{
  "ticker": {
    "uuid": "977620dc-3244-4238-b926-2eb347b77909",
    "symbol": "MAGADSUGAR",
    "name": "Magadh Sugar & Energy Limited",
    "exchange": "NSI",
    "country": "IN",
    "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": "^NSEI",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1a",
    "phase_label": "Stage 1A \u00b7 Bottoming",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 85.293,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 65.528,
    "architecture_energy": 61.065,
    "architecture_maturity": 9.314,
    "architecture_confidence": 78.169,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 30.45,
        "rotation_up": 72.91,
        "upward_expansion": 87.35,
        "deceleration": 43.56,
        "rotation_down": 9.06,
        "downward_expansion": 11.68
      },
      "activity_lines": [
        502.842383,
        487.604459,
        482.379579,
        478.434361
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 512.849976,
    "trend_reference": 469.889386,
    "distance_from_trend": 0.091427,
    "trend_direction": "Weakening",
    "fair_value": 603.338599,
    "distance_from_fair_value": -0.14998,
    "fair_value_direction": "Weakening",
    "relative_strength": 4.248822,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.146674,
    "excess_performance": 0.190383,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.091427,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.017348,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.14998,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.007738,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.042488,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.06074,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.146674,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.138478,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 749658,
      "relative_activity": 5.742193,
      "balance": 4.138478,
      "dry_up": 1.929225,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.063434,
      "annualized_volatility": 0.280397,
      "from_high_reference": -0.159193,
      "from_low_reference": 0.229856
    },
    "levels": {
      "trend_reference": 469.889386,
      "fair_value_reference": 603.338599,
      "structural_low": 420.0,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 22,
        "median_return": 0.045633,
        "positive_rate": 0.636364,
        "directional_follow_through": 0.636364,
        "median_excess_return": 0.022227,
        "regime_survival": 0.727273,
        "best_return": 0.330359,
        "worst_return": -0.203041,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": 0.008379,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.06492,
        "regime_survival": 0.4,
        "best_return": 0.56462,
        "worst_return": -0.32182,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.096357,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.083196,
        "regime_survival": 0.166667,
        "best_return": 0.418972,
        "worst_return": -0.351213,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.041229,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.092029,
        "regime_survival": 0.25,
        "best_return": 0.961672,
        "worst_return": -0.329035,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-11",
        "end": "2025-04-18",
        "tenure": "New",
        "return": 0.069441,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-04-25",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.097875,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-06",
        "end": "2025-06-27",
        "tenure": "New",
        "return": -0.091105,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-07-04",
        "end": "2025-07-25",
        "tenure": "New",
        "return": -0.111499,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-08-01",
        "end": "2025-09-12",
        "tenure": "Developing",
        "return": 0.041518,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-09-19",
        "end": "2026-03-06",
        "tenure": "Established",
        "return": -0.21005,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-13",
        "end": "2026-03-13",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-20",
        "end": "2026-04-03",
        "tenure": "New",
        "return": 0.074002,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-10",
        "end": "2026-04-17",
        "tenure": "New",
        "return": 0.060765,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-04-24",
        "end": "2026-05-22",
        "tenure": "Developing",
        "return": -0.084091,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-29",
        "end": "2026-06-19",
        "tenure": "New",
        "return": -0.053962,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-06-26",
        "end": "2026-07-10",
        "tenure": "New",
        "return": 0.113614,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-17",
        "end": "2026-07-31",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 448.658478,
        "volume": 85951,
        "typical_volume": 206662.95,
        "trend": 358.48977,
        "fair_value": 253.549805,
        "relative_strength": 29.125984,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.586496,
        "energy": 76.697095,
        "activity_lines": [
          450.947687,
          435.152555,
          408.167476,
          386.275296
        ]
      },
      {
        "date": "2023-08-25",
        "close": 465.321838,
        "volume": 288403,
        "typical_volume": 214273.55,
        "trend": 364.008626,
        "fair_value": 255.813644,
        "relative_strength": 33.067289,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 71.810145,
        "energy": 67.946747,
        "activity_lines": [
          456.98053,
          443.004287,
          415.645676,
          393.167688
        ]
      },
      {
        "date": "2023-09-01",
        "close": 507.317383,
        "volume": 460172,
        "typical_volume": 232199.65,
        "trend": 371.066221,
        "fair_value": 258.37364,
        "relative_strength": 42.28875,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 83.938197,
        "energy": 66.378429,
        "activity_lines": [
          474.292452,
          457.136723,
          426.453636,
          402.413414
        ]
      },
      {
        "date": "2023-09-08",
        "close": 648.281616,
        "volume": 1237005,
        "typical_volume": 281490.1,
        "trend": 382.483301,
        "fair_value": 261.837254,
        "relative_strength": 75.258493,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 96.321152,
        "energy": 88.623174,
        "activity_lines": [
          534.547009,
          494.927821,
          449.876266,
          420.298278
        ]
      },
      {
        "date": "2023-09-15",
        "close": 645.536499,
        "volume": 655685,
        "typical_volume": 308970.95,
        "trend": 393.461662,
        "fair_value": 265.245133,
        "relative_strength": 68.545414,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 89.902087,
        "energy": 91.967909,
        "activity_lines": [
          581.470884,
          527.487625,
          471.660767,
          437.269452
        ]
      },
      {
        "date": "2023-09-22",
        "close": 667.690125,
        "volume": 384113,
        "typical_volume": 319553.95,
        "trend": 405.659842,
        "fair_value": 268.857215,
        "relative_strength": 75.78376,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 84.928513,
        "energy": 93.61732,
        "activity_lines": [
          623.026538,
          559.64274,
          494.174837,
          454.961611
        ]
      },
      {
        "date": "2023-09-29",
        "close": 674.914124,
        "volume": 209141,
        "typical_volume": 310562.2,
        "trend": 417.986767,
        "fair_value": 272.498297,
        "relative_strength": 74.848792,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 78.602072,
        "energy": 91.74762,
        "activity_lines": [
          652.388082,
          588.349598,
          515.919521,
          472.332855
        ]
      },
      {
        "date": "2023-10-06",
        "close": 662.970398,
        "volume": 209217,
        "typical_volume": 312352.3,
        "trend": 429.569932,
        "fair_value": 276.072203,
        "relative_strength": 68.766303,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 67.910909,
        "energy": 76.499397,
        "activity_lines": [
          663.795565,
          610.332438,
          534.976075,
          488.138251
        ]
      },
      {
        "date": "2023-10-13",
        "close": 673.950928,
        "volume": 99533,
        "typical_volume": 314075.7,
        "trend": 442.311394,
        "fair_value": 279.712685,
        "relative_strength": 67.834764,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 69.224939,
        "energy": 66.910462,
        "activity_lines": [
          668.486357,
          630.378379,
          553.609213,
          503.904767
        ]
      },
      {
        "date": "2023-10-20",
        "close": 687.72467,
        "volume": 215073,
        "typical_volume": 321418.05,
        "trend": 455.732936,
        "fair_value": 283.436765,
        "relative_strength": 69.963269,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 70.498182,
        "energy": 65.631926,
        "activity_lines": [
          676.057109,
