{
  "ticker": {
    "uuid": "ef542b01-e154-4ce9-8390-145b0e7cc952",
    "symbol": "CDNS",
    "name": "Cadence Design Systems, Inc.",
    "exchange": "VIE",
    "country": "AT",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^ATX",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 5.377,
    "architecture_energy": 26.387,
    "architecture_maturity": 64.991,
    "architecture_confidence": 74.759,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 52.61,
        "rotation_up": 17.97,
        "upward_expansion": 44.56,
        "deceleration": 85.15,
        "rotation_down": 48.61,
        "downward_expansion": 36.23
      },
      "activity_lines": [
        296.339996,
        307.901816,
        309.039998,
        297.550966
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 297.649994,
    "trend_reference": 283.506665,
    "distance_from_trend": 0.049887,
    "trend_direction": "Improving",
    "fair_value": 268.65673,
    "distance_from_fair_value": 0.107919,
    "fair_value_direction": "Weakening",
    "relative_strength": -14.930839,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.255113,
    "excess_performance": 0.080866,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.049887,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.054451,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.107919,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.076338,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.149308,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.091922,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.255113,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.719915,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 367,
      "relative_activity": 4.130557,
      "balance": 0.719915,
      "dry_up": 4.226224,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.062386,
      "annualized_volatility": 0.40135,
      "from_high_reference": -0.150785,
      "from_low_reference": 0.320541
    },
    "levels": {
      "trend_reference": 283.506665,
      "fair_value_reference": 268.65673,
      "structural_low": 226.850006,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": 0.025084,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.030951,
        "regime_survival": 0.333333,
        "best_return": 0.084542,
        "worst_return": -0.135158,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.009505,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": 0.002419,
        "regime_survival": 0.2,
        "best_return": 0.22002,
        "worst_return": -0.102396,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.043931,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.052053,
        "regime_survival": 0.0,
        "best_return": 0.231616,
        "worst_return": -0.230512,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.205658,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.020869,
        "regime_survival": 0.5,
        "best_return": 0.334667,
        "worst_return": 0.076649,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-21",
        "end": "2025-02-28",
        "tenure": "New",
        "return": -0.055863,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-07",
        "end": "2025-04-04",
        "tenure": "Developing",
        "return": -0.002744,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-11",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.293628,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-23",
        "end": "2025-05-30",
        "tenure": "New",
        "return": -0.090959,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-06",
        "end": "2025-07-18",
        "tenure": "Developing",
        "return": 0.039557,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-25",
        "end": "2025-08-01",
        "tenure": "New",
        "return": 0.09236,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-08",
        "end": "2025-10-03",
        "tenure": "Developing",
        "return": -0.021913,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-10",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.1332,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-28",
        "end": "2025-12-19",
        "tenure": "New",
        "return": 0.013466,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-26",
        "end": "2025-12-26",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-02",
        "end": "2026-05-01",
        "tenure": "Established",
        "return": 0.054743,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-05-08",
        "end": "2026-05-22",
        "tenure": "New",
        "return": 0.060754,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-29",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": -0.112702,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.015004,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 201.800003,
        "volume": 0,
        "typical_volume": 5.15,
        "trend": 197.237334,
        "fair_value": 162.235999,
        "relative_strength": 12.062838,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 23.512054,
        "energy": 18.30326,
        "activity_lines": [
          206.946668,
          209.625456,
          208.472382,
          204.198022
        ]
      },
      {
        "date": "2023-08-25",
        "close": 213.600006,
        "volume": 0,
        "typical_volume": 5.15,
        "trend": 198.686001,
        "fair_value": 162.698738,
        "relative_strength": 19.004745,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 40.390693,
        "energy": 24.142066,
        "activity_lines": [
          208.253337,
          210.101821,
          209.331907,
          205.253679
        ]
      },
      {
        "date": "2023-09-01",
        "close": 225.800003,
        "volume": 0,
        "typical_volume": 5.15,
        "trend": 200.433334,
        "fair_value": 163.262142,
        "relative_strength": 22.474309,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 72.787226,
        "energy": 39.316955,
        "activity_lines": [
          213.960004,
          212.854548,
          211.243335,
          207.002969
        ]
      },
      {
        "date": "2023-09-08",
        "close": 223.199997,
        "volume": 0,
        "typical_volume": 5.15,
        "trend": 202.135334,
        "fair_value": 163.792566,
        "relative_strength": 21.625742,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 69.479896,
        "energy": 61.275625,
        "activity_lines": [
          217.946668,
          214.792729,
          212.761906,
          208.471786
        ]
      },
      {
        "date": "2023-09-15",
        "close": 218.399994,
        "volume": 0,
        "typical_volume": 5.15,
        "trend": 203.369334,
        "fair_value": 164.271578,
        "relative_strength": 17.056868,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 57.867752,
        "energy": 66.177929,
        "activity_lines": [
          219.413332,
          215.690909,
          213.681906,
          209.521119
        ]
      },
      {
        "date": "2023-09-22",
        "close": 218.199997,
        "volume": 0,
        "typical_volume": 5.15,
        "trend": 204.518,
        "fair_value": 164.740521,
        "relative_strength": 17.497597,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 57.882892,
        "energy": 66.002183,
        "activity_lines": [
          219.959998,
          216.356363,
          214.430477,
          210.477936
        ]
      },
      {
        "date": "2023-09-29",
        "close": 223.0,
        "volume": 0,
        "typical_volume": 5.15,
        "trend": 205.830667,
        "fair_value": 165.242758,
        "relative_strength": 19.45818,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 65.072471,
        "energy": 60.958094,
        "activity_lines": [
          221.013331,
          217.854545,
          215.481429,
          211.670323
        ]
      },
      {
        "date": "2023-10-06",
        "close": 227.0,
        "volume": 0,
        "typical_volume": 5.15,
        "trend": 207.226667,
        "fair_value": 165.770598,
        "relative_strength": 22.965213,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 71.492674,
        "energy": 54.939033,
        "activity_lines": [
          222.773332,
          219.999999,
          216.731429,
          213.036086
        ]
      },
      {
        "date": "2023-10-13",
        "close": 237.600006,
        "volume": 10,
        "typical_volume": 3.0,
        "trend": 208.665334,
        "fair_value": 166.379321,
        "relative_strength": 26.779747,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 84.510357,
        "energy": 75.885802,
        "activity_lines": [
          227.986668,
          223.818182,
          218.861906,
          214.995657
        ]
      },
      {
        "date": "2023-10-20",
        "close": 225.199997,
        "volume": 22,
        "typical_volume": 4.1,
        "trend": 209.860667,
        "fair_value": 166.873613,
        "relative_strength": 23.945988,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 60.455025,
        "energy": 58.486985,
        "activity_lines": [
          228.106667,
          224.869091,
          219.706667,
          216.062409
        ]
      },
      {
        "date": "2023-10-27",
