{
  "ticker": {
    "uuid": "6fede0d6-0f17-4961-8a42-0cbe038181cf",
    "symbol": "KPN",
    "name": "Koninklijke KPN N.V.",
    "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": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 72.578,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Structural failure",
    "architecture_gate": "down",
    "architecture_direction": -77.233,
    "architecture_energy": 79.408,
    "architecture_maturity": 16.906,
    "architecture_confidence": 81.924,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 14.96,
        "rotation_up": 12.23,
        "upward_expansion": 18.19,
        "deceleration": 37.91,
        "rotation_down": 75.01,
        "downward_expansion": 93.86
      },
      "activity_lines": [
        4.097179,
        4.165039,
        4.302108,
        4.377073
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 4.016,
    "trend_reference": 4.395428,
    "distance_from_trend": -0.086323,
    "trend_direction": "Improving",
    "fair_value": 3.589215,
    "distance_from_fair_value": 0.118908,
    "fair_value_direction": "Weakening",
    "relative_strength": -21.949714,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.082481,
    "excess_performance": -0.256728,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.086323,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.031112,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.118908,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.20052,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.219497,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.163177,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.082481,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.305228,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 53251,
      "relative_activity": 0.826092,
      "balance": 2.305228,
      "dry_up": 0.961817,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.039246,
      "annualized_volatility": 0.190438,
      "from_high_reference": -0.173772,
      "from_low_reference": 0.094087
    },
    "levels": {
      "trend_reference": 4.395428,
      "fair_value_reference": 3.589215,
      "structural_low": 3.946,
      "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": 6,
        "median_return": 0.003713,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.052503,
        "regime_survival": 0.333333,
        "best_return": 0.054041,
        "worst_return": -0.102128,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.013511,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.065378,
        "regime_survival": 0.0,
        "best_return": 0.135978,
        "worst_return": -0.046154,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.08536,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.010591,
        "regime_survival": 0.0,
        "best_return": 0.196217,
        "worst_return": 0.046488,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.209774,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.058229,
        "regime_survival": 0.0,
        "best_return": 0.316401,
        "worst_return": 0.111743,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-15",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": -0.01129,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-03",
        "end": "2025-01-10",
        "tenure": "New",
        "return": -0.000566,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-17",
        "end": "2025-02-28",
        "tenure": "Developing",
        "return": 0.035324,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-07",
        "end": "2025-03-14",
        "tenure": "New",
        "return": 0.022331,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-03-21",
        "end": "2025-04-04",
        "tenure": "New",
        "return": 0.045905,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-04-11",
        "end": "2025-07-11",
        "tenure": "Established",
        "return": 0.061433,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-07-18",
        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.01361,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-10-24",
        "tenure": "Developing",
        "return": -0.007935,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-31",
        "end": "2025-11-21",
        "tenure": "New",
        "return": -0.018731,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2026-01-30",
        "tenure": "Developing",
        "return": 0.047316,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-02-06",
        "end": "2026-02-13",
        "tenure": "New",
        "return": 0.032143,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-20",
        "end": "2026-05-01",
        "tenure": "Developing",
        "return": 0.00152,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-05-08",
        "end": "2026-07-03",
        "tenure": "Developing",
        "return": -0.089153,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-10",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.040332,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 2.868319,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.800009,
        "fair_value": 2.402176,
        "relative_strength": 8.490718,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 59.864791,
        "energy": 57.301645,
        "activity_lines": [
          2.889176,
          2.872401,
          2.85184,
          2.834872
        ]
      },
      {
        "date": "2023-08-25",
        "close": 2.850492,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.809554,
        "fair_value": 2.409267,
        "relative_strength": 8.478242,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 54.593281,
        "energy": 37.617708,
        "activity_lines": [
          2.876044,
          2.872831,
          2.852397,
          2.838129
        ]
      },
      {
        "date": "2023-09-01",
        "close": 2.874558,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.815586,
        "fair_value": 2.416862,
        "relative_strength": 6.959887,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 38.671644,
        "energy": 21.606391,
        "activity_lines": [
          2.870517,
          2.875323,
          2.854714,
          2.842323
        ]
      },
      {
        "date": "2023-09-08",
        "close": 2.876341,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.823267,
        "fair_value": 2.424279,
        "relative_strength": 7.906331,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 37.794551,
        "energy": 20.490662,
        "activity_lines": [
          2.868854,
          2.876168,
          2.857336,
          2.846243
        ]
      },
      {
        "date": "2023-09-15",
        "close": 2.893276,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.829666,
        "fair_value": 2.432254,
        "relative_strength": 7.17712,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 46.901054,
        "energy": 25.843617,
        "activity_lines": [
          2.877648,
          2.879637,
          2.86149,
          2.850759
        ]
      },
      {
        "date": "2023-09-22",
        "close": 2.877232,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.832777,
        "fair_value": 2.440595,
        "relative_strength": 7.358023,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 40.666483,
        "energy": 26.227721,
        "activity_lines": [
          2.879193,
          2.879728,
          2.863894,
          2.853828
        ]
      },
      {
        "date": "2023-09-29",
        "close": 2.749771,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.83303,
        "fair_value": 2.44813,
        "relative_strength": 2.327153,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "up",
        "direction": -4.683265,
        "energy": 12.795305,
        "activity_lines": [
          2.837657,
          2.855662,
          2.854015,
          2.848473
        ]
      },
      {
        "date": "2023-10-06",
        "close": 2.765815,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.834471,
        "fair_value": 2.454648,
        "relative_strength": 4.431542,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.596376,
        "energy": 43.125993,
        "activity_lines": [
          2.808183,
          2.836231,
          2.846485,
          2.844136
        ]
      },
      {
        "date": "2023-10-13",
        "close": 2.765815,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.835089,
        "fair_value": 2.460408,
        "relative_strength": 3.453123,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -42.940176,
        "energy": 65.042388,
        "activity_lines": [
          2.785959,
          2.819668,
          2.8394,
          2.839707
        ]
      },
      {
        "date": "2023-10-20",
        "close": 2.800577,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.836184,
        "fair_value": 2.46636,
        "relative_strength": 8.419694,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -33.885475,
        "energy": 62.899539,
        "activity_lines": [
          2.782691,
