{
  "ticker": {
    "uuid": "18eeb359-d4d6-4854-8669-eef267d0fcd2",
    "symbol": "BIOM3",
    "name": "Biomm S.A.",
    "exchange": "SAO",
    "country": "BR",
    "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": "^BVSP",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -64.057,
    "architecture_energy": 58.618,
    "architecture_maturity": 19.92,
    "architecture_confidence": 87.509,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 12.0,
        "rotation_up": 14.47,
        "upward_expansion": 10.4,
        "deceleration": 45.25,
        "rotation_down": 68.67,
        "downward_expansion": 86.07
      },
      "activity_lines": [
        5.918,
        6.068364,
        6.489762,
        6.657419
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 6.07,
    "trend_reference": 6.737,
    "distance_from_trend": -0.099005,
    "trend_direction": "Weakening",
    "fair_value": 8.45198,
    "distance_from_fair_value": -0.281825,
    "fair_value_direction": "Weakening",
    "relative_strength": -20.824237,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.009983,
    "excess_performance": 0.067032,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.099005,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.059997,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.281825,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.17139,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.208242,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.01943,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.009983,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.044225,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 185700,
      "relative_activity": 0.073339,
      "balance": 0.044225,
      "dry_up": 0.068205,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.08364,
      "annualized_volatility": 0.358025,
      "from_high_reference": -0.415784,
      "from_low_reference": 0.259336
    },
    "levels": {
      "trend_reference": 6.737,
      "fair_value_reference": 8.45198,
      "structural_low": 4.82,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 35,
        "median_return": -0.018375,
        "positive_rate": 0.457143,
        "directional_follow_through": 0.542857,
        "median_excess_return": -0.022404,
        "regime_survival": 0.8,
        "best_return": 0.544503,
        "worst_return": -0.262887,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": 0.056897,
        "positive_rate": 0.583333,
        "directional_follow_through": 0.416667,
        "median_excess_return": -0.043855,
        "regime_survival": 0.5,
        "best_return": 0.496063,
        "worst_return": -0.438881,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.027397,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.085511,
        "regime_survival": 0.428571,
        "best_return": 0.327303,
        "worst_return": -0.487214,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.321214,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.259456,
        "regime_survival": 0.666667,
        "best_return": -0.146535,
        "worst_return": -0.32344,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-08-09",
        "end": "2024-09-13",
        "tenure": "Developing",
        "return": 0.01636,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-09-20",
        "end": "2025-01-10",
        "tenure": "Established",
        "return": -0.069307,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-17",
        "end": "2025-05-23",
        "tenure": "Established",
        "return": 0.130435,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-30",
        "end": "2025-06-06",
        "tenure": "New",
        "return": -0.121136,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-06-13",
        "end": "2025-06-27",
        "tenure": "New",
        "return": 0.018571,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-07-04",
        "end": "2025-09-19",
        "tenure": "Developing",
        "return": 0.180822,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-09-26",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": -0.337675,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-14",
        "end": "2025-11-21",
        "tenure": "New",
        "return": -0.029333,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2025-12-05",
        "tenure": "New",
        "return": 0.361032,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-12-12",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": -0.206742,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-01-16",
        "end": "2026-01-23",
        "tenure": "New",
        "return": -0.120567,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-30",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": 0.186992,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-03",
        "end": "2026-06-26",
        "tenure": "Established",
        "return": -0.196078,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-03",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.020968,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 5.795441,
        "volume": 136956,
        "typical_volume": 95309.75,
        "trend": 4.998821,
        "fair_value": 10.955272,
        "relative_strength": -1.428896,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 55.959661,
        "energy": 40.71771,
        "activity_lines": [
          5.979845,
          5.858384,
          5.553828,
          5.233888
        ]
      },
      {
        "date": "2023-08-25",
        "close": 5.474013,
        "volume": 18376,
        "typical_volume": 94565.0,
        "trend": 4.982609,
        "fair_value": 10.891233,
        "relative_strength": -6.045557,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 42.408595,
        "energy": 27.909411,
        "activity_lines": [
          5.799337,
          5.806947,
          5.589078,
          5.264545
        ]
      },
      {
        "date": "2023-09-01",
        "close": 5.249988,
        "volume": 28848,
        "typical_volume": 90511.75,
        "trend": 4.969284,
        "fair_value": 10.826377,
        "relative_strength": -10.604904,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 31.042882,
        "energy": 18.981303,
        "activity_lines": [
          5.56687,
          5.716031,
          5.594491,
          5.281796
        ]
      },
      {
        "date": "2023-09-08",
        "close": 5.259728,
        "volume": 5543,
        "typical_volume": 86889.95,
        "trend": 4.971169,
        "fair_value": 10.758795,
        "relative_strength": -7.685618,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 22.968278,
        "energy": 19.091544,
        "activity_lines": [
          5.409728,
          5.632919,
          5.594461,
          5.300534
        ]
      },
      {
        "date": "2023-09-15",
        "close": 5.113624,
        "volume": 12011,
        "typical_volume": 84915.25,
        "trend": 4.973037,
        "fair_value": 10.69133,
        "relative_strength": -11.917705,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 1.551174,
        "energy": 15.502319,
        "activity_lines": [
          5.273364,
          5.528216,
          5.572343,
          5.309725
        ]
      },
      {
        "date": "2023-09-22",
        "close": 4.967521,
        "volume": 29155,
        "typical_volume": 85760.15,
        "trend": 4.98492,
        "fair_value": 10.620017,
        "relative_strength": -11.507681,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -4.771829,
        "energy": 20.278372,
        "activity_lines": [
          5.136352,
          5.401224,
          5.529617,
          5.309369
        ]
      },
      {
        "date": "2023-09-29",
        "close": 4.909079,
        "volume": 27924,
        "typical_volume": 85642.1,
        "trend": 5.009739,
        "fair_value": 10.549506,
        "relative_strength": -12.147762,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -7.243787,
        "energy": 29.019924,
        "activity_lines": [
          5.035053,
          5.27301,
          5.474728,
          5.304476
        ]
      },
      {
        "date": "2023-10-06",
        "close": 4.383106,
        "volume": 19608,
        "typical_volume": 81204.05,
        "trend": 5.021556,
        "fair_value": 10.476739,
        "relative_strength": -19.103586,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -41.59527,
        "energy": 55.712799,
        "activity_lines": [
          4.796092,
          5.065631,
          5.365092,
          5.264048
        ]
      },
      {
        "date": "2023-10-13",
        "close": 4.139601,
        "volume": 27000,
        "typical_volume": 77393.15,
        "trend": 4.983838,
        "fair_value": 10.400392,
        "relative_strength": -23.983943,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -43.473131,
        "energy": 62.787235,
        "activity_lines": [
          4.533755,
          4.849398,
          5.233534,
          5.207147
        ]
      },
      {
        "date": "2023-10-20",
        "close": 4.139601,
        "volume": 24330,
        "typical_volume": 68875.0,
        "trend": 4.98042,