        "close": 219.199997,
        "volume": 0,
        "typical_volume": 4.1,
        "trend": 210.756667,
        "fair_value": 167.309666,
        "relative_strength": 20.388402,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 57.735613,
        "energy": 44.137432,
        "activity_lines": [
          225.773333,
          224.472726,
          219.94,
          216.664947
        ]
      },
      {
        "date": "2023-11-03",
        "close": 232.399994,
        "volume": 0,
        "typical_volume": 4.1,
        "trend": 212.153334,
        "fair_value": 167.847603,
        "relative_strength": 19.970423,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 69.747539,
        "energy": 47.622768,
        "activity_lines": [
          227.773331,
          226.159998,
          221.401904,
          218.06129
        ]
      },
      {
        "date": "2023-11-10",
        "close": 244.199997,
        "volume": 0,
        "typical_volume": 4.1,
        "trend": 213.783333,
        "fair_value": 168.473442,
        "relative_strength": 24.343291,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 81.259787,
        "energy": 53.952742,
        "activity_lines": [
          233.079997,
          229.650907,
          223.913332,
          220.128817
        ]
      },
      {
        "date": "2023-11-17",
        "close": 246.199997,
        "volume": 0,
        "typical_volume": 4.05,
        "trend": 215.54,
        "fair_value": 169.105365,
        "relative_strength": 21.674896,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 79.95251,
        "energy": 68.870336,
        "activity_lines": [
          237.906663,
          233.170907,
          226.438094,
          222.220215
        ]
      },
      {
        "date": "2023-11-24",
        "close": 246.199997,
        "volume": 0,
        "typical_volume": 4.05,
        "trend": 217.533333,
        "fair_value": 169.727096,
        "relative_strength": 21.454063,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 74.907542,
        "energy": 83.922617,
        "activity_lines": [
          242.159997,
          236.272725,
          228.809522,
          224.198279
        ]
      },
      {
        "date": "2023-12-01",
        "close": 249.0,
        "volume": 0,
        "typical_volume": 4.05,
        "trend": 219.643333,
        "fair_value": 170.361279,
        "relative_strength": 19.619182,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 74.918144,
        "energy": 87.597292,
        "activity_lines": [
          245.946664,
          239.37818,
          231.263808,
          226.228386
        ]
      },
      {
        "date": "2023-12-08",
        "close": 240.399994,
        "volume": 0,
        "typical_volume": 4.05,
        "trend": 221.496666,
        "fair_value": 170.917142,
        "relative_strength": 14.491115,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 66.024532,
        "energy": 77.507298,
        "activity_lines": [
          244.879997,
          240.359997,
          232.741903,
          227.567526
        ]
      },
      {
        "date": "2023-12-15",
        "close": 250.0,
        "volume": 2,
        "typical_volume": 4.1,
        "trend": 223.166667,
        "fair_value": 171.539842,
        "relative_strength": 16.45324,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 73.642625,
        "energy": 69.367316,
        "activity_lines": [
          246.479998,
          242.770907,
          235.030474,
          229.406451
        ]
      },
      {
        "date": "2023-12-22",
        "close": 249.199997,
        "volume": 0,
        "typical_volume": 4.1,
        "trend": 224.286666,
        "fair_value": 172.146562,
        "relative_strength": 13.985747,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.989083,
        "energy": 57.788164,
        "activity_lines": [
          247.426664,
          244.618179,
          237.066665,
          231.08602
        ]
      },
      {
        "date": "2023-12-29",
        "close": 247.199997,
        "volume": 0,
        "typical_volume": 1.7,
        "trend": 225.3,
        "fair_value": 172.728371,
        "relative_strength": 11.373096,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.767488,
        "energy": 52.024827,
        "activity_lines": [
          247.506664,
          245.890906,
          238.722855,
          232.5643
        ]
      },
      {
        "date": "2024-01-05",
        "close": 233.399994,
        "volume": 0,
        "typical_volume": 1.7,
        "trend": 225.973333,
        "fair_value": 173.195076,
        "relative_strength": 4.602807,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 46.648588,
        "energy": 36.671217,
        "activity_lines": [
          242.919996,
          244.254542,
          238.866664,
          233.08688
        ]
      },
      {
        "date": "2024-01-12",
        "close": 243.600006,
        "volume": 0,
        "typical_volume": 1.7,
        "trend": 226.866666,
        "fair_value": 173.732518,
        "relative_strength": 9.389021,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 42.332808,
        "energy": 29.865956,
        "activity_lines": [
          242.773333,
          244.214544,
          239.831427,
          234.224085
        ]
      },
      {
        "date": "2024-01-19",
        "close": 263.600006,
        "volume": 5,
        "typical_volume": 1.95,
        "trend": 228.753333,
        "fair_value": 174.413333,
        "relative_strength": 19.257671,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 81.438485,
        "energy": 50.555538,
        "activity_lines": [
          249.080002,
          247.607273,
          242.558094,
          236.593978
        ]
      },
      {
        "date": "2024-01-26",
        "close": 269.600006,
        "volume": 0,
        "typical_volume": 1.95,
        "trend": 230.606667,
        "fair_value": 175.129022,
        "relative_strength": 17.107937,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 84.25863,
        "energy": 62.920852,
        "activity_lines": [
          256.480004,
          251.738183,
          245.67619,
          239.229247
        ]
      },
      {
        "date": "2024-02-02",
        "close": 275.200012,
        "volume": 0,
        "typical_volume": 1.95,
        "trend": 232.86,
        "fair_value": 175.87582,
        "relative_strength": 19.068635,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 85.717929,
        "energy": 92.531861,
        "activity_lines": [
          264.386674,
          256.461822,
          249.106667,
          242.106237
        ]
      },
      {
        "date": "2024-02-09",
        "close": 289.0,
        "volume": 0,
        "typical_volume": 1.95,
        "trend": 235.293333,
        "fair_value": 176.713777,
        "relative_strength": 26.776962,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 90.841742,
        "energy": 96.228594,
        "activity_lines": [
          275.026672,
          263.167276,
          253.580953,
          245.728172
        ]
      },
      {
        "date": "2024-02-16",
        "close": 272.799988,
        "volume": 0,
        "typical_volume": 1.95,
        "trend": 237.1,
        "fair_value": 177.420293,
        "relative_strength": 17.057176,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.364938,
        "energy": 86.783273,
        "activity_lines": [
          276.56,
          266.200001,
          256.175238,
          248.147956
        ]
      },
      {
        "date": "2024-02-23",
        "close": 279.200012,
        "volume": 0,
        "typical_volume": 1.95,
        "trend": 239.306667,
        "fair_value": 178.163211,
        "relative_strength": 19.592226,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.910758,
        "energy": 82.05371,
        "activity_lines": [
          278.280003,
          269.807276,
          259.141906,
          250.864086
        ]
      },
      {
        "date": "2024-03-01",
        "close": 289.0,
        "volume": 0,
        "typical_volume": 1.45,
        "trend": 241.96,
        "fair_value": 178.966376,
        "relative_strength": 22.866026,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.056807,
        "energy": 69.505491,
        "activity_lines": [
          282.226668,
          274.665457,
          262.793334,
          254.070108
        ]
      },
      {
        "date": "2024-03-08",
        "close": 286.799988,
        "volume": 0,
        "typical_volume": 0.35,
        "trend": 244.666666,
        "fair_value": 179.742158,
        "relative_strength": 20.891499,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 70.966457,
        "energy": 64.054683,
        "activity_lines": [
          284.146663,
          278.4,
          265.990476,
          256.96301
        ]
      },
      {
        "date": "2024-03-15",
        "close": 274.600006,
        "volume": 0,
        "typical_volume": 0.35,
        "trend": 247.093333,
        "fair_value": 180.419714,
        "relative_strength": 14.105315,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.48669,
        "energy": 56.671836,
        "activity_lines": [
          281.226666,
          279.196365,
          267.732381,
          258.894193
        ]
      },
      {
        "date": "2024-03-22",
