{
  "ticker": {
    "uuid": "0f2a6c2b-c87e-4bbb-855e-ff937dd62003",
    "symbol": "MST",
    "name": "Maybank Securities (Thailand) Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 76.81,
    "architecture_energy": 91.794,
    "architecture_maturity": 38.751,
    "architecture_confidence": 77.212,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 0.17,
        "rotation_up": 86.37,
        "upward_expansion": 99.98,
        "deceleration": 39.0,
        "rotation_down": 8.02,
        "downward_expansion": 21.98
      },
      "activity_lines": [
        8.34,
        8.02,
        7.598571,
        7.369139
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 8.4,
    "trend_reference": 7.092271,
    "distance_from_trend": 0.184388,
    "trend_direction": "Improving",
    "fair_value": 8.017105,
    "distance_from_fair_value": 0.04776,
    "fair_value_direction": "Improving",
    "relative_strength": 4.393065,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.285167,
    "excess_performance": 0.092842,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.184388,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.054855,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.04776,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.201749,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.043931,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.175704,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.285167,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 5.819318,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 239000,
      "relative_activity": 0.953445,
      "balance": 5.819318,
      "dry_up": 1.907288,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.025641,
      "annualized_volatility": 0.11923,
      "from_high_reference": -0.017544,
      "from_low_reference": 0.324711
    },
    "levels": {
      "trend_reference": 7.092271,
      "fair_value_reference": 8.017105,
      "structural_low": 6.341007,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 12,
        "median_return": -0.018404,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.010148,
        "regime_survival": 0.583333,
        "best_return": 0.13986,
        "worst_return": -0.071942,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.046392,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.023066,
        "regime_survival": 0.0,
        "best_return": -0.009122,
        "worst_return": -0.124579,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.104517,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.026616,
        "regime_survival": 0.0,
        "best_return": -0.009122,
        "worst_return": -0.228205,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.122909,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.064829,
        "regime_survival": 0.333333,
        "best_return": 0.023819,
        "worst_return": -0.141379,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-01-12",
        "end": "2024-02-09",
        "tenure": "Developing",
        "return": -0.026786,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-02-16",
        "end": "2024-02-23",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-03-01",
        "end": "2024-09-06",
        "tenure": "Extended",
        "return": -0.024264,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-13",
        "end": "2024-10-04",
        "tenure": "New",
        "return": 0.010417,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-11",
        "end": "2024-11-29",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-06",
        "end": "2025-01-10",
        "tenure": "Developing",
        "return": -0.056122,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-17",
        "end": "2025-02-21",
        "tenure": "Developing",
        "return": -0.044199,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-28",
        "end": "2025-08-22",
        "tenure": "Established",
        "return": -0.102614,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-29",
        "end": "2025-10-24",
        "tenure": "Developing",
        "return": -0.038728,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-31",
        "end": "2026-02-20",
        "tenure": "Established",
        "return": 0.029412,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-02-27",
        "end": "2026-03-06",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-03-13",
        "end": "2026-04-03",
        "tenure": "New",
        "return": -0.014599,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-10",
        "end": "2026-05-15",
        "tenure": "Developing",
        "return": 0.052632,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-22",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": 0.191489,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 9.322784,
        "volume": 153400,
        "typical_volume": 120785.0,
        "trend": 9.277217,
        "fair_value": 8.543522,
        "relative_strength": 5.379571,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 4.708367,
        "energy": 11.024167,
        "activity_lines": [
          9.294274,
          9.24814,
          9.248251,
          9.252667
        ]
      },
      {
        "date": "2023-08-25",
        "close": 9.664906,
        "volume": 254100,
        "typical_volume": 130510.0,
        "trend": 9.288464,
        "fair_value": 8.571911,
        "relative_strength": 6.199666,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 53.66062,
        "energy": 57.844517,
        "activity_lines": [
          9.419719,
          9.329005,
          9.288573,
          9.277679
        ]
      },
      {
        "date": "2023-09-01",
        "close": 9.835966,
        "volume": 362300,
        "typical_volume": 146640.0,
        "trend": 9.302709,
        "fair_value": 8.60184,
        "relative_strength": 7.806935,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 87.508586,
        "energy": 84.101312,
        "activity_lines": [
          9.579375,
          9.434751,
          9.343149,
          9.313002
        ]
      },
      {
        "date": "2023-09-08",
        "close": 9.544333,
        "volume": 577500,
        "typical_volume": 171235.0,
        "trend": 9.307234,
        "fair_value": 8.630567,
        "relative_strength": 5.424982,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.337122,
        "energy": 75.300885,
        "activity_lines": [
          9.601907,
          9.473478,
          9.366693,
          9.32859
        ]
      },
      {
        "date": "2023-09-15",
        "close": 9.632707,
        "volume": 123100,
        "typical_volume": 166600.0,
        "trend": 9.317407,
        "fair_value": 8.660528,
        "relative_strength": 6.606455,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.017176,
        "energy": 76.791072,
        "activity_lines": [
          9.633424,
          9.519579,
          9.39719,
          9.349589
        ]
      },
      {
        "date": "2023-09-22",
        "close": 9.544333,
        "volume": 80600,
        "typical_volume": 168710.0,
        "trend": 9.316524,
        "fair_value": 8.689921,
        "relative_strength": 6.800956,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.478131,
        "energy": 70.022542,
        "activity_lines": [
          9.614822,
          9.540867,
          9.416981,
          9.364229
        ]
      },
      {
        "date": "2023-09-29",
        "close": 9.455959,
        "volume": 214600,
        "typical_volume": 175070.0,
        "trend": 9.315261,
        "fair_value": 8.719638,
        "relative_strength": 9.291122,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.72541,
        "energy": 36.216694,
        "activity_lines": [
          9.551992,
          9.538948,
          9.426486,
          9.373225
        ]
      },
      {
        "date": "2023-10-06",
        "close": 9.455959,
        "volume": 137000,
        "typical_volume": 176730.0,
        "trend": 9.313999,
        "fair_value": 8.74891,
        "relative_strength": 11.571531,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 38.853369,
        "energy": 24.058609,
        "activity_lines": [
          9.503092,
          9.534608,
          9.435357,
          9.382302
        ]
      },
      {
        "date": "2023-10-13",
        "close": 9.632707,
        "volume": 74300,
        "typical_volume": 178680.0,
        "trend": 9.330031,
        "fair_value": 8.779537,
        "relative_strength": 12.411739,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 47.413966,
        "energy": 25.89678,
        "activity_lines": [
          9.538441,
          9.558428,
          9.460019,
          9.402864
        ]
      },
      {
        "date": "2023-10-20",
        "close": 9.367586,
        "volume": 240600,
        "typical_volume": 187470.0,
        "trend": 9.337227,
        "fair_value": 8.808909,
        "relative_strength": 12.98938,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 27.307197,
        "energy": 17.074863,
        "activity_lines": [
          9.479526,
          9.526854,
          9.458363,
          9.405287
        ]
      },
      {