          2.812748,
          2.836137,
          2.83748
        ]
      },
      {
        "date": "2023-10-27",
        "close": 2.800577,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.838244,
        "fair_value": 2.472697,
        "relative_strength": 8.625141,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -61.958607,
        "energy": 73.419549,
        "activity_lines": [
          2.785603,
          2.806995,
          2.832911,
          2.835183
        ]
      },
      {
        "date": "2023-11-03",
        "close": 2.840687,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.841641,
        "fair_value": 2.479566,
        "relative_strength": 4.168072,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.737069,
        "energy": 33.489796,
        "activity_lines": [
          2.806995,
          2.809766,
          2.833282,
          2.835341
        ]
      },
      {
        "date": "2023-11-10",
        "close": 2.864754,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.840366,
        "fair_value": 2.485006,
        "relative_strength": 4.121608,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -11.737529,
        "energy": 17.16879,
        "activity_lines": [
          2.830348,
          2.817091,
          2.835387,
          2.836832
        ]
      },
      {
        "date": "2023-11-17",
        "close": 2.8291,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.839364,
        "fair_value": 2.490342,
        "relative_strength": 0.333576,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -24.519564,
        "energy": 24.610349,
        "activity_lines": [
          2.835221,
          2.818112,
          2.833626,
          2.836105
        ]
      },
      {
        "date": "2023-11-24",
        "close": 2.823752,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.838593,
        "fair_value": 2.495804,
        "relative_strength": 0.531997,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -22.007248,
        "energy": 24.362334,
        "activity_lines": [
          2.834092,
          2.81902,
          2.831462,
          2.835098
        ]
      },
      {
        "date": "2023-12-01",
        "close": 2.787208,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.836603,
        "fair_value": 2.501162,
        "relative_strength": -2.763079,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.25123,
        "energy": 22.777824,
        "activity_lines": [
          2.819236,
          2.814547,
          2.826027,
          2.831783
        ]
      },
      {
        "date": "2023-12-08",
        "close": 2.810382,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.832873,
        "fair_value": 2.507032,
        "relative_strength": -2.203924,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -47.955859,
        "energy": 29.532307,
        "activity_lines": [
          2.812997,
          2.815925,
          2.822971,
          2.830091
        ]
      },
      {
        "date": "2023-12-15",
        "close": 2.777402,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.830147,
        "fair_value": 2.512162,
        "relative_strength": -4.800582,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -66.596662,
        "energy": 55.460829,
        "activity_lines": [
          2.797784,
          2.810204,
          2.816935,
          2.826512
        ]
      },
      {
        "date": "2023-12-22",
        "close": 2.780077,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.827043,
        "fair_value": 2.517444,
        "relative_strength": -5.773303,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.831018,
        "energy": 63.984828,
        "activity_lines": [
          2.789287,
          2.804759,
          2.811851,
          2.823282
        ]
      },
      {
        "date": "2023-12-29",
        "close": 2.772055,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.825835,
        "fair_value": 2.522669,
        "relative_strength": -6.816864,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.354621,
        "energy": 77.492589,
        "activity_lines": [
          2.781384,
          2.797596,
          2.806804,
          2.819734
        ]
      },
      {
        "date": "2024-01-05",
        "close": 2.78899,
        "volume": 0,
        "typical_volume": 0.0,
        "trend": 2.827004,
        "fair_value": 2.527294,
        "relative_strength": -6.225325,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.533754,
        "energy": 73.318988,
        "activity_lines": [
          2.782572,
          2.79403,
          2.803812,
          2.817357
        ]
      },
      {
        "date": "2024-01-12",
        "close": 2.783642,
        "volume": 3000,
        "typical_volume": 150.0,
        "trend": 2.829018,
        "fair_value": 2.531994,
        "relative_strength": -5.671454,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.172558,
        "energy": 62.966067,
        "activity_lines": [
          2.781859,
          2.789703,
          2.800688,
          2.81456
        ]
      },
      {
        "date": "2024-01-19",
        "close": 2.843361,
        "volume": 0,
        "typical_volume": 150.0,
        "trend": 2.831591,
        "fair_value": 2.537097,
        "relative_strength": -2.242576,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -16.658476,
        "energy": 14.347963,
        "activity_lines": [
          2.802835,
          2.797271,
          2.80357,
          2.815485
        ]
      },
      {
        "date": "2024-01-26",
        "close": 2.817513,
        "volume": 0,
        "typical_volume": 150.0,
        "trend": 2.830465,
        "fair_value": 2.542264,
        "relative_strength": -6.36227,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -23.921153,
        "energy": 18.596689,
        "activity_lines": [
          2.810798,
          2.800529,
          2.804138,
          2.814577
        ]
      },
      {
        "date": "2024-02-02",
        "close": 2.892385,
        "volume": 0,
        "typical_volume": 150.0,
        "trend": 2.83128,
        "fair_value": 2.547447,
        "relative_strength": -3.553553,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "mixed",
        "direction": 42.687349,
        "energy": 39.273586,
        "activity_lines": [
          2.841222,
          2.81761,
          2.812118,
          2.818572
        ]
      },
      {
        "date": "2024-02-09",
        "close": 2.884363,
        "volume": 3211,
        "typical_volume": 310.55,
        "trend": 2.833319,
        "fair_value": 2.551305,
        "relative_strength": -1.674111,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 39.594271,
        "energy": 44.723583,
        "activity_lines": [
          2.860951,
          2.831985,
          2.819338,
          2.821996
        ]
      },
      {
        "date": "2024-02-16",
        "close": 2.922691,
        "volume": 0,
        "typical_volume": 310.55,
        "trend": 2.835934,
        "fair_value": 2.555858,
        "relative_strength": -1.94864,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 57.282247,
        "energy": 74.562691,
        "activity_lines": [
          2.887097,
          2.851562,
          2.830174,
          2.827762
        ]
      },
      {
        "date": "2024-02-23",
        "close": 2.996671,
        "volume": 0,
        "typical_volume": 310.55,
        "trend": 2.83837,
        "fair_value": 2.561534,
        "relative_strength": 1.006116,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 67.325969,
        "energy": 85.648968,
        "activity_lines": [
          2.928633,
          2.882548,
          2.847232,
          2.838132
        ]
      },
      {
        "date": "2024-03-01",
        "close": 3.008259,
        "volume": 0,
        "typical_volume": 310.55,
        "trend": 2.840361,
        "fair_value": 2.566915,
        "relative_strength": 1.327333,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 89.981557,
        "energy": 95.761043,
        "activity_lines": [
          2.963811,
          2.911654,
          2.864295,
          2.849093
        ]
      },
      {
        "date": "2024-03-08",
        "close": 3.031433,
        "volume": 6422,
        "typical_volume": 631.65,
        "trend": 2.845917,
        "fair_value": 2.571586,
        "relative_strength": 1.870305,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 87.55549,
        "energy": 95.19697,
        "activity_lines": [
          2.993997,
          2.940825,
          2.882411,
          2.86142
        ]
      },
      {
        "date": "2024-03-15",
        "close": 3.043912,
        "volume": 0,
        "typical_volume": 631.65,
        "trend": 2.85177,
        "fair_value": 2.576701,
        "relative_strength": 1.312822,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 82.371887,
        "energy": 93.447769,
        "activity_lines": [
          3.019073,
          2.967549,
          2.900615,
          2.874194
        ]
      },
      {
        "date": "2024-03-22",
        "close": 2.990432,
        "volume": 3211,