        "close": 298.799988,
        "volume": 0,
        "typical_volume": 0.35,
        "trend": 249.933332,
        "fair_value": 181.25929,
        "relative_strength": 20.24686,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 80.51047,
        "energy": 62.474224,
        "activity_lines": [
          287.333329,
          283.643635,
          271.515238,
          262.230107
        ]
      },
      {
        "date": "2024-03-29",
        "close": 288.200012,
        "volume": 0,
        "typical_volume": 0.35,
        "trend": 252.013333,
        "fair_value": 182.012394,
        "relative_strength": 14.120267,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.161735,
        "energy": 52.151491,
        "activity_lines": [
          288.173334,
          285.16,
          273.972382,
          264.698925
        ]
      },
      {
        "date": "2024-04-05",
        "close": 286.299988,
        "volume": 0,
        "typical_volume": 0.35,
        "trend": 254.116666,
        "fair_value": 182.741678,
        "relative_strength": 11.766513,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 60.581159,
        "energy": 48.399718,
        "activity_lines": [
          287.779997,
          285.883634,
          276.039047,
          266.910967
        ]
      },
      {
        "date": "2024-04-12",
        "close": 287.700012,
        "volume": 0,
        "typical_volume": 0.35,
        "trend": 256.426666,
        "fair_value": 183.470555,
        "relative_strength": 12.055833,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.761356,
        "energy": 49.172659,
        "activity_lines": [
          288.033335,
          286.558182,
          278.048096,
          269.077635
        ]
      },
      {
        "date": "2024-04-19",
        "close": 277.399994,
        "volume": 60,
        "typical_volume": 3.35,
        "trend": 258.4,
        "fair_value": 184.118344,
        "relative_strength": 8.042926,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 44.253352,
        "energy": 33.362207,
        "activity_lines": [
          284.793333,
          285.132727,
          278.878571,
          270.430752
        ]
      },
      {
        "date": "2024-04-26",
        "close": 267.100006,
        "volume": 1,
        "typical_volume": 3.4,
        "trend": 259.87,
        "fair_value": 184.686712,
        "relative_strength": 3.206056,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 27.347817,
        "energy": 17.703597,
        "activity_lines": [
          277.933335,
          282.045455,
          278.592858,
          270.992043
        ]
      },
      {
        "date": "2024-05-03",
        "close": 261.25,
        "volume": 0,
        "typical_volume": 3.3,
        "trend": 261.011666,
        "fair_value": 185.20755,
        "relative_strength": -0.64745,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 6.392601,
        "energy": 15.873071,
        "activity_lines": [
          271.236668,
          277.998182,
          277.622858,
          271.081075
        ]
      },
      {
        "date": "2024-05-10",
        "close": 266.149994,
        "volume": 0,
        "typical_volume": 3.3,
        "trend": 261.963333,
        "fair_value": 185.754459,
        "relative_strength": -1.770288,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 0.177225,
        "energy": 20.717392,
        "activity_lines": [
          267.969999,
          275.168181,
          277.065952,
          271.41258
        ]
      },
      {
        "date": "2024-05-17",
        "close": 266.799988,
        "volume": 0,
        "typical_volume": 3.3,
        "trend": 263.349999,
        "fair_value": 186.298389,
        "relative_strength": -3.408797,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -0.230913,
        "energy": 24.056461,
        "activity_lines": [
          266.263328,
          272.871816,
          276.490237,
          271.724623
        ]
      },
      {
        "date": "2024-05-24",
        "close": 273.799988,
        "volume": 10,
        "typical_volume": 3.8,
        "trend": 265.169999,
        "fair_value": 186.881732,
        "relative_strength": -0.870697,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 2.069018,
        "energy": 19.078628,
        "activity_lines": [
          268.283325,
          272.211814,
          276.487855,
          272.398816
        ]
      },
      {
        "date": "2024-05-31",
        "close": 259.5,
        "volume": 5,
        "typical_volume": 4.05,
        "trend": 266.073332,
        "fair_value": 187.362648,
        "relative_strength": -4.583183,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -30.505326,
        "energy": 38.747781,
        "activity_lines": [
          265.77666,
          268.96636,
          274.931188,
          272.033009
        ]
      },
      {
        "date": "2024-06-07",
        "close": 275.799988,
        "volume": 2,
        "typical_volume": 3.9,
        "trend": 267.126665,
        "fair_value": 187.944473,
        "relative_strength": 2.021918,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.470411,
        "energy": 10.728746,
        "activity_lines": [
          269.209992,
          269.399085,
          274.851187,
          272.660535
        ]
      },
      {
        "date": "2024-06-14",
        "close": 289.450012,
        "volume": 0,
        "typical_volume": 3.9,
        "trend": 268.568332,
        "fair_value": 188.607908,
        "relative_strength": 10.437612,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 50.059239,
        "energy": 26.902837,
        "activity_lines": [
          276.223332,
          272.539088,
          276.013093,
          274.100751
        ]
      },
      {
        "date": "2024-06-21",
        "close": 295.950012,
        "volume": 0,
        "typical_volume": 3.9,
        "trend": 270.226666,
        "fair_value": 189.304934,
        "relative_strength": 10.699678,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 61.901702,
        "energy": 41.645748,
        "activity_lines": [
          283.850004,
          276.803636,
          277.699523,
          275.867311
        ]
      },
      {
        "date": "2024-06-28",
        "close": 290.549988,
        "volume": 26,
        "typical_volume": 5.2,
        "trend": 271.611666,
        "fair_value": 189.958128,
        "relative_strength": 7.78904,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 63.286561,
        "energy": 55.151587,
        "activity_lines": [
          287.733333,
          279.936361,
          278.772855,
          277.178493
        ]
      },
      {
        "date": "2024-07-05",
        "close": 295.600006,
        "volume": 35,
        "typical_volume": 6.95,
        "trend": 273.451666,
        "fair_value": 190.63532,
        "relative_strength": 6.373426,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 68.591081,
        "energy": 73.239534,
        "activity_lines": [
          292.183335,
          283.748181,
          280.319761,
          278.726128
        ]
      },
      {
        "date": "2024-07-12",
        "close": 290.0,
        "volume": 0,
        "typical_volume": 6.95,
        "trend": 274.785,
        "fair_value": 191.747499,
        "relative_strength": 4.156523,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 62.01995,
        "energy": 68.328634,
        "activity_lines": [
          292.360002,
          286.023636,
          281.224761,
          279.793763
        ]
      },
      {
        "date": "2024-07-19",
        "close": 255.949997,
        "volume": 4,
        "typical_volume": 7.15,
        "trend": 275.01,
        "fair_value": 192.592179,
        "relative_strength": -7.248025,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "up",
        "direction": 9.225916,
        "energy": 7.817673,
        "activity_lines": [
          280.239999,
          281.585454,
          278.835475,
          278.578601
        ]
      },
      {
        "date": "2024-07-26",
        "close": 239.75,
        "volume": 0,
        "typical_volume": 7.15,
        "trend": 274.761666,
        "fair_value": 193.336986,
        "relative_strength": -13.095498,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -48.873063,
        "energy": 39.464764,
        "activity_lines": [
          264.953333,
          274.387273,
          275.060713,
          276.303763
        ]
      },
      {
        "date": "2024-08-02",
        "close": 224.149994,
        "volume": 0,
        "typical_volume": 7.15,
        "trend": 274.453333,
        "fair_value": 193.954615,
        "relative_strength": -15.378142,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -86.053169,
        "energy": 83.330057,
        "activity_lines": [
          248.213331,
          264.844545,
          270.024284,
          273.038493
        ]
      },
      {
        "date": "2024-08-09",
        "close": 245.699997,
        "volume": 0,
        "typical_volume": 7.15,
        "trend": 274.523333,
        "fair_value": 194.69923,
        "relative_strength": -8.22388,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.088437,
        "energy": 76.869728,
        "activity_lines": [
          243.08333,
          260.122726,
          267.280475,