        "fair_value": 10.324912,
        "relative_strength": -21.725075,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -48.82191,
        "energy": 70.276236,
        "activity_lines": [
          4.346094,
          4.67248,
          5.109538,
          5.152681
        ]
      },
      {
        "date": "2023-10-27",
        "close": 4.53895,
        "volume": 88189,
        "typical_volume": 71255.15,
        "trend": 5.008434,
        "fair_value": 10.248645,
        "relative_strength": -13.760214,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.29957,
        "energy": 65.599264,
        "activity_lines": [
          4.356483,
          4.598986,
          5.032892,
          5.124199
        ]
      },
      {
        "date": "2023-11-03",
        "close": 4.870118,
        "volume": 13757,
        "typical_volume": 63444.5,
        "trend": 5.04781,
        "fair_value": 10.168303,
        "relative_strength": -10.838493,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.454831,
        "energy": 49.785111,
        "activity_lines": [
          4.505833,
          4.608549,
          4.993169,
          5.115275
        ]
      },
      {
        "date": "2023-11-10",
        "close": 5.737,
        "volume": 110364,
        "typical_volume": 62060.95,
        "trend": 5.10864,
        "fair_value": 10.101576,
        "relative_strength": 3.23336,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": 11.896658,
        "energy": 11.74656,
        "activity_lines": [
          4.946742,
          4.786707,
          5.039209,
          5.159739
        ]
      },
      {
        "date": "2023-11-17",
        "close": 5.834402,
        "volume": 78950,
        "typical_volume": 62717.25,
        "trend": 5.185013,
        "fair_value": 10.035473,
        "relative_strength": 1.731504,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": 26.124672,
        "energy": 30.148809,
        "activity_lines": [
          5.329858,
          4.973719,
          5.093786,
          5.206562
        ]
      },
      {
        "date": "2023-11-24",
        "close": 6.087648,
        "volume": 85006,
        "typical_volume": 60282.05,
        "trend": 5.264326,
        "fair_value": 9.973906,
        "relative_strength": 5.830863,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 43.226281,
        "energy": 43.416323,
        "activity_lines": [
          5.684402,
          5.196328,
          5.171048,
          5.264797
        ]
      },
      {
        "date": "2023-12-01",
        "close": 5.892843,
        "volume": 50510,
        "typical_volume": 61169.7,
        "trend": 5.341353,
        "fair_value": 9.906318,
        "relative_strength": 0.489968,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 26.519376,
        "energy": 40.060902,
        "activity_lines": [
          5.844142,
          5.365808,
          5.226239,
          5.305346
        ]
      },
      {
        "date": "2023-12-08",
        "close": 6.029207,
        "volume": 49277,
        "typical_volume": 59873.7,
        "trend": 5.411276,
        "fair_value": 9.838984,
        "relative_strength": 3.882363,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 28.969309,
        "energy": 53.230248,
        "activity_lines": [
          5.959077,
          5.543257,
          5.292474,
          5.349724
        ]
      },
      {
        "date": "2023-12-15",
        "close": 6.3,
        "volume": 51378,
        "typical_volume": 52648.3,
        "trend": 5.46628,
        "fair_value": 9.773573,
        "relative_strength": 6.330744,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 35.106983,
        "energy": 54.236305,
        "activity_lines": [
          6.087004,
          5.749576,
          5.383477,
          5.407061
        ]
      },
      {
        "date": "2023-12-22",
        "close": 5.91,
        "volume": 70700,
        "typical_volume": 50603.4,
        "trend": 5.472367,
        "fair_value": 9.708264,
        "relative_strength": -1.812628,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 33.108284,
        "energy": 34.814092,
        "activity_lines": [
          6.047397,
          5.850133,
          5.437485,
          5.435688
        ]
      },
      {
        "date": "2023-12-29",
        "close": 5.78,
        "volume": 10200,
        "typical_volume": 46904.1,
        "trend": 5.461825,
        "fair_value": 9.644849,
        "relative_strength": -4.314191,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 29.355795,
        "energy": 27.639195,
        "activity_lines": [
          5.959417,
          5.894864,
          5.480979,
          5.455535
        ]
      },
      {
        "date": "2024-01-05",
        "close": 5.81,
        "volume": 4300,
        "typical_volume": 40271.3,
        "trend": 5.46652,
        "fair_value": 9.583238,
        "relative_strength": -1.712161,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 44.13336,
        "energy": 29.174664,
        "activity_lines": [
          5.901947,
          5.915225,
          5.527589,
          5.477998
        ]
      },
      {
        "date": "2024-01-12",
        "close": 5.43,
        "volume": 54000,
        "typical_volume": 42052.5,
        "trend": 5.462755,
        "fair_value": 9.516773,
        "relative_strength": -6.902634,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 33.398004,
        "energy": 17.248973,
        "activity_lines": [
          5.723333,
          5.843385,
          5.53794,
          5.475642
        ]
      },
      {
        "date": "2024-01-19",
        "close": 5.48,
        "volume": 124300,
        "typical_volume": 46825.1,
        "trend": 5.459362,
        "fair_value": 9.453357,
        "relative_strength": -3.168321,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 29.465838,
        "energy": 18.286032,
        "activity_lines": [
          5.601333,
          5.770456,
          5.553262,
          5.476755
        ]
      },
      {
        "date": "2024-01-26",
        "close": 5.38,
        "volume": 64800,
        "typical_volume": 49787.95,
        "trend": 5.454254,
        "fair_value": 9.392026,
        "relative_strength": -5.454542,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 19.852329,
        "energy": 16.542202,
        "activity_lines": [
          5.500667,
          5.684017,
          5.557964,
          5.471634
        ]
      },
      {
        "date": "2024-02-02",
        "close": 5.1,
        "volume": 101700,
        "typical_volume": 54272.4,
        "trend": 5.445961,
        "fair_value": 9.329644,
        "relative_strength": -8.640366,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -10.327202,
        "energy": 17.167693,
        "activity_lines": [
          5.342,
          5.554932,
          5.535428,
          5.448779
        ]
      },
      {
        "date": "2024-02-09",
        "close": 5.28,
        "volume": 241800,
        "typical_volume": 64904.65,
        "trend": 5.439137,
        "fair_value": 9.270585,
        "relative_strength": -5.755804,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -22.592798,
        "energy": 21.630252,
        "activity_lines": [
          5.288667,
          5.476531,
          5.530099,
          5.438072
        ]
      },
      {
        "date": "2024-02-16",
        "close": 5.36,
        "volume": 56200,
        "typical_volume": 66318.45,
        "trend": 5.423979,
        "fair_value": 9.210738,
        "relative_strength": -4.654021,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -13.858812,
        "energy": 18.187884,
        "activity_lines": [
          5.297333,
          5.423818,
          5.530901,
          5.432967
        ]
      },
      {
        "date": "2024-02-23",
        "close": 10.07,
        "volume": 439900,
        "typical_volume": 87333.05,
        "trend": 5.548607,
        "fair_value": 9.182384,
        "relative_strength": 75.522528,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 83.012467,
        "energy": 78.70719,
        "activity_lines": [
          6.880667,
          6.239636,
          5.978127,
          5.73271
        ]
      },
      {
        "date": "2024-03-01",
        "close": 10.08,
        "volume": 543600,
        "typical_volume": 113163.05,
        "trend": 5.674542,
        "fair_value": 9.15459,
        "relative_strength": 73.172023,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 86.595027,
        "energy": 92.684165,
        "activity_lines": [
          8.161333,
          6.988727,
          6.399225,
          6.025058
        ]
      },
      {
        "date": "2024-03-08",
        "close": 8.9,
        "volume": 212900,
        "typical_volume": 122591.55,
        "trend": 5.776729,
        "fair_value": 9.117807,
        "relative_strength": 53.397586,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.446869,
        "energy": 85.567588,
        "activity_lines": [
          8.735333,
          7.447455,
          6.679655,
          6.233152
        ]
      },
      {
        "date": "2024-03-15",
        "close": 9.11,
        "volume": 51000,
        "typical_volume": 120732.1,