        "typical_volume": 792.2,
        "trend": 2.856434,
        "fair_value": 2.581314,
        "relative_strength": -2.878257,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.86934,
        "energy": 84.463373,
        "activity_lines": [
          3.015686,
          2.979914,
          2.912567,
          2.88314
        ]
      },
      {
        "date": "2024-03-29",
        "close": 3.066195,
        "volume": 0,
        "typical_volume": 792.2,
        "trend": 2.862822,
        "fair_value": 2.586392,
        "relative_strength": -1.472364,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 80.961331,
        "energy": 71.038776,
        "activity_lines": [
          3.033038,
          3.002295,
          2.931022,
          2.896673
        ]
      },
      {
        "date": "2024-04-05",
        "close": 3.044803,
        "volume": 0,
        "typical_volume": 792.2,
        "trend": 2.868438,
        "fair_value": 2.591658,
        "relative_strength": -2.998193,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.151292,
        "energy": 65.321369,
        "activity_lines": [
          3.038623,
          3.016734,
          2.946481,
          2.908414
        ]
      },
      {
        "date": "2024-04-12",
        "close": 3.064413,
        "volume": 0,
        "typical_volume": 792.2,
        "trend": 2.874142,
        "fair_value": 2.597134,
        "relative_strength": -1.987577,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.237104,
        "energy": 63.996829,
        "activity_lines": [
          3.048309,
          3.030607,
          2.962779,
          2.921057
        ]
      },
      {
        "date": "2024-04-19",
        "close": 3.024436,
        "volume": 0,
        "typical_volume": 792.2,
        "trend": 2.879049,
        "fair_value": 2.601406,
        "relative_strength": -2.728699,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.936796,
        "energy": 58.688859,
        "activity_lines": [
          3.042471,
          3.034083,
          2.974125,
          2.930754
        ]
      },
      {
        "date": "2024-04-26",
        "close": 3.1612,
        "volume": 2000,
        "typical_volume": 892.2,
        "trend": 2.892763,
        "fair_value": 2.606853,
        "relative_strength": 1.308109,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 86.529938,
        "energy": 68.036313,
        "activity_lines": [
          3.083519,
          3.059878,
          2.997366,
          2.948957
        ]
      },
      {
        "date": "2024-05-03",
        "close": 3.099702,
        "volume": 9814,
        "typical_volume": 1382.9,
        "trend": 2.903893,
        "fair_value": 2.612205,
        "relative_strength": -1.796336,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.448073,
        "energy": 62.421515,
        "activity_lines": [
          3.092683,
          3.070156,
          3.013079,
          2.962308
        ]
      },
      {
        "date": "2024-05-10",
        "close": 3.136418,
        "volume": 0,
        "typical_volume": 1382.9,
        "trend": 2.916246,
        "fair_value": 2.617808,
        "relative_strength": -3.063131,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 75.401073,
        "energy": 66.300287,
        "activity_lines": [
          3.111852,
          3.085236,
          3.030754,
          2.977309
        ]
      },
      {
        "date": "2024-05-17",
        "close": 3.194244,
        "volume": 0,
        "typical_volume": 1382.9,
        "trend": 2.929369,
        "fair_value": 2.623781,
        "relative_strength": -2.846653,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 84.692814,
        "energy": 88.147665,
        "activity_lines": [
          3.144189,
          3.108499,
          3.05224,
          2.995245
        ]
      },
      {
        "date": "2024-05-24",
        "close": 3.140089,
        "volume": 0,
        "typical_volume": 1382.9,
        "trend": 2.940686,
        "fair_value": 2.629742,
        "relative_strength": -4.214877,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 65.211605,
        "energy": 75.4407,
        "activity_lines": [
          3.149819,
          3.118956,
          3.066558,
          3.00884
        ]
      },
      {
        "date": "2024-05-31",
        "close": 3.174969,
        "volume": 0,
        "typical_volume": 1232.9,
        "trend": 2.951828,
        "fair_value": 2.636076,
        "relative_strength": -1.534525,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.881261,
        "energy": 74.860086,
        "activity_lines": [
          3.159365,
          3.134007,
          3.082525,
          3.023955
        ]
      },
      {
        "date": "2024-06-07",
        "close": 3.221781,
        "volume": 0,
        "typical_volume": 1232.9,
        "trend": 2.963729,
        "fair_value": 2.642952,
        "relative_strength": 0.707227,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 80.757103,
        "energy": 76.701891,
        "activity_lines": [
          3.183597,
          3.154213,
          3.101088,
          3.041371
        ]
      },
      {
        "date": "2024-06-14",
        "close": 3.173133,
        "volume": 0,
        "typical_volume": 1232.9,
        "trend": 2.975197,
        "fair_value": 2.649826,
        "relative_strength": 2.576709,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 64.031188,
        "energy": 60.199302,
        "activity_lines": [
          3.183475,
          3.162745,
          3.113215,
          3.054881
        ]
      },
      {
        "date": "2024-06-21",
        "close": 3.31357,
        "volume": 0,
        "typical_volume": 1232.9,
        "trend": 2.991524,
        "fair_value": 2.657522,
        "relative_strength": 5.37157,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 88.548751,
        "energy": 72.565882,
        "activity_lines": [
          3.227717,
          3.194478,
          3.137024,
          3.076711
        ]
      },
      {
        "date": "2024-06-28",
        "close": 3.279608,
        "volume": 0,
        "typical_volume": 1072.35,
        "trend": 3.007938,
        "fair_value": 2.664929,
        "relative_strength": 3.764181,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 75.539214,
        "energy": 75.57953,
        "activity_lines": [
          3.252683,
          3.215506,
          3.155593,
          3.095297
        ]
      },
      {
        "date": "2024-07-05",
        "close": 3.312652,
        "volume": 2907,
        "typical_volume": 1217.7,
        "trend": 3.02468,
        "fair_value": 2.6723,
        "relative_strength": 2.069652,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.096992,
        "energy": 78.922486,
        "activity_lines": [
          3.279363,
          3.237903,
          3.175427,
          3.114956
        ]
      },
      {
        "date": "2024-07-12",
        "close": 3.352121,
        "volume": 2000,
        "typical_volume": 1317.7,
        "trend": 3.043837,
        "fair_value": 2.67979,
        "relative_strength": 3.322711,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 81.413374,
        "energy": 87.161298,
        "activity_lines": [
          3.310021,
          3.264722,
          3.197162,
          3.136082
        ]
      },
      {
        "date": "2024-07-19",
        "close": 3.447581,
        "volume": 0,
        "typical_volume": 1317.7,
        "trend": 3.066087,
        "fair_value": 2.687939,
        "relative_strength": 7.138103,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 89.506724,
        "energy": 90.376709,
        "activity_lines": [
          3.363809,
          3.304307,
          3.226297,
          3.16213
        ]
      },
      {
        "date": "2024-07-26",
        "close": 3.390066,
        "volume": 0,
        "typical_volume": 996.6,
        "trend": 3.086688,
        "fair_value": 2.695125,
        "relative_strength": 5.320879,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.186933,
        "energy": 76.69893,
        "activity_lines": [
          3.380129,
          3.327779,
          3.247862,
          3.183031
        ]
      },
      {
        "date": "2024-08-02",
        "close": 3.392871,
        "volume": 1300,
        "typical_volume": 1061.6,
        "trend": 3.106817,
        "fair_value": 2.702261,
        "relative_strength": 9.632211,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 69.134932,
        "energy": 69.496091,
        "activity_lines": [
          3.392284,
          3.348199,
          3.267986,
          3.202785
        ]
      },
      {
        "date": "2024-08-09",
        "close": 3.330213,
        "volume": 0,
        "typical_volume": 901.05,
        "trend": 3.125036,
        "fair_value": 2.709237,
        "relative_strength": 6.51098,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.376215,
        "energy": 63.019294,
        "activity_lines": [
          3.376002,
          3.352632,
          3.280481,
          3.217198
        ]
      },
      {
        "date": "2024-08-16",
        "close": 3.344241,
