{
  "ticker": {
    "uuid": "0985d078-da6e-4264-948b-cea9555031ee",
    "symbol": "HBA",
    "name": "Hamilton Australian Bank Equal-Weight Index ETF",
    "exchange": "TOR",
    "country": "CA",
    "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": "^GSPTSE",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 48.992,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Value reclamation",
    "architecture_gate": "mixed",
    "architecture_direction": 47.395,
    "architecture_energy": 69.74,
    "architecture_maturity": 7.881,
    "architecture_confidence": 74.228,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 25.11,
        "rotation_up": 78.02,
        "upward_expansion": 58.61,
        "deceleration": 15.07,
        "rotation_down": 14.09,
        "downward_expansion": 28.95
      },
      "activity_lines": [
        31.725999,
        31.158823,
        30.731088,
        30.807522
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 32.349998,
    "trend_reference": 30.85306,
    "distance_from_trend": 0.048518,
    "trend_direction": "Improving",
    "fair_value": 26.008398,
    "distance_from_fair_value": 0.243829,
    "fair_value_direction": "Improving",
    "relative_strength": -5.524095,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.063246,
    "excess_performance": -0.057176,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.048518,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.013097,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.243829,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.01558,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.055241,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.029794,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.063246,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.430108,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 5400,
      "relative_activity": 0.470178,
      "balance": 2.430108,
      "dry_up": 0.735742,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.022408,
      "annualized_volatility": 0.219628,
      "from_high_reference": -0.03158,
      "from_low_reference": 0.148227
    },
    "levels": {
      "trend_reference": 30.85306,
      "fair_value_reference": 26.008398,
      "structural_low": 28.843044,
      "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": 5,
        "median_return": 0.010462,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.009003,
        "regime_survival": 0.4,
        "best_return": 0.028341,
        "worst_return": -0.042318,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.054489,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.008842,
        "regime_survival": 0.0,
        "best_return": 0.100127,
        "worst_return": -0.066286,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.049235,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.111422,
        "regime_survival": 0.0,
        "best_return": 0.103338,
        "worst_return": -0.055267,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.038033,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.135773,
        "regime_survival": 0.0,
        "best_return": 0.08741,
        "worst_return": -0.011343,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-26",
        "end": "2024-05-17",
        "tenure": "New",
        "return": 0.059149,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-24",
        "end": "2024-12-20",
        "tenure": "Extended",
        "return": 0.150549,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-27",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": 0.038528,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-03-14",
        "tenure": "Developing",
        "return": -0.116525,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-21",
        "end": "2025-05-09",
        "tenure": "Developing",
        "return": 0.061185,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-16",
        "end": "2025-05-23",
        "tenure": "New",
        "return": -0.005342,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-30",
        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.028341,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-04",
        "end": "2025-11-14",
        "tenure": "Established",
        "return": 0.038276,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-21",
        "end": "2026-02-13",
        "tenure": "Established",
        "return": 0.127442,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-20",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.09161,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-05-15",
        "tenure": "Developing",
        "return": -0.040224,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-05-22",
        "end": "2026-07-10",
        "tenure": "Developing",
        "return": 0.02489,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-17",
        "end": "2026-07-24",
        "tenure": "New",
        "return": 0.004473,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.024382,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 18.046362,
        "volume": 39100,
        "typical_volume": 12015.0,
        "trend": 18.088091,
        "fair_value": 16.874091,
        "relative_strength": 0.525104,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 28.11752,
        "energy": 35.784055,
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      },
      {
        "date": "2023-08-25",
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      },
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      },
      {
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      },
      {
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      },
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        "typical_volume": 14815.0,
        "trend": 30.509792,
        "fair_value": 24.807971,
        "relative_strength": -8.074799,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 45.762584,
        "energy": 29.727607,
        "activity_lines": [
          31.575114,
          31.483175,
          31.260964,
          30.875394
        ]
      },
      {
        "date": "2026-05-01",
        "close": 30.456434,
        "volume": 9000,
        "typical_volume": 14655.0,
        "trend": 30.502448,
        "fair_value": 24.890794,
        "relative_strength": -8.88835,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 24.194695,
        "energy": 18.056931,
        "activity_lines": [
          31.260811,
          31.264291,
          31.223709,
          30.871952