          271.183439
        ]
      },
      {
        "date": "2024-08-16",
        "close": 255.100006,
        "volume": 0,
        "typical_volume": 7.15,
        "trend": 274.239999,
        "fair_value": 195.484358,
        "relative_strength": -6.574598,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.548809,
        "energy": 76.794881,
        "activity_lines": [
          244.413333,
          257.360909,
          265.684761,
          269.930322
        ]
      },
      {
        "date": "2024-08-23",
        "close": 247.300003,
        "volume": 0,
        "typical_volume": 7.15,
        "trend": 273.496666,
        "fair_value": 196.19641,
        "relative_strength": -10.919081,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.028721,
        "energy": 67.953291,
        "activity_lines": [
          245.470001,
          253.557273,
          263.503809,
          268.192257
        ]
      },
      {
        "date": "2024-08-30",
        "close": 241.699997,
        "volume": 0,
        "typical_volume": 7.15,
        "trend": 272.379999,
        "fair_value": 196.848845,
        "relative_strength": -13.735309,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.095273,
        "energy": 46.200151,
        "activity_lines": [
          245.236667,
          249.501818,
          260.975237,
          266.140859
        ]
      },
      {
        "date": "2024-09-06",
        "close": 222.050003,
        "volume": 35,
        "typical_volume": 5.9,
        "trend": 270.148332,
        "fair_value": 197.37673,
        "relative_strength": -17.269875,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -78.634847,
        "energy": 54.897846,
        "activity_lines": [
          238.323335,
          242.86,
          256.794285,
          262.893763
        ]
      },
      {
        "date": "2024-09-13",
        "close": 243.100006,
        "volume": 0,
        "typical_volume": 5.85,
        "trend": 269.158333,
        "fair_value": 198.046346,
        "relative_strength": -9.938126,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.900052,
        "energy": 46.258507,
        "activity_lines": [
          238.56667,
          241.29091,
          254.881667,
          261.148709
        ]
      },
      {
        "date": "2024-09-20",
        "close": 246.300003,
        "volume": 0,
        "typical_volume": 5.85,
        "trend": 268.061666,
        "fair_value": 198.737371,
        "relative_strength": -9.050689,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.687476,
        "energy": 43.22658,
        "activity_lines": [
          240.050003,
          241.258184,
          253.388096,
          259.673978
        ]
      },
      {
        "date": "2024-09-27",
        "close": 244.149994,
        "volume": 0,
        "typical_volume": 5.85,
        "trend": 266.566666,
        "fair_value": 199.470384,
        "relative_strength": -10.565206,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.631375,
        "energy": 38.767699,
        "activity_lines": [
          241.403334,
          241.629092,
          251.760953,
          258.13129
        ]
      },
      {
        "date": "2024-10-04",
        "close": 243.399994,
        "volume": 41,
        "typical_volume": 7.9,
        "trend": 265.119999,
        "fair_value": 200.195128,
        "relative_strength": -9.762807,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.71643,
        "energy": 25.21189,
        "activity_lines": [
          242.716665,
          242.078181,
          250.167143,
          256.636666
        ]
      },
      {
        "date": "2024-10-11",
        "close": 257.899994,
        "volume": 0,
        "typical_volume": 7.4,
        "trend": 264.563332,
        "fair_value": 200.985769,
        "relative_strength": -4.43175,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -29.592242,
        "energy": 17.239,
        "activity_lines": [
          248.749996,
          245.097271,
          250.065714,
          256.170859
        ]
      },
      {
        "date": "2024-10-18",
        "close": 241.199997,
        "volume": 0,
        "typical_volume": 7.15,
        "trend": 262.643332,
        "fair_value": 201.616409,
        "relative_strength": -10.754846,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -37.270293,
        "energy": 18.215773,
        "activity_lines": [
          246.826662,
          244.466362,
          248.449523,
          254.663547
        ]
      },
      {
        "date": "2024-10-25",
        "close": 239.899994,
        "volume": 0,
        "typical_volume": 7.05,
        "trend": 261.033332,
        "fair_value": 202.204102,
        "relative_strength": -10.008287,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -41.002466,
        "energy": 21.655462,
        "activity_lines": [
          244.596661,
          243.680906,
          246.796665,
          253.196235
        ]
      },
      {
        "date": "2024-11-01",
        "close": 259.200012,
        "volume": 0,
        "typical_volume": 7.05,
        "trend": 260.129999,
        "fair_value": 202.878076,
        "relative_strength": -1.27832,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -19.757357,
        "energy": 12.300633,
        "activity_lines": [
          249.226667,
          246.680908,
          247.152857,
          253.077956
        ]
      },
      {
        "date": "2024-11-08",
        "close": 281.75,
        "volume": 41,
        "typical_volume": 9.1,
        "trend": 259.931666,
        "fair_value": 203.676858,
        "relative_strength": 6.57221,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "mixed",
        "direction": 33.973859,
        "energy": 28.384345,
        "activity_lines": [
          260.370001,
          253.564545,
          249.800714,
          254.472795
        ]
      },
      {
        "date": "2024-11-15",
        "close": 276.25,
        "volume": 0,
        "typical_volume": 7.8,
        "trend": 259.893332,
        "fair_value": 204.395256,
        "relative_strength": 4.256858,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 31.427756,
        "energy": 47.089678,
        "activity_lines": [
          267.123335,
          258.72,
          251.992381,
          255.525591
        ]
      },
      {
        "date": "2024-11-22",
        "close": 298.5,
        "volume": 41,
        "typical_volume": 8.1,
        "trend": 260.939999,
        "fair_value": 205.253845,
        "relative_strength": 13.136407,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 45.572377,
        "energy": 68.103814,
        "activity_lines": [
          280.070001,
          266.935454,
          256.37119,
          258.016344
        ]
      },
      {
        "date": "2024-11-29",
        "close": 291.450012,
        "volume": 0,
        "typical_volume": 8.1,
        "trend": 261.946666,
        "fair_value": 206.112371,
        "relative_strength": 10.051654,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 43.93206,
        "energy": 71.002839,
        "activity_lines": [
          286.846671,
          272.86182,
          260.064763,
          259.984732
        ]
      },
      {
        "date": "2024-12-06",
        "close": 290.950012,
        "volume": 0,
        "typical_volume": 7.9,
        "trend": 262.773333,
        "fair_value": 206.946281,
        "relative_strength": 8.256124,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 41.496398,
        "energy": 69.746516,
        "activity_lines": [
          290.020007,
          277.876368,
          263.703812,
          261.855915
        ]
      },
      {
        "date": "2024-12-13",
        "close": 288.049988,
        "volume": 0,
        "typical_volume": 7.9,
        "trend": 263.481667,
        "fair_value": 207.759935,
        "relative_strength": 5.163122,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 65.794166,
        "energy": 76.465767,
        "activity_lines": [
          290.110002,
          281.512729,
          266.900001,
          263.486667
        ]
      },
      {
        "date": "2024-12-20",
        "close": 291.200012,
        "volume": 4,
        "typical_volume": 8.1,
        "trend": 264.061667,
        "fair_value": 208.566346,
        "relative_strength": 7.818485,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.601196,
        "energy": 60.45759,
        "activity_lines": [
          290.830005,
          284.910004,
          270.166192,
          265.274948
        ]
      },
      {
        "date": "2024-12-27",
        "close": 290.75,
        "volume": 0,
        "typical_volume": 8.1,
        "trend": 265.103334,
        "fair_value": 209.353846,
        "relative_strength": 6.217462,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.111088,
        "energy": 49.799063,
        "activity_lines": [
          290.403337,
          287.620003,
          273.07024,
          266.996775
        ]
      },
      {
        "date": "2025-01-03",
        "close": 292.700012,
        "volume": 0,
        "typical_volume": 8.1,
        "trend": 265.666668,
        "fair_value": 210.278461,
        "relative_strength": 6.005313,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.069063,
        "energy": 48.238413,
        "activity_lines": [
          291.143339,