        "trend": 5.887214,
        "fair_value": 9.083671,
        "relative_strength": 56.097178,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.924169,
        "energy": 86.843817,
        "activity_lines": [
          9.126,
          7.887636,
          6.957416,
          6.448202
        ]
      },
      {
        "date": "2024-03-22",
        "close": 9.1,
        "volume": 103600,
        "typical_volume": 125224.25,
        "trend": 6.008081,
        "fair_value": 9.041229,
        "relative_strength": 53.732441,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.669059,
        "energy": 84.210447,
        "activity_lines": [
          9.258,
          8.266,
          7.212458,
          6.655478
        ]
      },
      {
        "date": "2024-03-29",
        "close": 10.2,
        "volume": 106700,
        "typical_volume": 125041.05,
        "trend": 6.173081,
        "fair_value": 9.007448,
        "relative_strength": 67.863197,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.184294,
        "energy": 65.829948,
        "activity_lines": [
          9.507333,
          8.777636,
          7.552119,
          6.925925
        ]
      },
      {
        "date": "2024-04-05",
        "close": 10.6,
        "volume": 2246400,
        "typical_volume": 233413.55,
        "trend": 6.35109,
        "fair_value": 8.96551,
        "relative_strength": 72.953214,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.861063,
        "energy": 63.130765,
        "activity_lines": [
          9.881333,
          9.276182,
          7.908624,
          7.211532
        ]
      },
      {
        "date": "2024-04-12",
        "close": 10.39,
        "volume": 254600,
        "typical_volume": 241893.25,
        "trend": 6.526969,
        "fair_value": 8.922536,
        "relative_strength": 67.622806,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.91725,
        "energy": 59.430283,
        "activity_lines": [
          10.150667,
          9.641636,
          8.222435,
          7.472107
        ]
      },
      {
        "date": "2024-04-19",
        "close": 17.1,
        "volume": 1501400,
        "typical_volume": 314437.75,
        "trend": 6.931385,
        "fair_value": 8.924743,
        "relative_strength": 166.97303,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 93.920387,
        "energy": 74.11551,
        "activity_lines": [
          12.557333,
          11.130909,
          9.154806,
          8.154238
        ]
      },
      {
        "date": "2024-04-26",
        "close": 16.01,
        "volume": 782700,
        "typical_volume": 351108.9,
        "trend": 7.301416,
        "fair_value": 8.922691,
        "relative_strength": 139.012466,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 85.59109,
        "energy": 86.187646,
        "activity_lines": [
          14.068,
          12.207091,
          9.93,
          8.739955
        ]
      },
      {
        "date": "2024-05-03",
        "close": 18.370001,
        "volume": 1415000,
        "typical_volume": 419290.0,
        "trend": 7.767646,
        "fair_value": 8.941282,
        "relative_strength": 159.740039,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 88.341897,
        "energy": 91.731805,
        "activity_lines": [
          15.904667,
          13.518727,
          10.882429,
          9.454057
        ]
      },
      {
        "date": "2024-05-10",
        "close": 18.0,
        "volume": 460000,
        "typical_volume": 438755.0,
        "trend": 8.229659,
        "fair_value": 8.955705,
        "relative_strength": 147.265021,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 77.336141,
        "energy": 89.45441,
        "activity_lines": [
          17.073334,
          14.612182,
          11.742143,
          10.114209
        ]
      },
      {
        "date": "2024-05-17",
        "close": 15.7,
        "volume": 654600,
        "typical_volume": 470975.0,
        "trend": 8.615006,
        "fair_value": 8.958421,
        "relative_strength": 109.067911,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 67.004737,
        "energy": 67.480443,
        "activity_lines": [
          16.982,
          15.143455,
          12.325238,
          10.596167
        ]
      },
      {
        "date": "2024-05-24",
        "close": 13.11,
        "volume": 582100,
        "typical_volume": 499865.0,
        "trend": 8.900707,
        "fair_value": 8.942675,
        "relative_strength": 76.854484,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.621989,
        "energy": 56.653901,
        "activity_lines": [
          15.673333,
          15.080182,
          12.614429,
          10.886166
        ]
      },
      {
        "date": "2024-05-31",
        "close": 17.5,
        "volume": 1145800,
        "typical_volume": 554455.0,
        "trend": 9.321703,
        "fair_value": 8.955752,
        "relative_strength": 133.627148,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.445742,
        "energy": 54.409341,
        "activity_lines": [
          16.094,
          15.742364,
          13.286952,
          11.44096
        ]
      },
      {
        "date": "2024-06-07",
        "close": 15.35,
        "volume": 2181100,
        "typical_volume": 657295.0,
        "trend": 9.642137,
        "fair_value": 8.957463,
        "relative_strength": 102.197407,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 47.21943,
        "energy": 37.037767,
        "activity_lines": [
          15.698667,
          15.860909,
          13.697238,
          11.829882
        ]
      },
      {
        "date": "2024-06-14",
        "close": 14.01,
        "volume": 1205300,
        "typical_volume": 714320.0,
        "trend": 9.914657,
        "fair_value": 8.947672,
        "relative_strength": 82.323461,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 41.898333,
        "energy": 28.413968,
        "activity_lines": [
          15.058,
          15.642182,
          13.932905,
          12.11168
        ]
      },
      {
        "date": "2024-06-21",
        "close": 13.9,
        "volume": 912800,
        "typical_volume": 754875.0,
        "trend": 10.175068,
        "fair_value": 8.93916,
        "relative_strength": 74.847251,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 39.331081,
        "energy": 27.109577,
        "activity_lines": [
          14.646667,
          15.341455,
          14.117,
          12.368798
        ]
      },
      {
        "date": "2024-06-28",
        "close": 14.87,
        "volume": 1219400,
        "typical_volume": 803755.0,
        "trend": 10.474307,
        "fair_value": 8.932898,
        "relative_strength": 79.324734,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.735695,
        "energy": 19.891248,
        "activity_lines": [
          14.678667,
          15.153273,
          14.351571,
          12.671697
        ]
      },
      {
        "date": "2024-07-05",
        "close": 14.49,
        "volume": 496500,
        "typical_volume": 825770.0,
        "trend": 10.756333,
        "fair_value": 8.928787,
        "relative_strength": 68.105747,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 33.344815,
        "energy": 17.78852,
        "activity_lines": [
          14.466667,
          14.936545,
          14.504286,
          12.930774
        ]
      },
      {
        "date": "2024-07-12",
        "close": 13.8,
        "volume": 397100,
        "typical_volume": 823630.0,
        "trend": 11.006333,
        "fair_value": 8.921865,
        "relative_strength": 54.207229,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.991022,
        "energy": 15.123233,
        "activity_lines": [
          14.225333,
          14.622,
          14.54781,
          13.12714
        ]
      },
      {
        "date": "2024-07-19",
        "close": 12.4,
        "volume": 389900,
        "typical_volume": 815945.0,
        "trend": 11.222667,
        "fair_value": 8.907146,
        "relative_strength": 38.087445,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 8.428011,
        "energy": 9.866836,
        "activity_lines": [
          13.620667,
          14.136,
          14.440238,
          13.217054
        ]
      },
      {
        "date": "2024-07-26",
        "close": 10.84,
        "volume": 370300,
        "typical_volume": 823815.0,
        "trend": 11.391333,
        "fair_value": 8.883046,
        "relative_strength": 19.77371,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -8.317933,
        "energy": 17.55084,
        "activity_lines": [
          12.603333,
          13.468182,
          14.173048,
          13.192366
        ]
      },
      {
        "date": "2024-08-02",
        "close": 9.3,
        "volume": 436600,
        "typical_volume": 843095.0,
        "trend": 11.507667,
        "fair_value": 8.852793,
        "relative_strength": 3.501909,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -38.68129,
        "energy": 53.28013,
        "activity_lines": [
          11.276667,
          12.608727,
          13.749952,
          13.057441
        ]
      },
      {
        "date": "2024-08-09",
        "close": 9.78,
