{
  "ticker": {
    "uuid": "71f5acf7-03ae-4829-90f5-c78110b79e1f",
    "symbol": "5438",
    "name": "Teco Image Systems Co., Ltd.",
    "exchange": "TWO",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -57.594,
    "architecture_energy": 63.732,
    "architecture_maturity": 11.613,
    "architecture_confidence": 82.244,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 26.11,
        "rotation_up": 12.42,
        "upward_expansion": 16.16,
        "deceleration": 34.83,
        "rotation_down": 68.82,
        "downward_expansion": 87.16
      },
      "activity_lines": [
        17.033333,
        17.625275,
        17.976203,
        18.302227
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 17.15,
    "trend_reference": 18.953702,
    "distance_from_trend": -0.095164,
    "trend_direction": "Weakening",
    "fair_value": 19.690453,
    "distance_from_fair_value": -0.12902,
    "fair_value_direction": "Weakening",
    "relative_strength": -41.864331,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.175209,
    "excess_performance": -0.616581,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.095164,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.048851,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.12902,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.033898,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.418643,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.007001,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.175209,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.626164,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 360010,
      "relative_activity": 0.580032,
      "balance": 1.626164,
      "dry_up": 0.709408,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.080617,
      "annualized_volatility": 0.264226,
      "from_high_reference": -0.438468,
      "from_low_reference": 0.12459
    },
    "levels": {
      "trend_reference": 18.953702,
      "fair_value_reference": 19.690453,
      "structural_low": 15.25,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 23,
        "median_return": 0.003344,
        "positive_rate": 0.521739,
        "directional_follow_through": 0.478261,
        "median_excess_return": -0.017079,
        "regime_survival": 0.782609,
        "best_return": 0.428211,
        "worst_return": -0.186975,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.00652,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.071272,
        "regime_survival": 0.5,
        "best_return": 1.14759,
        "worst_return": -0.165966,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.160239,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": 0.077684,
        "regime_survival": 0.0,
        "best_return": 0.563253,
        "worst_return": -0.120588,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.013078,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.164877,
        "regime_survival": 0.333333,
        "best_return": 0.560447,
        "worst_return": -0.178411,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-13",
        "end": "2024-09-20",
        "tenure": "New",
        "return": 0.123913,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-09-27",
        "end": "2024-12-06",
        "tenure": "Developing",
        "return": 0.146667,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-13",
        "end": "2025-01-24",
        "tenure": "Developing",
        "return": -0.134191,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-07",
        "end": "2025-02-21",
        "tenure": "New",
        "return": 0.059184,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-28",
        "end": "2025-03-21",
        "tenure": "New",
        "return": -0.01996,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-28",
        "end": "2025-08-15",
        "tenure": "Established",
        "return": -0.141656,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-22",
        "end": "2025-08-29",
        "tenure": "New",
        "return": 0.046914,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-09-05",
        "end": "2025-09-19",
        "tenure": "New",
        "return": -0.077453,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-26",
        "end": "2025-10-24",
        "tenure": "Developing",
        "return": -0.193103,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-31",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": 0.019651,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-02",
        "end": "2026-03-13",
        "tenure": "Developing",
        "return": -0.115468,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-20",
        "end": "2026-07-03",
        "tenure": "Established",
        "return": 0.012718,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-10",
        "end": "2026-07-31",
        "tenure": "New",
        "return": -0.146214,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-08-07",
        "end": "2026-08-14",
        "tenure": "New",
        "return": 0.017804,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-11",
        "close": 15.69873,
        "volume": 345000,
        "typical_volume": 284300.0,
        "trend": 16.973924,
        "fair_value": 13.857356,
        "relative_strength": -9.595295,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "up",
        "direction": -10.907015,
        "energy": 14.234536,
        "activity_lines": [
          17.377496,
          17.791638,
          17.821386,
          17.501962
        ]
      },
      {
        "date": "2023-08-18",
        "close": 15.245009,
        "volume": 336000,
        "typical_volume": 291300.0,
        "trend": 16.989485,
        "fair_value": 13.89192,
        "relative_strength": -10.994271,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -39.06427,
        "energy": 47.893766,
        "activity_lines": [
          16.524501,
          17.297476,
          17.59515,
          17.39042
        ]
      },
      {
        "date": "2023-08-25",
        "close": 15.426497,
        "volume": 132000,
        "typical_volume": 289250.0,
        "trend": 17.011095,
        "fair_value": 13.927099,
        "relative_strength": -10.420921,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -35.968158,
        "energy": 64.344161,
        "activity_lines": [
          15.946764,
          16.882528,
          17.391981,
          17.289582
        ]
      },
      {
        "date": "2023-09-01",
        "close": 15.880219,
        "volume": 63000,
        "typical_volume": 284150.0,
        "trend": 17.010959,
        "fair_value": 13.964087,
        "relative_strength": -8.649583,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -27.404227,
        "energy": 65.171389,
        "activity_lines": [
          15.735028,
          16.597097,
          17.235258,
          17.216622
        ]
      },
      {
        "date": "2023-09-08",
        "close": 15.69873,
        "volume": 46000,
        "typical_volume": 265500.0,
        "trend": 17.003297,
        "fair_value": 14.000736,
        "relative_strength": -9.152019,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -36.552397,
        "energy": 69.259591,
        "activity_lines": [
          15.632184,
          16.323214,
          17.062956,
          17.131962
        ]
      },
      {
        "date": "2023-09-15",
        "close": 15.744103,
        "volume": 72000,
        "typical_volume": 257050.0,
        "trend": 17.000098,
        "fair_value": 14.037126,
        "relative_strength": -10.579781,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.931999,
        "energy": 60.490666,
        "activity_lines": [
          15.683606,
          16.107079,
          16.89944,
          17.050724
        ]
      },
      {
        "date": "2023-09-22",
        "close": 15.925591,
        "volume": 44000,
        "typical_volume": 164400.0,
        "trend": 17.007373,
        "fair_value": 14.074405,
        "relative_strength": -6.172832,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -58.384767,
        "energy": 47.250577,
        "activity_lines": [
          15.792499,
          15.966013,
          16.759355,
          16.981401
        ]
      },
      {
        "date": "2023-09-29",
        "close": 15.69873,
        "volume": 51000,
        "typical_volume": 145950.0,
        "trend": 16.993812,
        "fair_value": 14.107209,
        "relative_strength": -7.289026,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.861802,
        "energy": 45.748105,
        "activity_lines": [
          15.7804,
          15.829897,
          16.614955,
          16.896972
        ]
      },
      {
        "date": "2023-10-06",
        "close": 15.880219,
        "volume": 100000,
        "typical_volume": 141550.0,
        "trend": 16.981876,
        "fair_value": 14.141726,
        "relative_strength": -6.94009,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -45.471485,
        "energy": 37.202142,
        "activity_lines": [
          15.810648,
          15.7804,
          16.497362,
          16.825127
        ]
      },
      {
        "date": "2023-10-13",
        "close": 15.834847,
        "volume": 16000,
        "typical_volume": 135000.0,
        "trend": 16.994976,
        "fair_value": 14.178973,
        "relative_strength": -8.418954,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -45.007555,
        "energy": 36.661547,
        "activity_lines": [