          649.075838,
          571.996142,
          519.737881
        ]
      },
      {
        "date": "2023-10-27",
        "close": 700.005493,
        "volume": 306165,
        "typical_volume": 319485.4,
        "trend": 468.990933,
        "fair_value": 287.280346,
        "relative_strength": 74.006621,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 70.408437,
        "energy": 62.031802,
        "activity_lines": [
          684.908923,
          665.761091,
          589.939911,
          535.497401
        ]
      },
      {
        "date": "2023-11-03",
        "close": 728.4198,
        "volume": 311076,
        "typical_volume": 319617.6,
        "trend": 482.449566,
        "fair_value": 291.330712,
        "relative_strength": 75.708875,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 74.10325,
        "energy": 63.014479,
        "activity_lines": [
          701.077816,
          683.042635,
          609.05091,
          552.234747
        ]
      },
      {
        "date": "2023-11-10",
        "close": 692.251709,
        "volume": 182991,
        "typical_volume": 313189.6,
        "trend": 494.287516,
        "fair_value": 295.204677,
        "relative_strength": 62.244591,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.736309,
        "energy": 54.68371,
        "activity_lines": [
          701.623633,
          688.964563,
          623.10964,
          565.770369
        ]
      },
      {
        "date": "2023-11-17",
        "close": 701.980042,
        "volume": 68908,
        "typical_volume": 313363.35,
        "trend": 505.714283,
        "fair_value": 299.091718,
        "relative_strength": 59.178961,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.694655,
        "energy": 51.660357,
        "activity_lines": [
          703.46014,
          693.292837,
          636.697972,
          579.169887
        ]
      },
      {
        "date": "2023-11-24",
        "close": 780.528931,
        "volume": 506721,
        "typical_volume": 334648.4,
        "trend": 519.876135,
        "fair_value": 303.447955,
        "relative_strength": 72.870142,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 75.638676,
        "energy": 57.147444,
        "activity_lines": [
          729.611003,
          710.926392,
          656.272062,
          596.899865
        ]
      },
      {
        "date": "2023-12-01",
        "close": 762.709717,
        "volume": 191594,
        "typical_volume": 336302.1,
        "trend": 533.245155,
        "fair_value": 307.670604,
        "relative_strength": 61.984024,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.806476,
        "energy": 53.029335,
        "activity_lines": [
          743.635177,
          722.865682,
          672.34534,
          612.566547
        ]
      },
      {
        "date": "2023-12-08",
        "close": 605.13031,
        "volume": 726849,
        "typical_volume": 360417.95,
        "trend": 541.77345,
        "fair_value": 310.857899,
        "relative_strength": 22.863059,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 40.849081,
        "energy": 33.107121,
        "activity_lines": [
          700.9526,
          704.426542,
          671.711465,
          617.204299
        ]
      },
      {
        "date": "2023-12-15",
        "close": 652.808716,
        "volume": 326843,
        "typical_volume": 349335.45,
        "trend": 551.718996,
        "fair_value": 314.355813,
        "relative_strength": 28.049946,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 39.497662,
        "energy": 28.30042,
        "activity_lines": [
          682.382125,
          695.924999,
          674.758391,
          624.367865
        ]
      },
      {
        "date": "2023-12-22",
        "close": 643.369324,
        "volume": 295943,
        "typical_volume": 344262.15,
        "trend": 561.605572,
        "fair_value": 317.78383,
        "relative_strength": 25.339722,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 31.290077,
        "energy": 20.720941,
        "activity_lines": [
          663.294719,
          685.891961,
          675.924552,
          630.280789
        ]
      },
      {
        "date": "2023-12-29",
        "close": 656.613342,
        "volume": 108790,
        "typical_volume": 343508.65,
        "trend": 571.857858,
        "fair_value": 321.308772,
        "relative_strength": 24.364631,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 25.678548,
        "energy": 23.418815,
        "activity_lines": [
          652.529366,
          678.822956,
          677.488607,
          636.410323
        ]
      },
      {
        "date": "2024-01-05",
        "close": 643.032166,
        "volume": 78397,
        "typical_volume": 343130.95,
        "trend": 580.731009,
        "fair_value": 324.742255,
        "relative_strength": 20.640071,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 14.785243,
        "energy": 15.479141,
        "activity_lines": [
          645.497994,
          669.850306,
          676.795559,
          641.002213
        ]
      },
      {
        "date": "2024-01-12",
        "close": 622.853149,
        "volume": 55981,
        "typical_volume": 331509.85,
        "trend": 588.465943,
        "fair_value": 328.054013,
        "relative_strength": 14.802778,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 4.321761,
        "energy": 11.996699,
        "activity_lines": [
          639.718787,
          658.244623,
          673.255111,
          643.719771
        ]
      },
      {
        "date": "2024-01-19",
        "close": 611.342957,
        "volume": 102314,
        "typical_volume": 313616.95,
        "trend": 595.547326,
        "fair_value": 331.327777,
        "relative_strength": 13.114063,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 1.284746,
        "energy": 12.382082,
        "activity_lines": [
          628.921326,
          646.465572,
          667.868305,
          645.195707
        ]
      },
      {
        "date": "2024-01-26",
        "close": 603.829956,
        "volume": 42271,
        "typical_volume": 253880.25,
        "trend": 602.741271,
        "fair_value": 334.562476,
        "relative_strength": 12.164691,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -2.458621,
        "energy": 20.421937,
        "activity_lines": [
          618.383915,
          634.791588,
          661.270615,
          645.73007
        ]
      },
      {
        "date": "2024-02-02",
        "close": 608.308838,
        "volume": 77240,
        "typical_volume": 224958.0,
        "trend": 609.626821,
        "fair_value": 337.818844,
        "relative_strength": 9.463394,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -1.680329,
        "energy": 25.053961,
        "activity_lines": [
          611.975423,
          625.716494,
          655.311159,
          646.089268
        ]
      },
      {
        "date": "2024-02-09",
        "close": 619.867249,
        "volume": 211157,
        "typical_volume": 216310.2,
        "trend": 616.762528,
        "fair_value": 341.1628,
        "relative_strength": 10.9574,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -17.720481,
        "energy": 26.387661,
        "activity_lines": [
          612.640035,
          621.874203,
          650.62978,
          646.749941
        ]
      },
      {
        "date": "2024-02-16",
        "close": 620.252563,
        "volume": 250199,
        "typical_volume": 218363.1,
        "trend": 623.286603,
        "fair_value": 344.472555,
        "relative_strength": 8.866912,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -24.416433,
        "energy": 19.176245,
        "activity_lines": [
          614.977413,
          620.699106,
          646.212825,
          646.975105
        ]
      },
      {
        "date": "2024-02-23",
        "close": 617.940857,
        "volume": 114325,
        "typical_volume": 213618.5,
        "trend": 628.996773,
        "fair_value": 347.789788,
        "relative_strength": 6.78375,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -21.932423,
        "energy": 16.093757,
        "activity_lines": [
          616.717594,
          618.828748,
          641.836,
          646.630218
        ]
      },
      {
        "date": "2024-03-01",
        "close": 595.016724,
        "volume": 51455,
        "typical_volume": 211214.6,
        "trend": 633.429099,
        "fair_value": 350.900518,
        "relative_strength": 1.545406,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -28.551829,
        "energy": 19.247374,
        "activity_lines": [
          610.376538,
          613.424326,
          635.490352,
          644.437957
        ]
      },
      {
        "date": "2024-03-08",
        "close": 590.730408,
        "volume": 48443,
        "typical_volume": 202883.1,
        "trend": 637.97861,
        "fair_value": 354.005774,
        "relative_strength": -0.474199,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -31.187029,
        "energy": 31.24701,
        "activity_lines": [
          603.194259,
          608.119713,
          629.112359,
          641.683202
        ]
      },
      {
        "date": "2024-03-15",
        "close": 545.122925,
        "volume": 101240,
        "typical_volume": 192636.85,
        "trend": 641.194092,
        "fair_value": 356.891428,
        "relative_strength": -6.720269,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.716815,
        "energy": 64.995416,
