{
  "ticker": {
    "uuid": "830d98c3-157b-42f5-a0d4-f49d8b97f337",
    "symbol": "491090",
    "name": "Samsung KODEX US Tech Top3 Plus ETF",
    "exchange": "KSC",
    "country": "KR",
    "assetType": "etf"
  },
  "methodBoundary": "The SM framework classifies the established weekly price path as the Core Trend. Faster and slower Trend views and Sharemaestro context describe that state but do not alter its direction.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "latest_close": 18450.0,
    "direction": "positive",
    "state": "Positive, shorter trend weakening",
    "is_fresh": false,
    "is_near_boundary": false,
    "direction_boundary": 14011.017578,
    "boundary_margin": 0.316821,
    "trend_agreement": "Broadly aligned",
    "persistence": "Mature",
    "direction_turnover": "Low",
    "annualized_volatility": 0.229813,
    "volatility_stability": 1.3338,
    "risk_context": 0.4351,
    "current_regime": {
      "move": 0.274606,
      "interruption": -0.105316,
      "interruption_label": "Deepest pullback inside regime"
    },
    "research_priority": 90.0,
    "interpretation": {
      "label": "Positive, shorter trend weakening",
      "headline": "Positive, shorter trend weakening",
      "body": "The Core Trend remains in force, but the Fast Trend now points the other way. That is an early loss of persistence, not yet a regime change.",
      "age_context": "The current Core Trend has persisted into a mature lifecycle.",
      "boundary_context": "The latest close is 31.7% above the decision boundary.",
      "stability_context": "Recent Core Trend turnover is low."
    },
    "chart_path": [
      {
        "date": "2025-09-12",
        "close": 14475.057617,
        "direction_boundary": 10533.238281,
        "core_momentum": 0.374227,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.244947
      },
      {
        "date": "2025-09-19",
        "close": 14794.396484,
        "direction_boundary": 10732.073242,
        "core_momentum": 0.378522,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.245122
      },
      {
        "date": "2025-09-26",
        "close": 15238.477539,
        "direction_boundary": 10806.635742,
        "core_momentum": 0.410104,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.245648
      },
      {
        "date": "2025-10-03",
        "close": 15378.189453,
        "direction_boundary": 10816.578125,
        "core_momentum": 0.421724,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.176625
      },
      {
        "date": "2025-10-10",
        "close": 15792.332031,
        "direction_boundary": 11318.634766,
        "core_momentum": 0.395251,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.173998
      },
      {
        "date": "2025-10-17",
        "close": 15323.302734,
        "direction_boundary": 11597.00293,
        "core_momentum": 0.321316,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.161581
      },
      {
        "date": "2025-10-24",
        "close": 15956.992188,
        "direction_boundary": 11736.1875,
        "core_momentum": 0.35964,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.15062
      },
      {
        "date": "2025-10-31",
        "close": 16854.064453,
        "direction_boundary": 11452.84668,
        "core_momentum": 0.471605,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.159875
      },
      {
        "date": "2025-11-07",
        "close": 16444.574219,
        "direction_boundary": 12019.525391,
        "core_momentum": 0.368155,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.167862
      },
      {
        "date": "2025-11-14",
        "close": 16339.704102,
        "direction_boundary": 11969.816406,
        "core_momentum": 0.365076,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.152057
      },
      {
        "date": "2025-11-21",
        "close": 16174.90918,
        "direction_boundary": 11875.370117,
        "core_momentum": 0.362055,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.148558
      },
      {
        "date": "2025-11-28",
        "close": 16829.095703,
        "direction_boundary": 11800.807617,
        "core_momentum": 0.426097,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.15274
      },
      {
        "date": "2025-12-05",
        "close": 16899.007813,
        "direction_boundary": 12556.376953,
        "core_momentum": 0.345851,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.152393
      },
      {
        "date": "2025-12-12",
        "close": 16819.107422,
        "direction_boundary": 12809.890625,
        "core_momentum": 0.312978,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.154103
      },
      {
        "date": "2025-12-19",