          15.825772,
          15.768851,
          16.385371,
          16.751125
        ]
      },
      {
        "date": "2023-10-20",
        "close": 15.925591,
        "volume": 47000,
        "typical_volume": 131400.0,
        "trend": 16.988977,
        "fair_value": 14.217076,
        "relative_strength": -5.726405,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -43.497599,
        "energy": 33.538998,
        "activity_lines": [
          15.86207,
          15.809273,
          16.288788,
          16.682133
        ]
      },
      {
        "date": "2023-10-27",
        "close": 15.290382,
        "volume": 117000,
        "typical_volume": 126500.0,
        "trend": 16.950006,
        "fair_value": 14.250283,
        "relative_strength": -7.563745,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.167932,
        "energy": 43.130453,
        "activity_lines": [
          15.674532,
          15.730079,
          16.140784,
          16.572546
        ]
      },
      {
        "date": "2023-11-03",
        "close": 15.834847,
        "volume": 284000,
        "typical_volume": 133100.0,
        "trend": 16.940982,
        "fair_value": 14.285607,
        "relative_strength": -6.254501,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.258213,
        "energy": 34.726671,
        "activity_lines": [
          15.71083,
          15.749052,
          16.056521,
          16.5006
        ]
      },
      {
        "date": "2023-11-10",
        "close": 15.789474,
        "volume": 47000,
        "typical_volume": 132400.0,
        "trend": 16.926021,
        "fair_value": 14.320915,
        "relative_strength": -7.27088,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -51.341078,
        "energy": 35.712504,
        "activity_lines": [
          15.722929,
          15.752352,
          15.978309,
          16.42631
        ]
      },
      {
        "date": "2023-11-17",
        "close": 15.789474,
        "volume": 49000,
        "typical_volume": 126050.0,
        "trend": 16.897787,
        "fair_value": 14.357871,
        "relative_strength": -9.986001,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -50.883271,
        "energy": 35.642091,
        "activity_lines": [
          15.741077,
          15.757302,
          15.912195,
          16.352984
        ]
      },
      {
        "date": "2023-11-24",
        "close": 15.607986,
        "volume": 73000,
        "typical_volume": 118750.0,
        "trend": 16.850229,
        "fair_value": 14.391741,
        "relative_strength": -11.240531,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.837893,
        "energy": 33.42064,
        "activity_lines": [
          15.701755,
          15.727603,
          15.841328,
          16.269771
        ]
      },
      {
        "date": "2023-12-01",
        "close": 15.653358,
        "volume": 93000,
        "typical_volume": 114700.0,
        "trend": 16.720116,
        "fair_value": 14.426452,
        "relative_strength": -11.576877,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -52.788451,
        "energy": 32.906489,
        "activity_lines": [
          15.69873,
          15.70863,
          15.78645,
          16.192553
        ]
      },
      {
        "date": "2023-12-08",
        "close": 15.517241,
        "volume": 103000,
        "typical_volume": 111250.0,
        "trend": 16.64741,
        "fair_value": 14.460564,
        "relative_strength": -11.918897,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.72582,
        "energy": 35.186369,
        "activity_lines": [
          15.626134,
          15.669857,
          15.732003,
          16.114949
        ]
      },
      {
        "date": "2023-12-15",
        "close": 15.69873,
        "volume": 164000,
        "typical_volume": 114200.0,
        "trend": 16.571905,
        "fair_value": 14.494192,
        "relative_strength": -12.135618,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -50.404006,
        "energy": 32.116338,
        "activity_lines": [
          15.635209,
          15.667382,
          15.709749,
          16.053743
        ]
      },
      {
        "date": "2023-12-22",
        "close": 15.426497,
        "volume": 191000,
        "typical_volume": 118650.0,
        "trend": 16.510923,
        "fair_value": 14.526624,
        "relative_strength": -13.032732,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.570876,
        "energy": 35.082222,
        "activity_lines": [
          15.559589,
          15.61871,
          15.674532,
          15.979846
        ]
      },
      {
        "date": "2023-12-29",
        "close": 15.471869,
        "volume": 141000,
        "typical_volume": 108450.0,
        "trend": 16.43228,
        "fair_value": 14.559896,
        "relative_strength": -14.114615,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.485743,
        "energy": 33.995405,
        "activity_lines": [
          15.523291,
          15.585712,
          15.65487,
          15.91281
        ]
      },
      {
        "date": "2024-01-05",
        "close": 15.880219,
        "volume": 2027000,
        "typical_volume": 193000.0,
        "trend": 16.368724,
        "fair_value": 14.595786,
        "relative_strength": -9.530537,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -45.412986,
        "energy": 22.779997,
        "activity_lines": [
          15.632184,
          15.635209,
          15.67518,
          15.877194
        ]
      },
      {
        "date": "2024-01-12",
        "close": 15.562613,
        "volume": 740000,
        "typical_volume": 223400.0,
        "trend": 16.287054,
        "fair_value": 14.628541,
        "relative_strength": -11.064566,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -38.213415,
        "energy": 20.063739,
        "activity_lines": [
          15.620085,
          15.616235,
          15.662216,
          15.825186
        ]
      },
      {
        "date": "2024-01-19",
        "close": 16.061707,
        "volume": 395000,
        "typical_volume": 240000.0,
        "trend": 16.211434,
        "fair_value": 14.662849,
        "relative_strength": -8.932963,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -19.212085,
        "energy": 9.882772,
        "activity_lines": [
          15.771325,
          15.692955,
          15.696137,
          15.810648
        ]
      },
      {
        "date": "2024-01-26",
        "close": 16.152451,
        "volume": 408000,
        "typical_volume": 258100.0,
        "trend": 16.135814,
        "fair_value": 14.69911,
        "relative_strength": -9.854054,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.540184,
        "energy": 10.342985,
        "activity_lines": [
          15.928615,
          15.781225,
          15.737836,
          15.806842
        ]
      },
      {
        "date": "2024-02-02",
        "close": 15.970964,
        "volume": 131000,
        "typical_volume": 261050.0,
        "trend": 16.066244,
        "fair_value": 14.735033,
        "relative_strength": -10.957272,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -10.204489,
        "energy": 12.811388,
        "activity_lines": [
          15.977013,
          15.829897,
          15.76009,
          15.796207
        ]
      },
      {
        "date": "2024-02-09",
        "close": 15.925591,
        "volume": 42000,
        "typical_volume": 260950.0,
        "trend": 15.981549,
        "fair_value": 14.771213,
        "relative_strength": -11.143455,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.502013,
        "energy": 13.918949,
        "activity_lines": [
          15.977013,
          15.86372,
          15.776943,
          15.787133
        ]
      },
      {
        "date": "2024-02-16",
        "close": 16.197824,
        "volume": 61000,
        "typical_volume": 261450.0,
        "trend": 15.89988,
        "fair_value": 14.810512,
        "relative_strength": -11.845848,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 26.513999,
        "energy": 31.679651,
        "activity_lines": [
          16.064732,
          15.94209,
          15.819722,
          15.801086
        ]
      },
      {
        "date": "2024-02-23",
        "close": 18.284939,
        "volume": 3490000,
        "typical_volume": 430950.0,
        "trend": 15.895343,
        "fair_value": 14.863465,
        "relative_strength": -1.886167,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 86.328183,
        "energy": 73.986824,
        "activity_lines": [
          16.80581,
          16.387561,
          16.058898,
          15.954961
        ]
      },
      {
        "date": "2024-03-01",
        "close": 17.286751,
        "volume": 1566000,
        "typical_volume": 508450.0,
        "trend": 15.878706,
        "fair_value": 14.907821,
        "relative_strength": -7.256213,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.882186,
        "energy": 70.335412,
        "activity_lines": [
          17.065942,
          16.604522,
          16.191557,
          16.044729
        ]
      },
      {
        "date": "2024-03-08",
        "close": 16.560801,
        "volume": 521000,
        "typical_volume": 532150.0,
        "trend": 15.907442,
        "fair_value": 14.946975,
        "relative_strength": -14.616902,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.480002,
        "energy": 64.330165,
        "activity_lines": [