        "date": "2023-10-27",
        "close": 9.455959,
        "volume": 67700,
        "typical_volume": 188140.0,
        "trend": 9.347368,
        "fair_value": 8.83907,
        "relative_strength": 14.558079,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 30.595182,
        "energy": 16.04487,
        "activity_lines": [
          9.467742,
          9.510533,
          9.46491,
          9.412947
        ]
      },
      {
        "date": "2023-11-03",
        "close": 9.544333,
        "volume": 146200,
        "typical_volume": 181470.0,
        "trend": 9.357604,
        "fair_value": 8.868687,
        "relative_strength": 12.682895,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.765018,
        "energy": 17.766354,
        "activity_lines": [
          9.491309,
          9.507859,
          9.479647,
          9.425654
        ]
      },
      {
        "date": "2023-11-10",
        "close": 9.455959,
        "volume": 87700,
        "typical_volume": 163570.0,
        "trend": 9.367745,
        "fair_value": 8.895069,
        "relative_strength": 13.640987,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.328486,
        "energy": 15.022478,
        "activity_lines": [
          9.479526,
          9.491309,
          9.484913,
          9.432
        ]
      },
      {
        "date": "2023-11-17",
        "close": 9.455959,
        "volume": 136100,
        "typical_volume": 166735.0,
        "trend": 9.375035,
        "fair_value": 8.920117,
        "relative_strength": 11.175765,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 20.361954,
        "energy": 9.295654,
        "activity_lines": [
          9.467742,
          9.481668,
          9.488322,
          9.437691
        ]
      },
      {
        "date": "2023-11-24",
        "close": 9.455959,
        "volume": 57000,
        "typical_volume": 157185.0,
        "trend": 9.385176,
        "fair_value": 8.942276,
        "relative_strength": 12.236112,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 18.718779,
        "energy": 9.313887,
        "activity_lines": [
          9.467742,
          9.473634,
          9.489875,
          9.442912
        ]
      },
      {
        "date": "2023-12-01",
        "close": 9.544333,
        "volume": 43900,
        "typical_volume": 156295.0,
        "trend": 9.398263,
        "fair_value": 8.964778,
        "relative_strength": 14.205052,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.715653,
        "energy": 15.729394,
        "activity_lines": [
          9.491309,
          9.484881,
          9.498397,
          9.45318
        ]
      },
      {
        "date": "2023-12-08",
        "close": 9.455959,
        "volume": 108900,
        "typical_volume": 159695.0,
        "trend": 9.402702,
        "fair_value": 8.985603,
        "relative_strength": 12.644461,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 20.005739,
        "energy": 9.940342,
        "activity_lines": [
          9.479525,
          9.480061,
          9.496632,
          9.456903
        ]
      },
      {
        "date": "2023-12-15",
        "close": 9.455959,
        "volume": 65100,
        "typical_volume": 158215.0,
        "trend": 9.409992,
        "fair_value": 9.005761,
        "relative_strength": 11.413085,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 16.363924,
        "energy": 8.49551,
        "activity_lines": [
          9.473634,
          9.475241,
          9.494233,
          9.460338
        ]
      },
      {
        "date": "2023-12-22",
        "close": 9.544333,
        "volume": 137700,
        "typical_volume": 159570.0,
        "trend": 9.414526,
        "fair_value": 9.027597,
        "relative_strength": 10.917708,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.132136,
        "energy": 16.91229,
        "activity_lines": [
          9.4972,
          9.486488,
          9.499209,
          9.469006
        ]
      },
      {
        "date": "2023-12-29",
        "close": 9.544333,
        "volume": 67200,
        "typical_volume": 156750.0,
        "trend": 9.421911,
        "fair_value": 9.049433,
        "relative_strength": 9.644915,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.91909,
        "energy": 16.578401,
        "activity_lines": [
          9.514875,
          9.499343,
          9.502722,
          9.47738
        ]
      },
      {
        "date": "2024-01-05",
        "close": 9.721081,
        "volume": 31400,
        "typical_volume": 150650.0,
        "trend": 9.432337,
        "fair_value": 9.070846,
        "relative_strength": 10.285488,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 62.611698,
        "energy": 43.734308,
        "activity_lines": [
          9.585574,
          9.541119,
          9.522014,
          9.496681
        ]
      },
      {
        "date": "2024-01-12",
        "close": 9.897826,
        "volume": 92900,
        "typical_volume": 142590.0,
        "trend": 9.451505,
        "fair_value": 9.092725,
        "relative_strength": 12.907906,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 75.081698,
        "energy": 68.324492,
        "activity_lines": [
          9.703405,
          9.610211,
          9.556242,
          9.526713
        ]
      },
      {
        "date": "2024-01-19",
        "close": 9.721081,
        "volume": 80300,
        "typical_volume": 128490.0,
        "trend": 9.473334,
        "fair_value": 9.114138,
        "relative_strength": 12.848424,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 58.125824,
        "energy": 65.252098,
        "activity_lines": [
          9.732863,
          9.640741,
          9.572528,
          9.544105
        ]
      },
      {
        "date": "2024-01-26",
        "close": 9.455959,
        "volume": 231400,
        "typical_volume": 111185.0,
        "trend": 9.486327,
        "fair_value": 9.134518,
        "relative_strength": 10.457961,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 43.127415,
        "energy": 46.865736,
        "activity_lines": [
          9.656273,
          9.618245,
          9.564112,
          9.542984
        ]
      },
      {
        "date": "2024-02-02",
        "close": 9.544333,
        "volume": 102300,
        "typical_volume": 110145.0,
        "trend": 9.499414,
        "fair_value": 9.153686,
        "relative_strength": 9.760741,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 45.795586,
        "energy": 26.586519,
        "activity_lines": [
          9.615032,
          9.611818,
          9.564533,
          9.546726
        ]
      },
      {
        "date": "2024-02-09",
        "close": 9.632707,
        "volume": 53000,
        "typical_volume": 108765.0,
        "trend": 9.515446,
        "fair_value": 9.172087,
        "relative_strength": 10.001784,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 33.4251,
        "energy": 16.42914,
        "activity_lines": [
          9.603249,
          9.619852,
          9.573791,
          9.555326
        ]
      },
      {
        "date": "2024-02-16",
        "close": 9.367586,
        "volume": 148800,
        "typical_volume": 105475.0,
        "trend": 9.51694,
        "fair_value": 9.188425,
        "relative_strength": 6.774859,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -13.859406,
        "energy": 18.676979,
        "activity_lines": [
          9.508984,
          9.578076,
          9.557379,
          9.545787
        ]
      },
      {
        "date": "2024-02-23",
        "close": 9.367586,
        "volume": 331700,
        "typical_volume": 115210.0,
        "trend": 9.521284,
        "fair_value": 9.206164,
        "relative_strength": 5.597917,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -22.562183,
        "energy": 22.765758,
        "activity_lines": [
          9.450068,
          9.537906,
          9.541387,
          9.536151
        ]
      },
      {
        "date": "2024-03-01",
        "close": 9.19084,
        "volume": 355400,
        "typical_volume": 129265.0,
        "trend": 9.519737,
        "fair_value": 9.221602,
        "relative_strength": 5.67267,
        "stage": 2,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.081842,
        "energy": 61.293983,
        "activity_lines": [
          9.355803,
          9.467207,
          9.508984,
          9.514832
        ]
      },
      {
        "date": "2024-03-08",
        "close": 9.022072,
        "volume": 286300,
        "typical_volume": 131550.0,
        "trend": 9.509713,
        "fair_value": 9.236426,
        "relative_strength": 2.133868,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -80.298697,
        "energy": 77.251659,
        "activity_lines": [
          9.222957,
          9.372251,
          9.462611,
          9.482724
        ]
      },
      {
        "date": "2024-03-15",
        "close": 8.932745,
        "volume": 105200,
        "typical_volume": 133425.0,
        "trend": 9.496712,
        "fair_value": 9.248807,
        "relative_strength": 0.969935,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.669525,
        "energy": 82.764704,
        "activity_lines": [
          9.095153,
