{
  "ticker": {
    "uuid": "dde96ea0-f63c-4827-9137-415a01a8ac03",
    "symbol": "TMD",
    "name": "Thai Metal Drum Manufacturing 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": 64.559,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 39.25,
    "architecture_energy": 23.685,
    "architecture_maturity": 42.003,
    "architecture_confidence": 79.927,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 36.79,
        "rotation_up": 34.1,
        "upward_expansion": 61.61,
        "deceleration": 87.94,
        "rotation_down": 24.02,
        "downward_expansion": 13.95
      },
      "activity_lines": [
        26.533333,
        26.568182,
        26.295238,
        26.021117
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 26.5,
    "trend_reference": 25.645155,
    "distance_from_trend": 0.033334,
    "trend_direction": "Improving",
    "fair_value": 22.495856,
    "distance_from_fair_value": 0.177995,
    "fair_value_direction": "Improving",
    "relative_strength": -7.864309,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.067194,
    "excess_performance": -0.125131,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.033334,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.033144,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.177995,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.016036,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.078643,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.01121,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.067194,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 75.133007,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 8700,
      "relative_activity": 0.012341,
      "balance": 75.133007,
      "dry_up": 0.051847,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.032656,
      "annualized_volatility": 0.079693,
      "from_high_reference": -0.027523,
      "from_low_reference": 0.17836
    },
    "levels": {
      "trend_reference": 25.645155,
      "fair_value_reference": 22.495856,
      "structural_low": 24.362963,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": 0.002083,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.009546,
        "regime_survival": 0.714286,
        "best_return": 0.038098,
        "worst_return": -0.033333,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.00172,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.057446,
        "regime_survival": 0.333333,
        "best_return": 0.056277,
        "worst_return": -0.020408,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.039598,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.066206,
        "regime_survival": 0.0,
        "best_return": 0.056911,
        "worst_return": 0.004065,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.065674,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.191864,
        "regime_survival": 0.0,
        "best_return": 0.084339,
        "worst_return": 0.047008,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-02-03",
        "end": "2023-06-23",
        "tenure": "Established",
        "return": 0.034188,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-06-30",
        "end": "2023-09-15",
        "tenure": "Developing",
        "return": -0.012146,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-09-22",
        "end": "2023-11-17",
        "tenure": "Developing",
        "return": -0.020408,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-11-24",
        "end": "2023-12-22",
        "tenure": "Developing",
        "return": 0.004184,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-12-29",
        "end": "2024-01-05",
        "tenure": "New",
        "return": -0.036,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-01-12",
        "end": "2024-02-09",
        "tenure": "Developing",
        "return": 0.020747,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-02-16",
        "end": "2024-03-08",
        "tenure": "New",
        "return": 0.030612,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-03-15",
        "end": "2024-07-26",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-02",
        "end": "2024-11-01",
        "tenure": "Established",
        "return": -0.01626,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-08",
        "end": "2025-02-28",
        "tenure": "Established",
        "return": 0.030612,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-03-07",
        "end": "2025-06-27",
        "tenure": "Established",
        "return": 0.029264,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-07-18",
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        "return": 0.012195,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-25",
        "end": "2026-07-24",
        "tenure": "Extended",
        "return": 0.135768,
        "active": false
      },
      {
        "regime": "deceleration",
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        "color": "amber",
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        "tenure": "New",
        "return": -0.009346,
        "active": true
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      },
      {
        "date": "2026-05-01",
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        "trend": 24.548482,
        "fair_value": 21.903627,
        "relative_strength": -9.664921,
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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        "date": "2026-05-22",
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      },
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        "date": "2026-05-29",
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        "date": "2026-06-05",
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        "date": "2026-06-12",
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      {
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      },
      {
        "date": "2026-07-03",
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        "relative_strength": -7.497087,
        "stage": 2,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 723604.35,
        "trend": 25.360216,
        "fair_value": 22.334006,
        "relative_strength": -9.363158,
        "stage": 3,
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        "modifier": "Established expansion",
        "gate": "up",
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      },
      {
        "date": "2026-07-17",
        "close": 26.25,
        "volume": 126400,
        "typical_volume": 728624.35,
        "trend": 25.423117,
        "fair_value": 22.372472,
        "relative_strength": -10.86044,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 55.238333,
        "energy": 38.105405,
        "activity_lines": [
          26.55,
          26.477273,
          26.083571,
          25.810884
        ]
      },
      {
        "date": "2026-07-24",
        "close": 26.5,
        "volume": 7100,
        "typical_volume": 725254.35,
        "trend": 25.494352,
        "fair_value": 22.41254,
        "relative_strength": -9.972962,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 42.92202,
        "energy": 30.393913,
        "activity_lines": [
          26.5,
          26.509091,
          26.152381,
          25.88036
        ]
      },
      {
        "date": "2026-07-31",
        "close": 26.75,
        "volume": 4000,
        "typical_volume": 706494.35,
        "trend": 25.57392,
        "fair_value": 22.455787,
        "relative_strength": -7.831126,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 46.291953,
        "energy": 28.004357,
        "activity_lines": [
          26.566667,
          26.568182,
          26.239286,
          25.96137
        ]
      },
      {
        "date": "2026-08-07",
        "close": 26.5,
        "volume": 8700,
        "typical_volume": 704964.35,
        "trend": 25.645155,
        "fair_value": 22.495856,
        "relative_strength": -7.864309,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 39.249919,
        "energy": 23.684893,
        "activity_lines": [
          26.533333,
          26.568182,
          26.295238,
          26.021117
        ]
      }
    ],
    "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."
    }
  }
}