          17.008471,
          16.655669,
          16.248165,
          16.088735
        ]
      },
      {
        "date": "2024-03-15",
        "close": 16.560801,
        "volume": 276000,
        "typical_volume": 540100.0,
        "trend": 15.951302,
        "fair_value": 14.98558,
        "relative_strength": -13.904208,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.182084,
        "energy": 57.43416,
        "activity_lines": [
          16.911678,
          16.687017,
          16.301747,
          16.130887
        ]
      },
      {
        "date": "2024-03-22",
        "close": 17.241379,
        "volume": 338000,
        "typical_volume": 542800.0,
        "trend": 16.011798,
        "fair_value": 15.027724,
        "relative_strength": -12.510233,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.095927,
        "energy": 37.848978,
        "activity_lines": [
          16.999396,
          16.829732,
          16.414097,
          16.214118
        ]
      },
      {
        "date": "2024-03-29",
        "close": 16.742289,
        "volume": 136000,
        "typical_volume": 547250.0,
        "trend": 16.040533,
        "fair_value": 15.066668,
        "relative_strength": -14.962812,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.806681,
        "energy": 23.597005,
        "activity_lines": [
          16.851181,
          16.851181,
          16.472216,
          16.261246
        ]
      },
      {
        "date": "2024-04-05",
        "close": 16.651545,
        "volume": 143000,
        "typical_volume": 551950.0,
        "trend": 16.072294,
        "fair_value": 15.10256,
        "relative_strength": -15.270213,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 38.77414,
        "energy": 22.634366,
        "activity_lines": [
          16.775561,
          16.843757,
          16.517156,
          16.300667
        ]
      },
      {
        "date": "2024-04-12",
        "close": 17.059891,
        "volume": 266000,
        "typical_volume": 561600.0,
        "trend": 16.116153,
        "fair_value": 15.142167,
        "relative_strength": -14.527984,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 43.87696,
        "energy": 26.277537,
        "activity_lines": [
          16.878404,
          16.901503,
          16.596881,
          16.364383
        ]
      },
      {
        "date": "2024-04-19",
        "close": 16.787661,
        "volume": 388000,
        "typical_volume": 576350.0,
        "trend": 16.144889,
        "fair_value": 15.178382,
        "relative_strength": -10.312405,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 37.302917,
        "energy": 20.417262,
        "activity_lines": [
          16.857231,
          16.889954,
          16.643766,
          16.407706
        ]
      },
      {
        "date": "2024-04-26",
        "close": 16.923775,
        "volume": 197000,
        "typical_volume": 581050.0,
        "trend": 16.185724,
        "fair_value": 15.206407,
        "relative_strength": -11.80529,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 39.752564,
        "energy": 22.294437,
        "activity_lines": [
          16.866305,
          16.887479,
          16.698212,
          16.457956
        ]
      },
      {
        "date": "2024-05-03",
        "close": 16.878403,
        "volume": 95000,
        "typical_volume": 577600.0,
        "trend": 16.218997,
        "fair_value": 15.235514,
        "relative_strength": -12.20356,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 46.230557,
        "energy": 25.14881,
        "activity_lines": [
          16.881428,
          16.863555,
          16.74164,
          16.502645
        ]
      },
      {
        "date": "2024-05-10",
        "close": 16.651545,
        "volume": 95000,
        "typical_volume": 572800.0,
        "trend": 16.24622,
        "fair_value": 15.26399,
        "relative_strength": -14.378978,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 33.983859,
        "energy": 16.477984,
        "activity_lines": [
          16.811858,
          16.823958,
          16.757844,
          16.530552
        ]
      },
      {
        "date": "2024-05-17",
        "close": 16.833033,
        "volume": 171000,
        "typical_volume": 574300.0,
        "trend": 16.276468,
        "fair_value": 15.295553,
        "relative_strength": -15.129601,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.703212,
        "energy": 16.3631,
        "activity_lines": [
          16.802784,
          16.828907,
          16.7855,
          16.568411
        ]
      },
      {
        "date": "2024-05-24",
        "close": 16.288567,
        "volume": 214000,
        "typical_volume": 483650.0,
        "trend": 16.309741,
        "fair_value": 15.333786,
        "relative_strength": -18.556224,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.194425,
        "energy": 8.018719,
        "activity_lines": [
          16.627346,
          16.729914,
          16.754819,
          16.569191
        ]
      },
      {
        "date": "2024-05-31",
        "close": 16.515429,
        "volume": 139000,
        "typical_volume": 453600.0,
        "trend": 16.332427,
        "fair_value": 15.372649,
        "relative_strength": -15.392488,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 12.47836,
        "energy": 12.098101,
        "activity_lines": [
          16.5608,
          16.677117,
          16.743801,
          16.582461
        ]
      },
      {
        "date": "2024-06-07",
        "close": 16.424683,
        "volume": 118000,
        "typical_volume": 439750.0,
        "trend": 16.353601,
        "fair_value": 15.409008,
        "relative_strength": -17.97441,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 6.343025,
        "energy": 14.858826,
        "activity_lines": [
          16.49123,
          16.621021,
          16.719602,
          16.588413
        ]
      },
      {
        "date": "2024-06-14",
        "close": 16.061707,
        "volume": 161000,
        "typical_volume": 427400.0,
        "trend": 16.362675,
        "fair_value": 15.439196,
        "relative_strength": -21.550421,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -25.26599,
        "energy": 34.447683,
        "activity_lines": [
          16.330915,
          16.504703,
          16.659106,
          16.569581
        ]
      },
      {
        "date": "2024-06-21",
        "close": 16.515429,
        "volume": 348000,
        "typical_volume": 438250.0,
        "trend": 16.392923,
        "fair_value": 15.470096,
        "relative_strength": -21.340635,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -12.65054,
        "energy": 23.025161,
        "activity_lines": [
          16.361163,
          16.481605,
          16.642254,
          16.579437
        ]
      },
      {
        "date": "2024-06-28",
        "close": 16.611328,
        "volume": 91000,
        "typical_volume": 440700.0,
        "trend": 16.424855,
        "fair_value": 15.500237,
        "relative_strength": -19.493654,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 6.267535,
        "energy": 9.613489,
        "activity_lines": [
          16.444551,
          16.485842,
          16.631942,
          16.593527
        ]
      },
      {
        "date": "2024-07-05",
        "close": 16.937954,
        "volume": 178000,
        "typical_volume": 446550.0,
        "trend": 16.472213,
        "fair_value": 15.525607,
        "relative_strength": -19.104716,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 33.298302,
        "energy": 13.246846,
        "activity_lines": [
          16.615298,
          16.552672,
          16.649472,
          16.62663
        ]
      },
      {
        "date": "2024-07-12",
        "close": 17.077936,
        "volume": 220000,
        "typical_volume": 283050.0,
        "trend": 16.518186,
        "fair_value": 15.553521,
        "relative_strength": -19.044327,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 43.08058,
        "energy": 26.002678,
        "activity_lines": [
          16.804536,
          16.644696,
          16.676809,
          16.665709
        ]
      },
      {
        "date": "2024-07-19",
        "close": 16.564667,
        "volume": 157000,
        "typical_volume": 212600.0,
        "trend": 16.556125,
        "fair_value": 15.562219,
        "relative_strength": -17.211174,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 20.268898,
        "energy": 17.273555,
        "activity_lines": [
          16.779135,
          16.639769,
          16.661011,
          16.668708
        ]
      },
      {
        "date": "2024-07-26",
        "close": 16.797972,
        "volume": 240000,
        "typical_volume": 198550.0,
        "trend": 16.600328,
        "fair_value": 15.573235,
        "relative_strength": -12.610866,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 35.118844,
        "energy": 21.826807,
        "activity_lines": [
          16.797971,
          16.678842,
          16.670871,
          16.684311
        ]
      },
      {
        "date": "2024-08-02",
        "close": 16.471344,
        "volume": 121000,
        "typical_volume": 190800.0,
        "trend": 16.620033,
        "fair_value": 15.572546,
        "relative_strength": -11.829763,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 23.615564,
        "energy": 11.350153,