        "volume": 334800,
        "typical_volume": 854655.0,
        "trend": 11.652667,
        "fair_value": 8.834047,
        "relative_strength": 4.162192,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -33.201528,
        "energy": 60.935571,
        "activity_lines": [
          10.481333,
          11.905818,
          13.371667,
          12.945979
        ]
      },
      {
        "date": "2024-08-16",
        "close": 8.28,
        "volume": 412900,
        "typical_volume": 869965.0,
        "trend": 11.746,
        "fair_value": 8.806552,
        "relative_strength": -14.277071,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -41.89117,
        "energy": 68.751618,
        "activity_lines": [
          9.5,
          11.070545,
          12.847286,
          12.728387
        ]
      },
      {
        "date": "2024-08-23",
        "close": 8.11,
        "volume": 847000,
        "typical_volume": 799995.0,
        "trend": 11.837,
        "fair_value": 8.768671,
        "relative_strength": -17.33843,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -48.993736,
        "energy": 74.534033,
        "activity_lines": [
          8.83,
          10.332909,
          12.315857,
          12.493806
        ]
      },
      {
        "date": "2024-08-30",
        "close": 9.01,
        "volume": 523100,
        "typical_volume": 813420.0,
        "trend": 11.967333,
        "fair_value": 8.747096,
        "relative_strength": -8.958052,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -39.545926,
        "energy": 72.094135,
        "activity_lines": [
          8.746,
          9.866182,
          11.882,
          12.311419
        ]
      },
      {
        "date": "2024-09-06",
        "close": 9.83,
        "volume": 892100,
        "typical_volume": 782955.0,
        "trend": 12.119,
        "fair_value": 8.72365,
        "relative_strength": -0.337936,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -37.155264,
        "energy": 64.199142,
        "activity_lines": [
          9.057333,
          9.637455,
          11.53281,
          12.173527
        ]
      },
      {
        "date": "2024-09-13",
        "close": 9.94,
        "volume": 533400,
        "typical_volume": 770490.0,
        "trend": 12.271667,
        "fair_value": 8.694587,
        "relative_strength": -0.256045,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -60.891498,
        "energy": 58.898502,
        "activity_lines": [
          9.37,
          9.520364,
          11.228714,
          12.032946
        ]
      },
      {
        "date": "2024-09-20",
        "close": 10.1,
        "volume": 358300,
        "typical_volume": 717655.0,
        "trend": 12.272667,
        "fair_value": 8.667293,
        "relative_strength": 3.379725,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -46.436039,
        "energy": 38.16384,
        "activity_lines": [
          9.725333,
          9.515091,
          10.968762,
          11.892839
        ]
      },
      {
        "date": "2024-09-27",
        "close": 10.0,
        "volume": 217300,
        "typical_volume": 705520.0,
        "trend": 12.27,
        "fair_value": 8.63409,
        "relative_strength": 0.213156,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -42.657021,
        "energy": 32.695513,
        "activity_lines": [
          9.926,
          9.558909,
          10.738667,
          11.746215
        ]
      },
      {
        "date": "2024-10-04",
        "close": 9.87,
        "volume": 400000,
        "typical_volume": 692790.0,
        "trend": 12.302333,
        "fair_value": 8.604392,
        "relative_strength": -1.307079,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.271028,
        "energy": 30.030089,
        "activity_lines": [
          9.957333,
          9.622727,
          10.534286,
          11.591376
        ]
      },
      {
        "date": "2024-10-11",
        "close": 8.9,
        "volume": 308900,
        "typical_volume": 679130.0,
        "trend": 12.295333,
        "fair_value": 8.569096,
        "relative_strength": -10.515737,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -53.653994,
        "energy": 37.58855,
        "activity_lines": [
          9.608,
          9.527818,
          10.265286,
          11.371871
        ]
      },
      {
        "date": "2024-10-18",
        "close": 8.9,
        "volume": 227100,
        "typical_volume": 633195.0,
        "trend": 12.288667,
        "fair_value": 8.544151,
        "relative_strength": -11.566139,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.395055,
        "energy": 46.020261,
        "activity_lines": [
          9.320667,
          9.440182,
          10.016333,
          11.152817
        ]
      },
      {
        "date": "2024-10-25",
        "close": 8.8,
        "volume": 270200,
        "typical_volume": 537650.0,
        "trend": 12.242,
        "fair_value": 8.514474,
        "relative_strength": -12.754193,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.366716,
        "energy": 51.440673,
        "activity_lines": [
          9.069333,
          9.350364,
          9.79881,
          10.927742
        ]
      },
      {
        "date": "2024-11-01",
        "close": 8.7,
        "volume": 201300,
        "typical_volume": 487450.0,
        "trend": 12.178667,
        "fair_value": 8.483598,
        "relative_strength": -13.126849,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.749311,
        "energy": 66.117507,
        "activity_lines": [
          8.871333,
          9.232909,
          9.602952,
          10.699226
        ]
      },
      {
        "date": "2024-11-08",
        "close": 10.1,
        "volume": 316300,
        "typical_volume": 457625.0,
        "trend": 12.169,
        "fair_value": 8.458783,
        "relative_strength": 0.30608,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.386223,
        "energy": 43.286127,
        "activity_lines": [
          9.226667,
          9.359273,
          9.565714,
          10.565118
        ]
      },
      {
        "date": "2024-11-15",
        "close": 9.25,
        "volume": 490200,
        "typical_volume": 421165.0,
        "trend": 11.907333,
        "fair_value": 8.435028,
        "relative_strength": -8.68186,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.324547,
        "energy": 39.352117,
        "activity_lines": [
          9.283333,
          9.311273,
          9.465619,
          10.376796
        ]
      },
      {
        "date": "2024-11-22",
        "close": 8.79,
        "volume": 405800,
        "typical_volume": 416630.0,
        "trend": 11.666667,
        "fair_value": 8.410803,
        "relative_strength": -14.525658,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.070145,
        "energy": 39.838357,
        "activity_lines": [
          9.163333,
          9.190182,
          9.348476,
          10.175677
        ]
      },
      {
        "date": "2024-11-29",
        "close": 8.11,
        "volume": 387400,
        "typical_volume": 416145.0,
        "trend": 11.324667,
        "fair_value": 8.383024,
        "relative_strength": -19.329002,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.652763,
        "energy": 44.249976,
        "activity_lines": [
          8.824,
          8.966364,
          9.193714,
          9.946215
        ]
      },
      {
        "date": "2024-12-06",
        "close": 8.1,
        "volume": 279800,
        "typical_volume": 410640.0,
        "trend": 10.994667,
        "fair_value": 8.350223,
        "relative_strength": -19.931113,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.037299,
        "energy": 60.661285,
        "activity_lines": [
          8.527333,
          8.776909,
          9.065095,
          9.738172
        ]
      },
      {
        "date": "2024-12-13",
        "close": 7.66,
        "volume": 270000,
        "typical_volume": 405625.0,
        "trend": 10.726667,
        "fair_value": 8.313362,
        "relative_strength": -23.708901,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -76.379132,
        "energy": 77.25837,
        "activity_lines": [
          8.124,
          8.542,
          8.915048,
          9.523032
        ]
      },
      {
        "date": "2024-12-20",
        "close": 7.72,
        "volume": 402700,
        "typical_volume": 403930.0,
        "trend": 10.547,
        "fair_value": 8.281039,
        "relative_strength": -21.879548,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.794269,
        "energy": 76.15476,
        "activity_lines": [
          7.903333,
          8.358182,
          8.785857,
          9.329054
        ]
      },
      {
        "date": "2024-12-27",
        "close": 10.07,
        "volume": 611800,
        "typical_volume": 417780.0,
        "trend": 10.299333,
        "fair_value": 8.265143,
        "relative_strength": 2.463904,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -38.061623,
        "energy": 29.829044,
        "activity_lines": [
          8.568,
          8.623091,
          8.888,
          9.29828
        ]
      },
      {
        "date": "2025-01-03",
        "close": 10.5,
