{
  "ticker": {
    "uuid": "ea2ef35d-f96e-4598-b547-3f5ef2cc5e50",
    "symbol": "OCC",
    "name": "O.C.C. 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": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 72.093,
    "architecture_energy": 51.236,
    "architecture_maturity": 16.283,
    "architecture_confidence": 75.093,
    "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": 14.36,
        "rotation_up": 66.67,
        "upward_expansion": 86.12,
        "deceleration": 44.91,
        "rotation_down": 15.52,
        "downward_expansion": 8.12
      },
      "activity_lines": [
        10.123333,
        10.023636,
        9.862476,
        9.788494
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 10.4,
    "trend_reference": 9.64267,
    "distance_from_trend": 0.078539,
    "trend_direction": "Improving",
    "fair_value": 9.660902,
    "distance_from_fair_value": 0.076504,
    "fair_value_direction": "Improving",
    "relative_strength": -4.771349,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.188206,
    "excess_performance": -0.004119,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.078539,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.033537,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.076504,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.109765,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.047713,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.142616,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.188206,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.754098,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2000,
      "relative_activity": 1.277955,
      "balance": 2.754098,
      "dry_up": 0.415335,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.043639,
      "annualized_volatility": 0.227366,
      "from_high_reference": -0.074671,
      "from_low_reference": 0.275148
    },
    "levels": {
      "trend_reference": 9.64267,
      "fair_value_reference": 9.660902,
      "structural_low": 8.255377,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 19,
        "median_return": -0.032,
        "positive_rate": 0.263158,
        "directional_follow_through": 0.263158,
        "median_excess_return": -0.018822,
        "regime_survival": 0.684211,
        "best_return": 0.116071,
        "worst_return": -0.199152,
        "sufficient": true
      },
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        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.035703,
        "positive_rate": 0.25,
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        "worst_return": -0.220339,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.149723,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
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        "regime_survival": 0.4,
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        "worst_return": -0.189013,
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      {
        "horizon": "Full cycle",
        "sample_count": 4,
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        "worst_return": -0.227619,
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        "regime": "deceleration",
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      },
      {
        "date": "2026-05-01",
        "close": 9.448925,
        "volume": 1200,
        "typical_volume": 2100.0,
        "trend": 9.27155,
        "fair_value": 9.623199,
        "relative_strength": -17.802133,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 28.037812,
        "energy": 14.467031,
        "activity_lines": [
          9.498656,
          9.607161,
          9.530389,
          9.409247
        ]
      },
      {
        "date": "2026-05-08",
        "close": 9.3,
        "volume": 100,
        "typical_volume": 2105.0,
        "trend": 9.279848,
        "fair_value": 9.619968,
        "relative_strength": -19.032995,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 19.418572,
        "energy": 13.412844,
        "activity_lines": [
          9.425807,
          9.53849,
          9.521416,
          9.411082
        ]
      },
      {
        "date": "2026-05-15",
        "close": 9.05,
        "volume": 900,
        "typical_volume": 2070.0,
        "trend": 9.289758,
        "fair_value": 9.615133,
        "relative_strength": -21.658935,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -20.454523,
        "energy": 19.625636,
        "activity_lines": [
          9.282868,
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          9.488632,
          9.396253
        ]
      },
      {
        "date": "2026-05-22",
        "close": 10.0,
        "volume": 14200,
        "typical_volume": 2400.0,
        "trend": 9.318073,
        "fair_value": 9.617017,
        "relative_strength": -14.02912,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 32.880637,
        "energy": 14.620911,
        "activity_lines": [