        ]
      },
      {
        "date": "2026-05-08",
        "close": 30.674191,
        "volume": 18000,
        "typical_volume": 15255.0,
        "trend": 30.527837,
        "fair_value": 24.973914,
        "relative_strength": -8.503493,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 11.46,
        "energy": 9.789989,
        "activity_lines": [
          31.010446,
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          31.202549,
          30.883032
        ]
      },
      {
        "date": "2026-05-15",
        "close": 29.417133,
        "volume": 15500,
        "typical_volume": 15630.0,
        "trend": 30.491729,
        "fair_value": 25.047384,
        "relative_strength": -11.327995,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -30.038398,
        "energy": 29.159524,
        "activity_lines": [
          30.339449,
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          31.056876,
          30.811374
        ]
      },
      {
        "date": "2026-05-22",
        "close": 30.149591,
        "volume": 5800,
        "typical_volume": 15640.0,
        "trend": 30.476443,
        "fair_value": 25.128129,
        "relative_strength": -10.519625,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -17.394316,
        "energy": 31.470212,
        "activity_lines": [
          30.146129,
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          30.983133,
          30.7893
        ]
      },
      {
        "date": "2026-05-29",
        "close": 29.822954,
        "volume": 7100,
        "typical_volume": 15425.0,
        "trend": 30.454188,
        "fair_value": 25.207221,
        "relative_strength": -11.917576,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -24.432108,
        "energy": 43.726113,
        "activity_lines": [
          29.984623,
          30.472683,
          30.877005,
          30.74714
        ]
      },
      {
        "date": "2026-06-05",
        "close": 28.882637,
        "volume": 3900,
        "typical_volume": 15390.0,
        "trend": 30.408755,
        "fair_value": 25.282591,
        "relative_strength": -13.437516,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -39.109422,
        "energy": 58.118636,
        "activity_lines": [
          29.577482,
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          30.679103,
          30.645749
        ]
      },
      {
        "date": "2026-06-12",
        "close": 29.496317,
        "volume": 400,
        "typical_volume": 15255.0,
        "trend": 30.41219,
        "fair_value": 25.356898,
        "relative_strength": -12.570931,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.1283,
        "energy": 49.398414,
        "activity_lines": [
          29.479821,
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          30.545391,
          30.586882
        ]
      },
      {
        "date": "2026-06-19",
        "close": 29.872446,
        "volume": 7400,
        "typical_volume": 14305.0,
        "trend": 30.445473,
        "fair_value": 25.436471,
        "relative_strength": -11.198215,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -29.627675,
        "energy": 38.902216,
        "activity_lines": [
          29.586061,
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          30.448063,
          30.55206
        ]
      },
      {
        "date": "2026-06-26",
        "close": 30.288166,
        "volume": 5000,
        "typical_volume": 14270.0,
        "trend": 30.495879,
        "fair_value": 25.515223,
        "relative_strength": -9.646486,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -25.782898,
        "energy": 25.408371,
        "activity_lines": [
          29.80052,
          29.836588,
          30.388107,
          30.541911
        ]
      },
      {
        "date": "2026-07-03",
        "close": 30.27,
        "volume": 1400,
        "typical_volume": 11980.0,
        "trend": 30.542741,
        "fair_value": 25.595977,
        "relative_strength": -10.04657,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -38.9058,
        "energy": 21.932538,
        "activity_lines": [
          29.999685,
          29.887499,
          30.327075,
          30.527338
        ]
      },
      {
        "date": "2026-07-10",
        "close": 30.9,
        "volume": 15400,
        "typical_volume": 12320.0,
        "trend": 30.590027,
        "fair_value": 25.676811,
        "relative_strength": -8.005155,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -18.520842,
        "energy": 18.580079,
        "activity_lines": [
          30.379047,
          30.06332,
          30.336919,
          30.550387
        ]
      },
      {
        "date": "2026-07-17",
        "close": 31.299999,
        "volume": 2900,
        "typical_volume": 12070.0,
        "trend": 30.64444,
        "fair_value": 25.757031,
        "relative_strength": -6.41051,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 16.14576,
        "energy": 24.577994,
        "activity_lines": [
          30.757252,
          30.303803,
          30.396691,
          30.596192
        ]
      },
      {
        "date": "2026-07-24",
        "close": 31.440001,
        "volume": 21000,
        "typical_volume": 11495.0,
        "trend": 30.696663,
        "fair_value": 25.837369,
        "relative_strength": -6.049764,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 29.839839,
        "energy": 38.665762,
        "activity_lines": [
          31.061878,
          30.558362,
          30.477441,
          30.647519
        ]
      },
      {
        "date": "2026-07-31",
        "close": 31.58,
        "volume": 4500,
        "typical_volume": 11420.0,
        "trend": 30.753285,
        "fair_value": 25.920499,
        "relative_strength": -4.981232,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 32.985418,
        "energy": 54.021989,
        "activity_lines": [
          31.308667,
          30.801596,
          30.568579,
          30.704508
        ]
      },
      {
        "date": "2026-08-07",
        "close": 32.349998,
        "volume": 5400,
        "typical_volume": 11485.0,
        "trend": 30.85306,
        "fair_value": 26.008398,
        "relative_strength": -5.524095,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 47.395014,
        "energy": 69.739509,
        "activity_lines": [
          31.725999,
          31.158823,
          30.731088,
          30.807522
        ]
      }
    ],
    "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."
    }
  }
}