        "volume": 1221600,
        "typical_volume": 458215.0,
        "trend": 10.137667,
        "fair_value": 8.249152,
        "relative_strength": 7.278578,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -7.121081,
        "energy": 8.993884,
        "activity_lines": [
          9.290667,
          8.944909,
          9.029714,
          9.311226
        ]
      },
      {
        "date": "2025-01-10",
        "close": 9.4,
        "volume": 338000,
        "typical_volume": 432765.0,
        "trend": 9.984,
        "fair_value": 8.22549,
        "relative_strength": -5.053292,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -21.078156,
        "energy": 22.647578,
        "activity_lines": [
          9.487333,
          9.035818,
          9.056095,
          9.263634
        ]
      },
      {
        "date": "2025-01-17",
        "close": 9.2,
        "volume": 439200,
        "typical_volume": 428570.0,
        "trend": 9.827333,
        "fair_value": 8.197757,
        "relative_strength": -10.39454,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.954958,
        "energy": 21.758072,
        "activity_lines": [
          9.530667,
          9.077636,
          9.057286,
          9.213054
        ]
      },
      {
        "date": "2025-01-24",
        "close": 9.41,
        "volume": 499000,
        "typical_volume": 408915.0,
        "trend": 9.645333,
        "fair_value": 8.170379,
        "relative_strength": -9.153241,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -8.093145,
        "energy": 16.860974,
        "activity_lines": [
          9.541333,
          9.174,
          9.077571,
          9.186129
        ]
      },
      {
        "date": "2025-01-31",
        "close": 9.7,
        "volume": 461100,
        "typical_volume": 405300.0,
        "trend": 9.485667,
        "fair_value": 8.146409,
        "relative_strength": -9.84584,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 13.709293,
        "energy": 12.636781,
        "activity_lines": [
          9.536,
          9.320182,
          9.127476,
          9.189656
        ]
      },
      {
        "date": "2025-02-07",
        "close": 9.72,
        "volume": 360000,
        "typical_volume": 405385.0,
        "trend": 9.349667,
        "fair_value": 8.121328,
        "relative_strength": -9.312452,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 14.682046,
        "energy": 12.305261,
        "activity_lines": [
          9.562,
          9.453455,
          9.180429,
          9.204774
        ]
      },
      {
        "date": "2025-02-14",
        "close": 9.47,
        "volume": 215800,
        "typical_volume": 405310.0,
        "trend": 9.252,
        "fair_value": 8.095512,
        "relative_strength": -14.73991,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 9.975258,
        "energy": 10.691492,
        "activity_lines": [
          9.556667,
          9.512,
          9.211381,
          9.212538
        ]
      },
      {
        "date": "2025-02-21",
        "close": 10.43,
        "volume": 161200,
        "typical_volume": 393370.0,
        "trend": 9.238333,
        "fair_value": 8.076283,
        "relative_strength": -5.379929,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 63.114019,
        "energy": 39.836566,
        "activity_lines": [
          9.866667,
          9.720182,
          9.336286,
          9.288538
        ]
      },
      {
        "date": "2025-02-28",
        "close": 9.69,
        "volume": 1005100,
        "typical_volume": 428180.0,
        "trend": 9.251333,
        "fair_value": 8.052435,
        "relative_strength": -9.011923,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 50.177896,
        "energy": 33.813264,
        "activity_lines": [
          9.848,
          9.743455,
          9.388048,
          9.317677
        ]
      },
      {
        "date": "2025-03-07",
        "close": 10.0,
        "volume": 101100,
        "typical_volume": 421880.0,
        "trend": 9.258667,
        "fair_value": 8.034231,
        "relative_strength": -7.983027,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 53.419241,
        "energy": 36.2785,
        "activity_lines": [
          9.914,
          9.787273,
          9.465571,
          9.365978
        ]
      },
      {
        "date": "2025-03-14",
        "close": 10.18,
        "volume": 208700,
        "typical_volume": 418805.0,
        "trend": 9.322,
        "fair_value": 8.018916,
        "relative_strength": -9.317337,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 55.969924,
        "energy": 42.004865,
        "activity_lines": [
          10.02,
          9.865091,
          9.555,
          9.425419
        ]
      },
      {
        "date": "2025-03-21",
        "close": 10.09,
        "volume": 272100,
        "typical_volume": 422345.0,
        "trend": 9.388,
        "fair_value": 8.003334,
        "relative_strength": -12.508924,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 51.880017,
        "energy": 30.490555,
        "activity_lines": [
          10.065333,
          9.932364,
          9.629286,
          9.474968
        ]
      },
      {
        "date": "2025-03-28",
        "close": 9.69,
        "volume": 565900,
        "typical_volume": 434825.0,
        "trend": 9.410667,
        "fair_value": 7.990456,
        "relative_strength": -15.580432,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 50.274453,
        "energy": 27.350954,
        "activity_lines": [
          9.936,
          9.914364,
          9.658857,
          9.494452
        ]
      },
      {
        "date": "2025-04-04",
        "close": 9.47,
        "volume": 132100,
        "typical_volume": 416920.0,
        "trend": 9.398667,
        "fair_value": 7.979763,
        "relative_strength": -14.31109,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 34.122541,
        "energy": 17.166807,
        "activity_lines": [
          9.782667,
          9.847455,
          9.669429,
          9.49828
        ]
      },
      {
        "date": "2025-04-11",
        "close": 9.55,
        "volume": 67600,
        "typical_volume": 400010.0,
        "trend": 9.385667,
        "fair_value": 7.966545,
        "relative_strength": -13.728414,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 31.485655,
        "energy": 15.474998,
        "activity_lines": [
          9.670667,
          9.794,
          9.686571,
          9.508043
        ]
      },
      {
        "date": "2025-04-18",
        "close": 9.75,
        "volume": 88100,
        "typical_volume": 385045.0,
        "trend": 9.374,
        "fair_value": 7.955911,
        "relative_strength": -12.059744,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 28.500304,
        "energy": 15.737452,
        "activity_lines": [
          9.655333,
          9.779636,
          9.719143,
          9.531548
        ]
      },
      {
        "date": "2025-04-25",
        "close": 10.14,
        "volume": 141900,
        "typical_volume": 378150.0,
        "trend": 9.378667,
        "fair_value": 7.952302,
        "relative_strength": -10.969776,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 39.003862,
        "energy": 16.206786,
        "activity_lines": [
          9.798667,
          9.835636,
          9.781048,
          9.580968
        ]
      },
      {
        "date": "2025-05-02",
        "close": 10.21,
        "volume": 66100,
        "typical_volume": 367955.0,
        "trend": 9.39,
        "fair_value": 7.954781,
        "relative_strength": -9.225439,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 50.11706,
        "energy": 26.080496,
        "activity_lines": [
          9.962,
          9.892182,
          9.839905,
          9.634602
        ]
      },
      {
        "date": "2025-05-09",
        "close": 10.0,
        "volume": 60000,
        "typical_volume": 350820.0,
        "trend": 9.426667,
        "fair_value": 7.949468,
        "relative_strength": -10.589089,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 44.63284,
        "energy": 29.676672,
        "activity_lines": [
          10.020667,
          9.914545,
          9.866619,
          9.673957
        ]
      },
      {
        "date": "2025-05-16",
        "close": 10.2,
        "volume": 199900,
        "typical_volume": 330225.0,
        "trend": 9.47,
        "fair_value": 7.94488,
        "relative_strength": -9.507946,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 51.379447,
        "energy": 38.381749,
        "activity_lines": [
          10.110667,
          9.967636,
          9.901524,
          9.723849
        ]
      },
      {
        "date": "2025-05-23",
        "close": 10.4,
        "volume": 432400,
        "typical_volume": 290765.0,
        "trend": 9.523333,
        "fair_value": 7.948639,
        "relative_strength": -6.1524,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 57.029466,
        "energy": 44.971357,
        "activity_lines": [
          10.224,
          10.053455,
          9.954857,
          9.783849
        ]
      },
      {
        "date": "2025-05-30",
        "close": 10.047057,