        "volume": 0,
        "typical_volume": 901.05,
        "trend": 3.141732,
        "fair_value": 2.716313,
        "relative_strength": 5.01549,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.176853,
        "energy": 53.546122,
        "activity_lines": [
          3.363226,
          3.356792,
          3.292694,
          3.23134
        ]
      },
      {
        "date": "2024-08-23",
        "close": 3.36388,
        "volume": 0,
        "typical_volume": 901.05,
        "trend": 3.159944,
        "fair_value": 2.723656,
        "relative_strength": 3.864857,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 51.648105,
        "energy": 45.014789,
        "activity_lines": [
          3.357521,
          3.362296,
          3.305454,
          3.245672
        ]
      },
      {
        "date": "2024-08-30",
        "close": 3.45927,
        "volume": 0,
        "typical_volume": 901.05,
        "trend": 3.178841,
        "fair_value": 2.731673,
        "relative_strength": 5.608204,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 79.326024,
        "energy": 55.403701,
        "activity_lines": [
          3.389193,
          3.381676,
          3.325779,
          3.264984
        ]
      },
      {
        "date": "2024-09-06",
        "close": 3.513511,
        "volume": 0,
        "typical_volume": 901.05,
        "trend": 3.199812,
        "fair_value": 2.739535,
        "relative_strength": 11.553006,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 83.426695,
        "energy": 64.322245,
        "activity_lines": [
          3.434331,
          3.408269,
          3.349389,
          3.286575
        ]
      },
      {
        "date": "2024-09-13",
        "close": 3.488261,
        "volume": 0,
        "typical_volume": 801.05,
        "trend": 3.218665,
        "fair_value": 2.74743,
        "relative_strength": 9.951983,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.101293,
        "energy": 72.042242,
        "activity_lines": [
          3.463011,
          3.426018,
          3.368266,
          3.305185
        ]
      },
      {
        "date": "2024-09-20",
        "close": 3.406899,
        "volume": 4810,
        "typical_volume": 550.85,
        "trend": 3.232339,
        "fair_value": 2.754771,
        "relative_strength": 6.936975,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.753381,
        "energy": 60.954995,
        "activity_lines": [
          3.454033,
          3.425781,
          3.377836,
          3.317329
        ]
      },
      {
        "date": "2024-09-27",
        "close": 3.432149,
        "volume": 2810,
        "typical_volume": 691.35,
        "trend": 3.246468,
        "fair_value": 2.762714,
        "relative_strength": 6.603914,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.498352,
        "energy": 51.470289,
        "activity_lines": [
          3.449294,
          3.42914,
          3.388349,
          3.33022
        ]
      },
      {
        "date": "2024-10-04",
        "close": 3.377908,
        "volume": 0,
        "typical_volume": 691.35,
        "trend": 3.258018,
        "fair_value": 2.770241,
        "relative_strength": 5.92748,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 44.79775,
        "energy": 32.760242,
        "activity_lines": [
          3.421924,
          3.422916,
          3.392287,
          3.3387
        ]
      },
      {
        "date": "2024-10-11",
        "close": 3.449918,
        "volume": 2725,
        "typical_volume": 827.6,
        "trend": 3.271551,
        "fair_value": 2.777937,
        "relative_strength": 7.842291,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 47.578863,
        "energy": 28.835686,
        "activity_lines": [
          3.423982,
          3.430007,
          3.402209,
          3.351081
        ]
      },
      {
        "date": "2024-10-18",
        "close": 3.534085,
        "volume": 0,
        "typical_volume": 827.6,
        "trend": 3.289673,
        "fair_value": 2.786298,
        "relative_strength": 9.964753,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 73.639696,
        "energy": 45.311974,
        "activity_lines": [
          3.458335,
          3.451363,
          3.418671,
          3.368018
        ]
      },
      {
        "date": "2024-10-25",
        "close": 3.512576,
        "volume": 0,
        "typical_volume": 827.6,
        "trend": 3.304552,
        "fair_value": 2.795233,
        "relative_strength": 10.518878,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.898834,
        "energy": 48.605983,
        "activity_lines": [
          3.482463,
          3.465102,
          3.431375,
          3.382399
        ]
      },
      {
        "date": "2024-11-01",
        "close": 3.394742,
        "volume": 0,
        "typical_volume": 827.6,
        "trend": 3.316217,
        "fair_value": 2.803198,
        "relative_strength": 8.297257,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 54.244086,
        "energy": 38.382972,
        "activity_lines": [
          3.460268,
          3.454356,
          3.431472,
          3.388218
        ]
      },
      {
        "date": "2024-11-08",
        "close": 3.362945,
        "volume": 0,
        "typical_volume": 827.6,
        "trend": 3.326168,
        "fair_value": 2.810901,
        "relative_strength": 6.509044,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 30.008596,
        "energy": 21.844517,
        "activity_lines": [
          3.429967,
          3.437267,
          3.427485,
          3.391232
        ]
      },
      {
        "date": "2024-11-15",
        "close": 3.31338,
        "volume": 0,
        "typical_volume": 827.6,
        "trend": 3.335799,
        "fair_value": 2.818648,
        "relative_strength": 4.617471,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -1.947222,
        "energy": 11.252446,
        "activity_lines": [
          3.384143,
          3.412918,
          3.418543,
          3.390407
        ]
      },
      {
        "date": "2024-11-22",
        "close": 3.373232,
        "volume": 0,
        "typical_volume": 682.25,
        "trend": 3.342867,
        "fair_value": 2.826585,
        "relative_strength": 7.006026,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 8.257158,
        "energy": 20.35177,
        "activity_lines": [
          3.367372,
          3.40309,
          3.41514,
          3.392822
        ]
      },
      {
        "date": "2024-11-29",
        "close": 3.423733,
        "volume": 3005,
        "typical_volume": 732.5,
        "trend": 3.353668,
        "fair_value": 2.83504,
        "relative_strength": 8.109007,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 11.880441,
        "energy": 18.266396,
        "activity_lines": [
          3.378158,
          3.404536,
          3.416258,
          3.39804
        ]
      },
      {
        "date": "2024-12-06",
        "close": 3.494807,
        "volume": 17450,
        "typical_volume": 1605.0,
        "trend": 3.365614,
        "fair_value": 2.843672,
        "relative_strength": 8.68408,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 34.445955,
        "energy": 15.103748,
        "activity_lines": [
          3.418558,
          3.418598,
          3.423804,
          3.407145
        ]
      },
      {
        "date": "2024-12-13",
        "close": 3.370427,
        "volume": 4625,
        "typical_volume": 1836.25,
        "trend": 3.371487,
        "fair_value": 2.851288,
        "relative_strength": 2.752778,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 17.812407,
        "energy": 10.308008,
        "activity_lines": [
          3.410827,
          3.408906,
          3.419279,
          3.407456
        ]
      },
      {
        "date": "2024-12-20",
        "close": 3.273167,
        "volume": 16900,
        "typical_volume": 2616.25,
        "trend": 3.375923,
        "fair_value": 2.858008,
        "relative_strength": 1.199972,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -27.08408,
        "energy": 14.260269,
        "activity_lines": [
          3.370177,
          3.381666,
          3.405585,
          3.401113
        ]
      },
      {
        "date": "2024-12-27",
        "close": 3.275973,
        "volume": 0,
        "typical_volume": 2616.25,
        "trend": 3.37929,
        "fair_value": 2.864646,
        "relative_strength": -0.058821,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -36.90279,
        "energy": 38.159747,
        "activity_lines": [
          3.333144,
          3.35815,
          3.392729,
          3.394664
        ]
      },
      {
        "date": "2025-01-03",
        "close": 3.301222,
        "volume": 1940,
        "typical_volume": 2713.25,
        "trend": 3.381938,
        "fair_value": 2.871299,
        "relative_strength": -0.044494,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -31.971296,
        "energy": 53.756245,
        "activity_lines": [
          3.311011,
          3.343918,
          3.382535,
          3.389628
        ]
      },
      {
        "date": "2025-01-10",
