{
  "ticker": {
    "uuid": "07519ea2-af6c-41dd-840d-87f8c6862bcc",
    "symbol": "TUPY3",
    "name": "Tupy S.A.",
    "exchange": "SAO",
    "country": "BR",
    "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": "^BVSP",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 90.328,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 52.339,
    "architecture_energy": 36.248,
    "architecture_maturity": 34.039,
    "architecture_confidence": 57.245,
    "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": 22.04,
        "rotation_up": 46.63,
        "upward_expansion": 75.4,
        "deceleration": 69.44,
        "rotation_down": 25.07,
        "downward_expansion": 6.73
      },
      "activity_lines": [
        15.276,
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        14.698429,
        14.267355
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 14.22,
    "trend_reference": 13.669333,
    "distance_from_trend": 0.040285,
    "trend_direction": "Improving",
    "fair_value": 19.410847,
    "distance_from_fair_value": -0.26742,
    "fair_value_direction": "Improving",
    "relative_strength": 1.876821,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.206107,
    "excess_performance": 0.263155,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.040285,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.070985,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.26742,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.010447,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.018768,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.164043,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.206107,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.672746,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 7477900,
      "relative_activity": 1.897841,
      "balance": 0.672746,
      "dry_up": 1.033084,
      "accumulation_observations": 0,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.087904,
      "annualized_volatility": 0.464584,
      "from_high_reference": -0.164021,
      "from_low_reference": 0.342776
    },
    "levels": {
      "trend_reference": 13.669333,
      "fair_value_reference": 19.410847,
      "structural_low": 10.59,
      "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": 15,
        "median_return": -0.060049,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.016224,
        "regime_survival": 0.6,
        "best_return": 0.17493,
        "worst_return": -0.124233,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.034463,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": 0.006597,
        "regime_survival": 0.571429,
        "best_return": 0.233102,
        "worst_return": -0.115637,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.055718,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.121906,
        "regime_survival": 0.25,
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        "worst_return": -0.100372,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.029993,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.05125,
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        "best_return": 0.169898,
        "worst_return": -0.109912,
        "sufficient": false
      }
    ],
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        "date": "2026-05-29",
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 19.656115,
        "relative_strength": 7.562965,
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        "modifier": "Early expansion",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 16.190001,
        "volume": 3780500,
        "typical_volume": 4455715.0,
        "trend": 13.332,
        "fair_value": 19.607455,
        "relative_strength": 12.464269,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 76.190112,
        "energy": 79.734738,
        "activity_lines": [
          15.655334,
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          14.373143,
          13.933355
        ]
      },
      {
        "date": "2026-07-24",
        "close": 15.6,
        "volume": 2365900,
        "typical_volume": 4231650.0,
        "trend": 13.447333,
        "fair_value": 19.549901,
        "relative_strength": 9.069909,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.814324,
        "energy": 71.959865,
        "activity_lines": [
          15.719334,
          15.140182,
          14.536429,
          14.079677
        ]
      },
      {
        "date": "2026-07-31",
        "close": 15.72,
        "volume": 2658000,
        "typical_volume": 4032085.0,
        "trend": 13.583667,
        "fair_value": 19.482537,
        "relative_strength": 8.296789,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.430079,
        "energy": 67.41247,
        "activity_lines": [
          15.753334,
          15.354546,
          14.696952,
          14.226301
        ]
      },
      {
        "date": "2026-08-07",
        "close": 14.22,
        "volume": 7477900,
        "typical_volume": 3940215.0,
        "trend": 13.669333,
        "fair_value": 19.410847,
        "relative_strength": 1.876821,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 52.338561,
        "energy": 36.24756,
        "activity_lines": [
          15.276,
          15.247818,
          14.698429,
          14.267355
        ]
      }
    ],
    "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."
    }
  }
}