        "volume": 193720,
        "typical_volume": 283551.0,
        "trend": 9.568235,
        "fair_value": 7.947966,
        "relative_strength": -7.257125,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 50.726626,
        "energy": 36.464783,
        "activity_lines": [
          10.176352,
          10.071101,
          9.975053,
          9.817638
        ]
      },
      {
        "date": "2025-06-06",
        "close": 8.83,
        "volume": 190880,
        "typical_volume": 271135.0,
        "trend": 9.525902,
        "fair_value": 7.942529,
        "relative_strength": -16.676424,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": -3.803015,
        "energy": 5.485341,
        "activity_lines": [
          9.729215,
          9.868246,
          9.876258,
          9.77001
        ]
      },
      {
        "date": "2025-06-13",
        "close": 7.0,
        "volume": 702000,
        "typical_volume": 281285.0,
        "trend": 9.450902,
        "fair_value": 7.933232,
        "relative_strength": -33.3931,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -55.174436,
        "energy": 62.334706,
        "activity_lines": [
          8.764078,
          9.348299,
          9.604938,
          9.607049
        ]
      },
      {
        "date": "2025-06-20",
        "close": 7.05,
        "volume": 560100,
        "typical_volume": 286235.0,
        "trend": 9.392902,
        "fair_value": 7.929028,
        "relative_strength": -31.788562,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -55.51689,
        "energy": 76.772981,
        "activity_lines": [
          8.015608,
          8.882353,
          9.349857,
          9.452152
        ]
      },
      {
        "date": "2025-06-27",
        "close": 7.13,
        "volume": 185500,
        "typical_volume": 277510.0,
        "trend": 9.360235,
        "fair_value": 7.930109,
        "relative_strength": -29.669934,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -75.631667,
        "energy": 90.063083,
        "activity_lines": [
          7.503804,
          8.476406,
          9.115014,
          9.306158
        ]
      },
      {
        "date": "2025-07-04",
        "close": 7.3,
        "volume": 400500,
        "typical_volume": 286745.0,
        "trend": 9.333569,
        "fair_value": 7.93042,
        "relative_strength": -29.179109,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.716417,
        "energy": 87.769089,
        "activity_lines": [
          7.266667,
          8.149005,
          8.908695,
          9.17324
        ]
      },
      {
        "date": "2025-07-11",
        "close": 7.78,
        "volume": 101700,
        "typical_volume": 283770.0,
        "trend": 9.337569,
        "fair_value": 7.934428,
        "relative_strength": -20.542736,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.893037,
        "energy": 84.593354,
        "activity_lines": [
          7.372667,
          7.960513,
          8.758423,
          9.073009
        ]
      },
      {
        "date": "2025-07-18",
        "close": 7.63,
        "volume": 23600,
        "typical_volume": 234695.0,
        "trend": 9.334569,
        "fair_value": 7.936855,
        "relative_strength": -19.576282,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.293828,
        "energy": 70.4526,
        "activity_lines": [
          7.498667,
          7.78893,
          8.606484,
          8.962844
        ]
      },
      {
        "date": "2025-07-25",
        "close": 7.45,
        "volume": 56300,
        "typical_volume": 232455.0,
        "trend": 9.247235,
        "fair_value": 7.939243,
        "relative_strength": -20.932224,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.615995,
        "energy": 54.360729,
        "activity_lines": [
          7.522667,
          7.627711,
          8.447213,
          8.841259
        ]
      },
      {
        "date": "2025-08-01",
        "close": 7.28,
        "volume": 42600,
        "typical_volume": 224150.0,
        "trend": 9.139902,
        "fair_value": 7.939427,
        "relative_strength": -21.698451,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.662208,
        "energy": 51.463656,
        "activity_lines": [
          7.463333,
          7.485583,
          8.283893,
          8.71434
        ]
      },
      {
        "date": "2025-08-08",
        "close": 7.2,
        "volume": 52700,
        "typical_volume": 213180.0,
        "trend": 9.066569,
        "fair_value": 7.930482,
        "relative_strength": -24.084016,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.002589,
        "energy": 53.152793,
        "activity_lines": [
          7.367333,
          7.385636,
          8.126765,
          8.589185
        ]
      },
      {
        "date": "2025-08-15",
        "close": 7.23,
        "volume": 45500,
        "typical_volume": 187160.0,
        "trend": 9.000902,
        "fair_value": 7.921668,
        "relative_strength": -23.822602,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.529405,
        "energy": 51.743341,
        "activity_lines": [
          7.288,
          7.342909,
          7.986255,
          8.470697
        ]
      },
      {
        "date": "2025-08-22",
        "close": 6.95,
        "volume": 32400,
        "typical_volume": 182175.0,
        "trend": 8.918902,
        "fair_value": 7.90796,
        "relative_strength": -27.447282,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.623067,
        "energy": 54.559509,
        "activity_lines": [
          7.152,
          7.278364,
          7.830793,
          8.338381
        ]
      },
      {
        "date": "2025-08-29",
        "close": 6.57,
        "volume": 194700,
        "typical_volume": 188530.0,
        "trend": 8.814569,
        "fair_value": 7.900605,
        "relative_strength": -32.720479,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.989673,
        "energy": 58.392688,
        "activity_lines": [
          6.934667,
          7.145636,
          7.65114,
          8.186839
        ]
      },
      {
        "date": "2025-09-05",
        "close": 6.95,
        "volume": 89800,
        "typical_volume": 188615.0,
        "trend": 8.722235,
        "fair_value": 7.897179,
        "relative_strength": -28.955603,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.591718,
        "energy": 55.520647,
        "activity_lines": [
          6.902667,
          7.090727,
          7.521868,
          8.066544
        ]
      },
      {
        "date": "2025-09-12",
        "close": 8.23,
        "volume": 94800,
        "typical_volume": 186260.0,
        "trend": 8.680902,
        "fair_value": 7.900651,
        "relative_strength": -15.277088,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.362536,
        "energy": 35.118624,
        "activity_lines": [
          7.319333,
          7.271818,
          7.527835,
          8.034787
        ]
      },
      {
        "date": "2025-09-19",
        "close": 8.62,
        "volume": 55100,
        "typical_volume": 185710.0,
        "trend": 8.620569,
        "fair_value": 7.906748,
        "relative_strength": -13.007912,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -11.614209,
        "energy": 15.183557,
        "activity_lines": [
          7.797333,
          7.506909,
          7.580039,
          8.030858
        ]
      },
      {
        "date": "2025-09-26",
        "close": 9.98,
        "volume": 202800,
        "typical_volume": 192850.0,
        "trend": 8.630235,
        "fair_value": 7.924488,
        "relative_strength": 1.199164,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 45.814295,
        "energy": 46.258824,
        "activity_lines": [
          8.636,
          7.974,
          7.769339,
          8.118563
        ]
      },
      {
        "date": "2025-10-03",
        "close": 10.11,
        "volume": 353800,
        "typical_volume": 200545.0,
        "trend": 8.633902,
        "fair_value": 7.942003,
        "relative_strength": 3.543599,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 47.489564,
        "energy": 55.780549,
        "activity_lines": [
          9.316,
          8.422,
          7.971115,
          8.214032
        ]
      },
      {
        "date": "2025-10-10",
        "close": 10.0,
        "volume": 278200,
        "typical_volume": 192835.0,
        "trend": 8.627902,
        "fair_value": 7.965035,
        "relative_strength": 4.902363,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 39.817708,
        "energy": 74.651717,
        "activity_lines": [
          9.723333,
          8.801636,
          8.162843,
          8.302167
        ]
      },
      {
        "date": "2025-10-17",
        "close": 10.12,
        "volume": 150900,
        "typical_volume": 190694.0,
        "trend": 8.628902,
        "fair_value": 7.989459,
        "relative_strength": 4.078181,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 37.729921,
        "energy": 75.242528,
        "activity_lines": [
          9.967333,
          9.153636,
          8.367905,
          8.398431
        ]
      },
      {
        "date": "2025-10-24",
        "close": 9.33,
        "volume": 361800,