        "activity_lines": [
          581.98138,
          595.720702,
          618.852675,
          635.692513
        ]
      },
      {
        "date": "2024-03-22",
        "close": 527.688965,
        "volume": 93399,
        "typical_volume": 181753.0,
        "trend": 643.272996,
        "fair_value": 359.678821,
        "relative_strength": -10.461402,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -77.407735,
        "energy": 77.860255,
        "activity_lines": [
          559.940137,
          581.932048,
          607.670149,
          628.369602
        ]
      },
      {
        "date": "2024-03-29",
        "close": 517.09375,
        "volume": 52312,
        "typical_volume": 175219.05,
        "trend": 643.598875,
        "fair_value": 362.38304,
        "relative_strength": -13.522081,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -76.555831,
        "energy": 81.834336,
        "activity_lines": [
          540.538062,
          567.947249,
          596.434417,
          620.229005
        ]
      },
      {
        "date": "2024-04-05",
        "close": 555.958923,
        "volume": 70238,
        "typical_volume": 175285.55,
        "trend": 640.521452,
        "fair_value": 365.309113,
        "relative_strength": -8.205526,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.615109,
        "energy": 75.142626,
        "activity_lines": [
          540.814185,
          562.742467,
          589.734215,
          614.574815
        ]
      },
      {
        "date": "2024-04-12",
        "close": 572.670471,
        "volume": 68084,
        "typical_volume": 153353.7,
        "trend": 638.092584,
        "fair_value": 368.301827,
        "relative_strength": -5.908822,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.662102,
        "energy": 57.172257,
        "activity_lines": [
          549.264677,
          561.446531,
          585.320927,
          610.197332
        ]
      },
      {
        "date": "2024-04-19",
        "close": 547.097534,
        "volume": 34487,
        "typical_volume": 145498.35,
        "trend": 634.072831,
        "fair_value": 371.059032,
        "relative_strength": -8.879323,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.146365,
        "energy": 43.893585,
        "activity_lines": [
          550.394853,
          556.14894,
          579.461924,
          604.326684
        ]
      },
      {
        "date": "2024-04-26",
        "close": 571.081177,
        "volume": 56783,
        "typical_volume": 111995.05,
        "trend": 630.611733,
        "fair_value": 373.73265,
        "relative_strength": -6.426636,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -43.075624,
        "energy": 28.388166,
        "activity_lines": [
          559.387935,
          556.535097,
          576.913802,
          600.262706
        ]
      },
      {
        "date": "2024-05-03",
        "close": 637.349304,
        "volume": 216092,
        "typical_volume": 106457.5,
        "trend": 629.757697,
        "fair_value": 376.818155,
        "relative_strength": 3.561492,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -14.655147,
        "energy": 14.971451,
        "activity_lines": [
          587.57758,
          569.86403,
          580.839069,
          600.697388
        ]
      },
      {
        "date": "2024-05-10",
        "close": 645.729187,
        "volume": 80270,
        "typical_volume": 95673.85,
        "trend": 628.816972,
        "fair_value": 379.967938,
        "relative_strength": 6.163252,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -2.98305,
        "energy": 16.981085,
        "activity_lines": [
          610.543481,
          584.363697,
          585.636037,
          601.727807
        ]
      },
      {
        "date": "2024-05-17",
        "close": 662.151733,
        "volume": 207409,
        "typical_volume": 100604.8,
        "trend": 627.964541,
        "fair_value": 383.182511,
        "relative_strength": 6.131931,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "mixed",
        "direction": 31.954512,
        "energy": 36.838437,
        "activity_lines": [
          632.998881,
          600.927237,
          591.985819,
          603.878436
        ]
      },
      {
        "date": "2024-05-24",
        "close": 627.861755,
        "volume": 48886,
        "typical_volume": 99129.25,
        "trend": 625.559749,
        "fair_value": 386.143832,
        "relative_strength": -2.099878,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 19.994172,
        "energy": 34.004366,
        "activity_lines": [
          638.05887,
          609.957666,
          595.043515,
          603.871805
        ]
      },
      {
        "date": "2024-05-31",
        "close": 606.62323,
        "volume": 34381,
        "typical_volume": 98049.25,
        "trend": 621.499864,
        "fair_value": 388.777445,
        "relative_strength": -4.155283,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 18.755414,
        "energy": 33.086542,
        "activity_lines": [
          630.65507,
          613.622202,
          596.150735,
          602.650094
        ]
      },
      {
        "date": "2024-06-07",
        "close": 651.508423,
        "volume": 88061,
        "typical_volume": 97336.6,
        "trend": 620.141754,
        "fair_value": 391.454414,
        "relative_strength": -0.9405,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 26.497082,
        "energy": 32.178763,
        "activity_lines": [
          635.84353,
          624.012514,
          601.610021,
          604.58613
        ]
      },
      {
        "date": "2024-06-14",
        "close": 714.790588,
        "volume": 288459,
        "typical_volume": 109646.0,
        "trend": 620.568772,
        "fair_value": 394.596883,
        "relative_strength": 7.160684,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 50.794065,
        "energy": 41.09992,
        "activity_lines": [
          661.182104,
          643.464771,
          612.904915,
          610.692507
        ]
      },
      {
        "date": "2024-06-21",
        "close": 767.092407,
        "volume": 641216,
        "typical_volume": 137844.8,
        "trend": 620.120888,
        "fair_value": 397.811475,
        "relative_strength": 13.959153,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 83.218479,
        "energy": 71.834407,
        "activity_lines": [
          699.350525,
          669.538602,
          628.652551,
          620.145644
        ]
      },
      {
        "date": "2024-06-28",
        "close": 731.74292,
        "volume": 365718,
        "typical_volume": 145572.85,
        "trend": 619.088662,
        "fair_value": 400.330091,
        "relative_strength": 5.673268,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.498341,
        "energy": 75.514357,
        "activity_lines": [
          718.739738,
          685.650308,
          640.277457,
          627.347066
        ]
      },
      {
        "date": "2024-07-05",
        "close": 730.972351,
        "volume": 106637,
        "typical_volume": 138394.75,
        "trend": 623.283396,
        "fair_value": 403.019784,
        "relative_strength": 3.562352,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.484783,
        "energy": 77.009503,
        "activity_lines": [
          730.946684,
          698.264723,
          651.296234,
          634.565368
        ]
      },
      {
        "date": "2024-07-12",
        "close": 761.409485,
        "volume": 263693,
        "typical_volume": 145863.15,
        "trend": 626.903422,
        "fair_value": 405.982034,
        "relative_strength": 6.361209,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.665271,
        "energy": 77.661684,
        "activity_lines": [
          745.009399,
          713.506049,
          664.686548,
          643.476729
        ]
      },
      {
        "date": "2024-07-19",
        "close": 758.086426,
        "volume": 166796,
        "typical_volume": 151630.2,
        "trend": 630.727325,
        "fair_value": 408.852575,
        "relative_strength": 5.122303,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.635742,
        "energy": 61.995589,
        "activity_lines": [
          750.637691,
          725.887543,
          677.077197,
          651.940148
        ]
      },
      {
        "date": "2024-07-26",
        "close": 771.321411,
        "volume": 291734,
        "typical_volume": 163794.75,
        "trend": 634.550928,
        "fair_value": 411.857535,
        "relative_strength": 5.076376,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.217236,
        "energy": 51.544183,
        "activity_lines": [
          757.791256,
          738.632539,
          689.951798,
          661.010735
        ]
      },
      {
        "date": "2024-08-02",
        "close": 756.799683,
        "volume": 159152,
        "typical_volume": 166690.35,
        "trend": 638.343178,
        "fair_value": 415.058953,
        "relative_strength": 3.120865,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.944319,
        "energy": 48.437842,
        "activity_lines": [
          759.822311,
          746.752318,
          700.583421,
          668.897751
        ]
      },
      {
        "date": "2024-08-09",
        "close": 728.246765,
        "volume": 74311,
        "typical_volume": 165735.95,
        "trend": 641.856299,
        "fair_value": 418.144395,
