.59272,
        "energy": 21.098338,
        "activity_lines": [
          166.332,
          164.968909,
          167.502286,
          167.798301
        ]
      },
      {
        "date": "2025-09-19",
        "close": 156.2,
        "volume": 4602115,
        "typical_volume": 3946669.15,
        "trend": 169.233,
        "fair_value": 242.252628,
        "relative_strength": -28.619398,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.698316,
        "energy": 26.350295,
        "activity_lines": [
          162.760667,
          163.389273,
          166.234762,
          166.844258
        ]
      },
      {
        "date": "2025-09-26",
        "close": 151.84,
        "volume": 4171432,
        "typical_volume": 3879112.1,
        "trend": 167.423,
        "fair_value": 240.904231,
        "relative_strength": -29.908498,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.058931,
        "energy": 54.857325,
        "activity_lines": [
          157.836667,
          161.265636,
          164.57181,
          165.722129
        ]
      },
      {
        "date": "2025-10-03",
        "close": 154.12,
        "volume": 3393203,
        "typical_volume": 3816864.75,
        "trend": 165.933667,
        "fair_value": 239.712692,
        "relative_strength": -29.141831,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.283293,
        "energy": 60.128848,
        "activity_lines": [
          155.213333,
          159.790364,
          163.246286,
          164.863871
        ]
      },
      {
        "date": "2025-10-10",
        "close": 142.38,
        "volume": 2272021,
        "typical_volume": 3714803.9,
        "trend": 164.588667,
        "fair_value": 238.529615,
        "relative_strength": -32.426522,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.85839,
        "energy": 73.109212,
        "activity_lines": [
          150.159333,
          156.482727,
          160.943048,
          163.34428
        ]
      },
      {
        "date": "2025-10-17",
        "close": 144.52,
        "volume": 2431585,
        "typical_volume": 3484787.05,
        "trend": 163.562667,
        "fair_value": 237.331731,
        "relative_strength": -32.052237,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -69.783685,
        "energy": 72.155252,
        "activity_lines": [
          147.624,
          153.720727,
          159.003476,
          162.049527
        ]
      },
      {
        "date": "2025-10-24",
        "close": 159.4,
        "volume": 3764301,
        "typical_volume": 3489785.15,
        "trend": 163.245,
        "fair_value": 236.115128,
        "relative_strength": -26.037689,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.052378,
        "energy": 49.456199,
        "activity_lines": [
          150.82,
          153.909273,
          158.623762,
          161.780968
        ]
      },
      {
        "date": "2025-10-31",
        "close": 163.54,
        "volume": 4437728,
        "typical_volume": 3562443.75,
        "trend": 163.874,
        "fair_value": 235.160128,
        "relative_strength": -24.214018,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -38.495228,
        "energy": 26.54342,
        "activity_lines": [
          155.182667,
          154.819818,
          158.728,
          161.8
        ]
      },
      {
        "date": "2025-11-07",
        "close": 175.3,
        "volume": 6169314,
        "typical_volume": 3714594.35,
        "trend": 164.792,
        "fair_value": 233.974679,
        "relative_strength": -16.74493,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -5.073229,
        "energy": 12.878821,
        "activity_lines": [
          162.685333,
          158.076,
          159.986571,
          162.537161
        ]
      },
      {
        "date": "2025-11-14",
        "close": 179.02,
        "volume": 6081166,
        "typical_volume": 3849854.95,
        "trend": 165.854,
        "fair_value": 232.933397,
        "relative_strength": -14.364296,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "mixed",
        "direction": 32.218607,
        "energy": 35.944796,
        "activity_lines": [
          170.016,
          162.027818,
          161.541143,
          163.455097
        ]
      },
      {
        "date": "2025-11-21",
        "close": 180.98,
        "volume": 6734025,
        "typical_volume": 4088231.35,
        "trend": 166.582667,
        "fair_value": 231.855385,
        "relative_strength": -10.949178,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 34.957674,
        "energy": 53.558921,
        "activity_lines": [
          175.557333,
          166.162182,
          163.262905,
          164.430968
        ]
      },
      {
        "date": "2025-11-28",
        "close": 187.0,
        "volume": 2579861,
        "typical_volume": 4076614.55,
        "trend": 167.470667,
        "fair_value": 230.683333,
        "relative_strength": -10.507501,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 41.948966,
        "energy": 67.660797,
        "activity_lines": [
          180.674667,
          170.938545,
          165.56681,
          165.748215
        ]
      },
      {
        "date": "2025-12-05",
        "close": 203.6,
        "volume": 4779146,
        "typical_volume": 4184996.6,
        "trend": 168.354,
        "fair_value": 229.784103,