          289.783641,
          275.945479,
          268.777206
        ]
      },
      {
        "date": "2025-01-10",
        "close": 292.25,
        "volume": 0,
        "typical_volume": 8.1,
        "trend": 265.760001,
        "fair_value": 211.245576,
        "relative_strength": 5.598762,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.357348,
        "energy": 47.144017,
        "activity_lines": [
          291.650004,
          290.905459,
          278.598812,
          270.49226
        ]
      },
      {
        "date": "2025-01-17",
        "close": 297.200012,
        "volume": 0,
        "typical_volume": 8.1,
        "trend": 265.801668,
        "fair_value": 212.293141,
        "relative_strength": 3.728705,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.907143,
        "energy": 49.078973,
        "activity_lines": [
          293.720007,
          292.326369,
          281.509527,
          272.520648
        ]
      },
      {
        "date": "2025-01-24",
        "close": 304.350006,
        "volume": 0,
        "typical_volume": 6.35,
        "trend": 266.261668,
        "fair_value": 213.43,
        "relative_strength": 4.406602,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.399348,
        "energy": 54.407306,
        "activity_lines": [
          297.56334,
          294.76637,
          284.836909,
          275.007637
        ]
      },
      {
        "date": "2025-01-31",
        "close": 291.950012,
        "volume": 0,
        "typical_volume": 6.35,
        "trend": 266.140002,
        "fair_value": 214.480705,
        "relative_strength": -0.231825,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.317082,
        "energy": 45.253876,
        "activity_lines": [
          296.396675,
          294.440916,
          286.591433,
          276.66495
        ]
      },
      {
        "date": "2025-02-07",
        "close": 290.399994,
        "volume": 0,
        "typical_volume": 6.35,
        "trend": 266.153335,
        "fair_value": 215.518525,
        "relative_strength": -0.865476,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.644354,
        "energy": 41.884352,
        "activity_lines": [
          294.633337,
          293.952732,
          287.965718,
          278.230111
        ]
      },
      {
        "date": "2025-02-14",
        "close": 278.899994,
        "volume": 0,
        "typical_volume": 6.35,
        "trend": 266.918335,
        "fair_value": 216.531218,
        "relative_strength": -9.285162,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 38.929772,
        "energy": 25.203713,
        "activity_lines": [
          289.19,
          291.39273,
          288.034765,
          279.052476
        ]
      },
      {
        "date": "2025-02-21",
        "close": 253.300003,
        "volume": 0,
        "typical_volume": 4.3,
        "trend": 267.370002,
        "fair_value": 217.294679,
        "relative_strength": -16.474078,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -15.246648,
        "energy": 23.602908,
        "activity_lines": [
          276.103334,
          284.397276,
          285.500241,
          278.173874
        ]
      },
      {
        "date": "2025-02-28",
        "close": 239.149994,
        "volume": 0,
        "typical_volume": 4.3,
        "trend": 267.870002,
        "fair_value": 217.932436,
        "relative_strength": -22.470331,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -47.273803,
        "energy": 50.577991,
        "activity_lines": [
          261.226664,
          275.46091,
          281.570955,
          276.353228
        ]
      },
      {
        "date": "2025-03-07",
        "close": 218.649994,
        "volume": 22,
        "typical_volume": 5.4,
        "trend": 266.968335,
        "fair_value": 218.471218,
        "relative_strength": -30.868129,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -55.970562,
        "energy": 80.957096,
        "activity_lines": [
          243.863329,
          263.743636,
          275.778573,
          273.177744
        ]
      },
      {
        "date": "2025-03-14",
        "close": 226.399994,
        "volume": 37,
        "typical_volume": 7.25,
        "trend": 266.011668,
        "fair_value": 219.017115,
        "relative_strength": -28.013161,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -43.102949,
        "energy": 79.471716,
        "activity_lines": [
          233.969995,
          254.746362,
          270.831668,
          270.560431
        ]
      },
      {
        "date": "2025-03-21",
        "close": 243.75,
        "volume": 0,
        "typical_volume": 7.25,
        "trend": 265.893334,
        "fair_value": 219.654359,
        "relative_strength": -21.216906,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -40.829155,
        "energy": 77.757267,
        "activity_lines": [
          234.126663,
          250.109089,
          267.601429,
          269.124195
        ]
      },
      {
        "date": "2025-03-28",
        "close": 237.300003,
        "volume": 0,
        "typical_volume": 5.2,
        "trend": 265.746668,
        "fair_value": 220.216666,
        "relative_strength": -21.249483,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.808571,
        "energy": 71.85661,
        "activity_lines": [
          234.476665,
          245.180907,
          263.830477,
          267.279464
        ]
      },
      {
        "date": "2025-04-04",
        "close": 218.050003,
        "volume": 0,
        "typical_volume": 5.2,
        "trend": 265.613335,
        "fair_value": 220.669423,
        "relative_strength": -19.212497,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -79.024191,
        "energy": 65.360586,
        "activity_lines": [
          229.476667,
          237.841817,
          258.437858,
          264.202259
        ]
      },
      {
        "date": "2025-04-11",
        "close": 222.050003,
        "volume": 300,
        "typical_volume": 18.15,
        "trend": 264.911668,
        "fair_value": 221.19641,
        "relative_strength": -16.222913,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.462269,
        "energy": 55.235293,
        "activity_lines": [
          227.216669,
          232.799091,
          253.703334,
          261.391722
        ]
      },
      {
        "date": "2025-04-18",
        "close": 229.449997,
        "volume": 0,
        "typical_volume": 18.15,
        "trend": 264.350001,
        "fair_value": 221.76391,
        "relative_strength": -17.407997,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.955451,
        "energy": 51.730932,
        "activity_lines": [
          227.196667,
          230.372727,
          250.037619,
          259.103872
        ]
      },
      {
        "date": "2025-04-25",
        "close": 252.0,
        "volume": 43,
        "typical_volume": 20.3,
        "trend": 264.611668,
        "fair_value": 222.431602,
        "relative_strength": -12.225666,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -46.939512,
        "energy": 38.52702,
        "activity_lines": [
          234.49,
          233.154545,
          248.814762,
          258.307098
        ]
      },
      {
        "date": "2025-05-02",
        "close": 270.850006,
        "volume": 55,
        "typical_volume": 23.05,
        "trend": 265.526668,
        "fair_value": 223.274102,
        "relative_strength": -6.820832,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -22.166326,
        "energy": 17.80445,
        "activity_lines": [
          247.516669,
          239.852728,
          249.57262,
          258.709571
        ]
      },
      {
        "date": "2025-05-09",
        "close": 271.25,
        "volume": 5,
        "typical_volume": 23.1,
        "trend": 265.971668,
        "fair_value": 224.140577,
        "relative_strength": -10.583407,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -9.747481,
        "energy": 21.626257,
        "activity_lines": [
          258.440001,
          246.304547,
          250.450477,
          259.078818
        ]
      },
      {
        "date": "2025-05-16",
        "close": 287.25,
        "volume": 43,
        "typical_volume": 25.25,
        "trend": 267.506669,
        "fair_value": 225.114359,
        "relative_strength": -7.864806,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "mixed",
        "direction": 33.785064,
        "energy": 38.987358,
        "activity_lines": [
          271.150001,
          255.081819,
          252.947143,
          260.451614
        ]
      },
      {
        "date": "2025-05-23",
        "close": 274.850006,
        "volume": 43,
        "typical_volume": 27.4,
        "trend": 268.671669,
        "fair_value": 225.949423,
        "relative_strength": -10.492779,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 22.207684,
        "energy": 37.986031,
        "activity_lines": [
          275.380003,
          260.357275,
          254.279525,
          260.925378
        ]
      },
      {
        "date": "2025-05-30",
        "close": 249.850006,
        "volume": 0,
        "typical_volume": 27.4,
        "trend": 268.360002,
        "fair_value": 226.607949,
        "relative_strength": -19.120206,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "down",