        "relative_strength": 0.234027,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.824014,
        "energy": 41.144525,
        "activity_lines": [
          750.665275,
          747.336331,
          707.487733,
          674.697982
        ]
      },
      {
        "date": "2024-08-16",
        "close": 727.314636,
        "volume": 111357,
        "typical_volume": 168688.2,
        "trend": 645.722021,
        "fair_value": 421.189013,
        "relative_strength": -1.011357,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 44.644636,
        "energy": 31.881794,
        "activity_lines": [
          741.379236,
          745.53953,
          713.348234,
          680.211424
        ]
      },
      {
        "date": "2024-08-23",
        "close": 831.763367,
        "volume": 538065,
        "typical_volume": 192079.55,
        "trend": 653.319802,
        "fair_value": 424.888281,
        "relative_strength": 11.249753,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.196915,
        "energy": 43.797533,
        "activity_lines": [
          769.18243,
          761.355111,
          728.155181,
          692.214091
        ]
      },
      {
        "date": "2024-08-30",
        "close": 886.857727,
        "volume": 1454774,
        "typical_volume": 261414.05,
        "trend": 662.604765,
        "fair_value": 428.889784,
        "relative_strength": 16.009045,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 75.688462,
        "energy": 50.402391,
        "activity_lines": [
          810.438615,
          785.061072,
          746.895856,
          707.281054
        ]
      },
      {
        "date": "2024-09-06",
        "close": 823.030701,
        "volume": 355723,
        "typical_volume": 277475.85,
        "trend": 669.37688,
        "fair_value": 432.455333,
        "relative_strength": 9.293956,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 58.610681,
        "energy": 52.073516,
        "activity_lines": [
          822.716703,
          794.984567,
          758.061637,
          717.631114
        ]
      },
      {
        "date": "2024-09-13",
        "close": 831.12561,
        "volume": 120718,
        "typical_volume": 280672.6,
        "trend": 676.405981,
        "fair_value": 436.103452,
        "relative_strength": 8.118178,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.740719,
        "energy": 61.161455,
        "activity_lines": [
          833.277694,
          804.720086,
          768.684393,
          728.066516
        ]
      },
      {
        "date": "2024-09-20",
        "close": 939.450134,
        "volume": 428864,
        "typical_volume": 291311.2,
        "trend": 687.122957,
        "fair_value": 440.433746,
        "relative_strength": 19.961754,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.466119,
        "energy": 76.326253,
        "activity_lines": [
          873.088269,
          832.330005,
          788.385465,
          745.037107
        ]
      },
      {
        "date": "2024-09-27",
        "close": 923.211243,
        "volume": 708867,
        "typical_volume": 322741.05,
        "trend": 698.062775,
        "fair_value": 444.558972,
        "relative_strength": 16.074896,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 71.626847,
        "energy": 69.03101,
        "activity_lines": [
          893.343514,
          853.750295,
          805.101399,
          760.268609
        ]
      },
      {
        "date": "2024-10-04",
        "close": 853.595093,
        "volume": 309930,
        "typical_volume": 327867.1,
        "trend": 706.824931,
        "fair_value": 448.137265,
        "relative_strength": 12.289805,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 60.37324,
        "energy": 49.305387,
        "activity_lines": [
          884.296851,
          859.510834,
          813.865882,
          770.302952
        ]
      },
      {
        "date": "2024-10-11",
        "close": 857.274597,
        "volume": 120642,
        "typical_volume": 331454.9,
        "trend": 717.229987,
        "fair_value": 451.779355,
        "relative_strength": 12.985718,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 57.737431,
        "energy": 44.53138,
        "activity_lines": [
          878.694198,
          864.444489,
          822.069158,
          780.009382
        ]
      },
      {
        "date": "2024-10-18",
        "close": 803.406677,
        "volume": 91242,
        "typical_volume": 334297.95,
        "trend": 726.420577,
        "fair_value": 455.204216,
        "relative_strength": 6.548818,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 41.209768,
        "energy": 27.680128,
        "activity_lines": [
          852.852645,
          857.75716,
          824.049714,
          785.569169
        ]
      },
      {
        "date": "2024-10-25",
        "close": 688.655334,
        "volume": 104837,
        "typical_volume": 335136.75,
        "trend": 732.139296,
        "fair_value": 457.971232,
        "relative_strength": -5.632012,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 6.780429,
        "energy": 14.104024,
        "activity_lines": [
          790.608573,
          828.839406,
          814.164506,
          783.132701
        ]
      },
      {
        "date": "2024-11-01",
        "close": 720.151855,
        "volume": 81497,
        "typical_volume": 324788.65,
        "trend": 737.612394,
        "fair_value": 460.90113,
        "relative_strength": -1.298897,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -0.788002,
        "energy": 17.778189,
        "activity_lines": [
          755.582995,
          806.351189,
          807.102077,
          782.359318
        ]
      },
      {
        "date": "2024-11-08",
        "close": 716.17804,
        "volume": 69785,
        "typical_volume": 296217.1,
        "trend": 742.39598,
        "fair_value": 463.794236,
        "relative_strength": -0.828993,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -21.601697,
        "energy": 30.040272,
        "activity_lines": [
          732.770105,
          785.169761,
          799.63566,
          780.976457
        ]
      },
      {
        "date": "2024-11-15",
        "close": 640.282166,
        "volume": 50844,
        "typical_volume": 280473.4,
        "trend": 745.502134,
        "fair_value": 466.361076,
        "relative_strength": -8.527327,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -35.42971,
        "energy": 45.58396,
        "activity_lines": [
          693.819727,
          753.29235,
          785.183514,
          774.388469
        ]
      },
      {
        "date": "2024-11-22",
        "close": 636.553589,
        "volume": 40667,
        "typical_volume": 277174.9,
        "trend": 747.684548,
        "fair_value": 468.958821,
        "relative_strength": -9.737464,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.717967,
        "energy": 58.441744,
        "activity_lines": [
          668.092652,
          724.059716,
          770.811792,
          767.35953
        ]
      },
      {
        "date": "2024-11-29",
        "close": 718.532837,
        "volume": 62391,
        "typical_volume": 267109.8,
        "trend": 750.390666,
        "fair_value": 472.097562,
        "relative_strength": 1.461537,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.799421,
        "energy": 53.577592,
        "activity_lines": [
          680.815532,
          713.270073,
          764.697231,
          765.478775
        ]
      },
      {
        "date": "2024-12-06",
        "close": 714.411804,
        "volume": 28450,
        "typical_volume": 260192.5,
        "trend": 752.680086,
        "fair_value": 475.068703,
        "relative_strength": -1.361156,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.437175,
        "energy": 43.861491,
        "activity_lines": [
          690.1729,
          705.747829,
          758.394366,
          763.157558
        ]
      },
      {
        "date": "2024-12-13",
        "close": 683.0625,
        "volume": 43389,
        "typical_volume": 247775.25,
        "trend": 753.377112,
        "fair_value": 477.993176,
        "relative_strength": -5.858568,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.079572,
        "energy": 29.463943,
        "activity_lines": [
          689.463171,
          696.322066,
          749.313826,
          758.666101
        ]
      },
      {
        "date": "2024-12-20",
        "close": 650.879089,
        "volume": 31352,
        "typical_volume": 241385.25,
        "trend": 754.144356,
        "fair_value": 480.749172,
        "relative_strength": -5.646064,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -65.935649,
        "energy": 39.639945,
        "activity_lines": [
          680.233341,
          684.145366,
          737.588481,
          752.053325
        ]
      },
      {
        "date": "2024-12-27",
        "close": 626.103821,
        "volume": 18465,
        "typical_volume": 238592.95,
        "trend": 754.793709,
        "fair_value": 483.251635,
        "relative_strength": -9.866075,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -71.376987,
        "energy": 55.557277,
        "activity_lines": [
          662.038627,
          671.216717,
          724.007969,
          743.792645
        ]
      },
      {
        "date": "2025-01-03",
        "close": 634.738403,
        "volume": 27228,
        "typical_volume": 234386.5,
        "trend": 754.234709,
