{
  "ticker": {
    "uuid": "6059b8b8-3aa3-4a6f-88f0-9e9461b39ee9",
    "symbol": "NPV",
    "name": "Nuveen Virginia Quality Municipal Income Fund",
    "exchange": "NYSE",
    "country": "US",
    "assetType": "etf"
  },
  "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": "SPY",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 51.786,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -32.669,
    "architecture_energy": 60.313,
    "architecture_maturity": 5.956,
    "architecture_confidence": 71.507,
    "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": 36.04,
        "rotation_up": 18.89,
        "upward_expansion": 23.53,
        "deceleration": 40.87,
        "rotation_down": 66.13,
        "downward_expansion": 58.19
      },
      "activity_lines": [
        10.954567,
        11.116721,
        11.225625,
        11.246699
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 10.96,
    "trend_reference": 11.2347,
    "distance_from_trend": -0.024451,
    "trend_direction": "Improving",
    "fair_value": 10.385515,
    "distance_from_fair_value": 0.055316,
    "fair_value_direction": "Weakening",
    "relative_strength": -11.771556,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.009643,
    "excess_performance": -0.135268,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.024451,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.012263,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.055316,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.059139,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.117716,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.048086,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.009643,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.58551,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 412696,
      "relative_activity": 1.926872,
      "balance": 0.58551,
      "dry_up": 1.666696,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.022618,
      "annualized_volatility": 0.087068,
      "from_high_reference": -0.050622,
      "from_low_reference": 0.088381
    },
    "levels": {
      "trend_reference": 11.2347,
      "fair_value_reference": 10.385515,
      "structural_low": 10.07,
      "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": 3,
        "median_return": 0.01803,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.040053,
        "regime_survival": 0.333333,
        "best_return": 0.064796,
        "worst_return": 0.010049,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": 0.010519,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.00132,
        "regime_survival": 0.0,
        "best_return": 0.088028,
        "worst_return": -0.066991,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.095156,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.092377,
        "regime_survival": 0.0,
        "best_return": 0.004677,
        "worst_return": -0.19499,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.189549,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.183958,
        "regime_survival": 0.5,
        "best_return": -0.106984,
        "worst_return": -0.272115,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-01-26",
        "end": "2024-04-12",
        "tenure": "Developing",
        "return": 0.003234,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-19",
        "end": "2024-06-14",
        "tenure": "Developing",
        "return": 0.06495,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-06-21",
        "end": "2025-01-03",
        "tenure": "Extended",
        "return": 0.172011,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-10",
        "end": "2025-03-21",
        "tenure": "Developing",
        "return": -0.024156,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-28",
        "end": "2025-09-05",
        "tenure": "Established",
        "return": -0.022286,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-09-12",
        "end": "2025-10-03",
        "tenure": "New",
        "return": -0.001316,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-10",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": 0.002141,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-14",
        "end": "2026-02-06",
        "tenure": "Established",
        "return": 0.01698,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-13",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.028169,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-04-24",
        "tenure": "New",
        "return": 0.018906,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-01",
        "end": "2026-05-22",
        "tenure": "New",
        "return": -0.023783,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-05-29",
        "end": "2026-06-12",
        "tenure": "New",
        "return": -0.001499,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-07-24",
        "tenure": "Developing",
        "return": -0.037754,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.014815,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "date": "2026-04-17",
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      },
      {
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 191077.3,
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        "fair_value": 10.348787,
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        "stage": 3,
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-07-24",
        "close": 10.92,
        "volume": 381321,
        "typical_volume": 195053.05,
        "trend": 11.229064,
        "fair_value": 10.36072,
        "relative_strength": -8.503796,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "mixed",
        "direction": -39.518998,
        "energy": 38.466517,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 10.8,
        "volume": 297307,
        "typical_volume": 201045.2,
        "trend": 11.230988,
        "fair_value": 10.372578,
        "relative_strength": -10.24188,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -54.456406,
        "energy": 69.804551,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 10.96,
        "volume": 412696,
        "typical_volume": 214179.3,
        "trend": 11.2347,
        "fair_value": 10.385515,
        "relative_strength": -11.771556,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.66928,
        "energy": 60.312594,
        "activity_lines": [
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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."
    }
  }
}