        "direction": -6.163241,
        "energy": 22.921954,
        "activity_lines": [
          268.250004,
          260.206366,
          253.315954,
          259.711077
        ]
      },
      {
        "date": "2025-06-06",
        "close": 261.649994,
        "volume": 0,
        "typical_volume": 27.4,
        "trend": 267.690002,
        "fair_value": 227.384166,
        "relative_strength": -15.336217,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -4.933682,
        "energy": 15.944933,
        "activity_lines": [
          265.196667,
          262.090001,
          253.678096,
          259.278173
        ]
      },
      {
        "date": "2025-06-13",
        "close": 263.5,
        "volume": 86,
        "typical_volume": 31.7,
        "trend": 267.265002,
        "fair_value": 228.1925,
        "relative_strength": -12.380201,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -19.669134,
        "energy": 11.38933,
        "activity_lines": [
          263.373334,
          263.867274,
          254.385715,
          259.00785
        ]
      },
      {
        "date": "2025-06-20",
        "close": 256.350006,
        "volume": 10,
        "typical_volume": 32.2,
        "trend": 265.860002,
        "fair_value": 228.900641,
        "relative_strength": -13.797758,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -25.116934,
        "energy": 18.48916,
        "activity_lines": [
          259.683335,
          263.518184,
          254.606906,
          258.303657
        ]
      },
      {
        "date": "2025-06-27",
        "close": 264.600006,
        "volume": 0,
        "typical_volume": 32.2,
        "trend": 264.965002,
        "fair_value": 229.687179,
        "relative_strength": -12.212224,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -21.926413,
        "energy": 12.479188,
        "activity_lines": [
          260.803337,
          264.045457,
          255.783335,
          258.222367
        ]
      },
      {
        "date": "2025-07-04",
        "close": 277.75,
        "volume": 0,
        "typical_volume": 32.2,
        "trend": 264.525001,
        "fair_value": 230.453782,
        "relative_strength": -6.693141,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 22.967472,
        "energy": 16.134473,
        "activity_lines": [
          266.990002,
          266.324548,
          258.335002,
          259.047206
        ]
      },
      {
        "date": "2025-07-11",
        "close": 274.75,
        "volume": 6,
        "typical_volume": 32.5,
        "trend": 264.081669,
        "fair_value": 231.213718,
        "relative_strength": -9.30018,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 31.955219,
        "energy": 32.843851,
        "activity_lines": [
          270.316669,
          267.590002,
          260.60643,
          259.706883
        ]
      },
      {
        "date": "2025-07-18",
        "close": 272.0,
        "volume": 46,
        "typical_volume": 34.8,
        "trend": 263.441668,
        "fair_value": 231.901538,
        "relative_strength": -10.021678,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 28.842322,
        "energy": 39.317432,
        "activity_lines": [
          271.853335,
          268.284547,
          262.513811,
          260.217743
        ]
      },
      {
        "date": "2025-07-25",
        "close": 282.049988,
        "volume": 0,
        "typical_volume": 33.7,
        "trend": 263.151668,
        "fair_value": 232.554295,
        "relative_strength": -8.436988,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 42.926428,
        "energy": 56.986252,
        "activity_lines": [
          276.17333,
          270.792726,
          265.221905,
          261.41828
        ]
      },
      {
        "date": "2025-08-01",
        "close": 308.100006,
        "volume": 35,
        "typical_volume": 33.6,
        "trend": 263.665001,
        "fair_value": 233.371474,
        "relative_strength": 2.512746,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 87.946293,
        "energy": 81.158525,
        "activity_lines": [
          287.463332,
          278.131818,
          270.109048,
          264.318173
        ]
      },
      {
        "date": "2025-08-08",
        "close": 305.75,
        "volume": 10,
        "typical_volume": 34.1,
        "trend": 264.115001,
        "fair_value": 234.153974,
        "relative_strength": -3.836615,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.041194,
        "energy": 83.577658,
        "activity_lines": [
          295.069999,
          284.439091,
          274.383334,
          267.033334
        ]
      },
      {
        "date": "2025-08-15",
        "close": 298.200012,
        "volume": 0,
        "typical_volume": 34.1,
        "trend": 264.148334,
        "fair_value": 234.86718,
        "relative_strength": -8.406943,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.231312,
        "energy": 81.320865,
        "activity_lines": [
          298.293337,
          288.357275,
          277.643335,
          269.232367
        ]
      },
      {
        "date": "2025-08-22",
        "close": 301.350006,
        "volume": 1,
        "typical_volume": 34.15,
        "trend": 264.048334,
        "fair_value": 235.645449,
        "relative_strength": -6.173055,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.997228,
        "energy": 81.628583,
        "activity_lines": [
          301.003339,
          292.183639,
          280.913335,
          271.632475
        ]
      },
      {
        "date": "2025-08-29",
        "close": 297.950012,
        "volume": 0,
        "typical_volume": 19.15,
        "trend": 264.248334,
        "fair_value": 236.451923,
        "relative_strength": -3.768017,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.690339,
        "energy": 78.43085,
        "activity_lines": [
          300.623342,
          294.703641,
          283.46286,
          273.81968
        ]
      },
      {
        "date": "2025-09-05",
        "close": 296.25,
        "volume": 0,
        "typical_volume": 19.15,
        "trend": 264.443334,
        "fair_value": 237.23109,
        "relative_strength": -4.035466,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.263145,
        "energy": 56.852172,
        "activity_lines": [
          298.616673,
          296.158186,
          285.489051,
          275.884303
        ]
      },
      {
        "date": "2025-09-12",
        "close": 294.5,
        "volume": 0,
        "typical_volume": 17.0,
        "trend": 264.963335,
        "fair_value": 238.079167,
        "relative_strength": -5.525039,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.967374,
        "energy": 44.784908,
        "activity_lines": [
          296.816671,
          296.719095,
          287.030479,
          277.823443
        ]
      },
      {
        "date": "2025-09-19",
        "close": 312.049988,
        "volume": 1,
        "typical_volume": 14.3,
        "trend": 266.921667,
        "fair_value": 239.018718,
        "relative_strength": 0.542113,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.371706,
        "energy": 50.236159,
        "activity_lines": [
          301.616665,
          300.166365,
          290.040954,
          280.861292
        ]
      },
      {
        "date": "2025-09-26",
        "close": 297.899994,
        "volume": 59,
        "typical_volume": 17.0,
        "trend": 268.880001,
        "fair_value": 239.835,
        "relative_strength": -4.463376,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.990647,
        "energy": 39.926195,
        "activity_lines": [
          300.776662,
          300.362727,
          291.50762,
          282.859893
        ]
      },
      {
        "date": "2025-10-03",
        "close": 299.049988,
        "volume": 0,
        "typical_volume": 14.85,
        "trend": 271.560001,
        "fair_value": 240.692244,
        "relative_strength": -6.038707,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 53.474439,
        "energy": 39.33853,
        "activity_lines": [
          300.549992,
          300.29727,
          292.956904,
          284.806344
        ]
      },
      {
        "date": "2025-10-10",
        "close": 299.549988,
        "volume": 0,
        "typical_volume": 12.7,
        "trend": 273.998334,
        "fair_value": 241.626282,
        "relative_strength": -3.86711,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 52.532854,
        "energy": 38.03385,
        "activity_lines": [
          300.416657,
          300.013631,
          294.397617,
          286.61215
        ]
      },
      {
        "date": "2025-10-17",
        "close": 277.299988,
        "volume": 0,
        "typical_volume": 12.7,
        "trend": 275.116667,
        "fair_value": 242.390128,
        "relative_strength": -9.135494,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 17.091093,
        "energy": 12.767941,
        "activity_lines": [
          292.646655,
          295.839993,
          293.601664,
          286.82516
        ]
      },
      {
        "date": "2025-10-24",
        "close": 299.299988,
        "volume": 0,
        "typical_volume": 12.7,
        "trend": 277.183333,
        "fair_value": 243.335897,