        "relative_strength": -2.202473,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 63.536027,
        "energy": 81.221188,
        "activity_lines": [
          189.485333,
          178.173091,
          169.370143,
          168.07914
        ]
      },
      {
        "date": "2025-12-12",
        "close": 209.63,
        "volume": 4038427,
        "typical_volume": 4220040.2,
        "trend": 169.221667,
        "fair_value": 228.991346,
        "relative_strength": 1.93501,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 90.008641,
        "energy": 95.356117,
        "activity_lines": [
          197.635333,
          185.562909,
          173.562524,
          170.742108
        ]
      },
      {
        "date": "2025-12-19",
        "close": 209.17,
        "volume": 5299457,
        "typical_volume": 4349384.6,
        "trend": 170.329,
        "fair_value": 228.257436,
        "relative_strength": 2.353396,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 80.692739,
        "energy": 92.196808,
        "activity_lines": [
          203.343333,
          191.859818,
          177.525905,
          173.319419
        ]
      },
      {
        "date": "2025-12-26",
        "close": 211.41,
        "volume": 1532051,
        "typical_volume": 4109001.75,
        "trend": 171.559667,
        "fair_value": 227.511731,
        "relative_strength": 2.645141,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 76.991117,
        "energy": 91.110638,
        "activity_lines": [
          207.788,
          197.349636,
          181.425571,
          175.969806
        ]
      },
      {
        "date": "2026-01-02",
        "close": 200.46,
        "volume": 1983043,
        "typical_volume": 4007895.95,
        "trend": 172.300667,
        "fair_value": 226.766795,
        "relative_strength": -1.010389,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.49198,
        "energy": 83.662064,
        "activity_lines": [
          206.554,
          199.632364,
          184.028048,
          177.834344
        ]
      },
      {
        "date": "2026-01-09",
        "close": 211.93,
        "volume": 3849311,
        "typical_volume": 4025330.1,
        "trend": 173.673333,
        "fair_value": 225.908526,
        "relative_strength": 3.600763,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.450305,
        "energy": 66.315259,
        "activity_lines": [
          208.246,
          203.254,
          187.519333,
          180.391075
        ]
      },
      {
        "date": "2026-01-16",
        "close": 212.61,
        "volume": 3439479,
        "typical_volume": 4003565.45,
        "trend": 175.325,
        "fair_value": 225.059744,
        "relative_strength": 4.845635,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.926469,
        "energy": 61.991808,
        "activity_lines": [
          209.609333,
          206.119455,
          190.899286,
          182.903118
        ]
      },
      {
        "date": "2026-01-23",
        "close": 218.21,
        "volume": 2603274,
        "typical_volume": 3999228.6,
        "trend": 176.767667,
        "fair_value": 224.269872,
        "relative_strength": 8.724436,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 74.993233,
        "energy": 62.80888,
        "activity_lines": [
          212.640667,
          209.324727,
          194.639952,
          185.669892
        ]
      },
      {
        "date": "2026-01-30",
        "close": 208.6,
        "volume": 3201861,
        "typical_volume": 3868140.0,
        "trend": 177.626667,
        "fair_value": 223.197756,
        "relative_strength": 4.389624,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.683135,
        "energy": 54.316384,
        "activity_lines": [
          211.866,
          210.070182,
          197.233238,
          187.723591
        ]
      },
      {
        "date": "2026-02-06",
        "close": 186.68,
        "volume": 6890807,
        "typical_volume": 3982574.6,
        "trend": 178.186667,
        "fair_value": 222.109231,
        "relative_strength": -5.337012,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 41.698853,
        "energy": 32.724026,
        "activity_lines": [
          203.972,
          206.328,
          197.488857,
          188.307677
        ]
      },
      {
        "date": "2026-02-13",
        "close": 166.37,
        "volume": 6157219,
        "typical_volume": 4081863.95,
        "trend": 178.242333,
        "fair_value": 221.007692,
        "relative_strength": -13.385947,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 5.216826,
        "energy": 14.866569,
        "activity_lines": [
          190.226667,
          198.898909,
          195.665048,
          187.545312
        ]
      },
      {
        "date": "2026-02-20",
        "close": 138.85,
        "volume": 10632059,
        "typical_volume": 4443806.75,
        "trend": 177.179333,
        "fair_value": 219.936026,
        "relative_strength": -27.775113,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -44.443909,
        "energy": 44.718146,
        "activity_lines": [
          170.345333,
          187.143091,
          191.151095,
          185.003871
        ]
      },
      {
        "date": "2026-02-27",
        "close": 141.0,
        "volume": 7745881,
        "typical_volume": 4717499.75,
        "trend": 176.846333,