        "close": 3.299352,
        "volume": 24101,
        "typical_volume": 3918.3,
        "trend": 3.386145,
        "fair_value": 2.87782,
        "relative_strength": -0.298274,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -58.944006,
        "energy": 66.665824,
        "activity_lines": [
          3.296422,
          3.333189,
          3.372368,
          3.384299
        ]
      },
      {
        "date": "2025-01-17",
        "close": 3.335824,
        "volume": 16981,
        "typical_volume": 4767.35,
        "trend": 3.386887,
        "fair_value": 2.884491,
        "relative_strength": -2.702003,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.606101,
        "energy": 57.911889,
        "activity_lines": [
          3.30702,
          3.330826,
          3.365982,
          3.381053
        ]
      },
      {
        "date": "2025-01-24",
        "close": 3.287195,
        "volume": 5134,
        "typical_volume": 5024.05,
        "trend": 3.38714,
        "fair_value": 2.890405,
        "relative_strength": -5.812871,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.474719,
        "energy": 46.137493,
        "activity_lines": [
          3.303716,
          3.320113,
          3.355553,
          3.374621
        ]
      },
      {
        "date": "2025-01-31",
        "close": 3.298417,
        "volume": 40833,
        "typical_volume": 7065.7,
        "trend": 3.386666,
        "fair_value": 2.896088,
        "relative_strength": -5.985902,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.646628,
        "energy": 36.106508,
        "activity_lines": [
          3.303218,
          3.311918,
          3.34727,
          3.368897
        ]
      },
      {
        "date": "2025-02-07",
        "close": 3.321797,
        "volume": 16567,
        "typical_volume": 7653.55,
        "trend": 3.385655,
        "fair_value": 2.90125,
        "relative_strength": -5.682397,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -51.39053,
        "energy": 29.899015,
        "activity_lines": [
          3.309016,
          3.309333,
          3.342117,
          3.364712
        ]
      },
      {
        "date": "2025-02-14",
        "close": 3.259139,
        "volume": 11186,
        "typical_volume": 8072.35,
        "trend": 3.379373,
        "fair_value": 2.905943,
        "relative_strength": -11.982338,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.034317,
        "energy": 39.421025,
        "activity_lines": [
          3.292557,
          3.29721,
          3.331403,
          3.35655
        ]
      },
      {
        "date": "2025-02-21",
        "close": 3.263815,
        "volume": 8557,
        "typical_volume": 8500.2,
        "trend": 3.375165,
        "fair_value": 2.911011,
        "relative_strength": -10.944047,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.167628,
        "energy": 42.210974,
        "activity_lines": [
          3.280337,
          3.290221,
          3.321957,
          3.349094
        ]
      },
      {
        "date": "2025-02-28",
        "close": 3.453659,
        "volume": 0,
        "typical_volume": 8363.95,
        "trend": 3.377191,
        "fair_value": 2.917526,
        "relative_strength": -7.903878,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -11.650941,
        "energy": 8.476942,
        "activity_lines": [
          3.336199,
          3.319688,
          3.331135,
          3.354158
        ]
      },
      {
        "date": "2025-03-07",
        "close": 3.43402,
        "volume": 11848,
        "typical_volume": 8956.35,
        "trend": 3.380651,
        "fair_value": 2.923748,
        "relative_strength": -11.29158,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 0.571861,
        "energy": 10.751394,
        "activity_lines": [
          3.374417,
          3.342303,
          3.338425,
          3.357825
        ]
      },
      {
        "date": "2025-03-14",
        "close": 3.510705,
        "volume": 2855,
        "typical_volume": 9099.1,
        "trend": 3.3862,
        "fair_value": 2.930435,
        "relative_strength": -9.314187,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 36.882788,
        "energy": 40.579492,
        "activity_lines": [
          3.429157,
          3.375987,
          3.353495,
          3.366215
        ]
      },
      {
        "date": "2025-03-21",
        "close": 3.585521,
        "volume": 8375,
        "typical_volume": 9517.85,
        "trend": 3.393588,
        "fair_value": 2.937026,
        "relative_strength": -6.5237,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 46.241697,
        "energy": 67.928509,
        "activity_lines": [
          3.496241,
          3.419465,
          3.375699,
          3.379075
        ]
      },
      {
        "date": "2025-03-28",
        "close": 3.669688,
        "volume": 5710,
        "typical_volume": 9803.35,
        "trend": 3.400602,
        "fair_value": 2.943911,
        "relative_strength": -2.435764,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 59.748315,
        "energy": 80.640964,
        "activity_lines": [
          3.569623,
          3.473043,
          3.405011,
          3.396888
        ]
      },
      {
        "date": "2025-04-04",
        "close": 3.750114,
        "volume": 12152,
        "typical_volume": 10410.95,
        "trend": 3.408489,
        "fair_value": 2.950609,
        "relative_strength": 10.312218,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 90.289315,
        "energy": 95.544869,
        "activity_lines": [
          3.642754,
          3.535173,
          3.440522,
          3.419437
        ]
      },
      {
        "date": "2025-04-11",
        "close": 3.673428,
        "volume": 61605,
        "typical_volume": 13491.2,
        "trend": 3.414661,
        "fair_value": 2.956434,
        "relative_strength": 9.118044,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.234989,
        "energy": 85.477486,
        "activity_lines": [
          3.67056,
          3.574944,
          3.466649,
          3.43653
        ]
      },
      {
        "date": "2025-04-18",
        "close": 3.812772,
        "volume": 9836,
        "typical_volume": 13832.75,
        "trend": 3.42819,
        "fair_value": 2.963216,
        "relative_strength": 7.206433,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 84.387163,
        "energy": 91.674561,
        "activity_lines": [
          3.728854,
          3.633232,
          3.504618,
          3.462214
        ]
      },
      {
        "date": "2025-04-25",
        "close": 3.79071,
        "volume": 25980,
        "typical_volume": 14259.25,
        "trend": 3.440142,
        "fair_value": 2.96983,
        "relative_strength": 2.67564,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 74.828002,
        "energy": 83.046994,
        "activity_lines": [
          3.759656,
          3.678582,
          3.538633,
          3.485603
        ]
      },
      {
        "date": "2025-05-02",
        "close": 3.881833,
        "volume": 19083,
        "typical_volume": 14982.15,
        "trend": 3.45694,
        "fair_value": 2.976765,
        "relative_strength": 3.478998,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.664033,
        "energy": 72.636822,
        "activity_lines": [
          3.807153,
          3.730835,
          3.579917,
          3.514099
        ]
      },
      {
        "date": "2025-05-09",
        "close": 3.886629,
        "volume": 15190,
        "typical_volume": 14896.65,
        "trend": 3.471497,
        "fair_value": 2.983999,
        "relative_strength": -1.080506,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.002213,
        "energy": 81.797449,
        "activity_lines": [
          3.842105,
          3.772723,
          3.619223,
          3.541821
        ]
      },
      {
        "date": "2025-05-16",
        "close": 3.896221,
        "volume": 17632,
        "typical_volume": 15778.25,
        "trend": 3.483568,
        "fair_value": 2.990897,
        "relative_strength": -3.735197,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.612577,
        "energy": 67.982423,
        "activity_lines": [
          3.871154,
          3.808483,
          3.656521,
          3.569222
        ]
      },
      {
        "date": "2025-05-23",
        "close": 3.983507,
        "volume": 22546,
        "typical_volume": 16808.55,
        "trend": 3.499266,
        "fair_value": 2.998252,
        "relative_strength": -0.504258,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.804314,
        "energy": 70.674199,
        "activity_lines": [
          3.914445,
          3.851709,
          3.699179,
          3.601476
        ]
      },
      {
        "date": "2025-05-30",
        "close": 4.00365,
        "volume": 5831,
        "typical_volume": 15895.05,
        "trend": 3.519563,
        "fair_value": 3.005736,
        "relative_strength": -1.068979,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.825504,
        "energy": 78.300916,
        "activity_lines": [
          3.953069,