        "relative_strength": -3.695558,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.635817,
        "energy": 17.888086,
        "activity_lines": [
          293.356655,
          296.183628,
          294.770234,
          288.385374
        ]
      },
      {
        "date": "2025-10-31",
        "close": 292.5,
        "volume": 33,
        "typical_volume": 10.05,
        "trend": 279.664999,
        "fair_value": 244.299872,
        "relative_strength": -8.327236,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 27.590474,
        "energy": 16.585665,
        "activity_lines": [
          292.649992,
          295.270901,
          295.111901,
          289.373546
        ]
      },
      {
        "date": "2025-11-07",
        "close": 281.049988,
        "volume": 0,
        "typical_volume": 9.55,
        "trend": 281.631666,
        "fair_value": 245.078141,
        "relative_strength": -10.389906,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -0.813423,
        "energy": 12.179142,
        "activity_lines": [
          288.486658,
          292.437264,
          294.224995,
          289.4629
        ]
      },
      {
        "date": "2025-11-14",
        "close": 273.850006,
        "volume": 0,
        "typical_volume": 9.55,
        "trend": 283.111666,
        "fair_value": 245.812564,
        "relative_strength": -13.936913,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -7.488034,
        "energy": 17.883372,
        "activity_lines": [
          283.12333,
          288.601812,
          292.534758,
          288.960858
        ]
      },
      {
        "date": "2025-11-21",
        "close": 259.649994,
        "volume": 55,
        "typical_volume": 12.3,
        "trend": 283.366666,
        "fair_value": 246.440833,
        "relative_strength": -16.564255,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -40.704231,
        "energy": 53.960775,
        "activity_lines": [
          274.739996,
          282.591812,
          289.448091,
          287.447201
        ]
      },
      {
        "date": "2025-11-28",
        "close": 267.350006,
        "volume": 0,
        "typical_volume": 12.0,
        "trend": 283.249999,
        "fair_value": 247.102051,
        "relative_strength": -17.162391,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -28.142872,
        "energy": 56.346454,
        "activity_lines": [
          270.1,
          278.615451,
          287.180949,
          286.413869
        ]
      },
      {
        "date": "2025-12-05",
        "close": 289.75,
        "volume": 0,
        "typical_volume": 9.7,
        "trend": 283.866666,
        "fair_value": 247.964936,
        "relative_strength": -10.851473,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -15.868542,
        "energy": 38.097643,
        "activity_lines": [
          275.056667,
          279.524543,
          287.082378,
          286.833223
        ]
      },
      {
        "date": "2025-12-12",
        "close": 277.649994,
        "volume": 45,
        "typical_volume": 11.95,
        "trend": 283.546665,
        "fair_value": 248.765,
        "relative_strength": -14.298744,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -27.052487,
        "energy": 27.392935,
        "activity_lines": [
          276.163332,
          278.381815,
          285.746901,
          286.432148
        ]
      },
      {
        "date": "2025-12-19",
        "close": 270.950012,
        "volume": 0,
        "typical_volume": 10.2,
        "trend": 283.416666,
        "fair_value": 249.532628,
        "relative_strength": -17.734324,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -31.820542,
        "energy": 23.589888,
        "activity_lines": [
          275.263336,
          276.41,
          283.794283,
          285.619461
        ]
      },
      {
        "date": "2025-12-26",
        "close": 268.0,
        "volume": 0,
        "typical_volume": 9.7,
        "trend": 284.021665,
        "fair_value": 250.287885,
        "relative_strength": -18.100136,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -34.168338,
        "energy": 23.265086,
        "activity_lines": [
          273.573336,
          274.421819,
          281.737617,
          284.624837
        ]
      },
      {
        "date": "2026-01-02",
        "close": 263.049988,
        "volume": 0,
        "typical_volume": 9.7,
        "trend": 284.068332,
        "fair_value": 251.020256,
        "relative_strength": -20.421868,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.185182,
        "energy": 53.922294,
        "activity_lines": [
          269.676664,
          271.702726,
          279.389283,
          283.271825
        ]
      },
      {
        "date": "2026-01-09",
        "close": 278.950012,
        "volume": 37,
        "typical_volume": 11.5,
        "trend": 284.583332,
        "fair_value": 251.815833,
        "relative_strength": -15.670048,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.502121,
        "energy": 40.797427,
        "activity_lines": [
          271.366669,
          272.533638,
          278.722617,
          282.941611
        ]
      },
      {
        "date": "2026-01-16",
        "close": 272.149994,
        "volume": 8,
        "typical_volume": 11.9,
        "trend": 285.109999,
        "fair_value": 252.517436,
        "relative_strength": -17.991247,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.96015,
        "energy": 37.069568,
        "activity_lines": [
          271.51,
          272.374546,
          277.514998,
          282.13946
        ]
      },
      {
        "date": "2026-01-23",
        "close": 273.600006,
        "volume": 0,
        "typical_volume": 11.9,
        "trend": 285.409999,
        "fair_value": 253.180641,
        "relative_strength": -17.510438,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -50.659725,
        "energy": 29.767436,
        "activity_lines": [
          272.503335,
          272.64091,
          276.568332,
          281.39688
        ]
      },
      {
        "date": "2026-01-30",
        "close": 249.149994,
        "volume": 0,
        "typical_volume": 11.9,
        "trend": 284.456665,
        "fair_value": 253.666346,
        "relative_strength": -25.287544,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.482585,
        "energy": 44.03505,
        "activity_lines": [
          265.169999,
          268.466364,
          273.400951,
          279.057525
        ]
      },
      {
        "date": "2026-02-06",
        "close": 237.149994,
        "volume": 325,
        "typical_volume": 28.1,
        "trend": 283.203332,
        "fair_value": 254.083077,
        "relative_strength": -28.888571,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -82.740739,
        "energy": 76.589025,
        "activity_lines": [
          255.093331,
          262.300908,
          269.306665,
          276.005482
        ]
      },
      {
        "date": "2026-02-13",
        "close": 249.350006,
        "volume": 0,
        "typical_volume": 25.15,
        "trend": 282.448332,
        "fair_value": 254.518782,
        "relative_strength": -24.065119,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.162612,
        "energy": 74.827885,
        "activity_lines": [
          250.81,
          258.902727,
          266.730952,
          273.821396
        ]
      },
      {
        "date": "2026-02-20",
        "close": 254.899994,
        "volume": 112,
        "typical_volume": 30.75,
        "trend": 281.543332,
        "fair_value": 254.974936,
        "relative_strength": -24.381054,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.806222,
        "energy": 73.552003,
        "activity_lines": [
          250.349998,
          257.248181,
          264.914999,
          272.044084
        ]
      },
      {
        "date": "2026-02-27",
        "close": 250.25,
        "volume": 0,
        "typical_volume": 30.75,
        "trend": 279.614998,
        "fair_value": 255.402051,
        "relative_strength": -24.037343,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.089956,
        "energy": 62.230847,
        "activity_lines": [
          249.489998,
          255.161817,
          262.866428,
          270.02516
        ]
      },
      {
        "date": "2026-03-06",
        "close": 258.0,
        "volume": 13,
        "typical_volume": 31.4,
        "trend": 278.023332,
        "fair_value": 255.869231,
        "relative_strength": -17.276765,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.051396,
        "energy": 40.396498,
        "activity_lines": [
          252.769999,
          254.860908,
          261.790714,
          268.630644
        ]
      },
      {
        "date": "2026-03-13",
        "close": 251.0,
        "volume": 2,
        "typical_volume": 31.5,
        "trend": 276.449998,
        "fair_value": 256.231795,
        "relative_strength": -17.234058,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.544314,
        "energy": 36.73462,
        "activity_lines": [
          253.126666,
          253.46909,
          260.140238,
          266.887203
        ]
      },
      {
        "date": "2026-03-20",
        "close": 246.199997,
        "volume": 0,
        "typical_volume": 29.85,
        "trend": 274.611664,