        "fair_value": 218.878397,
        "relative_strength": -25.542077,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -42.973621,
        "energy": 51.635199,
        "activity_lines": [
          156.098,
          177.065091,
          186.914619,
          182.66972
        ]
      },
      {
        "date": "2026-03-06",
        "close": 145.87,
        "volume": 6449694,
        "typical_volume": 4918405.2,
        "trend": 176.442,
        "fair_value": 218.001026,
        "relative_strength": -20.680221,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.168738,
        "energy": 68.551426,
        "activity_lines": [
          148.621333,
          169.112,
          183.148524,
          180.671247
        ]
      },
      {
        "date": "2026-03-13",
        "close": 137.14,
        "volume": 7139541,
        "typical_volume": 5087167.2,
        "trend": 175.756333,
        "fair_value": 217.086603,
        "relative_strength": -23.639384,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -39.045679,
        "energy": 73.460564,
        "activity_lines": [
          142.416667,
          160.763273,
          178.544571,
          178.135634
        ]
      },
      {
        "date": "2026-03-20",
        "close": 137.43,
        "volume": 7063232,
        "typical_volume": 5218442.4,
        "trend": 174.505667,
        "fair_value": 216.182308,
        "relative_strength": -21.506084,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -43.935595,
        "energy": 73.406867,
        "activity_lines": [
          139.611333,
          153.618545,
          174.074238,
          175.662968
        ]
      },
      {
        "date": "2026-03-27",
        "close": 135.19,
        "volume": 4854057,
        "typical_volume": 5152679.55,
        "trend": 173.133333,
        "fair_value": 215.132244,
        "relative_strength": -20.488069,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -70.777742,
        "energy": 71.853559,
        "activity_lines": [
          137.988667,
          147.421091,
          169.514905,
          173.126473
        ]
      },
      {
        "date": "2026-04-03",
        "close": 137.99,
        "volume": 3677501,
        "typical_volume": 5032496.3,
        "trend": 172.084333,
        "fair_value": 214.181667,
        "relative_strength": -21.083333,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.281165,
        "energy": 57.477768,
        "activity_lines": [
          137.543333,
          143.140364,
          165.413238,
          170.859161
        ]
      },
      {
        "date": "2026-04-10",
        "close": 122.47,
        "volume": 8192931,
        "typical_volume": 5105441.6,
        "trend": 170.963667,
        "fair_value": 213.069295,
        "relative_strength": -31.905588,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -77.134536,
        "energy": 63.915368,
        "activity_lines": [
          132.125333,
          137.496364,
          160.028857,
          167.658237
        ]
      },
      {
        "date": "2026-04-17",
        "close": 131.34,
        "volume": 6804110,
        "typical_volume": 5316654.05,
        "trend": 170.135,
        "fair_value": 212.111667,
        "relative_strength": -29.628656,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.342555,
        "energy": 56.150884,
        "activity_lines": [
          131.224,
          135.031091,
          155.767857,
          165.101871
        ]
      },
      {
        "date": "2026-04-24",
        "close": 118.98,
        "volume": 6868540,
        "typical_volume": 5421123.75,
        "trend": 169.039667,
        "fair_value": 211.063846,
        "relative_strength": -36.002071,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.97575,
        "energy": 63.069924,
        "activity_lines": [
          126.589333,
          131.324727,
          150.594762,
          161.801548
        ]
      },
      {
        "date": "2026-05-01",
        "close": 112.33,
        "volume": 6933499,
        "typical_volume": 5565877.35,
        "trend": 167.646667,
        "fair_value": 210.229615,
        "relative_strength": -39.559952,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.345389,
        "energy": 75.865261,
        "activity_lines": [
          120.968,
          127.270909,
          145.191286,
          158.14286
        ]
      },
      {
        "date": "2026-05-08",
        "close": 99.23,
        "volume": 10697122,
        "typical_volume": 5835760.6,
        "trend": 166.208333,
        "fair_value": 209.393269,
        "relative_strength": -47.115637,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -82.846076,
        "energy": 88.357826,
        "activity_lines": [
          112.504,
          121.317455,
          139.003524,
          153.728882
        ]
      },
      {
        "date": "2026-05-15",
        "close": 93.02,
        "volume": 10282174,
        "typical_volume": 6273266.75,
        "trend": 164.491667,
        "fair_value": 208.403013,
        "relative_strength": -49.821005,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -84.93979,
        "energy": 93.211852,
        "activity_lines": [
          104.554,
          114.994364,
          132.747857,
          149.007054
        ]
      },
      {
        "date": "2026-05-22",
        "close": 102.69,
        "volume": 10756320,