          9.270549,
          9.409377,
          9.445501
        ]
      },
      {
        "date": "2024-03-22",
        "close": 8.88808,
        "volume": 107800,
        "typical_volume": 131505.0,
        "trend": 9.470818,
        "fair_value": 9.261837,
        "relative_strength": 0.620631,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.679612,
        "energy": 86.93032,
        "activity_lines": [
          8.999124,
          9.175059,
          9.35438,
          9.406234
        ]
      },
      {
        "date": "2024-03-29",
        "close": 8.664762,
        "volume": 383400,
        "typical_volume": 146290.0,
        "trend": 9.431778,
        "fair_value": 9.273201,
        "relative_strength": -1.864151,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -86.599262,
        "energy": 92.459957,
        "activity_lines": [
          8.860623,
          9.057325,
          9.281239,
          9.354231
        ]
      },
      {
        "date": "2024-04-05",
        "close": 8.530771,
        "volume": 238900,
        "typical_volume": 151430.0,
        "trend": 9.397992,
        "fair_value": 9.284174,
        "relative_strength": -3.315875,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -87.55103,
        "energy": 94.467658,
        "activity_lines": [
          8.724314,
          8.934435,
          9.199106,
          9.296101
        ]
      },
      {
        "date": "2024-04-12",
        "close": 8.664762,
        "volume": 36600,
        "typical_volume": 150410.0,
        "trend": 9.365727,
        "fair_value": 9.296474,
        "relative_strength": -3.393022,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.537316,
        "energy": 88.041014,
        "activity_lines": [
          8.676672,
          8.852728,
          9.134139,
          9.248796
        ]
      },
      {
        "date": "2024-04-19",
        "close": 8.664762,
        "volume": 0,
        "typical_volume": 148215.0,
        "trend": 9.336408,
        "fair_value": 9.307838,
        "relative_strength": 1.095548,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.986556,
        "energy": 86.927676,
        "activity_lines": [
          8.652852,
          8.787014,
          9.072939,
          9.203572
        ]
      },
      {
        "date": "2024-04-26",
        "close": 8.441443,
        "volume": 136000,
        "typical_volume": 149570.0,
        "trend": 9.302591,
        "fair_value": 9.303513,
        "relative_strength": -3.591739,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -82.019805,
        "energy": 89.852624,
        "activity_lines": [
          8.572457,
          8.698295,
          8.99466,
          9.145833
        ]
      },
      {
        "date": "2024-05-03",
        "close": 8.39678,
        "volume": 75600,
        "typical_volume": 150095.0,
        "trend": 9.267285,
        "fair_value": 9.297498,
        "relative_strength": -4.846148,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -80.695803,
        "energy": 86.123304,
        "activity_lines": [
          8.50695,
          8.618294,
          8.916958,
          9.087393
        ]
      },
      {
        "date": "2024-05-10",
        "close": 8.486107,
        "volume": 23100,
        "typical_volume": 144365.0,
        "trend": 9.229065,
        "fair_value": 9.286446,
        "relative_strength": -4.034176,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.980511,
        "energy": 78.981687,
        "activity_lines": [
          8.489085,
          8.572186,
          8.852807,
          9.036995
        ]
      },
      {
        "date": "2024-05-17",
        "close": 8.441443,
        "volume": 106700,
        "typical_volume": 146340.0,
        "trend": 9.198194,
        "fair_value": 9.277445,
        "relative_strength": -5.285636,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.2866,
        "energy": 78.681646,
        "activity_lines": [
          8.459309,
          8.530771,
          8.789442,
          8.98618
        ]
      },
      {
        "date": "2024-05-24",
        "close": 8.486107,
        "volume": 31800,
        "typical_volume": 146360.0,
        "trend": 9.165865,
        "fair_value": 9.267795,
        "relative_strength": -3.535607,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.862445,
        "energy": 69.690278,
        "activity_lines": [
          8.459309,
          8.508033,
          8.735582,
          8.940239
        ]
      },
      {
        "date": "2024-05-31",
        "close": 8.486107,
        "volume": 43200,
        "typical_volume": 143875.0,
        "trend": 9.130591,
        "fair_value": 9.255808,
        "relative_strength": -2.249972,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.019948,
        "energy": 63.241044,
        "activity_lines": [
          8.471219,
          8.493416,
          8.687603,
          8.896384
        ]
      },
      {
        "date": "2024-06-07",
        "close": 8.441443,
        "volume": 43700,
        "typical_volume": 142045.0,
        "trend": 9.096774,
        "fair_value": 9.24447,
        "relative_strength": -1.904848,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.923273,
        "energy": 64.248758,
        "activity_lines": [
          8.465264,
          8.477986,
          8.642092,
          8.851923
        ]
      },
      {
        "date": "2024-06-14",
        "close": 8.307451,
        "volume": 60000,
        "typical_volume": 133475.0,
        "trend": 9.05849,
        "fair_value": 9.234143,
        "relative_strength": -1.638819,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -80.579336,
        "energy": 68.231224,
        "activity_lines": [
          8.411667,
          8.442255,
          8.589914,
          8.800999
        ]
      },
      {
        "date": "2024-06-21",
        "close": 8.17346,
        "volume": 202200,
        "typical_volume": 138470.0,
        "trend": 9.01574,
        "fair_value": 9.226229,
        "relative_strength": -3.281636,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -84.173544,
        "energy": 70.452758,
        "activity_lines": [
          8.325317,
          8.386222,
          8.530444,
          8.7439
        ]
      },
      {
        "date": "2024-06-28",
        "close": 8.128797,
        "volume": 7300,
        "typical_volume": 136185.0,
        "trend": 8.968556,
        "fair_value": 9.218964,
        "relative_strength": -3.469349,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -82.99201,
        "energy": 82.061318,
        "activity_lines": [
          8.241945,
          8.331002,
          8.473249,
          8.686678
        ]
      },
      {
        "date": "2024-07-05",
        "close": 8.128797,
        "volume": 33600,
        "typical_volume": 130425.0,
        "trend": 8.924317,
        "fair_value": 9.216374,
        "relative_strength": -4.296752,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.09452,
        "energy": 86.0815,
        "activity_lines": [
          8.182393,
          8.285526,
          8.423215,
          8.6325
        ]
      },
      {
        "date": "2024-07-12",
        "close": 8.17346,
        "volume": 43700,
        "typical_volume": 116025.0,
        "trend": 8.881567,
        "fair_value": 9.2122,
        "relative_strength": -5.249466,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.004246,
        "energy": 81.115079,
        "activity_lines": [
          8.16155,
          8.253855,
          8.383333,
          8.584057
        ]
      },
      {
        "date": "2024-07-19",
        "close": 8.03947,
        "volume": 88600,
        "typical_volume": 102685.0,
        "trend": 8.831405,
        "fair_value": 9.20857,
        "relative_strength": -5.750532,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -78.646556,
        "energy": 76.746288,
        "activity_lines": [
          8.113909,
          8.201883,
          8.336377,
          8.529728
        ]
      },
      {
        "date": "2024-07-26",
        "close": 7.905479,
        "volume": 147700,
        "typical_volume": 95755.0,
        "trend": 8.776777,
        "fair_value": 9.201276,
        "relative_strength": -6.634547,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -86.525516,
        "energy": 73.571016,
        "activity_lines": [
          8.03947,
          8.133669,
          8.282142,
          8.469991
        ]
      },
      {
        "date": "2024-08-02",
        "close": 7.950141,
        "volume": 14200,
        "typical_volume": 91205.0,
        "trend": 8.717745,
        "fair_value": 9.196139,
        "relative_strength": -6.532082,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.304106,
        "energy": 69.507175,
        "activity_lines": [
          7.997783,
          8.083321,
          8.237479,
          8.41666
        ]
      },
      {
        "date": "2024-08-09",
        "close": 7.994805,
        "volume": 31500,
        "typical_volume": 87390.0,
        "trend": 8.654311,
        "fair_value": 9.191287,
        "relative_strength": -4.872473,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.878753,
        "energy": 65.705509,