        "close": 16394.636719,
        "direction_boundary": 12625.96875,
        "core_momentum": 0.298485,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.163234
      },
      {
        "date": "2025-12-26",
        "close": 16544.449219,
        "direction_boundary": 13212.530273,
        "core_momentum": 0.252179,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.160602
      },
      {
        "date": "2026-01-02",
        "close": 16559.431641,
        "direction_boundary": 12884.454102,
        "core_momentum": 0.285226,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.159795
      },
      {
        "date": "2026-01-09",
        "close": 16479.53125,
        "direction_boundary": 12919.249023,
        "core_momentum": 0.27558,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.160573
      },
      {
        "date": "2026-01-16",
        "close": 16704.251953,
        "direction_boundary": 12625.96875,
        "core_momentum": 0.323008,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.154542
      },
      {
        "date": "2026-01-23",
        "close": 16344.697266,
        "direction_boundary": 12834.745117,
        "core_momentum": 0.273473,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.159302
      },
      {
        "date": "2026-01-30",
        "close": 16248.600586,
        "direction_boundary": 12541.463867,
        "core_momentum": 0.29559,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.158035
      },
      {
        "date": "2026-02-06",
        "close": 16173.629883,
        "direction_boundary": 12367.484375,
        "core_momentum": 0.307754,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.158526
      },
      {
        "date": "2026-02-13",
        "close": 15748.797852,
        "direction_boundary": 12606.085938,
        "core_momentum": 0.249301,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.163782
      },
      {
        "date": "2026-02-20",
        "close": 15818.769531,
        "direction_boundary": 12620.998047,
        "core_momentum": 0.253369,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.157621
      },
      {
        "date": "2026-02-27",
        "close": 15813.771484,
        "direction_boundary": 11895.253906,
        "core_momentum": 0.329419,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.155048
      },
      {
        "date": "2026-03-06",
        "close": 16053.677734,
        "direction_boundary": 11487.643555,
        "core_momentum": 0.397474,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.155197
      },
      {
        "date": "2026-03-13",
        "close": 16063.673828,
        "direction_boundary": 11169.507813,
        "core_momentum": 0.438172,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.155274
      },
      {
        "date": "2026-03-20",
        "close": 15808.773438,
        "direction_boundary": 11393.197266,
        "core_momentum": 0.387563,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.155451
      },
      {
        "date": "2026-03-27",
        "close": 15388.939453,
        "direction_boundary": 11343.488281,
        "core_momentum": 0.356632,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.155549
      },
      {
        "date": "2026-04-03",
        "close": 15628.844727,
        "direction_boundary": 10190.250977,
        "core_momentum": 0.533706,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.156508
      },
      {
        "date": "2026-04-10",
        "close": 16098.65918,
        "direction_boundary": 10602.831055,
        "core_momentum": 0.518336,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.157571
      },
      {
        "date": "2026-04-17",
        "close": 17068.277344,
        "direction_boundary": 10095.804688,
        "core_momentum": 0.690631,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.170251
      },
      {
        "date": "2026-04-24",
        "close": 17483.115234,
        "direction_boundary": 10761.898438,
        "core_momentum": 0.624538,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.164644
      },
      {
        "date": "2026-05-01",
        "close": 17735.0,
        "direction_boundary": 11031.759766,
        "core_momentum": 0.607631,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.148243
      },
      {
        "date": "2026-05-08",
        "close": 18640.0,
        "direction_boundary": 11006.834961,
        "core_momentum": 0.693493,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.157199
      },
      {
        "date": "2026-05-15",
        "close": 19440.0,
        "direction_boundary": 11784.492188,
        "core_momentum": 0.649626,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.164462
      },
      {
