{
  "ticker": {
    "uuid": "58f1c875-5d68-4334-89f8-d3cdc3f8a04f",
    "symbol": "VRANDA",
    "name": "Veranda Resort 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": 76.666,
    "architecture_energy": 85.606,
    "architecture_maturity": 23.278,
    "architecture_confidence": 75.572,
    "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": 0.69,
        "rotation_up": 77.56,
        "upward_expansion": 98.51,
        "deceleration": 39.3,
        "rotation_down": 14.02,
        "downward_expansion": 20.51
      },
      "activity_lines": [
        4.632,
        4.566182,
        4.448634,
        4.364367
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 4.68,
    "trend_reference": 4.289734,
    "distance_from_trend": 0.090977,
    "trend_direction": "Improving",
    "fair_value": 4.691091,
    "distance_from_fair_value": -0.002364,
    "fair_value_direction": "Improving",
    "relative_strength": -5.911818,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.117973,
    "excess_performance": -0.074352,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.090977,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.024914,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.002364,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.136819,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.059118,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.093544,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.117973,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.8738,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 63500,
      "relative_activity": 0.274191,
      "balance": 1.8738,
      "dry_up": 0.60117,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.027942,
      "annualized_volatility": 0.176404,
      "from_high_reference": 0.0,
      "from_low_reference": 0.22418
    },
    "levels": {
      "trend_reference": 4.289734,
      "fair_value_reference": 4.691091,
      "structural_low": 3.822967,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 12,
        "median_return": -0.038001,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.03165,
        "regime_survival": 0.5,
        "best_return": 0.174825,
        "worst_return": -0.118012,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.041136,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.047154,
        "regime_survival": 0.166667,
        "best_return": -0.013986,
        "worst_return": -0.152,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.034246,
        "positive_rate": 0.0,
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        "regime_survival": 0.0,
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        "worst_return": -0.152,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.267081,
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        "best_return": 0.238461,
        "worst_return": -0.275977,
        "sufficient": false
      }
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        "start": "2024-11-22",
        "end": "2025-07-25",
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      },
      {
        "date": "2026-04-24",
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      },
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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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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "relative_strength": -12.681559,
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      {
        "date": "2026-06-12",
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        "typical_volume": 287655.0,
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        "stage": 1,
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      },
      {
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        "energy": 67.088936,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 276105.0,
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        "relative_strength": -13.021117,
        "stage": 1,
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        "activity_lines": [
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      },
      {
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        "typical_volume": 306020.0,
        "trend": 4.228005,
        "fair_value": 4.733215,
        "relative_strength": -10.358592,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.535775,
        "energy": 52.997238,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 4.62,
        "volume": 267300,
        "typical_volume": 293190.0,
        "trend": 4.243741,
        "fair_value": 4.722322,
        "relative_strength": -9.726775,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 76.783875,
        "energy": 57.677618,
        "activity_lines": [
          4.521333,
          4.478545,
          4.343092,
          4.291716
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.6,
        "volume": 147400,
        "typical_volume": 243460.0,
        "trend": 4.258173,
        "fair_value": 4.711003,
        "relative_strength": -9.956085,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.831062,
        "energy": 72.087164,
        "activity_lines": [
          4.558667,
          4.508364,
          4.377647,
          4.314701
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.62,
        "volume": 78700,
        "typical_volume": 230495.0,
        "trend": 4.271998,
        "fair_value": 4.70011,
        "relative_strength": -8.134883,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.427057,
        "energy": 78.478182,
        "activity_lines": [
          4.593333,
          4.533818,
          4.41159,
          4.338044
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.68,
        "volume": 63500,
        "typical_volume": 231590.0,
        "trend": 4.289734,
        "fair_value": 4.691091,
        "relative_strength": -5.911818,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 76.665704,
        "energy": 85.60562,
        "activity_lines": [
          4.632,
          4.566182,
          4.448634,
          4.364367
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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."
    }
  }
}