        "typical_volume": 6711930.6,
        "trend": 162.601333,
        "fair_value": 207.406923,
        "relative_strength": -44.361713,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.872256,
        "energy": 87.520629,
        "activity_lines": [
          101.790667,
          111.390364,
          127.976905,
          145.019849
        ]
      },
      {
        "date": "2026-05-29",
        "close": 102.46,
        "volume": 5822902,
        "typical_volume": 6810610.15,
        "trend": 160.565333,
        "fair_value": 206.399295,
        "relative_strength": -44.575612,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.840816,
        "energy": 87.393897,
        "activity_lines": [
          100.860667,
          108.370909,
          123.649619,
          141.139763
        ]
      },
      {
        "date": "2026-06-05",
        "close": 98.04,
        "volume": 22260040,
        "typical_volume": 7751638.2,
        "trend": 157.99,
        "fair_value": 205.673077,
        "relative_strength": -44.876798,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -69.461398,
        "energy": 84.817723,
        "activity_lines": [
          99.558667,
          105.183636,
          119.422667,
          137.105871
        ]
      },
      {
        "date": "2026-06-12",
        "close": 95.38,
        "volume": 4198187,
        "typical_volume": 7831383.85,
        "trend": 155.202,
        "fair_value": 204.877372,
        "relative_strength": -45.983771,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.64968,
        "energy": 66.902108,
        "activity_lines": [
          98.322667,
          102.188182,
          115.487952,
          133.066516
        ]
      },
      {
        "date": "2026-06-19",
        "close": 76.64,
        "volume": 9297272,
        "typical_volume": 8136154.4,
        "trend": 151.724,
        "fair_value": 203.996859,
        "relative_strength": -56.382092,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -87.720291,
        "energy": 73.046973,
        "activity_lines": [
          91.096667,
          96.560182,
          110.353381,
          127.998
        ]
      },
      {
        "date": "2026-06-26",
        "close": 80.68,
        "volume": 12433537,
        "typical_volume": 8413290.9,
        "trend": 148.18,
        "fair_value": 203.073333,
        "relative_strength": -52.274585,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -76.647866,
        "energy": 69.809488,
        "activity_lines": [
          86.309333,
          92.5,
          106.231952,
          123.414516
        ]
      },
      {
        "date": "2026-07-03",
        "close": 88.27,
        "volume": 6617855,
        "typical_volume": 8436322.7,
        "trend": 144.335667,
        "fair_value": 202.169936,
        "relative_strength": -48.130093,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.934944,
        "energy": 65.655369,
        "activity_lines": [
          85.519333,
          90.740909,
          103.338143,
          119.549355
        ]
      },
      {
        "date": "2026-07-10",
        "close": 83.89,
        "volume": 8666465,
        "typical_volume": 8338043.0,
        "trend": 140.144333,
        "fair_value": 201.156795,
        "relative_strength": -50.686052,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.904261,
        "energy": 66.404078,
        "activity_lines": [
          84.215333,
          88.743818,
          100.399095,
          115.649634
        ]
      },
      {
        "date": "2026-07-17",
        "close": 88.66,
        "volume": 7699729,
        "typical_volume": 8335735.4,
        "trend": 136.127333,
        "fair_value": 200.202949,
        "relative_strength": -46.3963,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.355902,
        "energy": 62.3242,
        "activity_lines": [
          85.444667,
          88.131091,
          98.176048,
          112.328065
        ]
      },
      {
        "date": "2026-07-24",
        "close": 89.85,
        "volume": 5521566,
        "typical_volume": 8289329.0,
        "trend": 132.075333,
        "fair_value": 199.298782,
        "relative_strength": -44.641724,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.828897,
        "energy": 54.57963,
        "activity_lines": [
          87.518667,
          87.926909,
          96.315571,
          109.34243
        ]
      },
      {
        "date": "2026-07-31",
        "close": 105.56,
        "volume": 9724088,
        "typical_volume": 8418556.35,
        "trend": 128.912,
        "fair_value": 198.392308,
        "relative_strength": -35.075185,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.021773,
        "energy": 35.165522,
        "activity_lines": [
          93.948667,
          90.636727,
          96.218048,
          107.631763
        ]
      },
      {
        "date": "2026-08-07",
        "close": 97.43,
        "volume": 13212231,
        "typical_volume": 8726006.3,
        "trend": 125.095333,
        "fair_value": 197.486474,
        "relative_strength": -41.463247,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -36.746818,
        "energy": 22.712806,
        "activity_lines": [
          96.01,
          91.816182,
          95.496619,
          105.600667
        ]
      }
    ],
    "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."
    }
  }
}