{
  "ticker": {
    "uuid": "17f2b451-be2d-4821-84fc-ac1ce78b552c",
    "symbol": "BPOP",
    "name": "Popular Inc",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 70.915,
    "architecture_energy": 67.152,
    "architecture_maturity": 56.691,
    "architecture_confidence": 87.501,
    "architecture_tenure": "Established",
    "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": 1.73,
        "rotation_up": 71.31,
        "upward_expansion": 90.0,
        "deceleration": 57.83,
        "rotation_down": 19.58,
        "downward_expansion": 12.0
      },
      "activity_lines": [
        173.352667,
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        162.450204,
        156.021646
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Stable",
      "price_acceptance": 1.0
    },
    "latest_close": 174.04,
    "trend_reference": 148.020482,
    "distance_from_trend": 0.175783,
    "trend_direction": "Improving",
    "fair_value": 102.346293,
    "distance_from_fair_value": 0.700501,
    "fair_value_direction": "Improving",
    "relative_strength": 12.9454,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.206257,
    "excess_performance": 0.018803,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.175783,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.122472,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.700501,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.119645,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.129454,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.114565,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.206257,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.848282,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1844739,
      "relative_activity": 0.755971,
      "balance": 1.848282,
      "dry_up": 0.95156,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.040516,
      "annualized_volatility": 0.221637,
      "from_high_reference": -0.027709,
      "from_low_reference": 0.629694
    },
    "levels": {
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      "fair_value_reference": 102.346293,
      "structural_low": 123.736524,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 33,
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        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": 0.01042,
        "regime_survival": 0.727273,
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        "worst_return": -0.121429,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
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        "regime_survival": 0.5,
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        "worst_return": -0.173613,
        "sufficient": true
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        "horizon": "Extended",
        "sample_count": 6,
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        "worst_return": 0.033366,
        "sufficient": true
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        "horizon": "Full cycle",
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        "worst_return": -0.051401,
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      {
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      {
        "regime": "balance",
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        "regime": "downward_expansion",
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        "regime": "rotation_up",
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      {
        "date": "2026-04-17",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "relative_strength": 12.293155,
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      },
      {
        "date": "2026-07-17",
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        "volume": 2382090,
        "typical_volume": 2541926.05,
        "trend": 143.168326,
        "fair_value": 100.278838,
        "relative_strength": 17.496284,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.359277,
        "energy": 90.056176,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
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        "volume": 2708865,
        "typical_volume": 2555150.2,
        "trend": 144.740598,
        "fair_value": 100.952,
        "relative_strength": 18.82895,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "direction": 73.551819,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 175.21,
        "volume": 2352387,
        "typical_volume": 2504695.3,
        "trend": 146.430846,
        "fair_value": 101.644697,
        "relative_strength": 19.979585,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 78.763714,
        "energy": 80.155033,
        "activity_lines": [
          172.44,
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          160.467217,
          154.24041
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      },
      {
        "date": "2026-08-07",
        "close": 174.04,
        "volume": 1844739,
        "typical_volume": 2440223.55,
        "trend": 148.020482,
        "fair_value": 102.346293,
        "relative_strength": 12.9454,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 70.914838,
        "energy": 67.151857,
        "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."
    }
  }
}