        "activity_lines": [
          16.689096,
          16.659165,
          16.648494,
          16.67599
        ]
      },
      {
        "date": "2024-08-09",
        "close": 15.211496,
        "volume": 238000,
        "typical_volume": 185800.0,
        "trend": 16.608329,
        "fair_value": 15.558839,
        "relative_strength": -17.49662,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "down",
        "direction": -69.382707,
        "energy": 49.871934,
        "activity_lines": [
          16.169603,
          16.407102,
          16.506558,
          16.585116
        ]
      },
      {
        "date": "2024-08-16",
        "close": 15.491464,
        "volume": 77000,
        "typical_volume": 182850.0,
        "trend": 16.589321,
        "fair_value": 15.542532,
        "relative_strength": -18.856211,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.995881,
        "energy": 62.271326,
        "activity_lines": [
          15.85853,
          16.229649,
          16.400952,
          16.51306
        ]
      },
      {
        "date": "2024-08-23",
        "close": 15.304818,
        "volume": 104000,
        "typical_volume": 180900.0,
        "trend": 16.561066,
        "fair_value": 15.52448,
        "relative_strength": -18.692869,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.688545,
        "energy": 72.543131,
        "activity_lines": [
          15.591006,
          16.035229,
          16.283526,
          16.430189
        ]
      },
      {
        "date": "2024-08-30",
        "close": 16.004734,
        "volume": 159000,
        "typical_volume": 175550.0,
        "trend": 16.562192,
        "fair_value": 15.510091,
        "relative_strength": -14.941585,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.233181,
        "energy": 66.142947,
        "activity_lines": [
          15.640778,
          15.981828,
          16.239171,
          16.394297
        ]
      },
      {
        "date": "2024-09-06",
        "close": 16.238039,
        "volume": 83000,
        "typical_volume": 160300.0,
        "trend": 16.572607,
        "fair_value": 15.478738,
        "relative_strength": -9.960008,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.273707,
        "energy": 41.345524,
        "activity_lines": [
          15.821201,
          15.980131,
          16.222061,
          16.373384
        ]
      },
      {
        "date": "2024-09-13",
        "close": 21.464075,
        "volume": 9153000,
        "typical_volume": 608100.0,
        "trend": 16.748148,
        "fair_value": 15.479507,
        "relative_strength": 17.093898,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 52.24382,
        "energy": 44.755693,
        "activity_lines": [
          17.759189,
          16.93541,
          16.705285,
          16.688962
        ]
      },
      {
        "date": "2024-09-20",
        "close": 24.123755,
        "volume": 25586000,
        "typical_volume": 1882650.0,
        "trend": 16.942776,
        "fair_value": 15.498704,
        "relative_strength": 28.892921,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 89.453664,
        "energy": 91.444154,
        "activity_lines": [
          20.166899,
          18.291973,
          17.420193,
          17.164808
        ]
      },
      {
        "date": "2024-09-27",
        "close": 24.497042,
        "volume": 4911000,
        "typical_volume": 2123450.0,
        "trend": 17.183119,
        "fair_value": 15.522777,
        "relative_strength": 26.755691,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 89.490038,
        "energy": 96.007585,
        "activity_lines": [
          22.123551,
          19.588302,
          18.136149,
          17.65218
        ]
      },
      {
        "date": "2024-10-04",
        "close": 21.69738,
        "volume": 2195000,
        "typical_volume": 2224650.0,
        "trend": 17.354338,
        "fair_value": 15.540213,
        "relative_strength": 14.857033,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 65.602792,
        "energy": 87.671607,
        "activity_lines": [
          22.534168,
          20.231375,
          18.548112,
          17.943423
        ]
      },
      {
        "date": "2024-10-11",
        "close": 22.303972,
        "volume": 27475000,
        "typical_volume": 3587700.0,
        "trend": 17.545777,
        "fair_value": 15.584432,
        "relative_strength": 14.901099,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 64.759325,
        "energy": 84.430853,
        "activity_lines": [
          22.767473,
          20.895659,
          18.994681,
          18.262754
        ]
      },
      {
        "date": "2024-10-18",
        "close": 26.410145,
        "volume": 35840000,
        "typical_volume": 5372750.0,
        "trend": 17.851403,
        "fair_value": 15.664077,
        "relative_strength": 32.194861,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 84.124036,
        "energy": 68.375958,
        "activity_lines": [
          23.965106,
          22.200471,
          19.80367,
          18.834649
        ]
      },
      {
        "date": "2024-10-25",
        "close": 32.429417,
        "volume": 43941000,
        "typical_volume": 7563900.0,
        "trend": 18.374307,
        "fair_value": 15.782031,
        "relative_strength": 61.676274,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 92.846237,
        "energy": 74.942209,
        "activity_lines": [
          26.839426,
          24.396084,
          21.138805,
          19.775166
        ]
      },
      {
        "date": "2024-11-01",
        "close": 36.675571,
        "volume": 32403000,
        "typical_volume": 9176000.0,
        "trend": 19.041774,
        "fair_value": 15.925273,
        "relative_strength": 84.716672,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 92.130372,
        "energy": 75.784958,
        "activity_lines": [
          30.575419,
          27.055763,
          22.802123,
          20.955892
        ]
      },
      {
        "date": "2024-11-08",
        "close": 37.142178,
        "volume": 67276000,
        "typical_volume": 12522400.0,
        "trend": 19.711184,
        "fair_value": 16.069575,
        "relative_strength": 78.438996,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 84.258572,
        "energy": 91.380297,
        "activity_lines": [
          33.655046,
          29.41172,
          24.411719,
          22.12366
        ]
      },
      {
        "date": "2024-11-15",
        "close": 33.269318,
        "volume": 29829000,
        "typical_volume": 14009300.0,
        "trend": 20.260573,
        "fair_value": 16.188775,
        "relative_strength": 63.592016,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.414692,
        "energy": 81.946288,
        "activity_lines": [
          34.414066,
          30.679204,
          25.554247,
          22.998379
        ]
      },
      {
        "date": "2024-11-22",
        "close": 34.715809,
        "volume": 25080309,
        "typical_volume": 15254415.45,
        "trend": 20.85364,
        "fair_value": 16.309523,
        "relative_strength": 67.295785,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 65.609732,
        "energy": 63.939723,
        "activity_lines": [
          34.924227,
          31.900027,
          26.755214,
          23.930975
        ]
      },
      {
        "date": "2024-11-29",
        "close": 29.956381,
        "volume": 10471000,
        "typical_volume": 15766965.45,
        "trend": 21.289573,
        "fair_value": 16.400314,
        "relative_strength": 47.123001,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.093088,
        "energy": 52.50028,
        "activity_lines": [
          33.294201,
          32.014558,
          27.418245,
          24.518248
        ]
      },
      {
        "date": "2024-12-06",
        "close": 28.089941,
        "volume": 13523000,
        "typical_volume": 16435265.45,
        "trend": 21.670853,
        "fair_value": 16.484382,
        "relative_strength": 31.539209,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 44.659023,
        "energy": 33.490028,
        "activity_lines": [
          31.206898,
          31.683689,
          27.842193,
          24.956982
        ]
      },
      {
        "date": "2024-12-13",
        "close": 25.383602,
        "volume": 10535000,
        "typical_volume": 16950015.45,
        "trend": 21.955872,
        "fair_value": 16.549171,
        "relative_strength": 19.224285,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.564176,
        "energy": 22.822999,
        "activity_lines": [
          28.789857,
          30.795433,
          27.953513,
          25.196514
        ]
      },
      {
        "date": "2024-12-20",
        "close": 25.476923,
        "volume": 14947000,
        "typical_volume": 17691315.45,
        "trend": 22.26215,
        "fair_value": 16.615385,
        "relative_strength": 21.729204,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 28.175028,
        "energy": 26.388608,
        "activity_lines": [
          27.187828,
          29.857122,
          28.032837,
          25.423678
        ]
      },
      {
        "date": "2024-12-27",
        "close": 27.250044,
        "volume": 26079000,
        "typical_volume": 18983365.45,
        "trend": 22.619971,
        "fair_value": 16.699035,