        "activity_lines": [
          7.982895,
          8.050838,
          8.201748,
          8.370019
        ]
      },
      {
        "date": "2024-08-16",
        "close": 7.994805,
        "volume": 36000,
        "typical_volume": 70020.0,
        "trend": 8.596769,
        "fair_value": 9.185033,
        "relative_strength": -5.305048,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.669,
        "energy": 62.504353,
        "activity_lines": [
          7.97694,
          8.027288,
          8.17027,
          8.32747
        ]
      },
      {
        "date": "2024-08-23",
        "close": 8.620097,
        "volume": 195700,
        "typical_volume": 67860.0,
        "trend": 8.568907,
        "fair_value": 9.181464,
        "relative_strength": -1.856429,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -14.853192,
        "energy": 16.542238,
        "activity_lines": [
          8.191325,
          8.125548,
          8.201535,
          8.328975
        ]
      },
      {
        "date": "2024-08-30",
        "close": 8.754089,
        "volume": 131700,
        "typical_volume": 72615.0,
        "trend": 8.542565,
        "fair_value": 9.179725,
        "relative_strength": -0.680784,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 8.227575,
        "energy": 24.438701,
        "activity_lines": [
          8.411667,
          8.242486,
          8.245135,
          8.340922
        ]
      },
      {
        "date": "2024-09-06",
        "close": 8.96783,
        "volume": 227800,
        "typical_volume": 84005.0,
        "trend": 8.520403,
        "fair_value": 9.179357,
        "relative_strength": -3.174956,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "mixed",
        "direction": 47.143503,
        "energy": 50.676592,
        "activity_lines": [
          8.646681,
          8.387729,
          8.308666,
          8.368359
        ]
      },
      {
        "date": "2024-09-13",
        "close": 8.921366,
        "volume": 68000,
        "typical_volume": 80605.0,
        "trend": 8.505529,
        "fair_value": 9.178205,
        "relative_strength": -3.461572,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 40.676847,
        "energy": 53.486,
        "activity_lines": [
          8.798361,
          8.509269,
          8.366329,
          8.394227
        ]
      },
      {
        "date": "2024-09-20",
        "close": 9.107226,
        "volume": 80200,
        "typical_volume": 80835.0,
        "trend": 8.49685,
        "fair_value": 9.178731,
        "relative_strength": -3.305108,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 54.861322,
        "energy": 81.52267,
        "activity_lines": [
          8.950224,
          8.650191,
          8.439408,
          8.433046
        ]
      },
      {
        "date": "2024-09-27",
        "close": 9.060761,
        "volume": 78700,
        "typical_volume": 83615.0,
        "trend": 8.492514,
        "fair_value": 9.178958,
        "relative_strength": -3.645388,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 46.504471,
        "energy": 78.759926,
        "activity_lines": [
          9.012437,
          8.765687,
          8.504678,
          8.469428
        ]
      },
      {
        "date": "2024-10-04",
        "close": 9.014297,
        "volume": 52300,
        "typical_volume": 80895.0,
        "trend": 8.492255,
        "fair_value": 9.178888,
        "relative_strength": -3.65297,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 66.768784,
        "energy": 79.879637,
        "activity_lines": [
          9.029785,
          8.854167,
          8.562786,
          8.503091
        ]
      },
      {
        "date": "2024-10-11",
        "close": 9.014297,
        "volume": 65000,
        "typical_volume": 82555.0,
        "trend": 8.494973,
        "fair_value": 9.178331,
        "relative_strength": -5.204149,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.573577,
        "energy": 62.500442,
        "activity_lines": [
          9.029785,
          8.922486,
          8.618167,
          8.536771
        ]
      },
      {
        "date": "2024-10-18",
        "close": 9.293089,
        "volume": 131300,
        "typical_volume": 86960.0,
        "trend": 8.508473,
        "fair_value": 9.178104,
        "relative_strength": -3.434835,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.367026,
        "energy": 62.304142,
        "activity_lines": [
          9.119618,
          9.022146,
          8.697584,
          8.588263
        ]
      },
      {
        "date": "2024-10-25",
        "close": 9.200157,
        "volume": 75500,
        "typical_volume": 88550.0,
        "trend": 8.52632,
        "fair_value": 9.17728,
        "relative_strength": -2.523609,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.973506,
        "energy": 56.770841,
        "activity_lines": [
          9.153692,
          9.081305,
          8.764308,
          8.632887
        ]
      },
      {
        "date": "2024-11-01",
        "close": 9.47895,
        "volume": 79300,
        "typical_volume": 89515.0,
        "trend": 8.557926,
        "fair_value": 9.179216,
        "relative_strength": 0.45323,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 78.031741,
        "energy": 62.347538,
        "activity_lines": [
          9.274502,
          9.169237,
          8.853971,
          8.694347
        ]
      },
      {
        "date": "2024-11-08",
        "close": 9.293089,
        "volume": 39100,
        "typical_volume": 81360.0,
        "trend": 8.57887,
        "fair_value": 9.180933,
        "relative_strength": -1.416012,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.268727,
        "energy": 56.296594,
        "activity_lines": [
          9.305479,
          9.207761,
          8.920353,
          8.741777
        ]
      },
      {
        "date": "2024-11-15",
        "close": 9.014297,
        "volume": 34300,
        "typical_volume": 82710.0,
        "trend": 8.590521,
        "fair_value": 9.180862,
        "relative_strength": -2.786215,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.282911,
        "energy": 45.046394,
        "activity_lines": [
          9.22494,
          9.185796,
          8.954853,
          8.769869
        ]
      },
      {
        "date": "2024-11-22",
        "close": 9.107226,
        "volume": 29600,
        "typical_volume": 82510.0,
        "trend": 8.612714,
        "fair_value": 9.180902,
        "relative_strength": -1.895374,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 47.341184,
        "energy": 37.426152,
        "activity_lines": [
          9.175376,
          9.179882,
          8.993987,
          8.803205
        ]
      },
      {
        "date": "2024-11-29",
        "close": 9.014297,
        "volume": 48300,
        "typical_volume": 82740.0,
        "trend": 8.633298,
        "fair_value": 9.179373,
        "relative_strength": -1.443144,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.094953,
        "energy": 25.070183,
        "activity_lines": [
          9.107227,
          9.153693,
          9.01961,
          8.829114
        ]
      },
      {
        "date": "2024-12-06",
        "close": 9.107226,
        "volume": 9800,
        "typical_volume": 78800.0,
        "trend": 8.654002,
        "fair_value": 9.177467,
        "relative_strength": -1.932578,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.817295,
        "energy": 21.239527,
        "activity_lines": [
          9.082445,
          9.146089,
          9.050081,
          8.85969
        ]
      },
      {
        "date": "2024-12-13",
        "close": 9.014297,
        "volume": 16000,
        "typical_volume": 72215.0,
        "trend": 8.673097,
        "fair_value": 9.176425,
        "relative_strength": -1.408947,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 32.878093,
        "energy": 18.560491,
        "activity_lines": [
          9.051469,
          9.120744,
          9.066616,
          8.882935
        ]
      },
      {
        "date": "2024-12-20",
        "close": 8.596106,
        "volume": 58000,
        "typical_volume": 74405.0,
        "trend": 8.676764,
        "fair_value": 9.172215,
        "relative_strength": -1.248452,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -4.982658,
        "energy": 13.367656,
        "activity_lines": [
          8.899681,
          9.019365,
          9.038043,
          8.877967
        ]
      },
      {
        "date": "2024-12-27",
        "close": 8.689037,
        "volume": 35600,
        "typical_volume": 74610.0,
        "trend": 8.683528,
        "fair_value": 9.169088,
        "relative_strength": -2.613841,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -2.350482,
        "energy": 16.994854,
        "activity_lines": [
          8.80675,
          8.942486,
          9.015246,
          8.878759
        ]
      },
      {
        "date": "2025-01-03",
        "close": 8.596106,
        "volume": 12700,
        "typical_volume": 73445.0,
        "trend": 8.688683,
        "fair_value": 9.164878,