          3.890001,
          3.740506,
          3.634017
        ]
      },
      {
        "date": "2025-06-06",
        "close": 3.994058,
        "volume": 6667,
        "typical_volume": 15379.35,
        "trend": 3.5406,
        "fair_value": 3.013584,
        "relative_strength": -1.833694,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.616363,
        "energy": 77.704231,
        "activity_lines": [
          3.974299,
          3.918947,
          3.777565,
          3.66463
        ]
      },
      {
        "date": "2025-06-13",
        "close": 3.948977,
        "volume": 19843,
        "typical_volume": 16114.8,
        "trend": 3.561786,
        "fair_value": 3.020895,
        "relative_strength": -0.867513,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.827607,
        "energy": 73.197517,
        "activity_lines": [
          3.97302,
          3.933799,
          3.807197,
          3.690977
        ]
      },
      {
        "date": "2025-06-20",
        "close": 4.017079,
        "volume": 25473,
        "typical_volume": 15346.8,
        "trend": 3.583248,
        "fair_value": 3.028675,
        "relative_strength": 1.308292,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 71.519804,
        "energy": 65.387085,
        "activity_lines": [
          3.990286,
          3.957417,
          3.840163,
          3.72035
        ]
      },
      {
        "date": "2025-06-27",
        "close": 3.962405,
        "volume": 16196,
        "typical_volume": 15328.25,
        "trend": 3.601204,
        "fair_value": 3.035626,
        "relative_strength": -1.950791,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.227613,
        "energy": 57.954859,
        "activity_lines": [
          3.981269,
          3.964847,
          3.8645,
          3.744812
        ]
      },
      {
        "date": "2025-07-04",
        "close": 3.948977,
        "volume": 11858,
        "typical_volume": 15361.85,
        "trend": 3.616343,
        "fair_value": 3.042689,
        "relative_strength": -1.528709,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.983452,
        "energy": 51.321589,
        "activity_lines": [
          3.969184,
          3.967114,
          3.884508,
          3.767249
        ]
      },
      {
        "date": "2025-07-11",
        "close": 3.899099,
        "volume": 14105,
        "typical_volume": 15639.25,
        "trend": 3.633965,
        "fair_value": 3.049562,
        "relative_strength": -4.846597,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 47.969522,
        "energy": 44.081302,
        "activity_lines": [
          3.944117,
          3.957435,
          3.89648,
          3.785491
        ]
      },
      {
        "date": "2025-07-18",
        "close": 3.927874,
        "volume": 14875,
        "typical_volume": 16383.0,
        "trend": 3.655789,
        "fair_value": 3.056701,
        "relative_strength": -4.065674,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 43.371158,
        "energy": 36.021004,
        "activity_lines": [
          3.934972,
          3.952674,
          3.908168,
          3.804453
        ]
      },
      {
        "date": "2025-07-25",
        "close": 3.845527,
        "volume": 4189,
        "typical_volume": 16000.05,
        "trend": 3.674774,
        "fair_value": 3.063784,
        "relative_strength": -7.763469,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.995921,
        "energy": 23.78082,
        "activity_lines": [
          3.899786,
          3.932191,
          3.909755,
          3.816695
        ]
      },
      {
        "date": "2025-08-01",
        "close": 3.870929,
        "volume": 9648,
        "typical_volume": 16339.7,
        "trend": 3.693764,
        "fair_value": 3.071162,
        "relative_strength": -4.500094,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 31.04582,
        "energy": 23.701486,
        "activity_lines": [
          3.884503,
          3.917248,
          3.911802,
          3.82935
        ]
      },
      {
        "date": "2025-08-08",
        "close": 3.85432,
        "volume": 12845,
        "typical_volume": 16563.2,
        "trend": 3.712263,
        "fair_value": 3.078733,
        "relative_strength": -9.996359,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 17.594369,
        "energy": 18.669298,
        "activity_lines": [
          3.869783,
          3.901332,
          3.910551,
          3.839708
        ]
      },
      {
        "date": "2025-08-15",
        "close": 3.875814,
        "volume": 4842,
        "typical_volume": 16519.8,
        "trend": 3.730263,
        "fair_value": 3.085978,
        "relative_strength": -11.606283,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 14.379817,
        "energy": 19.521507,
        "activity_lines": [
          3.868538,
          3.892039,
          3.910068,
          3.85026
        ]
      },
      {
        "date": "2025-08-22",
        "close": 3.993056,
        "volume": 2421,
        "typical_volume": 16033.25,
        "trend": 3.753791,
        "fair_value": 3.094008,
        "relative_strength": -7.641858,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 52.890409,
        "energy": 28.706104,
        "activity_lines": [
          3.907925,
          3.906213,
          3.919769,
          3.867214
        ]
      },
      {
        "date": "2025-08-29",
        "close": 3.981332,
        "volume": 0,
        "typical_volume": 12953.0,
        "trend": 3.776555,
        "fair_value": 3.102372,
        "relative_strength": -4.349529,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 52.857228,
        "energy": 36.267565,
        "activity_lines": [
          3.93906,
          3.917453,
          3.927196,
          3.881894
        ]
      },
      {
        "date": "2025-09-05",
        "close": 4.063401,
        "volume": 16185,
        "typical_volume": 13270.45,
        "trend": 3.801275,
        "fair_value": 3.111387,
        "relative_strength": -1.818663,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 74.24919,
        "energy": 59.365549,
        "activity_lines": [
          3.988497,
          3.944266,
          3.940974,
          3.9004
        ]
      },
      {
        "date": "2025-09-12",
        "close": 4.153286,
        "volume": 16947,
        "typical_volume": 12818.8,
        "trend": 3.83108,
        "fair_value": 3.121328,
        "relative_strength": -0.576027,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 83.558326,
        "energy": 80.911042,
        "activity_lines": [
          4.055064,
          3.985584,
          3.962118,
          3.923111
        ]
      },
      {
        "date": "2025-09-19",
        "close": 4.013573,
        "volume": 14248,
        "typical_volume": 12577.05,
        "trend": 3.856072,
        "fair_value": 3.131269,
        "relative_strength": -3.365065,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 61.60375,
        "energy": 69.151529,
        "activity_lines": [
          4.055129,
          3.997786,
          3.96823,
          3.934885
        ]
      },
      {
        "date": "2025-09-26",
        "close": 4.012596,
        "volume": 13657,
        "typical_volume": 12500.4,
        "trend": 3.874703,
        "fair_value": 3.141838,
        "relative_strength": -3.756125,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 60.505515,
        "energy": 61.212964,
        "activity_lines": [
          4.045684,
          4.007729,
          3.973621,
          3.944983
        ]
      },
      {
        "date": "2025-10-03",
        "close": 3.935412,
        "volume": 20288,
        "typical_volume": 12633.2,
        "trend": 3.891416,
        "fair_value": 3.152009,
        "relative_strength": -7.426406,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 48.662247,
        "energy": 34.487267,
        "activity_lines": [
          4.009209,
          4.002098,
          3.971062,
          3.9489
        ]
      },
      {
        "date": "2025-10-10",
        "close": 3.955929,
        "volume": 9080,
        "typical_volume": 11959.9,
        "trend": 3.906257,
        "fair_value": 3.162389,
        "relative_strength": -4.92926,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 32.711151,
        "energy": 17.294684,
        "activity_lines": [
          3.982634,
          3.998563,
          3.97027,
          3.953062
        ]
      },
      {
        "date": "2025-10-17",
        "close": 3.996964,
        "volume": 14869,
        "typical_volume": 12411.8,
        "trend": 3.919972,
        "fair_value": 3.173278,
        "relative_strength": -1.875384,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 29.399399,
        "energy": 17.626877,
        "activity_lines": [
          3.976902,
          4.000943,
          3.973518,
          3.958914
        ]
      },
      {
        "date": "2025-10-24",
        "close": 4.031159,
        "volume": 4495,
        "typical_volume": 12303.2,
        "trend": 3.932021,
        "fair_value": 3.183899,
        "relative_strength": -2.654775,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 37.101473,