        "fair_value": 485.583673,
        "relative_strength": -9.161242,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.453361,
        "energy": 67.664516,
        "activity_lines": [
          647.418758,
          663.081681,
          711.736194,
          736.047142
        ]
      },
      {
        "date": "2025-01-10",
        "close": 576.356995,
        "volume": 41287,
        "typical_volume": 209547.6,
        "trend": 749.620256,
        "fair_value": 487.377352,
        "relative_strength": -15.282876,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.807347,
        "energy": 80.797342,
        "activity_lines": [
          618.924715,
          645.31215,
          694.345124,
          724.57116
        ]
      },
      {
        "date": "2025-01-17",
        "close": 566.25061,
        "volume": 68772,
        "typical_volume": 140247.5,
        "trend": 742.925529,
        "fair_value": 489.246239,
        "relative_strength": -15.733481,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -78.014418,
        "energy": 83.243045,
        "activity_lines": [
          596.265531,
          628.319548,
          677.207762,
          712.74086
        ]
      },
      {
        "date": "2025-01-24",
        "close": 585.923706,
        "volume": 62373,
        "typical_volume": 125580.0,
        "trend": 738.064888,
        "fair_value": 491.201323,
        "relative_strength": -12.217326,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.120203,
        "energy": 80.906615,
        "activity_lines": [
          587.951505,
          617.629825,
          663.470729,
          702.61171
        ]
      },
      {
        "date": "2025-01-31",
        "close": 578.662781,
        "volume": 55923,
        "typical_volume": 122340.25,
        "trend": 732.987903,
        "fair_value": 493.006507,
        "relative_strength": -14.657184,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.841323,
        "energy": 73.784582,
        "activity_lines": [
          581.54753,
          606.60827,
          650.17126,
          692.327704
        ]
      },
      {
        "date": "2025-02-07",
        "close": 555.702698,
        "volume": 34133,
        "typical_volume": 102603.7,
        "trend": 726.13101,
        "fair_value": 494.765782,
        "relative_strength": -17.956301,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.168678,
        "energy": 66.454899,
        "activity_lines": [
          570.65293,
          592.464714,
          635.887321,
          680.889948
        ]
      },
      {
        "date": "2025-02-14",
        "close": 482.210815,
        "volume": 83507,
        "typical_volume": 71335.7,
        "trend": 716.935156,
        "fair_value": 496.103101,
        "relative_strength": -26.498726,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -86.74926,
        "energy": 77.669605,
        "activity_lines": [
          540.530082,
          567.919546,
          616.431523,
          665.153162
        ]
      },
      {
        "date": "2025-02-21",
        "close": 523.372192,
        "volume": 66790,
        "typical_volume": 59178.7,
        "trend": 708.670182,
        "fair_value": 497.813588,
        "relative_strength": -19.495036,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -69.575048,
        "energy": 61.707689,
        "activity_lines": [
          530.404105,
          555.0801,
          602.995858,
          652.665228
        ]
      },
      {
        "date": "2025-02-28",
        "close": 451.008636,
        "volume": 46084,
        "typical_volume": 55450.8,
        "trend": 698.477147,
        "fair_value": 499.01672,
        "relative_strength": -28.218784,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -84.616492,
        "energy": 84.772107,
        "activity_lines": [
          499.015505,
          531.987105,
          584.240916,
          636.041903
        ]
      },
      {
        "date": "2025-03-07",
        "close": 528.474365,
        "volume": 57150,
        "typical_volume": 53746.2,
        "trend": 691.818067,
        "fair_value": 500.482907,
        "relative_strength": -17.326678,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.386284,
        "energy": 59.227489,
        "activity_lines": [
          502.443152,
          526.612796,
          574.798263,
          625.073981
        ]
      },
      {
        "date": "2025-03-14",
        "close": 513.216736,
        "volume": 29692,
        "typical_volume": 49988.95,
        "trend": 684.681471,
        "fair_value": 501.827461,
        "relative_strength": -19.05592,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.867713,
        "energy": 52.250217,
        "activity_lines": [
          504.130816,
          520.239453,
          565.211703,
          613.551315
        ]
      },
      {
        "date": "2025-03-21",
        "close": 644.501282,
        "volume": 182744,
        "typical_volume": 55051.3,
        "trend": 678.439401,
        "fair_value": 504.037113,
        "relative_strength": -2.745165,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -31.464124,
        "energy": 25.666837,
        "activity_lines": [
          552.412394,
          539.945513,
          568.963856,
          610.959045
        ]
      },
      {
        "date": "2025-03-28",
        "close": 583.323486,
        "volume": 91061,
        "typical_volume": 56115.1,
        "trend": 668.321593,
        "fair_value": 505.88081,
        "relative_strength": -12.706272,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.500361,
        "energy": 21.22574,
        "activity_lines": [
          569.482009,
          547.28935,
          567.249792,
          604.822534
        ]
      },
      {
        "date": "2025-04-04",
        "close": 639.202881,
        "volume": 153560,
        "typical_volume": 61250.9,
        "trend": 662.193999,
        "fair_value": 507.82,
        "relative_strength": -1.989123,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -12.283338,
        "energy": 17.55034,
        "activity_lines": [
          601.181335,
          564.482661,
          571.490216,
          602.943907
        ]
      },
      {
        "date": "2025-04-11",
        "close": 643.618286,
        "volume": 49950,
        "typical_volume": 61715.05,
        "trend": 655.943755,
        "fair_value": 509.750263,
        "relative_strength": -1.168447,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 1.58241,
        "energy": 19.368002,
        "activity_lines": [
          621.806181,
          581.510061,
          576.156295,
          601.745474
        ]
      },
      {
        "date": "2025-04-18",
        "close": 688.31189,
        "volume": 75807,
        "typical_volume": 62385.85,
        "trend": 647.57248,
        "fair_value": 511.553002,
        "relative_strength": 0.878277,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 29.220318,
        "energy": 30.802678,
        "activity_lines": [
          649.652633,
          605.482561,
          585.045266,
          603.833741
        ]
      },
      {
        "date": "2025-04-25",
        "close": 667.167053,
        "volume": 86019,
        "typical_volume": 65264.3,
        "trend": 639.037674,
        "fair_value": 513.621708,
        "relative_strength": -3.132692,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 24.430176,
        "energy": 34.348908,
        "activity_lines": [
          658.777795,
          623.19947,
          592.064352,
          605.097907
        ]
      },
      {
        "date": "2025-05-02",
        "close": 638.761292,
        "volume": 30913,
        "typical_volume": 64640.5,
        "trend": 631.876547,
        "fair_value": 515.77997,
        "relative_strength": -8.297203,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 20.29661,
        "energy": 39.05192,
        "activity_lines": [
          656.92332,
          632.388853,
          596.603102,
          605.080076
        ]
      },
      {
        "date": "2025-05-09",
        "close": 623.307373,
        "volume": 56758,
        "typical_volume": 65910.8,
        "trend": 624.07764,
        "fair_value": 517.972906,
        "relative_strength": -9.050719,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 17.727465,
        "energy": 22.456515,
        "activity_lines": [
          646.221684,
          636.67045,
          599.881009,
          604.527226
        ]
      },
      {
        "date": "2025-05-16",
        "close": 727.118347,
        "volume": 390619,
        "typical_volume": 84518.5,
        "trend": 621.534695,
        "fair_value": 520.444084,
        "relative_strength": 1.834445,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 41.929763,
        "energy": 29.695586,
        "activity_lines": [
          671.183407,
          656.694065,
          613.17697,
          611.175014
        ]
      },
      {
        "date": "2025-05-23",
        "close": 710.388916,
        "volume": 70774,
        "typical_volume": 86695.8,
        "trend": 622.259148,
        "fair_value": 523.112431,
        "relative_strength": 0.075359,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 35.851528,
        "energy": 29.386965,
        "activity_lines": [
          685.001982,
          670.064257,
          624.398629,
          616.907544
        ]
      },
      {
        "date": "2025-05-30",
        "close": 732.465942,
        "volume": 67059,
        "typical_volume": 87984.4,
        "trend": 622.669618,
