{
  "ticker": {
    "uuid": "a3880d16-aafa-4d48-86c3-ea0c75bebf15",
    "symbol": "DDD",
    "name": "Do Day Dream 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -15.232,
    "architecture_energy": 19.54,
    "architecture_maturity": 36.559,
    "architecture_confidence": 71.178,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 57.43,
        "rotation_up": 35.35,
        "upward_expansion": 26.59,
        "deceleration": 50.01,
        "rotation_down": 20.65,
        "downward_expansion": 48.59
      },
      "activity_lines": [
        5.086667,
        5.027091,
        5.004862,
        5.127659
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 5.0,
    "trend_reference": 5.302131,
    "distance_from_trend": -0.056983,
    "trend_direction": "Weakening",
    "fair_value": 7.520921,
    "distance_from_fair_value": -0.335188,
    "fair_value_direction": "Improving",
    "relative_strength": -23.834402,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.077395,
    "excess_performance": -0.26972,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.056983,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.043358,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.335188,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.01798,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.238344,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.003102,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.077395,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.6674,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 197500,
      "relative_activity": 1.60094,
      "balance": 0.6674,
      "dry_up": 1.272646,
      "accumulation_observations": 3,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.041077,
      "annualized_volatility": 0.287801,
      "from_high_reference": -0.276519,
      "from_low_reference": 0.077586
    },
    "levels": {
      "trend_reference": 5.302131,
      "fair_value_reference": 7.520921,
      "structural_low": 4.64,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": -0.013158,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.025341,
        "regime_survival": 0.142857,
        "best_return": 0.047297,
        "worst_return": -0.092024,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.101106,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.098516,
        "regime_survival": 0.0,
        "best_return": 0.174603,
        "worst_return": -0.153374,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.167939,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.17114,
        "regime_survival": 0.2,
        "best_return": 0.081081,
        "worst_return": -0.203947,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.288157,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.251501,
        "regime_survival": 0.25,
        "best_return": -0.101343,
        "worst_return": -0.450658,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-12",
        "end": "2024-07-19",
        "tenure": "New",
        "return": -0.042328,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-07-26",
        "end": "2024-08-16",
        "tenure": "New",
        "return": 0.106742,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-23",
        "end": "2024-11-22",
        "tenure": "Established",
        "return": -0.175978,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-29",
        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.077778,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-10",
        "end": "2025-08-01",
        "tenure": "Extended",
        "return": -0.20363,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
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        "return": 0.046154,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-10-31",
        "tenure": "Developing",
        "return": -0.161765,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-11-21",
        "tenure": "New",
        "return": 0.026786,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2026-02-27",
        "tenure": "Established",
        "return": 0.112069,
        "active": false
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      {
        "regime": "rotation_up",
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        "end": "2026-03-13",
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        "return": -0.008333,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
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        "active": false
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      {
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        "return": -0.05023,
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      {
        "regime": "balance",
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        "return": 0.0,
        "active": true
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    ],
    "chart_path": [
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      },
      {
        "date": "2026-04-17",
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      {
        "date": "2026-04-24",
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      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      {
        "date": "2026-05-29",
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      },
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        "date": "2026-06-05",
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        "relative_strength": -31.042197,
        "stage": 4,
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        "modifier": "Established contraction",
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      },
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 122960.0,
        "trend": 5.400109,
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        "relative_strength": -28.723246,
        "stage": 4,
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      },
      {
        "date": "2026-07-10",
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        "volume": 115700,
        "typical_volume": 117835.0,
        "trend": 5.376203,
        "fair_value": 7.680865,
        "relative_strength": -25.256414,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.778837,
        "energy": 39.718037,
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          4.921333,
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      },
      {
        "date": "2026-07-17",
        "close": 5.25,
        "volume": 235300,
        "typical_volume": 124515.0,
        "trend": 5.358953,
        "fair_value": 7.64176,
        "relative_strength": -23.293205,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -28.423256,
        "energy": 22.36212,
        "activity_lines": [
          5.046,
          4.944364,
          5.020004,
          5.180031
        ]
      },
      {
        "date": "2026-07-24",
        "close": 5.1,
        "volume": 180200,
        "typical_volume": 129285.0,
        "trend": 5.336704,
        "fair_value": 7.601082,
        "relative_strength": -25.099558,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -28.191792,
        "energy": 26.815607,
        "activity_lines": [
          5.090667,
          4.982727,
          5.014085,
          5.163324
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      },
      {
        "date": "2026-07-31",
        "close": 5.1,
        "volume": 15000,
        "typical_volume": 122205.0,
        "trend": 5.316112,
        "fair_value": 7.561016,
        "relative_strength": -23.583785,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -13.00412,
        "energy": 23.602963,
        "activity_lines": [
          5.115333,
          5.017455,
          5.012291,
          5.148053
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.0,
        "volume": 197500,
        "typical_volume": 123365.0,
        "trend": 5.302131,
        "fair_value": 7.520921,
        "relative_strength": -23.834402,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -15.232449,
        "energy": 19.539537,
        "activity_lines": [
          5.086667,
          5.027091,
          5.004862,
          5.127659
        ]
      }
    ],
    "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."
    }
  }
}