        "typical_volume": 199240.0,
        "trend": 8.616902,
        "fair_value": 8.009006,
        "relative_strength": -5.762068,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 39.23796,
        "energy": 66.153291,
        "activity_lines": [
          9.822,
          9.308909,
          8.497381,
          8.443663
        ]
      },
      {
        "date": "2025-10-31",
        "close": 7.68,
        "volume": 442300,
        "typical_volume": 186255.0,
        "trend": 8.557235,
        "fair_value": 8.0181,
        "relative_strength": -23.817131,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 2.260377,
        "energy": 16.338373,
        "activity_lines": [
          9.079333,
          9.126,
          8.467333,
          8.383218
        ]
      },
      {
        "date": "2025-11-07",
        "close": 6.61,
        "volume": 670000,
        "typical_volume": 191750.0,
        "trend": 8.459235,
        "fair_value": 8.020273,
        "relative_strength": -35.694187,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": -26.178428,
        "energy": 24.769075,
        "activity_lines": [
          8.133333,
          8.735273,
          8.332143,
          8.25759
        ]
      },
      {
        "date": "2025-11-14",
        "close": 7.5,
        "volume": 735500,
        "typical_volume": 219250.0,
        "trend": 8.384235,
        "fair_value": 8.028214,
        "relative_strength": -28.221845,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -16.70998,
        "energy": 29.895908,
        "activity_lines": [
          7.717333,
          8.505636,
          8.28381,
          8.195704
        ]
      },
      {
        "date": "2025-11-21",
        "close": 7.28,
        "volume": 432300,
        "typical_volume": 220840.0,
        "trend": 8.288902,
        "fair_value": 8.039598,
        "relative_strength": -28.554476,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": -39.777453,
        "energy": 40.807826,
        "activity_lines": [
          7.394667,
          8.226,
          8.212762,
          8.124463
        ]
      },
      {
        "date": "2025-11-28",
        "close": 6.98,
        "volume": 527900,
        "typical_volume": 242150.0,
        "trend": 8.181235,
        "fair_value": 8.049743,
        "relative_strength": -32.946672,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.214771,
        "energy": 51.185629,
        "activity_lines": [
          7.161333,
          7.909091,
          8.113238,
          8.040018
        ]
      },
      {
        "date": "2025-12-05",
        "close": 9.5,
        "volume": 848300,
        "typical_volume": 283385.0,
        "trend": 8.164569,
        "fair_value": 8.073926,
        "relative_strength": -7.643613,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "mixed",
        "direction": -0.23394,
        "energy": 8.642772,
        "activity_lines": [
          7.924667,
          8.080182,
          8.257524,
          8.125099
        ]
      },
      {
        "date": "2025-12-12",
        "close": 8.9,
        "volume": 376600,
        "typical_volume": 299400.0,
        "trend": 8.121235,
        "fair_value": 8.093641,
        "relative_strength": -15.152349,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 35.259786,
        "energy": 15.807749,
        "activity_lines": [
          8.366667,
          8.150909,
          8.335762,
          8.172546
        ]
      },
      {
        "date": "2025-12-19",
        "close": 7.33,
        "volume": 970400,
        "typical_volume": 345790.0,
        "trend": 8.018902,
        "fair_value": 8.10323,
        "relative_strength": -28.752333,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -4.848604,
        "energy": 6.447071,
        "activity_lines": [
          8.132667,
          7.958182,
          8.257571,
          8.121499
        ]
      },
      {
        "date": "2025-12-26",
        "close": 7.0,
        "volume": 113200,
        "typical_volume": 348815.0,
        "trend": 7.917333,
        "fair_value": 8.105849,
        "relative_strength": -32.176888,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -10.024812,
        "energy": 9.421056,
        "activity_lines": [
          7.8,
          7.754,
          8.147714,
          8.055763
        ]
      },
      {
        "date": "2026-01-02",
        "close": 7.1,
        "volume": 87200,
        "typical_volume": 350900.0,
        "trend": 7.859667,
        "fair_value": 8.111848,
        "relative_strength": -30.12539,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -20.800685,
        "energy": 25.865158,
        "activity_lines": [
          7.519333,
          7.624727,
          8.048333,
          8.003032
        ]
      },
      {
        "date": "2026-01-09",
        "close": 7.06,
        "volume": 473200,
        "typical_volume": 372940.0,
        "trend": 7.861667,
        "fair_value": 8.118523,
        "relative_strength": -30.970695,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -28.726544,
        "energy": 43.118578,
        "activity_lines": [
          7.217333,
          7.528727,
          7.945762,
          7.951441
        ]
      },
      {
        "date": "2026-01-16",
        "close": 7.05,
        "volume": 435100,
        "typical_volume": 384960.0,
        "trend": 7.861667,
        "fair_value": 8.125757,
        "relative_strength": -30.979339,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -28.699546,
        "energy": 43.320314,
        "activity_lines": [
          7.074667,
          7.442182,
          7.841714,
          7.899075
        ]
      },
      {
        "date": "2026-01-23",
        "close": 6.2,
        "volume": 811100,
        "typical_volume": 421025.0,
        "trend": 7.830667,
        "fair_value": 8.127293,
        "relative_strength": -43.330406,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -69.821669,
        "energy": 60.433417,
        "activity_lines": [
          6.772,
          7.193091,
          7.654429,
          7.791871
        ]
      },
      {
        "date": "2026-01-30",
        "close": 6.15,
        "volume": 468900,
        "typical_volume": 439730.0,
        "trend": 7.792333,
        "fair_value": 8.1305,
        "relative_strength": -43.804276,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.567003,
        "energy": 65.462973,
        "activity_lines": [
          6.528,
          6.958545,
          7.465952,
          7.683441
        ]
      },
      {
        "date": "2026-02-06",
        "close": 6.01,
        "volume": 510900,
        "typical_volume": 462520.0,
        "trend": 7.733333,
        "fair_value": 8.135672,
        "relative_strength": -44.764866,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.296802,
        "energy": 67.946018,
        "activity_lines": [
          6.294,
          6.719091,
          7.274048,
          7.568452
        ]
      },
      {
        "date": "2026-02-13",
        "close": 6.13,
        "volume": 283500,
        "typical_volume": 466555.0,
        "trend": 7.683333,
        "fair_value": 8.142546,
        "relative_strength": -43.981371,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.471772,
        "energy": 69.957588,
        "activity_lines": [
          6.172667,
          6.519091,
          7.106,
          7.465011
        ]
      },
      {
        "date": "2026-02-20",
        "close": 6.19,
        "volume": 250100,
        "typical_volume": 461370.0,
        "trend": 7.641333,
        "fair_value": 8.152668,
        "relative_strength": -43.727589,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.011336,
        "energy": 63.282615,
        "activity_lines": [
          6.133333,
          6.391273,
          6.962,
          7.368667
        ]
      },
      {
        "date": "2026-02-27",
        "close": 6.31,
        "volume": 358500,
        "typical_volume": 465385.0,
        "trend": 7.609,
        "fair_value": 8.166421,
        "relative_strength": -41.215196,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.682259,
        "energy": 46.398,
        "activity_lines": [
          6.191333,
          6.334545,
          6.848095,
          7.282774
        ]
      },
      {
        "date": "2026-03-06",
        "close": 7.4,
        "volume": 417900,
        "typical_volume": 478735.0,
        "trend": 7.615667,
        "fair_value": 8.188033,
        "relative_strength": -26.476349,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -37.460423,
        "energy": 25.958405,
        "activity_lines": [
          6.605333,
          6.494545,
          6.855571,
          7.26929
        ]
      },
      {
        "date": "2026-03-13",
        "close": 6.95,
        "volume": 241200,
        "typical_volume": 472705.0,
        "trend": 7.606333,
        "fair_value": 8.198795,
        "relative_strength": -29.31735,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -34.375976,
        "energy": 19.871751,
        "activity_lines": [
          6.786,
          6.565455,
          6.833143,
          7.226344
        ]
      },
      {
        "date": "2026-03-20",
        "close": 7.25,