        "energy": 18.897719,
        "activity_lines": [
          3.992991,
          4.006947,
          3.980054,
          3.966087
        ]
      },
      {
        "date": "2025-10-31",
        "close": 3.911964,
        "volume": 58614,
        "typical_volume": 14241.75,
        "trend": 3.937416,
        "fair_value": 3.193713,
        "relative_strength": -8.025378,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 13.820301,
        "energy": 9.555898,
        "activity_lines": [
          3.968175,
          3.988455,
          3.975061,
          3.964793
        ]
      },
      {
        "date": "2025-11-07",
        "close": 3.823056,
        "volume": 41396,
        "typical_volume": 15037.9,
        "trend": 3.942404,
        "fair_value": 3.203034,
        "relative_strength": -8.811419,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -28.16552,
        "energy": 20.530149,
        "activity_lines": [
          3.920431,
          3.955272,
          3.961778,
          3.957415
        ]
      },
      {
        "date": "2025-11-14",
        "close": 3.817194,
        "volume": 18207,
        "typical_volume": 15138.45,
        "trend": 3.942551,
        "fair_value": 3.21218,
        "relative_strength": -10.528894,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -37.691078,
        "energy": 40.569925,
        "activity_lines": [
          3.878225,
          3.923901,
          3.94886,
          3.949337
        ]
      },
      {
        "date": "2025-11-21",
        "close": 3.838688,
        "volume": 21116,
        "typical_volume": 15601.35,
        "trend": 3.94415,
        "fair_value": 3.220897,
        "relative_strength": -8.511688,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -60.448928,
        "energy": 59.843398,
        "activity_lines": [
          3.852431,
          3.900915,
          3.93868,
          3.942636
        ]
      },
      {
        "date": "2025-11-28",
        "close": 3.840642,
        "volume": 12170,
        "typical_volume": 15504.6,
        "trend": 3.942777,
        "fair_value": 3.229265,
        "relative_strength": -12.108521,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.983784,
        "energy": 63.355787,
        "activity_lines": [
          3.837841,
          3.884004,
          3.929212,
          3.935958
        ]
      },
      {
        "date": "2025-12-05",
        "close": 3.866044,
        "volume": 23569,
        "typical_volume": 15939.3,
        "trend": 3.942091,
        "fair_value": 3.237802,
        "relative_strength": -12.367259,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.408954,
        "energy": 59.075802,
        "activity_lines": [
          3.84442,
          3.874855,
          3.922441,
          3.931008
        ]
      },
      {
        "date": "2025-12-12",
        "close": 3.778113,
        "volume": 12021,
        "typical_volume": 16330.9,
        "trend": 3.938154,
        "fair_value": 3.246108,
        "relative_strength": -14.370259,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.705471,
        "energy": 59.291131,
        "activity_lines": [
          3.824749,
          3.852384,
          3.907591,
          3.920428
        ]
      },
      {
        "date": "2025-12-19",
        "close": 3.832826,
        "volume": 11129,
        "typical_volume": 16404.95,
        "trend": 3.933131,
        "fair_value": 3.254743,
        "relative_strength": -14.970921,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.168249,
        "energy": 44.07141,
        "activity_lines": [
          3.826312,
          3.84272,
          3.898272,
          3.913633
        ]
      },
      {
        "date": "2025-12-26",
        "close": 3.84455,
        "volume": 52,
        "typical_volume": 15765.3,
        "trend": 3.927828,
        "fair_value": 3.263453,
        "relative_strength": -14.593004,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -53.510357,
        "energy": 35.868661,
        "activity_lines": [
          3.830742,
          3.837427,
          3.890251,
          3.907918
        ]
      },
      {
        "date": "2026-01-02",
        "close": 3.867021,
        "volume": 5382,
        "typical_volume": 15792.3,
        "trend": 3.923594,
        "fair_value": 3.272307,
        "relative_strength": -15.427481,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -41.662511,
        "energy": 29.676544,
        "activity_lines": [
          3.84227,
          3.83899,
          3.884417,
          3.903995
        ]
      },
      {
        "date": "2026-01-09",
        "close": 3.756619,
        "volume": 48907,
        "typical_volume": 18116.6,
        "trend": 3.917182,
        "fair_value": 3.280454,
        "relative_strength": -18.241585,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.550871,
        "energy": 40.082942,
        "activity_lines": [
          3.81524,
          3.823464,
          3.86811,
          3.893223
        ]
      },
      {
        "date": "2026-01-16",
        "close": 3.711676,
        "volume": 18584,
        "typical_volume": 19045.8,
        "trend": 3.907002,
        "fair_value": 3.28781,
        "relative_strength": -19.840873,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.633191,
        "energy": 55.376533,
        "activity_lines": [
          3.780523,
          3.802592,
          3.848649,
          3.879964
        ]
      },
      {
        "date": "2026-01-23",
        "close": 3.778113,
        "volume": 74649,
        "typical_volume": 21969.0,
        "trend": 3.900858,
        "fair_value": 3.295592,
        "relative_strength": -18.813919,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.707118,
        "energy": 50.869284,
        "activity_lines": [
          3.772381,
          3.795824,
          3.836799,
          3.871649
        ]
      },
      {
        "date": "2026-01-30",
        "close": 4.022367,
        "volume": 130448,
        "typical_volume": 27644.05,
        "trend": 3.903305,
        "fair_value": 3.304109,
        "relative_strength": -14.622713,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -9.966775,
        "energy": 11.565365,
        "activity_lines": [
          3.849305,
          3.834176,
          3.84957,
          3.879488
        ]
      },
      {
        "date": "2026-02-06",
        "close": 4.377022,
        "volume": 100595,
        "typical_volume": 31961.4,
        "trend": 3.919236,
        "fair_value": 3.315206,
        "relative_strength": -7.912858,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 48.739253,
        "energy": 58.283023,
        "activity_lines": [
          4.032593,
          3.933671,
          3.896741,
          3.91005
        ]
      },
      {
        "date": "2026-02-13",
        "close": 4.517713,
        "volume": 170004,
        "typical_volume": 39778.75,
        "trend": 3.938897,
        "fair_value": 3.32685,
        "relative_strength": -4.238804,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 90.946344,
        "energy": 95.371356,
        "activity_lines": [
          4.228777,
          4.048995,
          3.955581,
          3.948662
        ]
      },
      {
        "date": "2026-02-20",
        "close": 4.544092,
        "volume": 78849,
        "typical_volume": 42706.8,
        "trend": 3.962182,
        "fair_value": 3.338133,
        "relative_strength": -6.695116,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 88.987226,
        "energy": 96.021356,
        "activity_lines": [
          4.383015,
          4.157266,
          4.014527,
          3.987707
        ]
      },
      {
        "date": "2026-02-27",
        "close": 4.674035,
        "volume": 130515,
        "typical_volume": 48778.55,
        "trend": 3.988953,
        "fair_value": 3.350517,
        "relative_strength": -2.218329,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 90.174992,
        "energy": 96.508761,
        "activity_lines": [
          4.525073,
          4.275236,
          4.082951,
          4.033633
        ]
      },
      {
        "date": "2026-03-06",
        "close": 4.586103,
        "volume": 141766,
        "typical_volume": 55123.4,
        "trend": 4.013345,
        "fair_value": 3.362463,
        "relative_strength": 1.121784,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.248331,
        "energy": 89.790353,
        "activity_lines": [
          4.578092,
          4.361923,
          4.13958,
          4.072158
        ]
      },
      {
        "date": "2026-03-13",
        "close": 4.723863,
        "volume": 87605,
        "typical_volume": 59278.9,
        "trend": 4.041614,
        "fair_value": 3.375133,
        "relative_strength": 6.744097,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.962224,
        "energy": 92.887285,
        "activity_lines": [
          4.639449,
          4.460175,
          4.206524,
          4.117998
        ]
      },
      {
        "date": "2026-03-20",
        "close": 4.602713,
        "volume": 97014,
        "typical_volume": 61198.9,
