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  "ticker": {
    "uuid": "5a4cc887-35b3-40a7-9873-7fc8f9866dd1",
    "symbol": "KEYS",
    "name": "Keysight Technologies, Inc.",
    "exchange": "MEX",
    "country": "MX",
    "assetType": "equity"
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  "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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 90.469,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 53.631,
    "architecture_energy": 82.317,
    "architecture_maturity": 69.136,
    "architecture_confidence": 71.378,
    "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."
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      "scores": {
        "balance": 29.6,
        "rotation_up": 46.38,
        "upward_expansion": 73.33,
        "deceleration": 67.17,
        "rotation_down": 28.0,
        "downward_expansion": 37.0
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      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
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    "latest_close": 5854.189941,
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    "distance_from_trend": 0.176705,
    "trend_direction": "Improving",
    "fair_value": 3252.962612,
    "distance_from_fair_value": 0.799649,
    "fair_value_direction": "Weakening",
    "relative_strength": 35.838843,
    "relative_strength_direction": "Weakening",
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    "excess_performance": 0.58178,
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        "label": "Price vs Trend",
        "positive": true,
        "value": 0.176705,
        "read": "Above"
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      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.209181,
        "read": "Rising"
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      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.799649,
        "read": "Premium"
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      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.227433,
        "read": "Moving away"
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      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.358388,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.204969,
        "read": "Weakening"
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      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.527114,
        "read": "Positive"
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      {
        "label": "Volume balance",
        "positive": true,
        "value": 5.787286,
        "read": "Demand-led"
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      "dry_up": 0.279957,
      "accumulation_observations": 1,
      "distribution_observations": 2
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      "annualized_volatility": 0.651966,
      "from_high_reference": -0.062697,
      "from_low_reference": 1.008298
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      },
      {
        "date": "2026-05-15",
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        "relative_strength": 62.923213,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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      },
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        "date": "2026-05-22",
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        "typical_volume": 34.75,
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-05-29",
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        "volume": 4656,
        "typical_volume": 267.55,
        "trend": 4114.413997,
        "fair_value": 3052.121651,
        "relative_strength": 46.645953,
        "stage": 2,
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        "modifier": "Re-accelerating",
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      },
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        "date": "2026-06-05",
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        "volume": 0,
        "typical_volume": 267.55,
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        "fair_value": 3071.692164,
        "relative_strength": 53.460624,
        "stage": 2,
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        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 67.92288,
        "energy": 68.61018,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "trend": 4308.454671,
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        "relative_strength": 50.405192,
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        "modifier": "Re-accelerating",
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        "activity_lines": [
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      },
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        "date": "2026-06-26",
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        "relative_strength": 48.678786,
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      },
      {
        "date": "2026-07-03",
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        "volume": 0,
        "typical_volume": 264.7,
        "trend": 4585.218009,
        "fair_value": 3152.769087,
        "relative_strength": 47.342807,
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      },
      {
        "date": "2026-07-10",
        "close": 6022.0,
        "volume": 0,
        "typical_volume": 264.7,
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        "fair_value": 3173.038318,
        "relative_strength": 46.939938,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 67.102213,
        "energy": 65.328224,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 6022.0,
        "volume": 0,
        "typical_volume": 264.7,
        "trend": 4743.396671,
        "fair_value": 3193.288318,
        "relative_strength": 45.044025,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 64.986231,
        "energy": 63.10169,
        "activity_lines": [
          6022.0,
          5996.378542,
          5711.765799,
          5282.642187
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      },
      {
        "date": "2026-07-24",
        "close": 6022.0,
        "volume": 0,
        "typical_volume": 264.7,
        "trend": 4822.486003,
        "fair_value": 3213.538318,
        "relative_strength": 43.955557,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 65.949961,
        "energy": 87.978258,
        "activity_lines": [
          6022.0,
          6003.064,
          5785.823896,
          5365.132724
        ]
      },
      {
        "date": "2026-07-31",
        "close": 6022.0,
        "volume": 0,
        "typical_volume": 264.7,
        "trend": 4901.575334,
        "fair_value": 3233.788318,
        "relative_strength": 41.226557,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.573131,
        "energy": 87.405906,
        "activity_lines": [
          6022.0,
          6013.818182,
          5849.460563,
          5442.520724
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5854.189941,
        "volume": 314,
        "typical_volume": 280.4,
        "trend": 4975.070996,
        "fair_value": 3252.962612,
        "relative_strength": 35.838843,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 53.630795,
        "energy": 82.317087,
        "activity_lines": [
          5966.063314,
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          5886.693892,
          5503.979731
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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."
    }
  }
}