{
  "ticker": {
    "uuid": "9b068e2e-68c4-4714-ba8e-f34e92c36b78",
    "symbol": "LIN",
    "name": "Linedata Services S.A.",
    "exchange": "PAR",
    "country": "FR",
    "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": "^FCHI",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 64.961,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 58.4,
    "architecture_energy": 65.266,
    "architecture_maturity": 7.953,
    "architecture_confidence": 63.602,
    "architecture_tenure": "New",
    "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": 38.23,
        "rotation_up": 68.54,
        "upward_expansion": 84.73,
        "deceleration": 48.12,
        "rotation_down": 8.67,
        "downward_expansion": 13.73
      },
      "activity_lines": [
        44.86408,
        43.632345,
        42.749631,
        42.321217
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 44.0,
    "trend_reference": 41.928145,
    "distance_from_trend": 0.049414,
    "trend_direction": "Weakening",
    "fair_value": 60.774133,
    "distance_from_fair_value": -0.276008,
    "fair_value_direction": "Improving",
    "relative_strength": -10.617978,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.052632,
    "excess_performance": -0.00068,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.049414,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.021742,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.276008,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.047431,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.10618,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.137452,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.052632,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.040954,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3702,
      "relative_activity": 0.986424,
      "balance": 1.040954,
      "dry_up": 1.155424,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.065011,
      "annualized_volatility": 0.332269,
      "from_high_reference": -0.320988,
      "from_low_reference": 0.179625
    },
    "levels": {
      "trend_reference": 41.928145,
      "fair_value_reference": 60.774133,
      "structural_low": 37.299999,
      "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": 21,
        "median_return": 0.00474,
        "positive_rate": 0.52381,
        "directional_follow_through": 0.52381,
        "median_excess_return": -0.009724,
        "regime_survival": 0.714286,
        "best_return": 0.189136,
        "worst_return": -0.119298,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.00641,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.022216,
        "regime_survival": 0.375,
        "best_return": 0.122977,
        "worst_return": -0.047901,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.015317,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.038451,
        "regime_survival": 0.0,
        "best_return": 0.145631,
        "worst_return": -0.0225,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.098474,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.092122,
        "regime_survival": 0.25,
        "best_return": 0.423536,
        "worst_return": -0.454262,
        "sufficient": false
      }
    ],
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Established",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "Developing",
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        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
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        "active": false
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        "regime": "downward_expansion",
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        "tenure": "Developing",
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        "active": false
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        "regime": "rotation_up",
        "label": "Rotation Up",
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        "typical_volume": 3912.05,
        "trend": 44.523333,
        "fair_value": 61.489342,
        "relative_strength": -21.517037,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 1.410616,
        "energy": 20.952425,
        "activity_lines": [
          43.806667,
          42.3,
          42.079523,
          42.827527
        ]
      },
      {
        "date": "2026-05-01",
        "close": 43.299999,
        "volume": 17854,
        "typical_volume": 4701.8,
        "trend": 44.026667,
        "fair_value": 61.494101,
        "relative_strength": -22.21405,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -1.450786,
        "energy": 23.645346,
        "activity_lines": [
          43.886667,
          42.663636,
          42.127142,
          42.748602
        ]
      },
      {
        "date": "2026-05-08",
        "close": 41.599998,
        "volume": 899,
        "typical_volume": 4697.15,
        "trend": 43.633333,
        "fair_value": 61.48737,
        "relative_strength": -24.363153,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.842613,
        "energy": 17.382759,
        "activity_lines": [
          43.266666,
          42.663636,
          42.023333,
          42.592043
        ]
      },
      {
        "date": "2026-05-15",
        "close": 40.599998,
        "volume": 3010,
        "typical_volume": 4734.75,
        "trend": 43.253333,
        "fair_value": 61.472449,
        "relative_strength": -23.864707,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -36.274622,
        "energy": 16.781039,