        "relative_strength": 25.122687,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 25.445867,
        "energy": 24.006731,
        "activity_lines": [
          26.696332,
          29.183506,
          28.238146,
          25.745478
        ]
      },
      {
        "date": "2025-01-03",
        "close": 24.450382,
        "volume": 4524000,
        "typical_volume": 19205715.45,
        "trend": 22.887494,
        "fair_value": 16.76391,
        "relative_strength": 13.692154,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 5.67467,
        "energy": 15.967723,
        "activity_lines": [
          25.769333,
          27.985591,
          28.119493,
          25.863569
        ]
      },
      {
        "date": "2025-01-10",
        "close": 22.863905,
        "volume": 3635000,
        "typical_volume": 19382265.45,
        "trend": 23.114234,
        "fair_value": 16.816684,
        "relative_strength": 5.609725,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -1.800967,
        "energy": 16.356483,
        "activity_lines": [
          24.680576,
          26.644298,
          27.807087,
          25.862047
        ]
      },
      {
        "date": "2025-01-17",
        "close": 22.16399,
        "volume": 2084000,
        "typical_volume": 19478515.45,
        "trend": 23.302519,
        "fair_value": 16.870489,
        "relative_strength": 1.672276,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -6.21414,
        "energy": 20.738289,
        "activity_lines": [
          23.706915,
          25.426869,
          27.392026,
          25.800741
        ]
      },
      {
        "date": "2025-01-24",
        "close": 21.977345,
        "volume": 843000,
        "typical_volume": 19516515.45,
        "trend": 23.481387,
        "fair_value": 16.923925,
        "relative_strength": -0.874995,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -26.526605,
        "energy": 43.435023,
        "activity_lines": [
          22.885681,
          24.447836,
          26.929859,
          25.715246
        ]
      },
      {
        "date": "2025-02-07",
        "close": 22.863905,
        "volume": 1838472,
        "typical_volume": 19150789.05,
        "trend": 23.678918,
        "fair_value": 16.985251,
        "relative_strength": 3.142367,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -23.44999,
        "energy": 50.471278,
        "activity_lines": [
          22.593271,
          23.835303,
          26.524797,
          25.675408
        ]
      },
      {
        "date": "2025-02-14",
        "close": 23.330517,
        "volume": 10002336,
        "typical_volume": 18371605.85,
        "trend": 23.887338,
        "fair_value": 17.052326,
        "relative_strength": 6.450991,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -22.774119,
        "energy": 44.235877,
        "activity_lines": [
          22.748808,
          23.523099,
          26.157508,
          25.652931
        ]
      },
      {
        "date": "2025-02-21",
        "close": 24.217075,
        "volume": 5392549,
        "typical_volume": 18395683.3,
        "trend": 24.142418,
        "fair_value": 17.121499,
        "relative_strength": 7.478903,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -19.334288,
        "energy": 27.805837,
        "activity_lines": [
          23.274523,
          23.492557,
          25.87843,
          25.674204
        ]
      },
      {
        "date": "2025-02-28",
        "close": 23.377176,
        "volume": 3610210,
        "typical_volume": 18466443.8,
        "trend": 24.361725,
        "fair_value": 17.188873,
        "relative_strength": 6.698977,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -17.461257,
        "energy": 18.841044,
        "activity_lines": [
          23.430059,
          23.379722,
          25.520696,
          25.624834
        ]
      },
      {
        "date": "2025-03-07",
        "close": 22.723923,
        "volume": 1445537,
        "typical_volume": 17164970.65,
        "trend": 24.570144,
        "fair_value": 17.252888,
        "relative_strength": 5.708979,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -22.096925,
        "energy": 21.002866,
        "activity_lines": [
          23.286966,
          23.184594,
          25.092748,
          25.519169
        ]
      },
      {
        "date": "2025-03-14",
        "close": 23.05055,
        "volume": 1564114,
        "typical_volume": 15451176.35,
        "trend": 24.831446,
        "fair_value": 17.317893,
        "relative_strength": 9.725854,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -18.226346,
        "energy": 21.808085,
        "activity_lines": [
          23.202976,
          23.098907,
          24.693907,
          25.421131
        ]
      },
      {
        "date": "2025-03-21",
        "close": 22.910566,
        "volume": 820053,
        "typical_volume": 13295129.0,
        "trend": 25.078749,
        "fair_value": 17.383656,
        "relative_strength": 7.464789,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -31.390899,
        "energy": 37.673476,
        "activity_lines": [
          23.059882,
          23.064124,
          24.297732,
          25.297203
        ]
      },
      {
        "date": "2025-03-28",
        "close": 22.210651,
        "volume": 8117143,
        "typical_volume": 12080836.15,
        "trend": 25.308944,
        "fair_value": 17.44438,
        "relative_strength": 6.729358,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.446599,
        "energy": 55.434582,
        "activity_lines": [
          22.711479,
          22.930079,
          23.880227,
          25.112165
        ]
      },
      {
        "date": "2025-04-04",
        "close": 20.437531,
        "volume": 1889392,
        "typical_volume": 8811505.75,
        "trend": 25.456704,
        "fair_value": 17.493462,
        "relative_strength": -0.653172,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -78.215159,
        "energy": 69.176708,
        "activity_lines": [
          21.905799,
          22.485527,
          23.362734,
          24.79788
        ]
      },
      {
        "date": "2025-04-11",
        "close": 16.33136,
        "volume": 2247135,
        "typical_volume": 7432412.5,
        "trend": 25.459814,
        "fair_value": 17.517327,
        "relative_strength": -13.450423,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -92.51444,
        "energy": 88.836029,
        "activity_lines": [
          19.927371,
          21.325788,
          22.533723,
          24.209148
        ]
      },
      {
        "date": "2025-04-18",
        "close": 17.264582,
        "volume": 1627865,
        "typical_volume": 6259790.3,
        "trend": 25.319831,
        "fair_value": 17.547725,
        "relative_strength": -7.997337,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -82.803013,
        "energy": 91.550856,
        "activity_lines": [
          18.686187,
          20.43838,
          21.874247,
          23.680423
        ]
      },
      {
        "date": "2025-04-25",
        "close": 18.057819,
        "volume": 959469,
        "typical_volume": 5784213.75,
        "trend": 25.117633,
        "fair_value": 17.58238,
        "relative_strength": -6.174675,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.108418,
        "energy": 87.331323,
        "activity_lines": [
          18.095148,
          19.797003,
          21.373419,
          23.211906
        ]
      },
      {
        "date": "2025-05-02",
        "close": 19.504311,
        "volume": 2791206,
        "typical_volume": 5247624.05,
        "trend": 24.951209,
        "fair_value": 17.625756,
        "relative_strength": -3.305716,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.428902,
        "energy": 79.412407,
        "activity_lines": [
          18.309789,
          19.514492,
          21.067011,
          22.849757
        ]
      },
      {
        "date": "2025-05-09",
        "close": 19.504311,
        "volume": 1254075,
        "typical_volume": 4783577.8,
        "trend": 24.878107,
        "fair_value": 17.671063,
        "relative_strength": -4.089235,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.724289,
        "energy": 54.968811,
        "activity_lines": [
          18.704852,
          19.317667,
          20.801488,
          22.498344
        ]
      },
      {
        "date": "2025-05-16",
        "close": 20.34421,
        "volume": 5198730,
        "typical_volume": 4296164.3,
        "trend": 24.812781,
        "fair_value": 17.726995,
        "relative_strength": -4.452708,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -47.166816,
        "energy": 37.382825,
        "activity_lines": [
          19.442096,
          19.343967,
          20.643951,
          22.205834
        ]
      },
      {
        "date": "2025-05-23",
        "close": 20.390873,
        "volume": 1362349,
        "typical_volume": 3060331.75,
        "trend": 24.612139,
        "fair_value": 17.785985,
        "relative_strength": -3.671695,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -41.092947,
        "energy": 27.135158,
        "activity_lines": [
          19.927372,
          19.422018,
          20.5153,
          21.92055
        ]
      },
      {
        "date": "2025-05-30",
        "close": 19.364328,
        "volume": 815138,
        "typical_volume": 2874888.65,
        "trend": 24.176636,
        "fair_value": 17.833981,
