{
  "ticker": {
    "uuid": "09eeb11c-f9b3-4099-a42b-9464820f9b44",
    "symbol": "6664",
    "name": "Group Up Industrial Co., Ltd.",
    "exchange": "TWO",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -18.572,
    "architecture_energy": 34.986,
    "architecture_maturity": 2.473,
    "architecture_confidence": 63.276,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 43.07,
        "rotation_up": 17.2,
        "upward_expansion": 21.63,
        "deceleration": 52.51,
        "rotation_down": 56.28,
        "downward_expansion": 48.97
      },
      "activity_lines": [
        341.656248,
        349.674714,
        369.459568,
        363.526055
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 348.5,
    "trend_reference": 346.450915,
    "distance_from_trend": 0.005915,
    "trend_direction": "Improving",
    "fair_value": 233.061147,
    "distance_from_fair_value": 0.495316,
    "fair_value_direction": "Weakening",
    "relative_strength": -17.208876,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.24408,
    "excess_performance": -0.197292,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.005915,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.08965,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.495316,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.422258,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.172089,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.227996,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.24408,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.043205,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1558145,
      "relative_activity": 0.247172,
      "balance": 1.043205,
      "dry_up": 0.262049,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.118276,
      "annualized_volatility": 0.53442,
      "from_high_reference": -0.279809,
      "from_low_reference": 0.682137
    },
    "levels": {
      "trend_reference": 346.450915,
      "fair_value_reference": 233.061147,
      "structural_low": 240.247452,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 6,
        "median_return": -0.002379,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.038401,
        "regime_survival": 0.333333,
        "best_return": 0.146048,
        "worst_return": -0.084314,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.024561,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": 0.042868,
        "regime_survival": 0.0,
        "best_return": 0.17608,
        "worst_return": -0.154902,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.279894,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": 0.28096,
        "regime_survival": 0.0,
        "best_return": 0.940199,
        "worst_return": -0.2,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.496383,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.425144,
        "regime_survival": 0.0,
        "best_return": 0.505582,
        "worst_return": 0.487184,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-16",
        "end": "2024-08-30",
        "tenure": "New",
        "return": 0.187273,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-09-06",
        "end": "2024-10-11",
        "tenure": "Developing",
        "return": -0.023769,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-18",
        "end": "2024-11-29",
        "tenure": "Developing",
        "return": -0.097391,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-06",
        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.084314,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-10",
        "end": "2025-06-13",
        "tenure": "Established",
        "return": -0.103297,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-20",
        "end": "2025-07-11",
        "tenure": "New",
        "return": 0.14,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-18",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": 0.002272,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-22",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": 0.128146,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-17",
        "end": "2025-10-24",
        "tenure": "New",
        "return": -0.007246,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-31",
        "end": "2026-01-30",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-02-06",
        "end": "2026-04-03",
        "tenure": "Developing",
        "return": 0.230903,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-04-10",
        "end": "2026-06-12",
        "tenure": "Developing",
        "return": -0.045396,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-06-19",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.112272,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-08-14",
        "end": "2026-08-14",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-11",
        "close": 119.164818,
        "volume": 1761000,
        "typical_volume": 2471200.0,
        "trend": 101.68667,
        "fair_value": 67.797146,
        "relative_strength": 21.768554,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "activity_lines": [
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      },
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        "date": "2023-08-18",
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      },
      {
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      },
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      },
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      },
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      },
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      },
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 6413847.95,
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        "fair_value": 228.873707,
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        "stage": 3,
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        "modifier": "Recompressing",
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      },
      {
        "date": "2026-07-31",
        "close": 339.0,
        "volume": 2350781,
        "typical_volume": 6421085.7,
        "trend": 343.237027,
        "fair_value": 230.302238,
        "relative_strength": -15.003057,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
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        "direction": -2.274981,
        "energy": 21.199195,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 332.0,
        "volume": 1071264,
        "typical_volume": 6356034.25,
        "trend": 344.350122,
        "fair_value": 231.608477,
        "relative_strength": -18.558093,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -23.939716,
        "energy": 39.134148,
        "activity_lines": [
          340.773311,
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      },
      {
        "date": "2026-08-14",
        "close": 348.5,
        "volume": 1558145,
        "typical_volume": 6303897.25,
        "trend": 346.450915,
        "fair_value": 233.061147,
        "relative_strength": -17.208876,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -18.571649,
        "energy": 34.98617,
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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."
    }
  }
}