{
  "ticker": {
    "uuid": "774d28f2-8c28-4fe3-ba34-e0a756cfd429",
    "symbol": "DITTO",
    "name": "Ditto (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": 64.024,
    "architecture_energy": 54.115,
    "architecture_maturity": 49.146,
    "architecture_confidence": 87.371,
    "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": 6.97,
        "rotation_up": 62.28,
        "upward_expansion": 84.04,
        "deceleration": 63.57,
        "rotation_down": 20.62,
        "downward_expansion": 8.37
      },
      "activity_lines": [
        15.52,
        15.22,
        13.966948,
        13.170328
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.833333
    },
    "latest_close": 14.7,
    "trend_reference": 12.343788,
    "distance_from_trend": 0.190882,
    "trend_direction": "Improving",
    "fair_value": 15.532036,
    "distance_from_fair_value": -0.053569,
    "fair_value_direction": "Improving",
    "relative_strength": 5.256049,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.343023,
    "excess_performance": 0.150698,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.190882,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.123486,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.053569,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.242859,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.05256,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.141089,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.343023,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.612493,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 17330700,
      "relative_activity": 1.000703,
      "balance": 2.612493,
      "dry_up": 1.748852,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.104134,
      "annualized_volatility": 0.630084,
      "from_high_reference": -0.125,
      "from_low_reference": 0.489293
    },
    "levels": {
      "trend_reference": 12.343788,
      "fair_value_reference": 15.532036,
      "structural_low": 9.870455,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 5,
        "median_return": -0.057692,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.053295,
        "regime_survival": 0.6,
        "best_return": 0.155556,
        "worst_return": -0.136691,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": -0.23864,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.25509,
        "regime_survival": 0.0,
        "best_return": -0.172932,
        "worst_return": -0.304348,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.301501,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.396234,
        "regime_survival": 0.0,
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        "worst_return": -0.550371,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.63548,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.484181,
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        "worst_return": -0.63548,
        "sufficient": false
      }
    ],
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        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-07",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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      },
      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
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      {
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        "active": false
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        "regime": "downward_expansion",
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        "active": false
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        "regime": "rotation_up",
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        "active": false
      },
      {
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      {
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      },
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      },
      {
        "date": "2026-07-17",
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        "fair_value": 15.790072,
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        "stage": 2,
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        "modifier": "Early expansion",
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        "energy": 82.53647,
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      },
      {
        "date": "2026-07-24",
        "close": 15.9,
        "volume": 41329700,
        "typical_volume": 16388285.0,
        "trend": 12.033939,
        "fair_value": 15.702175,
        "relative_strength": 12.071353,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.649624,
        "energy": 75.043403,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 15.9,
        "volume": 10991500,
        "typical_volume": 16660385.0,
        "trend": 12.208864,
        "fair_value": 15.623176,
        "relative_strength": 13.034735,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.941664,
        "energy": 63.642832,
        "activity_lines": [
          15.88,
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 14.7,
        "volume": 17330700,
        "typical_volume": 17318520.0,
        "trend": 12.343788,
        "fair_value": 15.532036,
        "relative_strength": 5.256049,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.024035,
        "energy": 54.115069,
        "activity_lines": [
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      }
    ],
    "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."
    }
  }
}