        "activity_lines": [
          42.206666,
          42.44909,
          41.849523,
          42.396344
        ]
      },
      {
        "date": "2026-05-22",
        "close": 39.700001,
        "volume": 2884,
        "typical_volume": 4786.85,
        "trend": 42.943333,
        "fair_value": 61.445828,
        "relative_strength": -26.18425,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.129723,
        "energy": 31.391227,
        "activity_lines": [
          41.113333,
          42.032727,
          41.621428,
          42.167096
        ]
      },
      {
        "date": "2026-05-29",
        "close": 42.400002,
        "volume": 7239,
        "typical_volume": 5118.55,
        "trend": 42.86,
        "fair_value": 61.421689,
        "relative_strength": -20.536768,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -32.724702,
        "energy": 25.083351,
        "activity_lines": [
          41.273334,
          42.076364,
          41.679523,
          42.132043
        ]
      },
      {
        "date": "2026-06-05",
        "close": 40.900002,
        "volume": 4307,
        "typical_volume": 5228.35,
        "trend": 42.723333,
        "fair_value": 61.382596,
        "relative_strength": -22.432376,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -39.828634,
        "energy": 27.341866,
        "activity_lines": [
          41.066668,
          41.823637,
          41.615238,
          42.005591
        ]
      },
      {
        "date": "2026-06-12",
        "close": 40.103771,
        "volume": 2480,
        "typical_volume": 4944.45,
        "trend": 42.583459,
        "fair_value": 61.330097,
        "relative_strength": -23.917669,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -54.614207,
        "energy": 37.61185,
        "activity_lines": [
          40.754591,
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          41.49274,
          41.836587
        ]
      },
      {
        "date": "2026-06-19",
        "close": 40.687805,
        "volume": 115,
        "typical_volume": 4164.95,
        "trend": 42.473052,
        "fair_value": 61.276598,
        "relative_strength": -22.154458,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.722716,
        "energy": 25.919674,
        "activity_lines": [
          40.736941,
          41.147491,
          41.427275,
          41.714287
        ]
      },
      {
        "date": "2026-06-26",
        "close": 39.617073,
        "volume": 2015,
        "typical_volume": 4108.7,
        "trend": 42.310288,
        "fair_value": 61.202001,
        "relative_strength": -22.704247,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -59.401463,
        "energy": 42.307237,
        "activity_lines": [
          40.356527,
          40.738021,
          41.268465,
          41.53003
        ]
      },
      {
        "date": "2026-07-03",
        "close": 41.174503,
        "volume": 157,
        "typical_volume": 3894.8,
        "trend": 42.202772,
        "fair_value": 61.132058,
        "relative_strength": -19.511941,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.876698,
        "energy": 29.944188,
        "activity_lines": [
          40.500784,
          40.709592,
          41.268376,
          41.456754
        ]
      },
      {
        "date": "2026-07-10",
        "close": 41.661198,
        "volume": 1014,
        "typical_volume": 3640.25,
        "trend": 42.074812,
        "fair_value": 61.030991,
        "relative_strength": -15.616909,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -34.106509,
        "energy": 17.775635,
        "activity_lines": [
          40.888973,
          40.828298,
          41.316666,
          41.421814
        ]
      },
      {
        "date": "2026-07-17",
        "close": 47.0,
        "volume": 2088,
        "typical_volume": 3680.45,
        "trend": 42.078145,
        "fair_value": 60.971485,
        "relative_strength": -3.580106,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 41.635333,
        "energy": 32.13544,
        "activity_lines": [
          43.006017,
          41.947491,
          41.866931,
          41.739568
        ]
      },
      {
        "date": "2026-07-24",
        "close": 47.5,
        "volume": 6375,
        "typical_volume": 3900.55,
        "trend": 42.088145,
        "fair_value": 60.911515,
        "relative_strength": -1.807974,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 74.961372,
        "energy": 69.212544,
        "activity_lines": [
          44.829978,
          43.059412,
          42.430529,
          42.089365
        ]
      },
      {
        "date": "2026-07-31",
        "close": 43.700001,
        "volume": 5180,
        "typical_volume": 3652.75,
        "trend": 42.018145,
        "fair_value": 60.840639,
        "relative_strength": -10.000211,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.657165,
        "energy": 63.264786,
        "activity_lines": [
          44.933127,
          43.354969,
          42.589366,
          42.193355
        ]
      },
      {
        "date": "2026-08-07",
        "close": 44.0,
        "volume": 3702,
        "typical_volume": 3752.95,
        "trend": 41.928145,
        "fair_value": 60.774133,
        "relative_strength": -10.617978,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.399712,
        "energy": 65.265792,
        "activity_lines": [
          44.86408,
          43.632345,
          42.749631,
          42.321217
        ]
      }
    ],
    "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."
    }
  }
}