{
  "ticker": {
    "uuid": "e46a7042-d485-4756-8ded-11280d64fa9a",
    "symbol": "NUN",
    "name": "Nu Holdings Ltd.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -7.725,
    "architecture_energy": 16.533,
    "architecture_maturity": 30.775,
    "architecture_confidence": 55.629,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 60.0,
        "rotation_up": 38.06,
        "upward_expansion": 32.92,
        "deceleration": 46.67,
        "rotation_down": 16.52,
        "downward_expansion": 41.25
      },
      "activity_lines": [
        242.298665,
        237.658545,
        234.515713,
        240.107139
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 236.589996,
    "trend_reference": 252.236332,
    "distance_from_trend": -0.06203,
    "trend_direction": "Weakening",
    "fair_value": 230.083525,
    "distance_from_fair_value": 0.028279,
    "fair_value_direction": "Weakening",
    "relative_strength": -13.896144,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.211735,
    "excess_performance": -0.157068,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.06203,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.085037,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.028279,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.04437,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.138961,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.066702,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.211735,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.994574,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 58500,
      "relative_activity": 0.60755,
      "balance": 2.994574,
      "dry_up": 1.385402,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.065173,
      "annualized_volatility": 0.368774,
      "from_high_reference": -0.28293,
      "from_low_reference": 0.154098
    },
    "levels": {
      "trend_reference": 252.236332,
      "fair_value_reference": 230.083525,
      "structural_low": 205.0,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": -0.044641,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.055124,
        "regime_survival": 0.571429,
        "best_return": 0.209818,
        "worst_return": -0.136686,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.105858,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.011521,
        "regime_survival": 0.5,
        "best_return": 0.18312,
        "worst_return": -0.263856,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.090015,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.079113,
        "regime_survival": 1.0,
        "best_return": 0.240204,
        "worst_return": -0.060173,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.165577,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.199063,
        "regime_survival": 1.0,
        "best_return": 0.165577,
        "worst_return": 0.165577,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-24",
        "end": "2024-10-11",
        "tenure": "Established",
        "return": 0.345189,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-18",
        "end": "2024-10-25",
        "tenure": "New",
        "return": 0.042036,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-01",
        "end": "2024-12-20",
        "tenure": "Developing",
        "return": -0.285251,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-27",
        "end": "2025-01-17",
        "tenure": "New",
        "return": 0.147242,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-24",
        "end": "2025-02-07",
        "tenure": "New",
        "return": 0.12662,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-02-14",
        "end": "2025-02-21",
        "tenure": "New",
        "return": -0.20352,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-02-28",
        "end": "2025-03-07",
        "tenure": "New",
        "return": -0.008117,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-05-02",
        "tenure": "Developing",
        "return": 0.037258,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-09",
        "end": "2025-08-29",
        "tenure": "Established",
        "return": 0.10347,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-02-06",
        "tenure": "Established",
        "return": 0.089635,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-02-27",
        "tenure": "New",
        "return": -0.102341,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-27",
        "end": "2026-07-24",
        "tenure": "Established",
        "return": -0.000729,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
        "start": "2026-07-31",
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        "return": -0.047122,
        "active": true
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    ],
    "chart_path": [
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        "modifier": "Early contraction",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "activity_lines": [
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      },
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "stage": 4,
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 88903.25,
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      {
        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "energy": 53.793482,
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      },
      {
        "date": "2026-07-03",
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        "volume": 1361,
        "typical_volume": 79783.7,
        "trend": 262.469665,
        "fair_value": 226.562435,
        "relative_strength": -16.286595,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 91111.1,
        "trend": 260.385665,
        "fair_value": 227.277051,
        "relative_strength": -12.441605,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -38.081602,
        "energy": 25.309995,
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      },
      {
        "date": "2026-07-17",
        "close": 238.490005,
        "volume": 94989,
        "typical_volume": 86928.75,
        "trend": 258.510332,
        "fair_value": 227.945,
        "relative_strength": -13.256897,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -31.135052,
        "energy": 25.906216,
        "activity_lines": [
          235.86067,
          228.828547,
          232.949095,
          242.587827
        ]
      },
      {
        "date": "2026-07-24",
        "close": 246.770004,
        "volume": 345230,
        "typical_volume": 101745.1,
        "trend": 256.740332,
        "fair_value": 228.680448,
        "relative_strength": -9.733882,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -13.673095,
        "energy": 21.409171,
        "activity_lines": [
          240.44467,
          232.885093,
          233.709762,
          241.830386
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      },
      {
        "date": "2026-07-31",
        "close": 248.289993,
        "volume": 34874,
        "typical_volume": 95660.15,
        "trend": 254.849998,
        "fair_value": 229.413077,
        "relative_strength": -9.808706,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 0.625876,
        "energy": 18.87296,
        "activity_lines": [
          243.950667,
          236.585455,
          234.669142,
          241.285203
        ]
      },
      {
        "date": "2026-08-07",
        "close": 236.589996,
        "volume": 58500,
        "typical_volume": 96288.45,
        "trend": 252.236332,
        "fair_value": 230.083525,
        "relative_strength": -13.896144,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.725002,
        "energy": 16.533023,
        "activity_lines": [
          242.298665,
          237.658545,
          234.515713,
          240.107139
        ]
      }
    ],
    "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."
    }
  }
}