        "relative_strength": -7.490666,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.094654,
        "energy": 25.55229,
        "activity_lines": [
          19.862046,
          19.361783,
          20.321546,
          21.581982
        ]
      },
      {
        "date": "2025-06-06",
        "close": 19.177683,
        "volume": 1260751,
        "typical_volume": 2756176.2,
        "trend": 23.593373,
        "fair_value": 17.884366,
        "relative_strength": -9.89398,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.898588,
        "energy": 26.187551,
        "activity_lines": [
          19.647405,
          19.33209,
          20.134235,
          21.259468
        ]
      },
      {
        "date": "2025-06-13",
        "close": 18.851059,
        "volume": 756003,
        "typical_volume": 2689776.35,
        "trend": 22.983669,
        "fair_value": 17.928796,
        "relative_strength": -13.257214,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.584806,
        "energy": 31.834316,
        "activity_lines": [
          19.345664,
          19.298155,
          19.933371,
          20.953513
        ]
      },
      {
        "date": "2025-06-20",
        "close": 18.291124,
        "volume": 676591,
        "typical_volume": 2681455.9,
        "trend": 22.484396,
        "fair_value": 17.964671,
        "relative_strength": -15.920347,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.524033,
        "energy": 40.898251,
        "activity_lines": [
          18.900829,
          19.191258,
          19.694955,
          20.650768
        ]
      },
      {
        "date": "2025-06-27",
        "close": 18.524431,
        "volume": 699442,
        "typical_volume": 2624504.4,
        "trend": 21.944683,
        "fair_value": 18.000662,
        "relative_strength": -17.041034,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.961479,
        "energy": 40.941095,
        "activity_lines": [
          18.670635,
          19.09115,
          19.496312,
          20.395286
        ]
      },
      {
        "date": "2025-07-04",
        "close": 18.244463,
        "volume": 1237067,
        "typical_volume": 2186240.95,
        "trend": 21.554286,
        "fair_value": 18.036238,
        "relative_strength": -18.316453,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.333289,
        "energy": 41.940504,
        "activity_lines": [
          18.471547,
          18.917231,
          19.29167,
          20.156562
        ]
      },
      {
        "date": "2025-07-11",
        "close": 17.824514,
        "volume": 499005,
        "typical_volume": 1941563.75,
        "trend": 21.212105,
        "fair_value": 18.069122,
        "relative_strength": -21.009349,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.871486,
        "energy": 57.761503,
        "activity_lines": [
          18.207135,
          18.663565,
          19.071253,
          19.915932
        ]
      },
      {
        "date": "2025-07-18",
        "close": 17.731194,
        "volume": 555004,
        "typical_volume": 1788803.45,
        "trend": 20.957025,
        "fair_value": 18.100304,
        "relative_strength": -23.612548,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.525831,
        "energy": 57.070154,
        "activity_lines": [
          18.001827,
          18.423473,
          18.872388,
          19.691357
        ]
      },
      {
        "date": "2025-07-25",
        "close": 17.824514,
        "volume": 444013,
        "typical_volume": 1738727.25,
        "trend": 20.701945,
        "fair_value": 18.129192,
        "relative_strength": -23.206278,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.534101,
        "energy": 53.425999,
        "activity_lines": [
          17.902283,
          18.232587,
          18.709296,
          19.48926
        ]
      },
      {
        "date": "2025-08-01",
        "close": 20.841162,
        "volume": 8330699,
        "typical_volume": 2077056.5,
        "trend": 20.488315,
        "fair_value": 18.171461,
        "relative_strength": -10.702369,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -21.622732,
        "energy": 17.078545,
        "activity_lines": [
          18.839396,
          18.635994,
          18.856835,
          19.498241
        ]
      },
      {
        "date": "2025-08-08",
        "close": 19.1124,
        "volume": 3664241,
        "typical_volume": 2219265.9,
        "trend": 20.310382,
        "fair_value": 18.199811,
        "relative_strength": -20.163342,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -33.397605,
        "energy": 16.278299,
        "activity_lines": [
          19.045806,
          18.716895,
          18.850251,
          19.409473
        ]
      },
      {
        "date": "2025-08-15",
        "close": 19.064381,
        "volume": 2368044,
        "typical_volume": 1931810.95,
        "trend": 20.183732,
        "fair_value": 18.226153,
        "relative_strength": -21.502412,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -28.140125,
        "energy": 18.998632,
        "activity_lines": [
          19.178348,
          18.793645,
          18.85718,
          19.329085
        ]
      },
      {
        "date": "2025-08-22",
        "close": 19.448549,
        "volume": 2913016,
        "typical_volume": 1982992.15,
        "trend": 20.093217,
        "fair_value": 18.257509,
        "relative_strength": -18.197234,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.191214,
        "energy": 16.376982,
        "activity_lines": [
          19.356287,
          18.942304,
          18.915679,
          19.281654
        ]
      },
      {
        "date": "2025-08-29",
        "close": 20.36095,
        "volume": 2978945,
        "typical_volume": 2019582.65,
        "trend": 20.039337,
        "fair_value": 18.291878,
        "relative_strength": -16.256379,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 0.965897,
        "energy": 11.088978,
        "activity_lines": [
          19.72387,
          19.245991,
          19.065782,
          19.298927
        ]
      },
      {
        "date": "2025-09-05",
        "close": 27.900263,
        "volume": 31556286,
        "typical_volume": 3516003.7,
        "trend": 20.207216,
        "fair_value": 18.374859,
        "relative_strength": 12.620185,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 63.600707,
        "energy": 70.760678,
        "activity_lines": [
          22.435462,
          20.882829,
          19.914727,
          19.806084
        ]
      },
      {
        "date": "2025-09-12",
        "close": 27.227968,
        "volume": 6633087,
        "typical_volume": 3799684.6,
        "trend": 20.337131,
        "fair_value": 18.450979,
        "relative_strength": 5.05632,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 60.716279,
        "energy": 79.939885,
        "activity_lines": [
          24.452348,
          22.226961,
          20.648998,
          20.259036
        ]
      },
      {
        "date": "2025-09-19",
        "close": 25.739313,
        "volume": 3371891,
        "typical_volume": 3828718.85,
        "trend": 20.387872,
        "fair_value": 18.51954,
        "relative_strength": -1.127393,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 70.265869,
        "energy": 85.602889,
        "activity_lines": [
          25.431978,
          23.137093,
          21.197824,
          20.607564
        ]
      },
      {
        "date": "2025-09-26",
        "close": 27.852243,
        "volume": 29947320,
        "typical_volume": 5263381.1,
        "trend": 20.537041,
        "fair_value": 18.597109,
        "relative_strength": 6.980516,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 78.463284,
        "energy": 88.574161,
        "activity_lines": [
          26.670923,
          24.287488,
          21.918192,
          21.089136
        ]
      },
      {
        "date": "2025-10-03",
        "close": 27.900263,
        "volume": 12517492,
        "typical_volume": 5629319.2,
        "trend": 20.709586,
        "fair_value": 18.674701,
        "relative_strength": 2.496303,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.622944,
        "energy": 84.355761,
        "activity_lines": [
          27.365628,
          25.262595,
          22.603381,
          21.564182
        ]
      },
      {
        "date": "2025-10-10",
        "close": 25.451187,
        "volume": 3687290,
        "typical_volume": 5745566.25,
        "trend": 20.789607,
        "fair_value": 18.743969,
        "relative_strength": -8.282556,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.63522,
        "energy": 55.821839,
        "activity_lines": [
          26.741354,
          25.60922,
          23.019343,
          21.870092
        ]
      },
      {
        "date": "2025-10-17",
        "close": 22.665964,
        "volume": 2696651,
        "typical_volume": 5839641.9,
        "trend": 20.781453,
        "fair_value": 18.794248,
        "relative_strength": -18.098187,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 49.607162,
        "energy": 38.980163,
        "activity_lines": [
          25.351944,
          25.365622,
          23.145949,
          21.991147
        ]
      },
      {
        "date": "2025-10-24",
        "close": 22.473879,
        "volume": 2264602,
        "typical_volume": 5889834.45,
