{
  "ticker": {
    "uuid": "281a543f-940f-4bb1-a1db-0e086f0401e8",
    "symbol": "TKC",
    "name": "Turnkey Communication Services 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": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 29.548,
    "architecture_energy": 17.919,
    "architecture_maturity": 33.741,
    "architecture_confidence": 60.043,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 56.3,
        "rotation_up": 32.75,
        "upward_expansion": 57.65,
        "deceleration": 69.56,
        "rotation_down": 25.99,
        "downward_expansion": 16.98
      },
      "activity_lines": [
        8.89,
        8.888182,
        8.93502,
        8.73139
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 8.85,
    "trend_reference": 8.53651,
    "distance_from_trend": 0.036723,
    "trend_direction": "Improving",
    "fair_value": 11.490703,
    "distance_from_fair_value": -0.229812,
    "fair_value_direction": "Improving",
    "relative_strength": -13.142962,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.053867,
    "excess_performance": -0.138459,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.036723,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.00299,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.229812,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.072696,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.13143,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.029605,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.053867,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.223365,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 180700,
      "relative_activity": 0.692072,
      "balance": 2.223365,
      "dry_up": 1.491383,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.0691,
      "annualized_volatility": 0.335454,
      "from_high_reference": -0.165094,
      "from_low_reference": 0.258785
    },
    "levels": {
      "trend_reference": 8.53651,
      "fair_value_reference": 11.490703,
      "structural_low": 7.030588,
      "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": -0.041776,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.031985,
        "regime_survival": 0.666667,
        "best_return": 0.041176,
        "worst_return": -0.304147,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": -0.202675,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.191908,
        "regime_survival": 0.0,
        "best_return": -0.021053,
        "worst_return": -0.384298,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.266572,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.352727,
        "regime_survival": 0.0,
        "best_return": -0.115789,
        "worst_return": -0.417355,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.402914,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.388452,
        "regime_survival": 0.0,
        "best_return": -0.402914,
        "worst_return": -0.402914,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-05",
        "end": "2024-09-13",
        "tenure": "Developing",
        "return": 0.215517,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-20",
        "end": "2024-11-29",
        "tenure": "Developing",
        "return": -0.192857,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-06",
        "end": "2025-01-24",
        "tenure": "Developing",
        "return": 0.125,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-31",
        "end": "2025-02-07",
        "tenure": "New",
        "return": -0.127273,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-14",
        "end": "2025-05-16",
        "tenure": "Established",
        "return": -0.218379,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-23",
        "end": "2025-07-04",
        "tenure": "Developing",
        "return": -0.035,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-11",
        "end": "2025-08-22",
        "tenure": "Developing",
        "return": -0.035897,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-29",
        "end": "2025-11-14",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-21",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": -0.011111,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-02",
        "end": "2026-05-08",
        "tenure": "Established",
        "return": -0.01004,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-15",
        "end": "2026-05-22",
        "tenure": "New",
        "return": 0.098266,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-06-12",
        "tenure": "New",
        "return": -0.025381,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-19",
        "end": "2026-07-03",
        "tenure": "New",
        "return": -0.106383,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-10",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": 0.041176,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "volume": 55500,
        "typical_volume": 162950.0,
        "trend": 8.570157,
        "fair_value": 12.673777,
        "relative_strength": -22.227338,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.574839,
        "energy": 37.7575,
        "activity_lines": [
          7.772706,
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          8.036585,
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        ]
      },
      {
        "date": "2026-04-24",
        "close": 7.958235,
        "volume": 132500,
        "typical_volume": 168645.0,
        "trend": 8.532726,
        "fair_value": 12.610855,
        "relative_strength": -21.090647,
        "stage": 4,
        "regime": "downward_expansion",
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        "gate": "down",
        "direction": -40.884048,
        "energy": 26.174228,
        "activity_lines": [
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          8.004734,
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        ]
      },
      {
        "date": "2026-05-01",
        "close": 8.3,
        "volume": 475200,
        "typical_volume": 189950.0,
        "trend": 8.509941,
        "fair_value": 12.546507,