        "relative_strength": -2.31646,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -8.820506,
        "energy": 25.31132,
        "activity_lines": [
          8.710721,
          8.859692,
          8.980291,
          8.873119
        ]
      },
      {
        "date": "2025-01-10",
        "close": 8.596106,
        "volume": 40700,
        "typical_volume": 65695.0,
        "trend": 8.698305,
        "fair_value": 9.152404,
        "relative_strength": -0.903518,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -25.317889,
        "energy": 38.699195,
        "activity_lines": [
          8.642572,
          8.787882,
          8.942473,
          8.867146
        ]
      },
      {
        "date": "2025-01-17",
        "close": 8.410245,
        "volume": 64800,
        "typical_volume": 62350.0,
        "trend": 8.706198,
        "fair_value": 9.1436,
        "relative_strength": -0.839484,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.239141,
        "energy": 53.188139,
        "activity_lines": [
          8.546543,
          8.69833,
          8.887069,
          8.848562
        ]
      },
      {
        "date": "2025-01-24",
        "close": 8.363779,
        "volume": 46000,
        "typical_volume": 53260.0,
        "trend": 8.714031,
        "fair_value": 9.13547,
        "relative_strength": -2.147588,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -35.384002,
        "energy": 53.167315,
        "activity_lines": [
          8.475296,
          8.616382,
          8.828876,
          8.82647
        ]
      },
      {
        "date": "2025-01-31",
        "close": 8.410245,
        "volume": 47100,
        "typical_volume": 52215.0,
        "trend": 8.723413,
        "fair_value": 9.12618,
        "relative_strength": 1.511957,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.866197,
        "energy": 53.72319,
        "activity_lines": [
          8.435026,
          8.55471,
          8.777986,
          8.806871
        ]
      },
      {
        "date": "2025-02-07",
        "close": 8.270847,
        "volume": 85100,
        "typical_volume": 52460.0,
        "trend": 8.726659,
        "fair_value": 9.116482,
        "relative_strength": 2.50535,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -45.141025,
        "energy": 60.010382,
        "activity_lines": [
          8.366877,
          8.480365,
          8.716253,
          8.777673
        ]
      },
      {
        "date": "2025-02-14",
        "close": 8.177917,
        "volume": 89900,
        "typical_volume": 53020.0,
        "trend": 8.731274,
        "fair_value": 9.106189,
        "relative_strength": 2.252273,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -48.857309,
        "energy": 68.777793,
        "activity_lines": [
          8.289434,
          8.402641,
          8.649652,
          8.742271
        ]
      },
      {
        "date": "2025-02-21",
        "close": 8.03852,
        "volume": 216800,
        "typical_volume": 61245.0,
        "trend": 8.735708,
        "fair_value": 9.097432,
        "relative_strength": 2.675819,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -80.765583,
        "energy": 85.125612,
        "activity_lines": [
          8.193405,
          8.316468,
          8.57398,
          8.697577
        ]
      },
      {
        "date": "2025-02-28",
        "close": 7.806194,
        "volume": 118700,
        "typical_volume": 63930.0,
        "trend": 8.73091,
        "fair_value": 9.086215,
        "relative_strength": 3.302623,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -86.923695,
        "energy": 91.914799,
        "activity_lines": [
          8.044716,
          8.205796,
          8.480828,
          8.637608
        ]
      },
      {
        "date": "2025-03-07",
        "close": 7.964783,
        "volume": 260000,
        "typical_volume": 70365.0,
        "trend": 8.729909,
        "fair_value": 9.077087,
        "relative_strength": 5.511132,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.877454,
        "energy": 84.547277,
        "activity_lines": [
          7.986062,
          8.138321,
          8.408532,
          8.588181
        ]
      },
      {
        "date": "2025-03-14",
        "close": 7.916802,
        "volume": 142200,
        "typical_volume": 73700.0,
        "trend": 8.727309,
        "fair_value": 9.067652,
        "relative_strength": 7.302861,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.116431,
        "energy": 81.485338,
        "activity_lines": [
          7.941112,
          8.075289,
          8.337992,
          8.535722
        ]
      },
      {
        "date": "2025-03-21",
        "close": 7.676899,
        "volume": 105000,
        "typical_volume": 74985.0,
        "trend": 8.695869,
        "fair_value": 9.057184,
        "relative_strength": 2.913826,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.364716,
        "energy": 81.796955,
        "activity_lines": [
          7.839797,
          7.98099,
          8.250716,
          8.467954
        ]
      },
      {
        "date": "2025-03-28",
        "close": 7.628918,
        "volume": 21900,
        "typical_volume": 74125.0,
        "trend": 8.658364,
        "fair_value": 9.04641,
        "relative_strength": 3.177833,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -78.638825,
        "energy": 73.077168,
        "activity_lines": [
          7.75589,
          7.89468,
          8.167451,
          8.399118
        ]
      },
      {
        "date": "2025-04-04",
        "close": 7.532957,
        "volume": 35500,
        "typical_volume": 74185.0,
        "trend": 8.610535,
        "fair_value": 9.035525,
        "relative_strength": 6.268676,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.886341,
        "energy": 80.875645,
        "activity_lines": [
          7.667303,
          7.805129,
          8.082971,
          8.326511
        ]
      },
      {
        "date": "2025-04-11",
        "close": 6.95719,
        "volume": 283500,
        "typical_volume": 86880.0,
        "trend": 8.545062,
        "fair_value": 9.020444,
        "relative_strength": -2.141516,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -94.068168,
        "energy": 92.58624,
        "activity_lines": [
          7.405009,
          7.625998,
          7.950711,
          8.219844
        ]
      },
      {
        "date": "2025-04-18",
        "close": 7.101132,
        "volume": 41300,
        "typical_volume": 86530.0,
        "trend": 8.478192,
        "fair_value": 9.006286,
        "relative_strength": -1.951001,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.136133,
        "energy": 89.456916,
        "activity_lines": [
          7.257868,
          7.499458,
          7.842397,
          8.126687
        ]
      },
      {
        "date": "2025-04-25",
        "close": 7.149112,
        "volume": 61500,
        "typical_volume": 89115.0,
        "trend": 8.414471,
        "fair_value": 8.992942,
        "relative_strength": -1.962488,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.945605,
        "energy": 85.831337,
        "activity_lines": [
          7.181099,
          7.402909,
          7.747763,
          8.04094
        ]
      },
      {
        "date": "2025-05-02",
        "close": 7.245074,
        "volume": 52200,
        "typical_volume": 90925.0,
        "trend": 8.355496,
        "fair_value": 8.979706,
        "relative_strength": -3.934023,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.791744,
        "energy": 76.217051,
        "activity_lines": [
          7.171503,
          7.342513,
          7.671593,
          7.965495
        ]
      },
      {
        "date": "2025-05-09",
        "close": 7.484977,
        "volume": 40400,
        "typical_volume": 90045.0,
        "trend": 8.304519,
        "fair_value": 8.96902,
        "relative_strength": -1.731893,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.304461,
        "energy": 61.120659,
        "activity_lines": [
          7.267465,
          7.340162,
          7.626696,
          7.909333
        ]
      },
      {
        "date": "2025-05-16",
        "close": 7.436996,
        "volume": 69500,
        "typical_volume": 91740.0,
        "trend": 8.242649,
        "fair_value": 8.958026,
        "relative_strength": -1.157689,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -50.577255,
        "energy": 46.86861,
        "activity_lines": [
          7.350631,
          7.334928,
          7.58252,
          7.853363
        ]
      },
      {
        "date": "2025-05-23",
        "close": 7.436996,
        "volume": 49800,
        "typical_volume": 93595.0,
        "trend": 8.183877,
        "fair_value": 8.946021,
        "relative_strength": 0.441677,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -45.381915,
        "energy": 37.195166,
        "activity_lines": [
          7.40181,
          7.33929,
          7.544307,
          7.801386
        ]
      },
      {
        "date": "2025-05-30",
        "close": 7.293054,
        "volume": 63600,
        "typical_volume": 94740.0,
        "trend": 8.111014,
        "fair_value": 8.932082,