        "fair_value": 525.779624,
        "relative_strength": 3.426664,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 66.152928,
        "energy": 53.072731,
        "activity_lines": [
          704.707764,
          683.863504,
          637.362622,
          624.01766
        ]
      },
      {
        "date": "2025-06-06",
        "close": 728.050537,
        "volume": 111930,
        "typical_volume": 90142.3,
        "trend": 623.065368,
        "fair_value": 528.494765,
        "relative_strength": 1.687372,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.324512,
        "energy": 64.798494,
        "activity_lines": [
          718.588485,
          695.260593,
          649.162724,
          630.816429
        ]
      },
      {
        "date": "2025-06-13",
        "close": 691.206482,
        "volume": 93742,
        "typical_volume": 91710.75,
        "trend": 624.762845,
        "fair_value": 531.06755,
        "relative_strength": -2.183599,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.310013,
        "energy": 54.779159,
        "activity_lines": [
          714.235238,
          697.327363,
          656.683393,
          635.21263
        ]
      },
      {
        "date": "2025-06-20",
        "close": 643.078613,
        "volume": 70482,
        "typical_volume": 92438.7,
        "trend": 624.980346,
        "fair_value": 533.328249,
        "relative_strength": -9.995739,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 45.347114,
        "energy": 30.785624,
        "activity_lines": [
          689.31276,
          689.69809,
          659.119108,
          636.394292
        ]
      },
      {
        "date": "2025-06-27",
        "close": 661.721436,
        "volume": 50371,
        "typical_volume": 93250.6,
        "trend": 623.086632,
        "fair_value": 535.691476,
        "relative_strength": -8.997499,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 38.994752,
        "energy": 21.280951,
        "activity_lines": [
          676.207206,
          685.468234,
          663.023589,
          638.764685
        ]
      },
      {
        "date": "2025-07-04",
        "close": 633.708069,
        "volume": 70612,
        "typical_volume": 92605.85,
        "trend": 620.396508,
        "fair_value": 537.731265,
        "relative_strength": -11.936594,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 27.152948,
        "energy": 21.397538,
        "activity_lines": [
          657.008362,
          676.628501,
          663.755278,
          639.449939
        ]
      },
      {
        "date": "2025-07-11",
        "close": 639.791565,
        "volume": 80746,
        "typical_volume": 93303.65,
        "trend": 618.954143,
        "fair_value": 539.720072,
        "relative_strength": -9.64473,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 22.257768,
        "energy": 21.637274,
        "activity_lines": [
          646.421208,
          669.503204,
          664.344933,
          640.701233
        ]
      },
      {
        "date": "2025-07-18",
        "close": 637.75,
        "volume": 81982,
        "typical_volume": 95098.55,
        "trend": 618.516507,
        "fair_value": 541.700042,
        "relative_strength": -8.945096,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 8.284768,
        "energy": 14.470273,
        "activity_lines": [
          641.037463,
          661.987981,
          664.185775,
          641.913869
        ]
      },
      {
        "date": "2025-07-25",
        "close": 563.049988,
        "volume": 83747,
        "typical_volume": 96428.4,
        "trend": 616.414712,
        "fair_value": 543.24396,
        "relative_strength": -18.717687,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -34.776846,
        "energy": 31.048267,
        "activity_lines": [
          614.317481,
          640.628344,
          656.023086,
          638.335384
        ]
      },
      {
        "date": "2025-08-01",
        "close": 546.75,
        "volume": 76469,
        "typical_volume": 98767.25,
        "trend": 613.481766,
        "fair_value": 544.76291,
        "relative_strength": -19.735227,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.633153,
        "energy": 51.947646,
        "activity_lines": [
          587.49941,
          619.288134,
          646.14337,
          633.840886
        ]
      },
      {
        "date": "2025-08-08",
        "close": 524.75,
        "volume": 121484,
        "typical_volume": 95704.25,
        "trend": 611.761533,
        "fair_value": 546.322333,
        "relative_strength": -21.873759,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -42.447262,
        "energy": 63.652643,
        "activity_lines": [
          561.012769,
          596.923177,
          634.008735,
          628.116256
        ]
      },
      {
        "date": "2025-08-15",
        "close": 503.549988,
        "volume": 48562,
        "typical_volume": 93579.3,
        "trend": 609.671512,
        "fair_value": 547.731593,
        "relative_strength": -25.367191,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -55.866829,
        "energy": 78.588928,
        "activity_lines": [
          534.723328,
          574.480326,
          620.425295,
          621.134866
        ]
      },
      {
        "date": "2025-08-22",
        "close": 559.849976,
        "volume": 64550,
        "typical_volume": 89128.8,
        "trend": 608.802388,
        "fair_value": 549.522086,
        "relative_strength": -17.18013,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -39.213985,
        "energy": 69.704075,
        "activity_lines": [
          536.283321,
          566.355664,
          612.583632,
          617.920574
        ]
      },
      {
        "date": "2025-08-29",
        "close": 545.099976,
        "volume": 56688,
        "typical_volume": 89465.7,
        "trend": 607.683627,
        "fair_value": 551.217117,
        "relative_strength": -17.146951,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -36.983021,
        "energy": 64.44669,
        "activity_lines": [
          538.119983,
          557.937485,
          603.715079,
          613.810741
        ]
      },
      {
        "date": "2025-09-05",
        "close": 568.5,
        "volume": 200751,
        "typical_volume": 95712.9,
        "trend": 608.110204,
        "fair_value": 553.012677,
        "relative_strength": -14.065331,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.29785,
        "energy": 38.86231,
        "activity_lines": [
          548.953321,
          555.555285,
          597.544234,
          611.282765
        ]
      },
      {
        "date": "2025-09-12",
        "close": 569.450012,
        "volume": 22223,
        "typical_volume": 92523.1,
        "trend": 611.018177,
        "fair_value": 554.851354,
        "relative_strength": -14.579509,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -44.467056,
        "energy": 32.173675,
        "activity_lines": [
          558.653329,
          555.040749,
          592.034399,
          608.788559
        ]
      },
      {
        "date": "2025-09-19",
        "close": 575.099976,
        "volume": 22671,
        "typical_volume": 92111.0,
        "trend": 612.742437,
        "fair_value": 556.723213,
        "relative_strength": -13.598956,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.799853,
        "energy": 27.572031,
        "activity_lines": [
          567.256657,
          556.721809,
          587.527975,
          606.471255
        ]
      },
      {
        "date": "2025-09-26",
        "close": 544.900024,
        "volume": 14207,
        "typical_volume": 89983.45,
        "trend": 615.87215,
        "fair_value": 558.439726,
        "relative_strength": -15.085648,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -46.065688,
        "energy": 29.305397,
        "activity_lines": [
          561.023336,
          554.088178,
          580.448515,
          602.094325
        ]
      },
      {
        "date": "2025-10-03",
        "close": 563.349976,
        "volume": 21212,
        "typical_volume": 71513.1,
        "trend": 617.03467,
        "fair_value": 560.226249,
        "relative_strength": -12.310573,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.314803,
        "energy": 27.429155,
        "activity_lines": [
          561.936662,
          556.497266,
          575.499561,
          598.705798
        ]
      },
      {
        "date": "2025-10-10",
        "close": 585.0,
        "volume": 53725,
        "typical_volume": 70660.65,
        "trend": 619.427446,
        "fair_value": 562.181602,
        "relative_strength": -9.594235,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -36.922504,
        "energy": 22.404695,
        "activity_lines": [
          568.849996,
          562.837267,
          573.392363,
          596.639045
        ]
      },
      {
        "date": "2025-10-17",
        "close": 550.299988,
        "volume": 16590,
        "typical_volume": 68137.2,
        "trend": 616.287402,
        "fair_value": 563.936372,
        "relative_strength": -15.668868,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -45.968375,
        "energy": 27.95523,
        "activity_lines": [
          563.096659,
          562.172721,
          568.577493,
          592.179209
        ]
      },
      {
        "date": "2025-10-24",
        "close": 553.450012,
        "volume": 13494,
        "typical_volume": 63215.4,