        "trend": 20.790228,
        "fair_value": 18.844714,
        "relative_strength": -18.996747,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 40.839859,
        "energy": 23.734281,
        "activity_lines": [
          24.202639,
          25.02249,
          23.238539,
          22.100336
        ]
      },
      {
        "date": "2025-10-31",
        "close": 21.993668,
        "volume": 1602069,
        "typical_volume": 5932137.75,
        "trend": 20.842099,
        "fair_value": 18.898058,
        "relative_strength": -21.785673,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 28.714904,
        "energy": 25.972419,
        "activity_lines": [
          23.110959,
          24.530055,
          23.269699,
          22.177978
        ]
      },
      {
        "date": "2025-11-07",
        "close": 20.601055,
        "volume": 1902202,
        "typical_volume": 5993418.3,
        "trend": 20.984422,
        "fair_value": 18.943042,
        "relative_strength": -23.925759,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.652775,
        "energy": 22.613173,
        "activity_lines": [
          21.945647,
          23.738143,
          23.153264,
          22.162426
        ]
      },
      {
        "date": "2025-11-14",
        "close": 20.168865,
        "volume": 1313218,
        "typical_volume": 6024107.1,
        "trend": 21.081231,
        "fair_value": 18.982136,
        "relative_strength": -23.56968,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -4.155816,
        "energy": 21.991789,
        "activity_lines": [
          21.122885,
          22.863286,
          22.984668,
          22.10981
        ]
      },
      {
        "date": "2025-11-21",
        "close": 19.016357,
        "volume": 1240381,
        "typical_volume": 6024272.8,
        "trend": 21.113183,
        "fair_value": 19.01526,
        "relative_strength": -24.187752,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -30.31172,
        "energy": 34.540766,
        "activity_lines": [
          20.268108,
          21.919453,
          22.69848,
          21.976592
        ]
      },
      {
        "date": "2025-11-28",
        "close": 21.129288,
        "volume": 3494474,
        "typical_volume": 6174046.25,
        "trend": 21.167349,
        "fair_value": 19.056539,
        "relative_strength": -18.151737,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -19.200342,
        "energy": 27.128148,
        "activity_lines": [
          20.360949,
          21.509091,
          22.609847,
          21.977631
        ]
      },
      {
        "date": "2025-12-05",
        "close": 20.745119,
        "volume": 839265,
        "typical_volume": 6188259.3,
        "trend": 21.208709,
        "fair_value": 19.094505,
        "relative_strength": -19.658748,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -20.721418,
        "energy": 36.953669,
        "activity_lines": [
          20.415374,
          21.112698,
          22.468889,
          21.95039
        ]
      },
      {
        "date": "2025-12-12",
        "close": 20.697096,
        "volume": 1074581,
        "typical_volume": 6219787.7,
        "trend": 21.220472,
        "fair_value": 19.132731,
        "relative_strength": -19.663142,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -18.01815,
        "energy": 27.861364,
        "activity_lines": [
          20.537027,
          20.836795,
          22.309006,
          21.917383
        ]
      },
      {
        "date": "2025-12-19",
        "close": 20.408972,
        "volume": 859608,
        "typical_volume": 5846233.15,
        "trend": 21.221075,
        "fair_value": 19.167691,
        "relative_strength": -18.720849,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -17.476554,
        "energy": 17.714737,
        "activity_lines": [
          20.556236,
          20.639472,
          22.108003,
          21.865028
        ]
      },
      {
        "date": "2025-12-26",
        "close": 22.425858,
        "volume": 3751902,
        "typical_volume": 5850616.2,
        "trend": 21.323126,
        "fair_value": 19.215864,
        "relative_strength": -12.735938,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": 3.304346,
        "energy": 7.68119,
        "activity_lines": [
          21.231733,
          20.900532,
          22.101143,
          21.942756
        ]
      },
      {
        "date": "2026-01-02",
        "close": 22.041689,
        "volume": 1861281,
        "typical_volume": 5825278.05,
        "trend": 21.418593,
        "fair_value": 19.262141,
        "relative_strength": -15.795244,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 4.158797,
        "energy": 8.922343,
        "activity_lines": [
          21.551874,
          21.096109,
          22.041917,
          21.989115
        ]
      },
      {
        "date": "2026-01-09",
        "close": 21.369392,
        "volume": 1613551,
        "typical_volume": 5760304.8,
        "trend": 21.502537,
        "fair_value": 19.304109,
        "relative_strength": -20.272869,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -3.356699,
        "energy": 9.808203,
        "activity_lines": [
          21.587089,
          21.177309,
          21.904485,
          21.985941
        ]
      },
      {
        "date": "2026-01-16",
        "close": 21.801584,
        "volume": 1984476,
        "typical_volume": 5710581.35,
        "trend": 21.619553,
        "fair_value": 19.348847,
        "relative_strength": -21.046419,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -0.259405,
        "energy": 11.282112,
        "activity_lines": [
          21.72475,
          21.348438,
          21.799068,
          22.005234
        ]
      },
      {
        "date": "2026-01-23",
        "close": 22.281796,
        "volume": 4561011,
        "typical_volume": 4360817.6,
        "trend": 21.744798,
        "fair_value": 19.396947,
        "relative_strength": -20.248857,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 5.83642,
        "energy": 9.596914,
        "activity_lines": [
          21.948849,
          21.585052,
          21.732524,
          22.04796
        ]
      },
      {
        "date": "2026-01-30",
        "close": 20.456991,
        "volume": 1921647,
        "typical_volume": 4125245.6,
        "trend": 21.818549,
        "fair_value": 19.43335,
        "relative_strength": -26.534991,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -23.932504,
        "energy": 12.299977,
        "activity_lines": [
          21.439824,
          21.451466,
          21.518945,
          21.964875
        ]
      },
      {
        "date": "2026-02-06",
        "close": 20.793139,
        "volume": 1495080,
        "typical_volume": 4031405.05,
        "trend": 21.917503,
        "fair_value": 19.464817,
        "relative_strength": -24.131076,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -47.998437,
        "energy": 24.0924,
        "activity_lines": [
          21.174107,
          21.352804,
          21.369622,
          21.89872
        ]
      },
      {
        "date": "2026-02-13",
        "close": 20.36095,
        "volume": 595018,
        "typical_volume": 2563789.95,
        "trend": 22.005162,
        "fair_value": 19.493229,
        "relative_strength": -29.102353,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -53.700299,
        "energy": 36.955269,
        "activity_lines": [
          20.847564,
          21.181674,
          21.202691,
          21.798297
        ]
      },
      {
        "date": "2026-02-27",
        "close": 21.129288,
        "volume": 886543,
        "typical_volume": 1982242.5,
        "trend": 22.115321,
        "fair_value": 19.527135,
        "relative_strength": -29.512308,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -39.017539,
        "energy": 38.049798,
        "activity_lines": [
          20.844362,
          21.157227,
          21.144609,
          21.741789
        ]
      },
      {
        "date": "2026-03-06",
        "close": 21.177307,
        "volume": 985545,
        "typical_volume": 1847155.25,
        "trend": 22.126526,
        "fair_value": 19.562199,
        "relative_strength": -24.880947,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -37.416634,
        "energy": 32.776448,
        "activity_lines": [
          20.901987,
          21.133653,
          21.123342,
          21.681272
        ]
      },
      {
        "date": "2026-03-13",
        "close": 19.496569,
        "volume": 905825,
        "typical_volume": 1757613.95,
        "trend": 22.139331,
        "fair_value": 19.583936,
        "relative_strength": -29.74948,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -65.219744,
        "energy": 46.217977,
        "activity_lines": [
          20.472998,
          20.79052,
          20.962357,
          21.511597
        ]
      },
      {
        "date": "2026-03-20",
        "close": 19.304485,
        "volume": 618384,
        "typical_volume": 1675303.05,
        "trend": 22.147335,
        "fair_value": 19.603591,
        "relative_strength": -29.971423,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.115554,
        "energy": 50.669631,
        "activity_lines": [
          20.04401,
          20.465723,
          20.79817,
          21.328704
        ]
      },
      {
        "date": "2026-03-27",
        "close": 19.016357,