        "trend": 4.061936,
        "fair_value": 3.386896,
        "relative_strength": 5.266345,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.083983,
        "energy": 67.770659,
        "activity_lines": [
          4.637299,
          4.520821,
          4.258632,
          4.154198
        ]
      },
      {
        "date": "2026-03-27",
        "close": 4.638862,
        "volume": 90810,
        "typical_volume": 63669.6,
        "trend": 4.083853,
        "fair_value": 3.399076,
        "relative_strength": 4.560932,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.906094,
        "energy": 65.34954,
        "activity_lines": [
          4.641533,
          4.572656,
          4.310893,
          4.191419
        ]
      },
      {
        "date": "2026-04-03",
        "close": 4.718977,
        "volume": 48978,
        "typical_volume": 65208.15,
        "trend": 4.105706,
        "fair_value": 3.411769,
        "relative_strength": 3.040407,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 72.460901,
        "energy": 66.636111,
        "activity_lines": [
          4.666153,
          4.6222,
          4.366899,
          4.232395
        ]
      },
      {
        "date": "2026-04-10",
        "close": 4.727771,
        "volume": 49797,
        "typical_volume": 66642.2,
        "trend": 4.124855,
        "fair_value": 3.423467,
        "relative_strength": -2.703527,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.351671,
        "energy": 63.682565,
        "activity_lines": [
          4.690709,
          4.656235,
          4.419448,
          4.272528
        ]
      },
      {
        "date": "2026-04-17",
        "close": 4.53,
        "volume": 28942,
        "typical_volume": 67480.8,
        "trend": 4.142069,
        "fair_value": 3.434177,
        "relative_strength": -8.578664,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 51.849033,
        "energy": 49.948121,
        "activity_lines": [
          4.639897,
          4.641487,
          4.448929,
          4.298667
        ]
      },
      {
        "date": "2026-04-24",
        "close": 4.675,
        "volume": 55135,
        "typical_volume": 69059.1,
        "trend": 4.16415,
        "fair_value": 3.445896,
        "relative_strength": -2.035805,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.853003,
        "energy": 50.785026,
        "activity_lines": [
          4.650342,
          4.650321,
          4.488936,
          4.333049
        ]
      },
      {
        "date": "2026-05-01",
        "close": 4.551,
        "volume": 210322,
        "typical_volume": 78974.15,
        "trend": 4.184669,
        "fair_value": 3.45682,
        "relative_strength": -4.961281,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 47.352943,
        "energy": 38.467188,
        "activity_lines": [
          4.614635,
          4.63375,
          4.513281,
          4.358007
        ]
      },
      {
        "date": "2026-05-08",
        "close": 4.575,
        "volume": 134404,
        "typical_volume": 85137.9,
        "trend": 4.205305,
        "fair_value": 3.467414,
        "relative_strength": -5.632037,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 44.273685,
        "energy": 31.93326,
        "activity_lines": [
          4.592785,
          4.621417,
          4.536232,
          4.38319
        ]
      },
      {
        "date": "2026-05-15",
        "close": 4.592,
        "volume": 69954,
        "typical_volume": 88633.0,
        "trend": 4.225139,
        "fair_value": 3.478522,
        "relative_strength": -4.688379,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 42.909836,
        "energy": 32.412539,
        "activity_lines": [
          4.5862,
          4.613975,
          4.557268,
          4.408138
        ]
      },
      {
        "date": "2026-05-22",
        "close": 4.622,
        "volume": 88748,
        "typical_volume": 92801.3,
        "trend": 4.244834,
        "fair_value": 3.489732,
        "relative_strength": -5.734699,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 42.484209,
        "energy": 28.931894,
        "activity_lines": [
          4.598667,
          4.611881,
          4.577602,
          4.433742
        ]
      },
      {
        "date": "2026-05-29",
        "close": 4.451,
        "volume": 84783,
        "typical_volume": 94595.1,
        "trend": 4.262802,
        "fair_value": 3.500262,
        "relative_strength": -11.298943,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.753451,
        "energy": 21.136148,
        "activity_lines": [
          4.548,
          4.580548,
          4.578054,
          4.447043
        ]
      },
      {
        "date": "2026-06-05",
        "close": 4.344,
        "volume": 18288,
        "typical_volume": 94580.3,
        "trend": 4.280167,
        "fair_value": 3.510455,
        "relative_strength": -12.130183,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 0.46567,
        "energy": 11.179741,
        "activity_lines": [
          4.4766,
          4.532519,
          4.56501,
          4.452282
        ]
      },
      {
        "date": "2026-06-12",
        "close": 4.45,
        "volume": 34149,
        "typical_volume": 92555.3,
        "trend": 4.30126,
        "fair_value": 3.521524,
        "relative_strength": -12.089029,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 8.226378,
        "energy": 17.892965,
        "activity_lines": [
          4.454333,
          4.509123,
          4.55905,
          4.463239
        ]
      },
      {
        "date": "2026-06-19",
        "close": 4.250506,
        "volume": 14739,
        "typical_volume": 86769.85,
        "trend": 4.314988,
        "fair_value": 3.531039,
        "relative_strength": -18.957889,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -18.27248,
        "energy": 32.110371,
        "activity_lines": [
          4.373902,
          4.454347,
          4.530891,
          4.459964
        ]
      },
      {
        "date": "2026-06-26",
        "close": 4.371164,
        "volume": 23171,
        "typical_volume": 82898.65,
        "trend": 4.332672,
        "fair_value": 3.540782,
        "relative_strength": -14.639777,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -1.742852,
        "energy": 34.589584,
        "activity_lines": [
          4.356456,
          4.430185,
          4.513137,
          4.463588
        ]
      },
      {
        "date": "2026-07-03",
        "close": 4.167124,
        "volume": 22537,
        "typical_volume": 75525.3,
        "trend": 4.342708,
        "fair_value": 3.54911,
        "relative_strength": -20.09273,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -40.461505,
        "energy": 56.279932,
        "activity_lines": [
          4.28772,
          4.371814,
          4.475978,
          4.452908
        ]
      },
      {
        "date": "2026-07-10",
        "close": 4.184781,
        "volume": 66470,
        "typical_volume": 74906.35,
        "trend": 4.356263,
        "fair_value": 3.557838,
        "relative_strength": -18.30759,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -45.547725,
        "energy": 62.54117,
        "activity_lines": [
          4.243794,
          4.325887,
          4.44217,
          4.442719
        ]
      },
      {
        "date": "2026-07-17",
        "close": 4.278954,
        "volume": 68592,
        "typical_volume": 71810.2,
        "trend": 4.371134,
        "fair_value": 3.567035,
        "relative_strength": -14.471084,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.590946,
        "energy": 50.182275,
        "activity_lines": [
          4.241873,
          4.303741,
          4.419043,
          4.437731
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.089,
        "volume": 9365,
        "typical_volume": 65190.15,
        "trend": 4.379283,
        "fair_value": 3.574505,
        "relative_strength": -19.009269,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -50.378689,
        "energy": 65.167416,
        "activity_lines": [
          4.188038,
          4.25244,
          4.379705,
          4.419529
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.092,
        "volume": 116792,
        "typical_volume": 66649.5,
        "trend": 4.386782,
        "fair_value": 3.581835,
        "relative_strength": -18.504816,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -44.895987,
        "energy": 66.054374,
        "activity_lines": [
          4.14597,
          4.210831,
          4.343021,
          4.400995
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.016,
        "volume": 53251,
        "typical_volume": 64461.35,
        "trend": 4.395428,
        "fair_value": 3.589215,
        "relative_strength": -21.949714,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -77.233187,
        "energy": 79.408071,
        "activity_lines": [
          4.097179,
          4.165039,
          4.302108,
          4.377073
        ]
      }
    ],
    "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."
    }
  }
}