        "trend": 615.29162,
        "fair_value": 565.75686,
        "relative_strength": -15.01433,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.751859,
        "energy": 29.37248,
        "activity_lines": [
          559.669999,
          561.616361,
          564.930082,
          588.125184
        ]
      },
      {
        "date": "2025-10-31",
        "close": 547.049988,
        "volume": 17689,
        "typical_volume": 59412.75,
        "trend": 612.219857,
        "fair_value": 567.502937,
        "relative_strength": -15.218444,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.328493,
        "energy": 32.51388,
        "activity_lines": [
          555.553329,
          558.989087,
          561.504575,
          583.722498
        ]
      },
      {
        "date": "2025-11-07",
        "close": 528.549988,
        "volume": 9590,
        "typical_volume": 56368.15,
        "trend": 608.384247,
        "fair_value": 569.190822,
        "relative_strength": -16.777813,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.261408,
        "energy": 48.674497,
        "activity_lines": [
          545.12666,
          553.230904,
          557.003624,
          578.324442
        ]
      },
      {
        "date": "2025-11-14",
        "close": 506.950012,
        "volume": 35667,
        "typical_volume": 55632.95,
        "trend": 602.338851,
        "fair_value": 570.615201,
        "relative_strength": -20.999739,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.09257,
        "energy": 64.416925,
        "activity_lines": [
          529.819999,
          543.846361,
          550.990906,
          571.780298
        ]
      },
      {
        "date": "2025-11-21",
        "close": 495.850006,
        "volume": 12320,
        "typical_volume": 52718.35,
        "trend": 596.628283,
        "fair_value": 571.952946,
        "relative_strength": -22.74194,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.815271,
        "energy": 77.066386,
        "activity_lines": [
          516.016669,
          533.562726,
          544.658052,
          564.91005
        ]
      },
      {
        "date": "2025-11-28",
        "close": 504.700012,
        "volume": 11673,
        "typical_volume": 49264.7,
        "trend": 592.159573,
        "fair_value": 573.307056,
        "relative_strength": -21.11971,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.133403,
        "energy": 74.986238,
        "activity_lines": [
          508.793339,
          526.226365,
          539.824522,
          558.979194
        ]
      },
      {
        "date": "2025-12-05",
        "close": 472.350006,
        "volume": 16957,
        "typical_volume": 46013.45,
        "trend": 587.127661,
        "fair_value": 574.492946,
        "relative_strength": -25.48891,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -81.984194,
        "energy": 85.060321,
        "activity_lines": [
          494.036674,
          514.288185,
          532.553333,
          551.249544
        ]
      },
      {
        "date": "2025-12-12",
        "close": 506.299988,
        "volume": 49921,
        "typical_volume": 44322.15,
        "trend": 579.767049,
        "fair_value": 575.832727,
        "relative_strength": -19.183119,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.602193,
        "energy": 64.957616,
        "activity_lines": [
          495.576668,
          509.841819,
          529.303094,
          546.034856
        ]
      },
      {
        "date": "2025-12-19",
        "close": 499.0,
        "volume": 16989,
        "typical_volume": 41348.15,
        "trend": 572.720752,
        "fair_value": 577.271095,
        "relative_strength": -19.562513,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.678774,
        "energy": 48.430601,
        "activity_lines": [
          496.166667,
          505.105455,
          525.627856,
          540.824078
        ]
      },
      {
        "date": "2025-12-26",
        "close": 508.950012,
        "volume": 10395,
        "typical_volume": 35793.7,
        "trend": 565.270221,
        "fair_value": 578.55138,
        "relative_strength": -17.750891,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.515207,
        "energy": 43.139682,
        "activity_lines": [
          500.603337,
          503.741821,
          523.127619,
          536.709837
        ]
      },
      {
        "date": "2026-01-02",
        "close": 504.549988,
        "volume": 10609,
        "typical_volume": 33896.05,
        "trend": 557.820203,
        "fair_value": 579.914847,
        "relative_strength": -18.870536,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.505783,
        "energy": 30.780476,
        "activity_lines": [
          502.699998,
          502.33,
          520.283571,
          532.792403
        ]
      },
      {
        "date": "2026-01-09",
        "close": 467.799988,
        "volume": 20657,
        "typical_volume": 31701.4,
        "trend": 550.37332,
        "fair_value": 581.009655,
        "relative_strength": -22.487166,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.882526,
        "energy": 46.08015,
        "activity_lines": [
          492.556661,
          495.125453,
          513.93476,
          526.984647
        ]
      },
      {
        "date": "2026-01-16",
        "close": 453.25,
        "volume": 14292,
        "typical_volume": 29581.6,
        "trend": 544.045699,
        "fair_value": 581.945028,
        "relative_strength": -24.512479,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.16681,
        "energy": 59.512193,
        "activity_lines": [
          477.866663,
          486.716362,
          506.63857,
          520.718626
        ]
      },
      {
        "date": "2026-01-23",
        "close": 427.049988,
        "volume": 19846,
        "typical_volume": 20536.35,
        "trend": 536.223318,
        "fair_value": 582.761015,
        "relative_strength": -26.539353,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -82.682721,
        "energy": 83.267012,
        "activity_lines": [
          457.979993,
          474.912723,
          497.284522,
          513.170516
        ]
      },
      {
        "date": "2026-01-30",
        "close": 434.399994,
        "volume": 16280,
        "typical_volume": 20239.2,
        "trend": 529.579715,
        "fair_value": 583.650825,
        "relative_strength": -25.617981,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.548021,
        "energy": 85.01756,
        "activity_lines": [
          445.339992,
          465.898177,
          489.304045,
          506.601269
        ]
      },
      {
        "date": "2026-02-06",
        "close": 447.25,
        "volume": 35876,
        "typical_volume": 20899.45,
        "trend": 523.161663,
        "fair_value": 584.557753,
        "relative_strength": -24.138709,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.779613,
        "energy": 79.246386,
        "activity_lines": [
          441.953329,
          460.337268,
          483.190474,
          501.289675
        ]
      },
      {
        "date": "2026-02-13",
        "close": 428.899994,
        "volume": 51343,
        "typical_volume": 22756.25,
        "trend": 516.199996,
        "fair_value": 585.280281,
        "relative_strength": -26.356701,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.599349,
        "energy": 78.698114,
        "activity_lines": [
          436.269995,
          452.48454,
          475.938092,
          495.208277
        ]
      },
      {
        "date": "2026-02-20",
        "close": 428.0,
        "volume": 55108,
        "typical_volume": 24451.05,
        "trend": 511.69833,
        "fair_value": 586.08961,
        "relative_strength": -26.414007,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.364065,
        "energy": 58.394455,
        "activity_lines": [
          432.879997,
          445.258178,
          469.152378,
          489.517954
        ]
      },
      {
        "date": "2026-02-27",
        "close": 459.649994,
        "volume": 47112,
        "typical_volume": 24120.4,
        "trend": 508.794996,
        "fair_value": 587.080274,
        "relative_strength": -19.595435,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.880204,
        "energy": 46.48433,
        "activity_lines": [
          441.72333,
          445.209995,
          466.025473,
          486.159997
        ]
      },
      {
        "date": "2026-03-06",
        "close": 454.299988,
        "volume": 117887,
        "typical_volume": 29185.25,
        "trend": 506.446662,
        "fair_value": 587.970175,
        "relative_strength": -17.826746,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.786619,
        "energy": 36.495742,
        "activity_lines": [
          446.609994,
          444.904539,
          462.985948,
          482.64419
        ]
      },
      {
        "date": "2026-03-13",
        "close": 430.549988,
        "volume": 137971,
        "typical_volume": 35409.1,
        "trend": 504.013329,
        "fair_value": 588.860194,
        "relative_strength": -17.448681,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -54.103536,
        "energy": 37.908912,
        "activity_lines": [
          442.253325,
          441.274538,
          458.141662,
          477.74763
        ]
      },
      {
        "date": "2026-03-20",
        "close": 459.450012,
        "volume": 104734,
        "typical_volume": 39761.35,