        "date": "2026-05-22",
        "close": 19630.0,
        "direction_boundary": 11555.183594,
        "core_momentum": 0.698805,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.162697
      },
      {
        "date": "2026-05-29",
        "close": 19705.0,
        "direction_boundary": 11804.431641,
        "core_momentum": 0.669288,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.155961
      },
      {
        "date": "2026-06-05",
        "close": 19845.0,
        "direction_boundary": 11824.371094,
        "core_momentum": 0.678313,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.155942
      },
      {
        "date": "2026-06-12",
        "close": 18685.0,
        "direction_boundary": 11884.192383,
        "core_momentum": 0.572257,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.180731
      },
      {
        "date": "2026-06-19",
        "close": 19130.0,
        "direction_boundary": 12063.651367,
        "core_momentum": 0.585755,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.177439
      },
      {
        "date": "2026-06-26",
        "close": 18046.691406,
        "direction_boundary": 12457.463867,
        "core_momentum": 0.448665,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.19841
      },
      {
        "date": "2026-07-03",
        "close": 18855.869141,
        "direction_boundary": 12776.50293,
        "core_momentum": 0.475824,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.206146
      },
      {
        "date": "2026-07-10",
        "close": 18745.980469,
        "direction_boundary": 13015.782227,
        "core_momentum": 0.44025,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.206247
      },
      {
        "date": "2026-07-17",
        "close": 19075.646484,
        "direction_boundary": 13544.19043,
        "core_momentum": 0.408401,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.206641
      },
      {
        "date": "2026-07-24",
        "close": 17901.837891,
        "direction_boundary": 13499.325195,
        "core_momentum": 0.326128,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.224808
      },
      {
        "date": "2026-07-31",
        "close": 17755.0,
        "direction_boundary": 13851.347656,
        "core_momentum": 0.281825,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.225027
      },
      {
        "date": "2026-08-07",
        "close": 18450.0,
        "direction_boundary": 14011.017578,
        "core_momentum": 0.316821,
        "direction": "positive",
        "trend_agreement": 0.75,
        "volatility": 0.229813
      }
    ],
    "price_history": [
      {
        "date": "2024-09-13",
        "close": 10533.238281,
        "volume": 2488580
      },
      {
        "date": "2024-09-20",
        "close": 10732.073242,
        "volume": 1440583
      },
      {
        "date": "2024-09-27",
        "close": 10806.635742,
        "volume": 1783021
      },
      {
        "date": "2024-10-04",
        "close": 10816.578125,
        "volume": 1480469
      },
      {
        "date": "2024-10-11",
        "close": 11318.634766,
        "volume": 1921391
      },
      {
        "date": "2024-10-18",
        "close": 11597.00293,
        "volume": 104738
      },
      {
        "date": "2024-10-25",
        "close": 11736.1875,
        "volume": 119984
      },
      {
        "date": "2024-11-01",
        "close": 11452.84668,
        "volume": 83031
      },
      {
        "date": "2024-11-08",
        "close": 12019.525391,
        "volume": 287500
      },
      {
        "date": "2024-11-15",
        "close": 11969.816406,
        "volume": 85147
      },
      {
        "date": "2024-11-22",
        "close": 11875.370117,
        "volume": 96732
      },
      {
        "date": "2024-11-29",
        "close": 11800.807617,
        "volume": 85749
      },
      {
        "date": "2024-12-06",
        "close": 12556.376953,
        "volume": 79360
      },
      {
        "date": "2024-12-13",
        "close": 12809.890625,
        "volume": 145582
      },
      {
        "date": "2024-12-20",
        "close": 12625.96875,
        "volume": 123993
      },
      {
        "date": "2024-12-27",
        "close": 13212.530273,
        "volume": 72133
      },
      {
        "date": "2025-01-03",
        "close": 12884.454102,
        "volume": 86115
      },
      {
        "date": "2025-01-10",
        "close": 12919.249023,
        "volume": 73093
      },
      {
        "date": "2025-01-17",
        "close": 12625.96875,
        "volume": 49622
      },
      {
        "date": "2025-01-24",
        "close": 12834.745117,
        "volume": 124660
      },
      {
        "date": "2025-01-31",
        "close": 12541.463867,