        "volume": 313300,
        "typical_volume": 466255.0,
        "trend": 7.616333,
        "fair_value": 8.218076,
        "relative_strength": -24.748595,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -24.207522,
        "energy": 22.716404,
        "activity_lines": [
          7.004,
          6.693636,
          6.850619,
          7.203355
        ]
      },
      {
        "date": "2026-03-27",
        "close": 7.3,
        "volume": 285800,
        "typical_volume": 447045.0,
        "trend": 7.640667,
        "fair_value": 8.241162,
        "relative_strength": -25.586913,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -14.285333,
        "energy": 21.248839,
        "activity_lines": [
          7.164,
          6.827455,
          6.874905,
          7.182946
        ]
      },
      {
        "date": "2026-04-03",
        "close": 7.65,
        "volume": 708500,
        "typical_volume": 445695.0,
        "trend": 7.664,
        "fair_value": 8.266554,
        "relative_strength": -23.797517,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 3.781376,
        "energy": 17.035291,
        "activity_lines": [
          7.366667,
          7.020364,
          6.929238,
          7.183548
        ]
      },
      {
        "date": "2026-04-10",
        "close": 7.35,
        "volume": 386800,
        "typical_volume": 443420.0,
        "trend": 7.634667,
        "fair_value": 8.288592,
        "relative_strength": -29.269417,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -3.091635,
        "energy": 16.686436,
        "activity_lines": [
          7.38,
          7.132364,
          6.954286,
          7.16329
        ]
      },
      {
        "date": "2026-04-17",
        "close": 7.63,
        "volume": 231100,
        "typical_volume": 428580.0,
        "trend": 7.601667,
        "fair_value": 8.314789,
        "relative_strength": -24.986271,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 2.843592,
        "energy": 16.828075,
        "activity_lines": [
          7.49,
          7.273455,
          7.005667,
          7.162989
        ]
      },
      {
        "date": "2026-04-24",
        "close": 7.39,
        "volume": 146300,
        "typical_volume": 393480.0,
        "trend": 7.515333,
        "fair_value": 8.33839,
        "relative_strength": -24.424299,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -0.92632,
        "energy": 21.903139,
        "activity_lines": [
          7.474667,
          7.341455,
          7.031095,
          7.149333
        ]
      },
      {
        "date": "2026-05-01",
        "close": 7.5,
        "volume": 42347800,
        "typical_volume": 2492040.0,
        "trend": 7.428333,
        "fair_value": 8.363505,
        "relative_strength": -20.841466,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 16.231265,
        "energy": 18.077927,
        "activity_lines": [
          7.486667,
          7.406545,
          7.077048,
          7.148344
        ]
      },
      {
        "date": "2026-05-08",
        "close": 7.46,
        "volume": 310500,
        "typical_volume": 2459045.0,
        "trend": 7.343667,
        "fair_value": 8.386124,
        "relative_strength": -18.881284,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 14.246539,
        "energy": 15.282985,
        "activity_lines": [
          7.472,
          7.440545,
          7.125857,
          7.150387
        ]
      },
      {
        "date": "2026-05-15",
        "close": 7.45,
        "volume": 682200,
        "typical_volume": 2487495.0,
        "trend": 7.254667,
        "fair_value": 8.404074,
        "relative_strength": -14.846998,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 20.319504,
        "energy": 14.496499,
        "activity_lines": [
          7.466667,
          7.451818,
          7.173095,
          7.157247
        ]
      },
      {
        "date": "2026-05-22",
        "close": 7.25,
        "volume": 1827100,
        "typical_volume": 2574490.0,
        "trend": 7.185333,
        "fair_value": 8.413834,
        "relative_strength": -15.497973,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 8.962734,
        "energy": 8.224743,
        "activity_lines": [
          7.388,
          7.425818,
          7.199143,
          7.156946
        ]
      },
      {
        "date": "2026-05-29",
        "close": 7.13,
        "volume": 2384200,
        "typical_volume": 2670040.0,
        "trend": 7.167,
        "fair_value": 8.42046,
        "relative_strength": -14.649795,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 2.455075,
        "energy": 4.404218,
        "activity_lines": [
          7.294667,
          7.372545,
          7.213048,
          7.153376
        ]
      },
      {
        "date": "2026-06-05",
        "close": 6.84,
        "volume": 39200,
        "typical_volume": 2650245.0,
        "trend": 7.174667,
        "fair_value": 8.427966,
        "relative_strength": -14.980761,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -13.56658,
        "energy": 12.344804,
        "activity_lines": [
          7.122,
          7.268727,
          7.199,
          7.13228
        ]
      },
      {
        "date": "2026-06-12",
        "close": 6.7,
        "volume": 105200,
        "typical_volume": 2614950.0,
        "trend": 7.148,
        "fair_value": 8.435383,
        "relative_strength": -17.353499,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -31.010689,
        "energy": 25.161716,
        "activity_lines": [
          6.946667,
          7.147818,
          7.172619,
          7.101656
        ]
      },
      {
        "date": "2026-06-19",
        "close": 6.6,
        "volume": 12300,
        "typical_volume": 2592120.0,
        "trend": 7.125333,
        "fair_value": 8.44191,
        "relative_strength": -16.938576,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -36.203403,
        "energy": 44.445665,
        "activity_lines": [
          6.788667,
          7.026,
          7.134333,
          7.066301
        ]
      },
      {
        "date": "2026-06-26",
        "close": 6.15,
        "volume": 32100,
        "typical_volume": 2568180.0,
        "trend": 7.097667,
        "fair_value": 8.445863,
        "relative_strength": -24.195904,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -68.765995,
        "energy": 69.693756,
        "activity_lines": [
          6.537333,
          6.836,
          7.051048,
          7.003376
        ]
      },
      {
        "date": "2026-07-03",
        "close": 6.2,
        "volume": 61400,
        "typical_volume": 2557075.0,
        "trend": 6.987667,
        "fair_value": 8.45132,
        "relative_strength": -23.502011,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.238373,
        "energy": 73.945526,
        "activity_lines": [
          6.376,
          6.682,
          6.971857,
          6.945462
        ]
      },
      {
        "date": "2026-07-10",
        "close": 6.2,
        "volume": 390000,
        "typical_volume": 2564070.0,
        "trend": 6.897667,
        "fair_value": 8.455905,
        "relative_strength": -24.353751,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.48802,
        "energy": 77.119599,
        "activity_lines": [
          6.276667,
          6.549636,
          6.892333,
          6.894645
        ]
      },
      {
        "date": "2026-07-17",
        "close": 6.09,
        "volume": 95900,
        "typical_volume": 2550940.0,
        "trend": 6.856333,
        "fair_value": 8.457669,
        "relative_strength": -23.210161,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.362993,
        "energy": 79.447805,
        "activity_lines": [
          6.183333,
          6.420909,
          6.802286,
          6.842538
        ]
      },
      {
        "date": "2026-07-24",
        "close": 6.0,
        "volume": 100700,
        "typical_volume": 2535080.0,
        "trend": 6.823,
        "fair_value": 8.455547,
        "relative_strength": -23.803249,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.363057,
        "energy": 77.081263,
        "activity_lines": [
          6.100667,
          6.300727,
          6.704714,
          6.78729
        ]
      },
      {
        "date": "2026-07-31",
        "close": 5.51,
        "volume": 308500,
        "typical_volume": 2538445.0,
        "trend": 6.77,
        "fair_value": 8.45047,
        "relative_strength": -30.875977,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -84.361923,
        "energy": 80.195414,
        "activity_lines": [
          5.894667,
          6.117818,
          6.567143,
          6.702581
        ]
      },
      {
        "date": "2026-08-07",
        "close": 6.07,
        "volume": 185700,
        "typical_volume": 2532065.0,
        "trend": 6.737,
        "fair_value": 8.45198,
        "relative_strength": -20.824237,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.057221,
        "energy": 58.617771,
        "activity_lines": [
          5.918,
          6.068364,
          6.489762,
          6.657419
        ]
      }
    ],
    "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."
    }
  }
}