        "trend": 500.666664,
        "fair_value": 589.97796,
        "relative_strength": -11.182437,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -41.003729,
        "energy": 24.937267,
        "activity_lines": [
          448.643331,
          444.244542,
          456.634997,
          474.872578
        ]
      },
      {
        "date": "2026-03-27",
        "close": 461.75,
        "volume": 167707,
        "typical_volume": 47667.2,
        "trend": 497.888331,
        "fair_value": 591.000296,
        "relative_strength": -9.228045,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -36.718,
        "energy": 20.704602,
        "activity_lines": [
          453.763332,
          447.784543,
          455.764521,
          472.361825
        ]
      },
      {
        "date": "2026-04-03",
        "close": 493.450012,
        "volume": 222006,
        "typical_volume": 56984.15,
        "trend": 495.386665,
        "fair_value": 592.082278,
        "relative_strength": -2.018993,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -14.486282,
        "energy": 11.746643,
        "activity_lines": [
          467.200004,
          456.933636,
          458.231189,
          472.075482
        ]
      },
      {
        "date": "2026-04-10",
        "close": 486.299988,
        "volume": 148094,
        "typical_volume": 63772.85,
        "trend": 492.614997,
        "fair_value": 593.038604,
        "relative_strength": -8.173646,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -3.780809,
        "energy": 14.615756,
        "activity_lines": [
          476.0,
          463.575453,
          460.081188,
          471.489245
        ]
      },
      {
        "date": "2026-04-17",
        "close": 515.849976,
        "volume": 161789,
        "typical_volume": 71278.65,
        "trend": 490.639997,
        "fair_value": 594.042918,
        "relative_strength": -3.15628,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 28.735834,
        "energy": 29.904225,
        "activity_lines": [
          492.516659,
          474.646358,
          464.790947,
          472.988276
        ]
      },
      {
        "date": "2026-04-24",
        "close": 516.700012,
        "volume": 193019,
        "typical_volume": 80081.75,
        "trend": 489.699997,
        "fair_value": 595.07514,
        "relative_strength": -0.611527,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 29.121006,
        "energy": 40.573077,
        "activity_lines": [
          503.629997,
          484.624543,
          469.528568,
          474.669567
        ]
      },
      {
        "date": "2026-05-01",
        "close": 529.549988,
        "volume": 126321,
        "typical_volume": 83901.75,
        "trend": 488.573331,
        "fair_value": 596.151491,
        "relative_strength": 1.812668,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 32.505882,
        "energy": 52.816725,
        "activity_lines": [
          515.209994,
          495.342723,
          475.278805,
          477.240534
        ]
      },
      {
        "date": "2026-05-08",
        "close": 512.25,
        "volume": 117233,
        "typical_volume": 88913.95,
        "trend": 486.148331,
        "fair_value": 597.196162,
        "relative_strength": -1.825159,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 33.239295,
        "energy": 50.44571,
        "activity_lines": [
          516.503329,
          501.069087,
          479.27071,
          478.768061
        ]
      },
      {
        "date": "2026-05-15",
        "close": 471.549988,
        "volume": 168176,
        "typical_volume": 96803.0,
        "trend": 483.523331,
        "fair_value": 597.946852,
        "relative_strength": -6.832582,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 21.901993,
        "energy": 21.733619,
        "activity_lines": [
          502.97666,
          498.439086,
          479.323329,
          477.826233
        ]
      },
      {
        "date": "2026-05-22",
        "close": 473.25,
        "volume": 48057,
        "typical_volume": 98675.4,
        "trend": 480.849997,
        "fair_value": 598.757608,
        "relative_strength": -6.06716,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 5.903835,
        "energy": 7.744705,
        "activity_lines": [
          490.999996,
          495.804541,
          479.715948,
          477.163437
        ]
      },
      {
        "date": "2026-05-29",
        "close": 467.100006,
        "volume": 27122,
        "typical_volume": 98998.65,
        "trend": 478.184998,
        "fair_value": 599.514372,
        "relative_strength": -5.780062,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -6.295984,
        "energy": 11.474155,
        "activity_lines": [
          479.813332,
          491.275452,
          479.671902,
          476.276341
        ]
      },
      {
        "date": "2026-06-05",
        "close": 453.25,
        "volume": 5813,
        "typical_volume": 98574.7,
        "trend": 475.674998,
        "fair_value": 600.004195,
        "relative_strength": -7.039931,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -18.372914,
        "energy": 22.233687,
        "activity_lines": [
          467.316667,
          484.089089,
          478.31214,
          474.667631
        ]
      },
      {
        "date": "2026-06-12",
        "close": 438.089233,
        "volume": 8503,
        "typical_volume": 98007.55,
        "trend": 473.379639,
        "fair_value": 600.307298,
        "relative_strength": -10.345648,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -36.556114,
        "energy": 31.45075,
        "activity_lines": [
          454.853078,
          474.300768,
          475.508496,
          472.242743
        ]
      },
      {
        "date": "2026-06-19",
        "close": 441.89444,
        "volume": 9333,
        "typical_volume": 97660.2,
        "trend": 471.58112,
        "fair_value": 600.582894,
        "relative_strength": -10.436404,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -35.183216,
        "energy": 42.934538,
        "activity_lines": [
          448.601943,
          466.210863,
          473.014685,
          470.21144
        ]
      },
      {
        "date": "2026-06-26",
        "close": 443.992188,
        "volume": 0,
        "typical_volume": 95866.4,
        "trend": 469.557526,
        "fair_value": 600.941744,
        "relative_strength": -9.549153,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -33.732209,
        "energy": 49.182724,
        "activity_lines": [
          445.027094,
          459.30974,
          470.684971,
          468.431509
        ]
      },
      {
        "date": "2026-07-03",
        "close": 466.96994,
        "volume": 14246,
        "typical_volume": 94011.55,
        "trend": 469.37819,
        "fair_value": 601.35987,
        "relative_strength": -5.205497,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -29.214018,
        "energy": 36.23147,
        "activity_lines": [
          451.062016,
          457.892895,
          470.559128,
          468.264568
        ]
      },
      {
        "date": "2026-07-10",
        "close": 494.435883,
        "volume": 186171,
        "typical_volume": 100564.7,
        "trend": 468.98272,
        "fair_value": 601.928074,
        "relative_strength": 1.115572,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": 15.003979,
        "energy": 9.253868,
        "activity_lines": [
          466.260923,
          462.374041,
          472.867804,
          469.881193
        ]
      },
      {
        "date": "2026-07-17",
        "close": 500.399994,
        "volume": 117986,
        "typical_volume": 104108.4,
        "trend": 469.029386,
        "fair_value": 602.414418,
        "relative_strength": 2.284314,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 26.382072,
        "energy": 21.436742,
        "activity_lines": [
          480.702143,
          468.57801,
          475.428129,
          471.908114
        ]
      },
      {
        "date": "2026-07-24",
        "close": 493.850006,
        "volume": 77413,
        "typical_volume": 102084.7,
        "trend": 468.526053,
        "fair_value": 602.717074,
        "relative_strength": 3.54033,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 43.094694,
        "energy": 34.642981,
        "activity_lines": [
          488.805982,
          473.806526,
          477.170598,
          473.509445
        ]
      },
      {
        "date": "2026-07-31",
        "close": 500.399994,
        "volume": 62404,
        "typical_volume": 98306.35,
        "trend": 468.38772,
        "fair_value": 602.962926,
        "relative_strength": 2.432834,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 58.095344,
        "energy": 46.366618,
        "activity_lines": [
          495.629445,
          479.820494,
          479.348542,
          475.565828
        ]
      },
      {
        "date": "2026-08-07",
        "close": 512.849976,
        "volume": 749658,
        "typical_volume": 130552.55,
        "trend": 469.889386,
        "fair_value": 603.338599,
        "relative_strength": 4.248822,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.528075,
        "energy": 61.065254,
        "activity_lines": [
          502.842383,
          487.604459,
          482.379579,
          478.434361
        ]
      }
    ],
    "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."
    }
  }
}