        "volume": 33182
      },
      {
        "date": "2025-02-07",
        "close": 12367.484375,
        "volume": 90668
      },
      {
        "date": "2025-02-14",
        "close": 12606.085938,
        "volume": 92286
      },
      {
        "date": "2025-02-21",
        "close": 12620.998047,
        "volume": 49226
      },
      {
        "date": "2025-02-28",
        "close": 11895.253906,
        "volume": 59675
      },
      {
        "date": "2025-03-07",
        "close": 11487.643555,
        "volume": 43374
      },
      {
        "date": "2025-03-14",
        "close": 11169.507813,
        "volume": 39698
      },
      {
        "date": "2025-03-21",
        "close": 11393.197266,
        "volume": 11452
      },
      {
        "date": "2025-03-28",
        "close": 11343.488281,
        "volume": 107312
      },
      {
        "date": "2025-04-04",
        "close": 10190.250977,
        "volume": 214076
      },
      {
        "date": "2025-04-11",
        "close": 10602.831055,
        "volume": 205773
      },
      {
        "date": "2025-04-18",
        "close": 10095.804688,
        "volume": 79616
      },
      {
        "date": "2025-04-25",
        "close": 10761.898438,
        "volume": 29972
      },
      {
        "date": "2025-05-02",
        "close": 11031.759766,
        "volume": 18943
      },
      {
        "date": "2025-05-09",
        "close": 11006.834961,
        "volume": 10710
      },
      {
        "date": "2025-05-16",
        "close": 11784.492188,
        "volume": 42429
      },
      {
        "date": "2025-05-23",
        "close": 11555.183594,
        "volume": 21112
      },
      {
        "date": "2025-05-30",
        "close": 11804.431641,
        "volume": 25668
      },
      {
        "date": "2025-06-06",
        "close": 11824.371094,
        "volume": 13257
      },
      {
        "date": "2025-06-13",
        "close": 11884.192383,
        "volume": 38546
      },
      {
        "date": "2025-06-20",
        "close": 12063.651367,
        "volume": 21976
      },
      {
        "date": "2025-06-27",
        "close": 12457.463867,
        "volume": 46627
      },
      {
        "date": "2025-07-04",
        "close": 12776.50293,
        "volume": 126633
      },
      {
        "date": "2025-07-11",
        "close": 13015.782227,
        "volume": 33913
      },
      {
        "date": "2025-07-18",
        "close": 13544.19043,
        "volume": 154792
      },
      {
        "date": "2025-07-25",
        "close": 13499.325195,
        "volume": 161984
      },
      {
        "date": "2025-08-01",
        "close": 13851.347656,
        "volume": 49092
      },
      {
        "date": "2025-08-08",
        "close": 14011.017578,
        "volume": 122596
      },
      {
        "date": "2025-08-15",
        "close": 14240.541992,
        "volume": 83385
      },
      {
        "date": "2025-08-22",
        "close": 13861.327148,
        "volume": 230337
      },
      {
        "date": "2025-08-29",
        "close": 14215.59375,
        "volume": 70824
      },
      {
        "date": "2025-09-05",
        "close": 14415.181641,
        "volume": 52394
      },
      {
        "date": "2025-09-12",
        "close": 14475.057617,
        "volume": 242094
      },
      {
        "date": "2025-09-19",
        "close": 14794.396484,
        "volume": 119012
      },
      {
        "date": "2025-09-26",
        "close": 15238.477539,
        "volume": 182528
      },
      {
        "date": "2025-10-03",
        "close": 15378.189453,
        "volume": 72463
      },
      {
        "date": "2025-10-10",
        "close": 15792.332031,
        "volume": 28558
      },
      {
        "date": "2025-10-17",
        "close": 15323.302734,
        "volume": 122071
      },
      {
        "date": "2025-10-24",
        "close": 15956.992188,
        "volume": 93695
      },
      {
        "date": "2025-10-31",
        "close": 16854.064453,
        "volume": 362566
      },
      {
        "date": "2025-11-07",
        "close": 16444.574219,
        "volume": 199701
      },
      {
        "date": "2025-11-14",
        "close": 16339.704102,
        "volume": 53831
      },
      {
        "date": "2025-11-21",
        "close": 16174.90918,
        "volume": 106569
      },
      {
        "date": "2025-11-28",
        "close": 16829.095703,
        "volume": 73380
      },
      {
        "date": "2025-12-05",
        "close": 16899.007813,
        "volume": 70766
      },
      {
        "date": "2025-12-12",
        "close": 16819.107422,
        "volume": 105370
      },
      {
        "date": "2025-12-19",
        "close": 16394.636719,