        "volume": 396855,
        "typical_volume": 1615042.35,
        "trend": 22.132928,
        "fair_value": 19.626504,
        "relative_strength": -29.362241,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.374909,
        "energy": 60.193582,
        "activity_lines": [
          19.618222,
          20.138306,
          20.621635,
          21.126705
        ]
      },
      {
        "date": "2026-04-03",
        "close": 18.24802,
        "volume": 487105,
        "typical_volume": 1544287.5,
        "trend": 22.062497,
        "fair_value": 19.640238,
        "relative_strength": -30.321024,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.06806,
        "energy": 73.198798,
        "activity_lines": [
          19.025962,
          19.713974,
          20.386103,
          20.876066
        ]
      },
      {
        "date": "2026-04-10",
        "close": 18.24802,
        "volume": 363168,
        "typical_volume": 1496785.0,
        "trend": 21.740756,
        "fair_value": 19.651703,
        "relative_strength": -35.230488,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.979813,
        "energy": 74.349928,
        "activity_lines": [
          18.625786,
          19.354252,
          20.161776,
          20.629971
        ]
      },
      {
        "date": "2026-04-17",
        "close": 18.488127,
        "volume": 551075,
        "typical_volume": 1462319.7,
        "trend": 21.449428,
        "fair_value": 19.666976,
        "relative_strength": -36.33643,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.269886,
        "energy": 70.423368,
        "activity_lines": [
          18.500932,
          19.111527,
          19.969463,
          20.420124
        ]
      },
      {
        "date": "2026-04-24",
        "close": 18.055935,
        "volume": 513103,
        "typical_volume": 1313251.15,
        "trend": 21.193315,
        "fair_value": 19.678627,
        "relative_strength": -40.605993,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.467115,
        "energy": 70.147855,
        "activity_lines": [
          18.299243,
          18.82602,
          19.738504,
          20.201189
        ]
      },
      {
        "date": "2026-05-01",
        "close": 18.24802,
        "volume": 317992,
        "typical_volume": 1287187.5,
        "trend": 20.873175,
        "fair_value": 19.688957,
        "relative_strength": -39.307719,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.150479,
        "energy": 57.975243,
        "activity_lines": [
          18.244819,
          18.625204,
          19.540474,
          20.01117
        ]
      },
      {
        "date": "2026-05-08",
        "close": 18.728231,
        "volume": 747737,
        "typical_volume": 1270845.3,
        "trend": 20.56744,
        "fair_value": 19.699813,
        "relative_strength": -41.002034,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.107202,
        "energy": 46.218062,
        "activity_lines": [
          18.401688,
          18.550116,
          19.40007,
          19.872786
        ]
      },
      {
        "date": "2026-05-15",
        "close": 17.81583,
        "volume": 443486,
        "typical_volume": 1250039.2,
        "trend": 20.312928,
        "fair_value": 19.688653,
        "relative_strength": -42.564418,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.92627,
        "energy": 50.281994,
        "activity_lines": [
          18.222409,
          18.352793,
          19.182145,
          19.695263
        ]
      },
      {
        "date": "2026-05-22",
        "close": 18.200001,
        "volume": 348152,
        "typical_volume": 1079851.7,
        "trend": 20.164063,
        "fair_value": 19.691869,
        "relative_strength": -42.106756,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.555004,
        "energy": 43.064463,
        "activity_lines": [
          18.2,
          18.286437,
          19.013157,
          19.558945
        ]
      },
      {
        "date": "2026-05-29",
        "close": 18.344063,
        "volume": 1293139,
        "typical_volume": 1051444.6,
        "trend": 20.026402,
        "fair_value": 19.694306,
        "relative_strength": -44.095404,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.464405,
        "energy": 36.566548,
        "activity_lines": [
          18.244819,
          18.269848,
          18.878012,
          19.441526
        ]
      },
      {
        "date": "2026-06-05",
        "close": 19.016357,
        "volume": 928201,
        "typical_volume": 1017177.1,
        "trend": 19.927159,
        "fair_value": 19.70559,
        "relative_strength": -41.740093,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.529254,
        "energy": 28.862161,
        "activity_lines": [
          18.494529,
          18.392957,
          18.824502,
          19.376362
        ]
      },
      {
        "date": "2026-06-12",
        "close": 17.959894,
        "volume": 376034,
        "typical_volume": 936755.0,
        "trend": 19.83912,
        "fair_value": 19.706416,
        "relative_strength": -43.13023,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.921338,
        "energy": 30.168971,
        "activity_lines": [
          18.340861,
          18.323981,
          18.681582,
          19.249441
        ]
      },
      {
        "date": "2026-06-19",
        "close": 18.440105,
        "volume": 929148,
        "typical_volume": 755161.85,
        "trend": 19.781495,
        "fair_value": 19.710603,
        "relative_strength": -43.804108,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -38.741927,
        "energy": 23.539514,
        "activity_lines": [
          18.398487,
          18.347555,
          18.602691,
          19.159182
        ]
      },
      {
        "date": "2026-06-26",
        "close": 18.200001,
        "volume": 862120,
        "typical_volume": 702185.5,
        "trend": 19.754283,
        "fair_value": 19.711803,
        "relative_strength": -41.508529,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.99024,
        "energy": 24.064683,
        "activity_lines": [
          18.334459,
          18.323981,
          18.519225,
          19.05715
        ]
      },
      {
        "date": "2026-07-03",
        "close": 19.549999,
        "volume": 1294612,
        "typical_volume": 692162.1,
        "trend": 19.70164,
        "fair_value": 19.719622,
        "relative_strength": -39.465398,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -21.487213,
        "energy": 12.544672,
        "activity_lines": [
          18.720431,
          18.551101,
          18.575079,
          19.043971
        ]
      },
      {
        "date": "2026-07-10",
        "close": 19.15,
        "volume": 613076,
        "typical_volume": 693065.0,
        "trend": 19.648469,
        "fair_value": 19.724295,
        "relative_strength": -38.173217,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -13.689063,
        "energy": 11.418092,
        "activity_lines": [
          18.892674,
          18.678328,
          18.598757,
          19.008381
        ]
      },
      {
        "date": "2026-07-17",
        "close": 18.200001,
        "volume": 584056,
        "typical_volume": 677940.65,
        "trend": 19.565233,
        "fair_value": 19.725205,
        "relative_strength": -36.911168,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -25.666549,
        "energy": 13.503699,
        "activity_lines": [
          18.739341,
          18.616428,
          18.537726,
          18.914932
        ]
      },
      {
        "date": "2026-07-24",
        "close": 17.549999,
        "volume": 330288,
        "typical_volume": 645177.8,
        "trend": 19.469934,
        "fair_value": 19.71933,
        "relative_strength": -39.926203,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -46.505104,
        "energy": 20.736443,
        "activity_lines": [
          18.353333,
          18.445951,
          18.428739,
          18.784917
        ]
      },
      {
        "date": "2026-07-31",
        "close": 16.35,
        "volume": 657585,
        "typical_volume": 632765.8,
        "trend": 19.267405,
        "fair_value": 19.7046,
        "relative_strength": -42.707555,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -71.085052,
        "energy": 54.926518,
        "activity_lines": [
          17.626667,
          18.062125,
          18.222739,
          18.58363
        ]
      },
      {
        "date": "2026-08-07",
        "close": 16.85,
        "volume": 413356,
        "typical_volume": 622514.4,
        "trend": 19.094349,
        "fair_value": 19.694529,
        "relative_strength": -41.569209,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.48094,
        "energy": 63.436671,
        "activity_lines": [
          17.19,
          17.802845,
          18.079341,
          18.427669
        ]
      },
      {
        "date": "2026-08-14",
        "close": 17.15,
        "volume": 360010,
        "typical_volume": 620672.15,
        "trend": 18.953702,
        "fair_value": 19.690453,
        "relative_strength": -41.864331,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.59356,
        "energy": 63.732198,
        "activity_lines": [
          17.033333,
          17.625275,
          17.976203,
          18.302227
        ]
      }
    ],
    "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."
    }
  }
}