        "relative_strength": 0.814937,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.017466,
        "energy": 35.175334,
        "activity_lines": [
          7.382618,
          7.326204,
          7.497904,
          7.743913
        ]
      },
      {
        "date": "2025-06-06",
        "close": 7.101132,
        "volume": 31900,
        "typical_volume": 93095.0,
        "trend": 8.037949,
        "fair_value": 8.917418,
        "relative_strength": -0.710904,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.204481,
        "energy": 46.1146,
        "activity_lines": [
          7.289856,
          7.285203,
          7.439427,
          7.67876
        ]
      },
      {
        "date": "2025-06-13",
        "close": 7.101132,
        "volume": 30500,
        "typical_volume": 92320.0,
        "trend": 7.974177,
        "fair_value": 8.903766,
        "relative_strength": 0.513557,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.393739,
        "energy": 52.539402,
        "activity_lines": [
          7.206689,
          7.253797,
          7.387185,
          7.61832
        ]
      },
      {
        "date": "2025-06-20",
        "close": 6.525364,
        "volume": 169200,
        "typical_volume": 98425.0,
        "trend": 7.888115,
        "fair_value": 8.885917,
        "relative_strength": -2.82905,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -83.841244,
        "energy": 61.063446,
        "activity_lines": [
          6.95719,
          7.125558,
          7.28612,
          7.524848
        ]
      },
      {
        "date": "2025-06-27",
        "close": 6.381423,
        "volume": 350600,
        "typical_volume": 111700.0,
        "trend": 7.800352,
        "fair_value": 8.867651,
        "relative_strength": -6.16975,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -83.215092,
        "energy": 75.793104,
        "activity_lines": [
          6.720486,
          6.978999,
          7.180323,
          7.427642
        ]
      },
      {
        "date": "2025-07-04",
        "close": 6.717287,
        "volume": 59500,
        "typical_volume": 110180.0,
        "trend": 7.720688,
        "fair_value": 8.852044,
        "relative_strength": -4.482391,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.006785,
        "energy": 66.391379,
        "activity_lines": [
          6.666108,
          6.906592,
          7.115509,
          7.357767
        ]
      },
      {
        "date": "2025-07-11",
        "close": 6.717287,
        "volume": 54300,
        "typical_volume": 102055.0,
        "trend": 7.644121,
        "fair_value": 8.837954,
        "relative_strength": -4.541533,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.388498,
        "energy": 68.736777,
        "activity_lines": [
          6.650114,
          6.842037,
          7.057651,
          7.293031
        ]
      },
      {
        "date": "2025-07-18",
        "close": 7.149112,
        "volume": 77000,
        "typical_volume": 99970.0,
        "trend": 7.595887,
        "fair_value": 8.826126,
        "relative_strength": -5.548193,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.744643,
        "energy": 47.001576,
        "activity_lines": [
          6.803652,
          6.865591,
          7.047211,
          7.261095
        ]
      },
      {
        "date": "2025-07-25",
        "close": 7.00517,
        "volume": 94100,
        "typical_volume": 91675.0,
        "trend": 7.539759,
        "fair_value": 8.813376,
        "relative_strength": -8.17138,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -41.528542,
        "energy": 28.067178,
        "activity_lines": [
          6.90601,
          6.86908,
          7.026191,
          7.222985
        ]
      },
      {
        "date": "2025-08-01",
        "close": 6.765267,
        "volume": 334800,
        "typical_volume": 101305.0,
        "trend": 7.478731,
        "fair_value": 8.798582,
        "relative_strength": -11.265496,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.698818,
        "energy": 25.564663,
        "activity_lines": [
          6.896414,
          6.836802,
          6.986892,
          7.173017
        ]
      },
      {
        "date": "2025-08-08",
        "close": 6.95719,
        "volume": 43700,
        "typical_volume": 98240.0,
        "trend": 7.4241,
        "fair_value": 8.785018,
        "relative_strength": -11.527369,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -34.673929,
        "energy": 19.121709,
        "activity_lines": [
          6.925203,
          6.851632,
          6.971356,
          7.13937
        ]
      },
      {
        "date": "2025-08-15",
        "close": 6.95719,
        "volume": 52700,
        "typical_volume": 99780.0,
        "trend": 7.375665,
        "fair_value": 8.770949,
        "relative_strength": -11.385094,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -34.484808,
        "energy": 18.831099,
        "activity_lines": [
          6.937998,
          6.872569,
          6.959246,
          7.109246
        ]
      },
      {
        "date": "2025-08-22",
        "close": 7.00517,
        "volume": 24900,
        "typical_volume": 99250.0,
        "trend": 7.330378,
        "fair_value": 8.75567,
        "relative_strength": -10.130305,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -33.289815,
        "energy": 17.715491,
        "activity_lines": [
          6.950792,
          6.904847,
          6.954905,
          7.085343
        ]
      },
      {
        "date": "2025-08-29",
        "close": 7.053151,
        "volume": 80300,
        "typical_volume": 89090.0,
        "trend": 7.285141,
        "fair_value": 8.740699,
        "relative_strength": -8.077258,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -29.634278,
        "energy": 14.138184,
        "activity_lines": [
          6.989177,
          6.947594,
          6.957647,
          7.067458
        ]
      },
      {
        "date": "2025-09-05",
        "close": 7.023885,
        "volume": 75500,
        "typical_volume": 90800.0,
        "trend": 7.243576,
        "fair_value": 8.725034,
        "relative_strength": -10.296504,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.77116,
        "energy": 10.457055,
        "activity_lines": [
          7.014607,
          6.975423,
          6.957144,
          7.050603
        ]
      },
      {
        "date": "2025-09-12",
        "close": 6.975108,
        "volume": 185000,
        "typical_volume": 96975.0,
        "trend": 7.203482,
        "fair_value": 8.708914,
        "relative_strength": -12.667642,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -17.12301,
        "energy": 9.308194,
        "activity_lines": [
          7.006538,
          6.982702,
          6.952364,
          7.033282
        ]
      },
      {
        "date": "2025-09-19",
        "close": 6.877554,
        "volume": 273400,
        "typical_volume": 108035.0,
        "trend": 7.164784,
        "fair_value": 8.69269,
        "relative_strength": -13.572487,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -33.890857,
        "energy": 14.276786,
        "activity_lines": [
          6.964755,
          6.967557,
          6.939122,
          7.012254
        ]
      },
      {
        "date": "2025-09-26",
        "close": 6.926331,
        "volume": 118200,
        "typical_volume": 111925.0,
        "trend": 7.135455,
        "fair_value": 8.677298,
        "relative_strength": -11.778741,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -32.662271,
        "energy": 16.880413,
        "activity_lines": [
          6.944541,
          6.958366,
          6.932275,
          6.99687
        ]
      },
      {
        "date": "2025-10-03",
        "close": 6.828777,
        "volume": 66400,
        "typical_volume": 111770.0,
        "trend": 7.097588,
        "fair_value": 8.66076,
        "relative_strength": -13.761082,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -42.832735,
        "energy": 28.540836,
        "activity_lines": [
          6.897065,
          6.935489,
          6.918798,
          6.977085
        ]
      },
      {
        "date": "2025-10-10",
        "close": 6.828777,
        "volume": 63700,
        "typical_volume": 112465.0,
        "trend": 7.06132,
        "fair_value": 8.645783,
        "relative_strength": -13.091364,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -42.904368,
        "energy": 34.426561,
        "activity_lines": [
          6.864547,
          6.915819,
          6.908217,
          6.959742
        ]
      },
      {
        "date": "2025-10-17",
        "close": 6.828777,
        "volume": 25000,
        "typical_volume": 110535.0,
        "trend": 7.03305,
        "fair_value": 8.630805,
        "relative_strength": -12.003958,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -52.859533,
        "energy": 39.480841,
        "activity_lines": [
          6.845036,
          6.894994,
          6.900532,
          6.944739
        ]
      },
      {
        "date": "2025-10-24",
        "close": 6.78,
        "volume": 54900,
        "typical_volume": 111685.0,