        "volume": 74189
      },
      {
        "date": "2025-12-26",
        "close": 16544.449219,
        "volume": 49234
      },
      {
        "date": "2026-01-02",
        "close": 16559.431641,
        "volume": 55549
      },
      {
        "date": "2026-01-09",
        "close": 16479.53125,
        "volume": 61498
      },
      {
        "date": "2026-01-16",
        "close": 16704.251953,
        "volume": 117221
      },
      {
        "date": "2026-01-23",
        "close": 16344.697266,
        "volume": 99116
      },
      {
        "date": "2026-01-30",
        "close": 16248.600586,
        "volume": 115631
      },
      {
        "date": "2026-02-06",
        "close": 16173.629883,
        "volume": 72766
      },
      {
        "date": "2026-02-13",
        "close": 15748.797852,
        "volume": 391300
      },
      {
        "date": "2026-02-20",
        "close": 15818.769531,
        "volume": 59807
      },
      {
        "date": "2026-02-27",
        "close": 15813.771484,
        "volume": 63814
      },
      {
        "date": "2026-03-06",
        "close": 16053.677734,
        "volume": 62492
      },
      {
        "date": "2026-03-13",
        "close": 16063.673828,
        "volume": 28146
      },
      {
        "date": "2026-03-20",
        "close": 15808.773438,
        "volume": 31459
      },
      {
        "date": "2026-03-27",
        "close": 15388.939453,
        "volume": 107594
      },
      {
        "date": "2026-04-03",
        "close": 15628.844727,
        "volume": 42892
      },
      {
        "date": "2026-04-10",
        "close": 16098.65918,
        "volume": 69103
      },
      {
        "date": "2026-04-17",
        "close": 17068.277344,
        "volume": 223606
      },
      {
        "date": "2026-04-24",
        "close": 17483.115234,
        "volume": 156204
      },
      {
        "date": "2026-05-01",
        "close": 17735.0,
        "volume": 276458
      },
      {
        "date": "2026-05-08",
        "close": 18640.0,
        "volume": 254099
      },
      {
        "date": "2026-05-15",
        "close": 19440.0,
        "volume": 1022769
      },
      {
        "date": "2026-05-22",
        "close": 19630.0,
        "volume": 596722
      },
      {
        "date": "2026-05-29",
        "close": 19705.0,
        "volume": 358836
      },
      {
        "date": "2026-06-05",
        "close": 19845.0,
        "volume": 18572
      },
      {
        "date": "2026-06-12",
        "close": 18685.0,
        "volume": 10252
      },
      {
        "date": "2026-06-19",
        "close": 19130.0,
        "volume": 30510
      },
      {
        "date": "2026-06-26",
        "close": 18046.691406,
        "volume": 11423
      },
      {
        "date": "2026-07-03",
        "close": 18855.869141,
        "volume": 20060
      },
      {
        "date": "2026-07-10",
        "close": 18745.980469,
        "volume": 91960
      },
      {
        "date": "2026-07-17",
        "close": 19075.646484,
        "volume": 159601
      },
      {
        "date": "2026-07-24",
        "close": 17901.837891,
        "volume": 309821
      },
      {
        "date": "2026-07-31",
        "close": 17755.0,
        "volume": 199592
      },
      {
        "date": "2026-08-07",
        "close": 18450.0,
        "volume": 178483
      }
    ],
    "sharemaestro_context": {
      "trend": 17469.583496,
      "fair_value": 14444.317647,
      "market_activity": 5.888338,
      "market_dynamics": -0.443025,
      "relative_strength": -11.54077
    },
    "historical_outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 3,
        "median_return": -0.026761,
        "directional_follow_through": 0.3333,
        "regime_survival": 1.0,
        "conditional_difference": -0.027534,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 1,
        "median_return": 0.091479,
        "directional_follow_through": 1.0,
        "regime_survival": 1.0,
        "conditional_difference": 0.021828,
        "sufficient": false
      },
      {
        "horizon": "Longer term",
        "sample_count": 1,
        "median_return": 0.092709,
        "directional_follow_through": 1.0,
        "regime_survival": 1.0,
        "conditional_difference": -0.019699,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 0,
        "median_return": null,
        "directional_follow_through": null,
        "regime_survival": null,
        "conditional_difference": null,
        "sufficient": false
      }
    ],
    "regime_history": [
      {
        "direction": "positive",
        "start": "2025-09-12",
        "end": "2026-08-07",
        "tenure": "Extended",
        "return": 0.274606
      }
    ]
  }
}