          9.496452,
          9.511911,
          9.545855,
          9.442075
        ]
      },
      {
        "date": "2026-05-29",
        "close": 9.8,
        "volume": 4200,
        "typical_volume": 2605.0,
        "trend": 9.329776,
        "fair_value": 9.617619,
        "relative_strength": -16.687213,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 36.309788,
        "energy": 16.563108,
        "activity_lines": [
          9.613262,
          9.551271,
          9.577855,
          9.473168
        ]
      },
      {
        "date": "2026-06-05",
        "close": 9.6,
        "volume": 1000,
        "typical_volume": 2610.0,
        "trend": 9.344758,
        "fair_value": 9.617882,
        "relative_strength": -18.227764,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 30.698721,
        "energy": 17.491141,
        "activity_lines": [
          9.64,
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          9.588188,
          9.490601
        ]
      },
      {
        "date": "2026-06-12",
        "close": 10.0,
        "volume": 0,
        "typical_volume": 2605.0,
        "trend": 9.373073,
        "fair_value": 9.619766,
        "relative_strength": -14.419276,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 53.528568,
        "energy": 32.804355,
        "activity_lines": [
          9.79,
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        ]
      },
      {
        "date": "2026-06-19",
        "close": 9.8,
        "volume": 0,
        "typical_volume": 1945.0,
        "trend": 9.403011,
        "fair_value": 9.622882,
        "relative_strength": -13.995884,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 46.876427,
        "energy": 38.312713,
        "activity_lines": [
          9.826667,
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          9.560419
        ]
      },
      {
        "date": "2026-06-26",
        "close": 9.8,
        "volume": 0,
        "typical_volume": 1645.0,
        "trend": 9.432948,
        "fair_value": 9.626312,
        "relative_strength": -11.256901,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 48.039454,
        "energy": 36.016024,
        "activity_lines": [
          9.813333,
          9.72085,
          9.670195,
          9.586031
        ]
      },
      {
        "date": "2026-07-03",
        "close": 9.95,
        "volume": 0,
        "typical_volume": 1490.0,
        "trend": 9.482805,
        "fair_value": 9.631647,
        "relative_strength": -12.744891,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 54.790062,
        "energy": 44.273506,
        "activity_lines": [
          9.863333,
          9.77998,
          9.696991,
          9.619389
        ]
      },
      {
        "date": "2026-07-10",
        "close": 9.95,
        "volume": 200,
        "typical_volume": 1465.0,
        "trend": 9.50448,
        "fair_value": 9.636667,
        "relative_strength": -12.264664,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.015515,
        "energy": 38.696044,
        "activity_lines": [
          9.903333,
          9.83,
          9.721637,
          9.649531
        ]
      },
      {
        "date": "2026-07-17",
        "close": 9.95,
        "volume": 0,
        "typical_volume": 1465.0,
        "trend": 9.526156,
        "fair_value": 9.641373,
        "relative_strength": -12.319324,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.288363,
        "energy": 38.828939,
        "activity_lines": [
          9.92,
          9.870909,
          9.745319,
          9.678274
        ]
      },
      {
        "date": "2026-07-24",
        "close": 10.0,
        "volume": 600,
        "typical_volume": 1495.0,
        "trend": 9.561102,
        "fair_value": 9.647656,
        "relative_strength": -11.251269,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.969147,
        "energy": 38.871491,
        "activity_lines": [
          9.956667,
          9.909091,
          9.772797,
          9.708844
        ]
      },
      {
        "date": "2026-07-31",
        "close": 10.0,
        "volume": 0,
        "typical_volume": 1475.0,
        "trend": 9.604337,
        "fair_value": 9.652997,
        "relative_strength": -9.364275,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.348626,
        "energy": 40.750522,
        "activity_lines": [
          9.98,
          9.93,
          9.799072,
          9.73716
        ]
      },
      {
        "date": "2026-08-07",
        "close": 10.4,
        "volume": 2000,
        "typical_volume": 1565.0,
        "trend": 9.64267,
        "fair_value": 9.660902,
        "relative_strength": -4.771349,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.093073,
        "energy": 51.235658,
        "activity_lines": [
          10.123333,
          10.023636,
          9.862476,
          9.788494
        ]
      }
    ],
    "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."
    }
  }
}