{
  "ticker": {
    "uuid": "cd37c741-8b33-4b43-b552-7cb8b4a49479",
    "symbol": "E1CO34",
    "name": "Ecopetrol S.A.",
    "exchange": "SAO",
    "country": "BR",
    "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": "^BVSP",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 79.558,
    "architecture_energy": 69.478,
    "architecture_maturity": 40.0,
    "architecture_confidence": 86.646,
    "architecture_tenure": "Developing",
    "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": 8.18,
        "rotation_up": 72.08,
        "upward_expansion": 88.95,
        "deceleration": 45.52,
        "rotation_down": 14.4,
        "downward_expansion": 13.28
      },
      "activity_lines": [
        42.727333,
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        37.897188
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 45.310001,
    "trend_reference": 35.844463,
    "distance_from_trend": 0.264073,
    "trend_direction": "Improving",
    "fair_value": 25.466166,
    "distance_from_fair_value": 0.779223,
    "fair_value_direction": "Improving",
    "relative_strength": 42.195829,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.484958,
    "excess_performance": 0.542006,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.264073,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.164581,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.779223,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.467239,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.421958,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.440389,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.484958,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.60705,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4863,
      "relative_activity": 0.275779,
      "balance": 3.60705,
      "dry_up": 0.480118,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.077789,
      "annualized_volatility": 0.452081,
      "from_high_reference": -0.015,
      "from_low_reference": 1.0628
    },
    "levels": {
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      "fair_value_reference": 25.466166,
      "structural_low": 28.64083,
      "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": 25,
        "median_return": -0.012708,
        "positive_rate": 0.44,
        "directional_follow_through": 0.44,
        "median_excess_return": -0.041776,
        "regime_survival": 0.76,
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        "worst_return": -0.19989,
        "sufficient": true
      },
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        "horizon": "Intermediate",
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        "sufficient": true
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        "horizon": "Extended",
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      {
        "date": "2026-05-01",
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 25846.0,
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      },
      {
        "date": "2026-06-05",
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        "trend": 31.239024,
        "fair_value": 24.060807,
        "relative_strength": 32.635581,
        "stage": 2,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "fair_value": 24.222495,
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "trend": 33.198566,
        "fair_value": 24.682378,
        "relative_strength": 23.8142,
        "stage": 2,
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 20547.5,
        "trend": 33.677896,
        "fair_value": 24.830434,
        "relative_strength": 24.479758,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 59.485649,
        "energy": 44.935776,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 40.880001,
        "volume": 5996,
        "typical_volume": 20520.95,
        "trend": 34.224027,
        "fair_value": 24.983582,
        "relative_strength": 30.619525,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 64.695027,
        "energy": 41.547365,
        "activity_lines": [
          39.837333,
          39.593455,
          37.676574,
          36.31702
        ]
      },
      {
        "date": "2026-07-24",
        "close": 40.639999,
        "volume": 14826,
        "typical_volume": 19589.5,
        "trend": 34.723321,
        "fair_value": 25.133205,
        "relative_strength": 28.750094,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 61.590606,
        "energy": 40.879333,
        "activity_lines": [
          40.037333,
          39.949636,
          38.067093,
          36.730954
        ]
      },
      {
        "date": "2026-07-31",
        "close": 42.759998,
        "volume": 8180,
        "typical_volume": 18325.45,
        "trend": 35.270042,
        "fair_value": 25.292692,
        "relative_strength": 31.418552,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 70.146214,
        "energy": 48.169366,
        "activity_lines": [
          41.114666,
          40.570545,
          38.619613,
          37.249449
        ]
      },
      {
        "date": "2026-08-07",
        "close": 45.310001,
        "volume": 4863,
        "typical_volume": 17633.7,
        "trend": 35.844463,
        "fair_value": 25.466166,
        "relative_strength": 42.195829,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 79.558018,
        "energy": 69.477773,
        "activity_lines": [
          42.727333,
          41.510909,
          39.375133,
          37.897188
        ]
      }
    ],
    "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."
    }
  }
}