        "relative_strength": -19.659078,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -24.996996,
        "energy": 25.036981,
        "activity_lines": [
          8.055882,
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          8.011011,
          8.222827
        ]
      },
      {
        "date": "2026-05-08",
        "close": 8.7,
        "volume": 189500,
        "typical_volume": 195210.0,
        "trend": 8.502118,
        "fair_value": 12.473269,
        "relative_strength": -16.103475,
        "stage": 4,
        "regime": "downward_expansion",
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        "direction": 3.039123,
        "energy": 21.351818,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-15",
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        "volume": 219700,
        "typical_volume": 197485.0,
        "trend": 8.492628,
        "fair_value": 12.411164,
        "relative_strength": -17.520058,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 10.689462,
        "energy": 28.300993,
        "activity_lines": [
          8.458235,
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      },
      {
        "date": "2026-05-22",
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        "volume": 363200,
        "typical_volume": 214155.0,
        "trend": 8.496824,
        "fair_value": 12.349083,
        "relative_strength": -10.102795,
        "stage": 1,
        "regime": "balance",
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        "gate": "mixed",
        "direction": 49.859197,
        "energy": 54.860128,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
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        "typical_volume": 237755.0,
        "trend": 8.511059,
        "fair_value": 12.291656,
        "relative_strength": -7.83029,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
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        "energy": 74.700266,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "volume": 74600,
        "typical_volume": 228195.0,
        "trend": 8.541922,
        "fair_value": 12.230483,
        "relative_strength": -3.827117,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 64.30835,
        "energy": 86.416181,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 19200,
        "typical_volume": 215315.0,
        "trend": 8.552706,
        "fair_value": 12.163618,
        "relative_strength": -10.346175,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
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        "energy": 86.326334,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 208835.0,
        "trend": 8.573098,
        "fair_value": 12.094867,
        "relative_strength": -10.360561,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.79043,
        "energy": 82.119357,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-06-26",
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        "typical_volume": 201255.0,
        "trend": 8.552059,
        "fair_value": 12.01882,
        "relative_strength": -17.105141,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 49.828983,
        "energy": 40.999061,
        "activity_lines": [
          9.273333,
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          8.780255,
          8.627324
        ]
      },
      {
        "date": "2026-07-03",
        "close": 8.4,
        "volume": 218500,
        "typical_volume": 198160.0,
        "trend": 8.527725,
        "fair_value": 11.93944,
        "relative_strength": -20.379916,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 23.924091,
        "energy": 22.841118,
        "activity_lines": [
          8.9,
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          8.617514
        ]
      },
      {
        "date": "2026-07-10",
        "close": 8.5,
        "volume": 577800,
        "typical_volume": 218580.0,
        "trend": 8.511608,
        "fair_value": 11.863714,
        "relative_strength": -19.17077,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 16.570672,
        "energy": 28.508552,
        "activity_lines": [
          8.656667,
          9.036364,
          8.775625,
          8.615725
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      },
      {
        "date": "2026-07-17",
        "close": 9.35,
        "volume": 779800,
        "typical_volume": 242090.0,
        "trend": 8.527078,
        "fair_value": 11.781983,
        "relative_strength": -11.441304,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.542101,
        "energy": 30.921064,
        "activity_lines": [
          8.816667,
          9.075455,
          8.859577,
          8.669815
        ]
      },
      {
        "date": "2026-07-24",
        "close": 8.9,
        "volume": 409900,
        "typical_volume": 257040.0,
        "trend": 8.534059,
        "fair_value": 11.682297,
        "relative_strength": -15.31353,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 25.38836,
        "energy": 19.588801,
        "activity_lines": [
          8.843333,
          9.020909,
          8.895207,
          8.693875
        ]
      },
      {
        "date": "2026-07-31",
        "close": 8.8,
        "volume": 187200,
        "typical_volume": 258625.0,
        "trend": 8.534451,
        "fair_value": 11.583476,
        "relative_strength": -14.724633,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 27.041121,
        "energy": 12.795625,
        "activity_lines": [
          8.87,
          8.943636,
          8.915667,
          8.711032
        ]
      },
      {
        "date": "2026-08-07",
        "close": 8.85,
        "volume": 180700,
        "typical_volume": 261100.0,
        "trend": 8.53651,
        "fair_value": 11.490703,
        "relative_strength": -13.142962,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.548374,
        "energy": 17.919489,
        "activity_lines": [
          8.89,
          8.888182,
          8.93502,
          8.73139
        ]
      }
    ],
    "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."
    }
  }
}