        "trend": 7.004752,
        "fair_value": 8.615515,
        "relative_strength": -14.943062,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -58.717732,
        "energy": 46.39834,
        "activity_lines": [
          6.819022,
          6.867636,
          6.890412,
          6.928413
        ]
      },
      {
        "date": "2025-10-31",
        "close": 6.633669,
        "volume": 98100,
        "typical_volume": 115065.0,
        "trend": 6.974776,
        "fair_value": 8.598767,
        "relative_strength": -16.124168,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.997125,
        "energy": 59.207667,
        "activity_lines": [
          6.750734,
          6.816893,
          6.867886,
          6.904473
        ]
      },
      {
        "date": "2025-11-07",
        "close": 6.731223,
        "volume": 17000,
        "typical_volume": 107455.0,
        "trend": 6.967244,
        "fair_value": 8.582644,
        "relative_strength": -14.138048,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.33491,
        "energy": 58.26854,
        "activity_lines": [
          6.734475,
          6.790642,
          6.856876,
          6.888759
        ]
      },
      {
        "date": "2025-11-14",
        "close": 6.731223,
        "volume": 40000,
        "typical_volume": 91925.0,
        "trend": 6.954914,
        "fair_value": 8.567041,
        "relative_strength": -11.594635,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.55602,
        "energy": 55.200402,
        "activity_lines": [
          6.724719,
          6.770245,
          6.844886,
          6.873532
        ]
      },
      {
        "date": "2025-11-21",
        "close": 6.731223,
        "volume": 44700,
        "typical_volume": 91185.0,
        "trend": 6.940984,
        "fair_value": 8.551438,
        "relative_strength": -10.279634,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.910726,
        "energy": 51.006977,
        "activity_lines": [
          6.721468,
          6.755168,
          6.831231,
          6.859101
        ]
      },
      {
        "date": "2025-11-28",
        "close": 6.78,
        "volume": 11200,
        "typical_volume": 89030.0,
        "trend": 6.925482,
        "fair_value": 8.536148,
        "relative_strength": -9.526688,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.184545,
        "energy": 31.88027,
        "activity_lines": [
          6.740978,
          6.753394,
          6.822154,
          6.848715
        ]
      },
      {
        "date": "2025-12-05",
        "close": 6.682446,
        "volume": 58000,
        "typical_volume": 88080.0,
        "trend": 6.89873,
        "fair_value": 8.520752,
        "relative_strength": -11.732066,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.558491,
        "energy": 36.084428,
        "activity_lines": [
          6.727971,
          6.735657,
          6.803488,
          6.833035
        ]
      },
      {
        "date": "2025-12-12",
        "close": 6.584892,
        "volume": 93600,
        "typical_volume": 88055.0,
        "trend": 6.870327,
        "fair_value": 8.504731,
        "relative_strength": -11.356503,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.670836,
        "energy": 49.904734,
        "activity_lines": [
          6.679194,
          6.704617,
          6.777753,
          6.812787
        ]
      },
      {
        "date": "2025-12-19",
        "close": 6.584892,
        "volume": 13100,
        "typical_volume": 71970.0,
        "trend": 6.841924,
        "fair_value": 8.48871,
        "relative_strength": -10.920956,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.382702,
        "energy": 59.970755,
        "activity_lines": [
          6.640173,
          6.678012,
          6.75402,
          6.794372
        ]
      },
      {
        "date": "2025-12-26",
        "close": 6.487338,
        "volume": 110000,
        "typical_volume": 75285.0,
        "trend": 6.815066,
        "fair_value": 8.471544,
        "relative_strength": -12.433659,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -76.547854,
        "energy": 75.689186,
        "activity_lines": [
          6.578388,
          6.638103,
          6.721854,
          6.771496
        ]
      },
      {
        "date": "2026-01-02",
        "close": 6.536115,
        "volume": 11800,
        "typical_volume": 73240.0,
        "trend": 6.796232,
        "fair_value": 8.45417,
        "relative_strength": -11.509968,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.248,
        "energy": 76.502617,
        "activity_lines": [
          6.549122,
          6.613271,
          6.696572,
          6.753499
        ]
      },
      {
        "date": "2026-01-09",
        "close": 6.536115,
        "volume": 125900,
        "typical_volume": 78290.0,
        "trend": 6.777399,
        "fair_value": 8.436797,
        "relative_strength": -10.802658,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.455832,
        "energy": 73.408248,
        "activity_lines": [
          6.536115,
          6.592874,
          6.673295,
          6.736717
        ]
      },
      {
        "date": "2026-01-16",
        "close": 6.536115,
        "volume": 109500,
        "typical_volume": 79750.0,
        "trend": 6.777757,
        "fair_value": 8.419423,
        "relative_strength": -11.973765,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.458688,
        "energy": 60.469541,
        "activity_lines": [
          6.532863,
          6.57425,
          6.652251,
          6.72115
        ]
      },
      {
        "date": "2026-01-23",
        "close": 6.536115,
        "volume": 290200,
        "typical_volume": 90485.0,
        "trend": 6.782913,
        "fair_value": 8.40153,
        "relative_strength": -14.230406,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.46943,
        "energy": 43.642463,
        "activity_lines": [
          6.532863,
          6.559173,
          6.633669,
          6.705561
        ]
      },
      {
        "date": "2026-01-30",
        "close": 6.487338,
        "volume": 200500,
        "typical_volume": 91260.0,
        "trend": 6.775248,
        "fair_value": 8.382804,
        "relative_strength": -15.168389,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.630107,
        "energy": 44.666817,
        "activity_lines": [
          6.519856,
          6.538776,
          6.612765,
          6.686491
        ]
      },
      {
        "date": "2026-02-06",
        "close": 6.536115,
        "volume": 203200,
        "typical_volume": 87750.0,
        "trend": 6.769209,
        "fair_value": 8.36439,
        "relative_strength": -15.867203,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -54.34794,
        "energy": 38.91871,
        "activity_lines": [
          6.523108,
          6.531681,
          6.598828,
          6.671063
        ]
      },
      {
        "date": "2026-02-13",
        "close": 6.536115,
        "volume": 786300,
        "typical_volume": 121155.0,
        "trend": 6.748776,
        "fair_value": 8.346497,
        "relative_strength": -19.861442,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -51.224776,
        "energy": 34.854597,
        "activity_lines": [
          6.52636,
          6.52902,
          6.586518,
          6.656025
        ]
      },
      {
        "date": "2026-02-20",
        "close": 6.828777,
        "volume": 740700,
        "typical_volume": 154870.0,
        "trend": 6.742896,
        "fair_value": 8.32892,
        "relative_strength": -18.558545,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -9.203116,
        "energy": 9.203835,
        "activity_lines": [
          6.627165,
          6.582231,
          6.603938,
          6.661186
        ]
      },
      {
        "date": "2026-02-27",
        "close": 6.828777,
        "volume": 539000,
        "typical_volume": 178635.0,
        "trend": 6.745013,
        "fair_value": 8.311836,
        "relative_strength": -20.60238,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 5.203342,
        "energy": 16.30835,
        "activity_lines": [
          6.70846,
          6.631008,
          6.621359,
          6.666727
        ]
      },
      {
        "date": "2026-03-06",
        "close": 6.828777,
        "volume": 381700,
        "typical_volume": 196470.0,
        "trend": 6.740733,
        "fair_value": 8.294752,
        "relative_strength": -13.437917,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 21.652373,
        "energy": 27.134619,
        "activity_lines": [
          6.770245,
          6.675351,
          6.638779,
          6.672131
        ]
      },
      {
        "date": "2026-03-13",
        "close": 6.85,
        "volume": 437800,
        "typical_volume": 215615.0,
        "trend": 6.73716,
        "fair_value": 8.279997,
        "relative_strength": -12.53941,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 24.456483,
        "energy": 31.643471,
        "activity_lines": [
          6.816341,
          6.717345,
          6.658221,
          6.67918
        ]
      },
      {
        "date": "2026-03-20",
        "close": 6.9,
