{
  "ticker": {
    "uuid": "885f2b16-4356-470e-9943-d20e2fcab958",
    "symbol": "SPA",
    "name": "Siam Wellness Group 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": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 96.0,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "mixed",
    "architecture_direction": 12.755,
    "architecture_energy": 13.566,
    "architecture_maturity": 19.138,
    "architecture_confidence": 65.157,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 59.98,
        "rotation_up": 41.51,
        "upward_expansion": 34.83,
        "deceleration": 40.56,
        "rotation_down": 23.73,
        "downward_expansion": 14.33
      },
      "activity_lines": [
        3.230667,
        3.218545,
        3.15638,
        3.167569
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 3.22,
    "trend_reference": 3.173468,
    "distance_from_trend": 0.014663,
    "trend_direction": "Improving",
    "fair_value": 5.235115,
    "distance_from_fair_value": -0.384923,
    "fair_value_direction": "Improving",
    "relative_strength": -9.794562,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.013789,
    "excess_performance": -0.178536,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.014663,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.042424,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.384923,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.054796,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.097946,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.039679,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.013789,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.362198,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 8078200,
      "relative_activity": 1.191631,
      "balance": 0.362198,
      "dry_up": 1.772202,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.053989,
      "annualized_volatility": 0.341056,
      "from_high_reference": -0.184993,
      "from_low_reference": 0.278934
    },
    "levels": {
      "trend_reference": 3.173468,
      "fair_value_reference": 5.235115,
      "structural_low": 2.92,
      "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": 6,
        "median_return": -0.002315,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.006903,
        "regime_survival": 0.0,
        "best_return": 0.103448,
        "worst_return": -0.090909,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.135605,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.124865,
        "regime_survival": 0.0,
        "best_return": 0.043103,
        "worst_return": -0.284722,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.006452,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.022251,
        "regime_survival": 0.0,
        "best_return": 0.433962,
        "worst_return": -0.569745,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.13223,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.006472,
        "regime_survival": 0.0,
        "best_return": 0.458065,
        "worst_return": -0.603938,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-27",
        "end": "2024-11-22",
        "tenure": "Developing",
        "return": 0.047945,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-11-29",
        "end": "2024-12-06",
        "tenure": "New",
        "return": 0.006944,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-12-13",
        "end": "2024-12-20",
        "tenure": "New",
        "return": 0.014493,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-01-10",
        "tenure": "New",
        "return": -0.057971,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-17",
        "end": "2025-01-31",
        "tenure": "New",
        "return": -0.112,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-07",
        "end": "2025-08-01",
        "tenure": "Established",
        "return": -0.222122,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-09-05",
        "tenure": "Developing",
        "return": -0.136612,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-09-12",
        "end": "2026-01-16",
        "tenure": "Established",
        "return": -0.103659,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-02-06",
        "tenure": "New",
        "return": 0.108108,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "tenure": "New",
        "return": -0.106952,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "New",
        "return": -0.02353,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-06-19",
        "tenure": "Established",
        "return": -0.023992,
        "active": false
      },
      {
        "regime": "balance",
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        "return": 0.025,
        "active": false
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      {
        "regime": "rotation_up",
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        "return": 0.00625,
        "active": true
      }
    ],
    "chart_path": [
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      },
      {
        "date": "2026-04-17",
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      },
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      },
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      },
      {
        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-17",
        "close": 3.2,
        "volume": 9668500,
        "typical_volume": 5842785.0,
        "trend": 3.145181,
        "fair_value": 5.320482,
        "relative_strength": -13.718908,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 26.578899,
        "energy": 41.392009,
        "activity_lines": [
          3.238667,
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          3.128548,
          3.153827
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.16,
        "volume": 22958100,
        "typical_volume": 6408665.0,
        "trend": 3.155616,
        "fair_value": 5.292405,
        "relative_strength": -14.306844,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 15.626845,
        "energy": 28.916281,
        "activity_lines": [
          3.218667,
          3.175273,
          3.131253,
          3.154783
        ]
      },
      {
        "date": "2026-07-31",
        "close": 3.3,
        "volume": 7351000,
        "typical_volume": 6556935.0,
        "trend": 3.166198,
        "fair_value": 5.264419,
        "relative_strength": -8.82566,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 25.169124,
        "energy": 26.631157,
        "activity_lines": [
          3.241333,
          3.206909,
          3.147644,
          3.164098
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.22,
        "volume": 8078200,
        "typical_volume": 6779110.0,
        "trend": 3.173468,
        "fair_value": 5.235115,
        "relative_strength": -9.794562,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 12.755462,
        "energy": 13.56574,
        "activity_lines": [
          3.230667,
          3.218545,
          3.15638,
          3.167569
        ]
      }
    ],
    "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."
    }
  }
}