        "fair_value": 256.596282,
        "relative_strength": -17.479523,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.259897,
        "energy": 39.465898,
        "activity_lines": [
          250.959999,
          251.423635,
          258.262618,
          264.93559
        ]
      },
      {
        "date": "2026-03-27",
        "close": 240.199997,
        "volume": 31,
        "typical_volume": 31.4,
        "trend": 272.686664,
        "fair_value": 256.903205,
        "relative_strength": -20.350711,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.296905,
        "energy": 41.98341,
        "activity_lines": [
          247.003332,
          248.882726,
          256.034047,
          262.715482
        ]
      },
      {
        "date": "2026-04-03",
        "close": 240.75,
        "volume": 0,
        "typical_volume": 31.4,
        "trend": 270.836664,
        "fair_value": 257.22532,
        "relative_strength": -22.537775,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.741766,
        "energy": 45.3781,
        "activity_lines": [
          244.209999,
          247.022726,
          254.05238,
          260.655052
        ]
      },
      {
        "date": "2026-04-10",
        "close": 230.5,
        "volume": 0,
        "typical_volume": 28.65,
        "trend": 268.703331,
        "fair_value": 257.450961,
        "relative_strength": -29.905167,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -74.109068,
        "energy": 65.704137,
        "activity_lines": [
          238.633332,
          243.896363,
          251.252142,
          258.052687
        ]
      },
      {
        "date": "2026-04-17",
        "close": 264.399994,
        "volume": 123,
        "typical_volume": 34.8,
        "trend": 267.114997,
        "fair_value": 257.905449,
        "relative_strength": -21.158918,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.380463,
        "energy": 30.776801,
        "activity_lines": [
          246.189997,
          247.272725,
          251.819284,
          257.775052
        ]
      },
      {
        "date": "2026-04-24",
        "close": 284.299988,
        "volume": 8,
        "typical_volume": 35.2,
        "trend": 266.661664,
        "fair_value": 258.533013,
        "relative_strength": -11.840689,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -3.094536,
        "energy": 8.793133,
        "activity_lines": [
          259.486661,
          253.771814,
          254.295712,
          258.883761
        ]
      },
      {
        "date": "2026-05-01",
        "close": 277.450012,
        "volume": 0,
        "typical_volume": 32.95,
        "trend": 265.941665,
        "fair_value": 259.121154,
        "relative_strength": -14.044895,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "mixed",
        "direction": 24.711988,
        "energy": 28.845849,
        "activity_lines": [
          267.96,
          258.389999,
          256.145713,
          259.579784
        ]
      },
      {
        "date": "2026-05-08",
        "close": 307.799988,
        "volume": 0,
        "typical_volume": 32.95,
        "trend": 266.216665,
        "fair_value": 259.909615,
        "relative_strength": -5.738672,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 48.359245,
        "energy": 53.60527,
        "activity_lines": [
          284.066663,
          268.116361,
          260.887141,
          262.280321
        ]
      },
      {
        "date": "2026-05-15",
        "close": 300.899994,
        "volume": 19,
        "typical_volume": 33.9,
        "trend": 267.003332,
        "fair_value": 260.557051,
        "relative_strength": -7.048067,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 48.493439,
        "energy": 74.848303,
        "activity_lines": [
          293.403329,
          275.541814,
          264.79595,
          264.517955
        ]
      },
      {
        "date": "2026-05-22",
        "close": 326.5,
        "volume": 30,
        "typical_volume": 35.4,
        "trend": 267.909999,
        "fair_value": 261.267948,
        "relative_strength": -0.930002,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 89.801839,
        "energy": 93.263055,
        "activity_lines": [
          306.579997,
          286.841815,
          270.986188,
          268.35645
        ]
      },
      {
        "date": "2026-05-29",
        "close": 321.200012,
        "volume": 14,
        "typical_volume": 34.25,
        "trend": 268.866666,
        "fair_value": 261.937179,
        "relative_strength": -5.031891,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.018764,
        "energy": 91.718985,
        "activity_lines": [
          313.850002,
          295.805454,
          276.369523,
          271.794515
        ]
      },
      {
        "date": "2026-06-05",
        "close": 337.350006,
        "volume": 0,
        "typical_volume": 33.85,
        "trend": 270.743333,
        "fair_value": 262.733013,
        "relative_strength": 0.922509,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 84.629043,
        "energy": 93.160585,
        "activity_lines": [
          324.043337,
          306.341819,
          283.089761,
          276.212795
        ]
      },
      {
        "date": "2026-06-12",
        "close": 335.549988,
        "volume": 0,
        "typical_volume": 33.85,
        "trend": 272.799999,
        "fair_value": 263.494231,
        "relative_strength": -2.179507,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 76.759936,
        "energy": 89.992883,
        "activity_lines": [
          329.643333,
          314.784544,
          289.328094,
          280.39387
        ]
      },
      {
        "date": "2026-06-19",
        "close": 337.450012,
        "volume": 0,
        "typical_volume": 33.85,
        "trend": 275.393333,
        "fair_value": 264.330449,
        "relative_strength": -5.430776,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.691624,
        "energy": 87.022029,
        "activity_lines": [
          334.02667,
          321.849092,
          295.452381,
          284.564838
        ]
      },
      {
        "date": "2026-06-26",
        "close": 326.799988,
        "volume": 0,
        "typical_volume": 17.6,
        "trend": 277.374999,
        "fair_value": 265.053525,
        "relative_strength": -6.38757,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.209863,
        "energy": 67.73753,
        "activity_lines": [
          332.423332,
          325.032727,
          300.141903,
          287.881397
        ]
      },
      {
        "date": "2026-07-03",
        "close": 328.0,
        "volume": 0,
        "typical_volume": 17.6,
        "trend": 278.649999,
        "fair_value": 265.82532,
        "relative_strength": -7.89439,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.581701,
        "energy": 62.14437,
        "activity_lines": [
          331.199998,
          327.299999,
          304.518808,
          291.147526
        ]
      },
      {
        "date": "2026-07-10",
        "close": 335.5,
        "volume": 50,
        "typical_volume": 14.5,
        "trend": 280.578333,
        "fair_value": 266.591346,
        "relative_strength": -4.287061,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.985777,
        "energy": 59.574318,
        "activity_lines": [
          332.023332,
          330.136363,
          309.235475,
          294.815268
        ]
      },
      {
        "date": "2026-07-17",
        "close": 285.0,
        "volume": 131,
        "typical_volume": 21.05,
        "trend": 281.046665,
        "fair_value": 267.016987,
        "relative_strength": -16.691105,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 30.518134,
        "energy": 25.989097,
        "activity_lines": [
          316.136666,
          322.735454,
          308.758809,
          295.100537
        ]
      },
      {
        "date": "2026-07-24",
        "close": 293.25,
        "volume": 229,
        "typical_volume": 31.85,
        "trend": 281.888332,
        "fair_value": 267.53141,
        "relative_strength": -14.994083,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 28.373578,
        "energy": 26.540207,
        "activity_lines": [
          306.369999,
          317.249091,
          308.90238,
          295.887848
        ]
      },
      {
        "date": "2026-07-31",
        "close": 292.899994,
        "volume": 775,
        "typical_volume": 70.5,
        "trend": 282.883332,
        "fair_value": 268.066666,
        "relative_strength": -14.39,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 16.10246,
        "energy": 25.757383,
        "activity_lines": [
          299.433331,
          311.83818,
          308.844761,
          296.598278
        ]
      },
      {
        "date": "2026-08-07",
        "close": 297.649994,
        "volume": 367,
        "typical_volume": 88.85,
        "trend": 283.506665,
        "fair_value": 268.65673,
        "relative_strength": -14.930839,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 5.377386,
        "energy": 26.387104,
        "activity_lines": [
          296.339996,
          307.901816,
          309.039998,
          297.550966
        ]
      }
    ],
    "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."
    }
  }
}