        "volume": 79000,
        "typical_volume": 214660.0,
        "trend": 6.733654,
        "fair_value": 8.265563,
        "relative_strength": -12.855444,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 27.868077,
        "energy": 45.877067,
        "activity_lines": [
          6.858177,
          6.762722,
          6.682091,
          6.689686
        ]
      },
      {
        "date": "2026-03-27",
        "close": 6.8,
        "volume": 75900,
        "typical_volume": 217605.0,
        "trend": 6.725216,
        "fair_value": 8.250488,
        "relative_strength": -14.419407,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 30.099972,
        "energy": 37.573413,
        "activity_lines": [
          6.842422,
          6.783301,
          6.695169,
          6.693967
        ]
      },
      {
        "date": "2026-04-03",
        "close": 6.75,
        "volume": 60600,
        "typical_volume": 218635.0,
        "trend": 6.716086,
        "fair_value": 8.234544,
        "relative_strength": -14.842637,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 25.841302,
        "energy": 21.974612,
        "activity_lines": [
          6.811918,
          6.789992,
          6.703158,
          6.695566
        ]
      },
      {
        "date": "2026-04-10",
        "close": 6.65,
        "volume": 365800,
        "typical_volume": 234690.0,
        "trend": 6.705249,
        "fair_value": 8.218507,
        "relative_strength": -18.543061,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 4.229636,
        "energy": 6.421513,
        "activity_lines": [
          6.753333,
          6.774612,
          6.701533,
          6.691302
        ]
      },
      {
        "date": "2026-04-17",
        "close": 6.7,
        "volume": 15600,
        "typical_volume": 234910.0,
        "trend": 6.699331,
        "fair_value": 8.202243,
        "relative_strength": -16.088835,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 3.333506,
        "energy": 8.024605,
        "activity_lines": [
          6.723333,
          6.765366,
          6.705057,
          6.690963
        ]
      },
      {
        "date": "2026-04-24",
        "close": 6.7,
        "volume": 160100,
        "typical_volume": 240015.0,
        "trend": 6.691787,
        "fair_value": 8.186527,
        "relative_strength": -14.089695,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -0.284634,
        "energy": 8.298413,
        "activity_lines": [
          6.703333,
          6.753139,
          6.708962,
          6.691007
        ]
      },
      {
        "date": "2026-05-01",
        "close": 6.8,
        "volume": 295700,
        "typical_volume": 250120.0,
        "trend": 6.690827,
        "fair_value": 8.171452,
        "relative_strength": -14.544483,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 32.677055,
        "energy": 16.761157,
        "activity_lines": [
          6.73,
          6.756115,
          6.722308,
          6.697988
        ]
      },
      {
        "date": "2026-05-08",
        "close": 6.9,
        "volume": 383900,
        "typical_volume": 268660.0,
        "trend": 6.693201,
        "fair_value": 8.155921,
        "relative_strength": -13.177377,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 54.03183,
        "energy": 25.185298,
        "activity_lines": [
          6.79,
          6.777796,
          6.744152,
          6.711483
        ]
      },
      {
        "date": "2026-05-15",
        "close": 7.0,
        "volume": 241200,
        "typical_volume": 275220.0,
        "trend": 6.698909,
        "fair_value": 8.14158,
        "relative_strength": -12.428538,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 63.186936,
        "energy": 48.788282,
        "activity_lines": [
          6.873333,
          6.816364,
          6.774021,
          6.731277
        ]
      },
      {
        "date": "2026-05-22",
        "close": 7.05,
        "volume": 220600,
        "typical_volume": 285660.0,
        "trend": 6.707909,
        "fair_value": 8.126462,
        "relative_strength": -12.434237,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.506464,
        "energy": 66.614079,
        "activity_lines": [
          6.95,
          6.860909,
          6.806209,
          6.753928
        ]
      },
      {
        "date": "2026-05-29",
        "close": 7.1,
        "volume": 193500,
        "typical_volume": 289040.0,
        "trend": 6.723453,
        "fair_value": 8.112214,
        "relative_strength": -12.900797,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.32624,
        "energy": 74.775171,
        "activity_lines": [
          7.02,
          6.910909,
          6.840713,
          6.779224
        ]
      },
      {
        "date": "2026-06-05",
        "close": 7.1,
        "volume": 25700,
        "typical_volume": 284850.0,
        "trend": 6.735746,
        "fair_value": 8.097417,
        "relative_strength": -13.117419,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.375353,
        "energy": 79.223769,
        "activity_lines": [
          7.063333,
          6.957273,
          6.872531,
          6.803517
        ]
      },
      {
        "date": "2026-06-12",
        "close": 7.1,
        "volume": 9400,
        "typical_volume": 270810.0,
        "trend": 6.748038,
        "fair_value": 8.083168,
        "relative_strength": -13.04826,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.390221,
        "energy": 81.209389,
        "activity_lines": [
          7.086667,
          6.998182,
          6.901665,
          6.827017
        ]
      },
      {
        "date": "2026-06-19",
        "close": 7.15,
        "volume": 82800,
        "typical_volume": 264925.0,
        "trend": 6.761998,
        "fair_value": 8.070885,
        "relative_strength": -10.803685,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.972498,
        "energy": 80.993436,
        "activity_lines": [
          7.113333,
          7.041818,
          6.932875,
          6.85295
        ]
      },
      {
        "date": "2026-06-26",
        "close": 7.25,
        "volume": 95000,
        "typical_volume": 259515.0,
        "trend": 6.777664,
        "fair_value": 8.059243,
        "relative_strength": -7.37004,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.043132,
        "energy": 84.904361,
        "activity_lines": [
          7.163333,
          7.094545,
          6.970453,
          6.884434
        ]
      },
      {
        "date": "2026-07-03",
        "close": 7.6,
        "volume": 384700,
        "typical_volume": 239435.0,
        "trend": 6.808249,
        "fair_value": 8.049296,
        "relative_strength": -6.599373,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 95.258003,
        "energy": 94.883219,
        "activity_lines": [
          7.316667,
          7.200909,
          7.037965,
          6.937488
        ]
      },
      {
        "date": "2026-07-10",
        "close": 7.85,
        "volume": 490500,
        "typical_volume": 226925.0,
        "trend": 6.85042,
        "fair_value": 8.040951,
        "relative_strength": -3.71616,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 96.942595,
        "energy": 97.937235,
        "activity_lines": [
          7.52,
          7.336364,
          7.124221,
          7.004698
        ]
      },
      {
        "date": "2026-07-17",
        "close": 8.15,
        "volume": 580000,
        "typical_volume": 228975.0,
        "trend": 6.90259,
        "fair_value": 8.033433,
        "relative_strength": -0.74154,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 96.995289,
        "energy": 98.57579,
        "activity_lines": [
          7.773333,
          7.507273,
          7.234185,
          7.088542
        ]
      },
      {
        "date": "2026-07-24",
        "close": 8.45,
        "volume": 597500,
        "typical_volume": 239765.0,
        "trend": 6.968012,
        "fair_value": 8.028387,
        "relative_strength": 2.863056,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 97.06616,
        "energy": 98.87684,
        "activity_lines": [
          8.056667,
          7.71,
          7.366429,
          7.188375
        ]
      },
      {
        "date": "2026-07-31",
        "close": 8.4,
        "volume": 495900,
        "typical_volume": 242670.0,
        "trend": 7.030141,
        "fair_value": 8.02302,
        "relative_strength": 3.562171,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 87.234734,
        "energy": 95.492926,
        "activity_lines": [
          8.236667,
          7.877273,
          7.48619,
          7.280761
        ]
      },
      {
        "date": "2026-08-07",
        "close": 8.4,
        "volume": 239000,
        "typical_volume": 250670.0,
        "trend": 7.092271,
        "fair_value": 8.017105,
        "relative_strength": 4.393065,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 76.80999,
        "energy": 91.794369,
        "activity_lines": [
          8.34,
          8.02,
          7.598571,
          7.369139
        ]
      }
    ],
    "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."
    }
  }
}