{
  "ticker": {
    "uuid": "ca789bb0-0e35-4618-b2f4-cc5cfe2cd958",
    "symbol": "EDUC",
    "name": "Educational Development Corporation",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 55.11,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 19.841,
    "architecture_energy": 14.346,
    "architecture_maturity": 51.883,
    "architecture_confidence": 70.438,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 50.51,
        "rotation_up": 24.97,
        "upward_expansion": 54.75,
        "deceleration": 86.19,
        "rotation_down": 34.94,
        "downward_expansion": 20.75
      },
      "activity_lines": [
        1.418667,
        1.45,
        1.444333,
        1.423714
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 1.39,
    "trend_reference": 1.404773,
    "distance_from_trend": -0.010517,
    "trend_direction": "Improving",
    "fair_value": 1.534507,
    "distance_from_fair_value": -0.094172,
    "fair_value_direction": "Weakening",
    "relative_strength": -10.808339,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.02963,
    "excess_performance": -0.157824,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.010517,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.02956,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.094172,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.050751,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.108083,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.015742,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.02963,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.201692,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 567870,
      "relative_activity": 0.995345,
      "balance": 0.201692,
      "dry_up": 2.48703,
      "accumulation_observations": 0,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.113475,
      "annualized_volatility": 0.270275,
      "from_high_reference": -0.244565,
      "from_low_reference": 0.383085
    },
    "levels": {
      "trend_reference": 1.404773,
      "fair_value_reference": 1.534507,
      "structural_low": 1.23,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 10,
        "median_return": -0.044183,
        "positive_rate": 0.3,
        "directional_follow_through": 0.3,
        "median_excess_return": 0.000597,
        "regime_survival": 0.6,
        "best_return": 0.210526,
        "worst_return": -0.192308,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.047711,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.084734,
        "regime_survival": 0.25,
        "best_return": 0.093567,
        "worst_return": -0.580806,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.096154,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.169344,
        "regime_survival": 0.0,
        "best_return": 0.187135,
        "worst_return": -0.569892,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.343497,
        "positive_rate": 0.0,
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        "regime_survival": 0.0,
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        "worst_return": -0.534946,
        "sufficient": false
      }
    ],
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        "regime": "balance",
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        "regime": "downward_expansion",
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        "typical_volume": 154105.1,
        "trend": 1.369107,
        "fair_value": 1.526908,
        "relative_strength": -7.959012,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
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        "energy": 12.808751,
        "activity_lines": [
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          1.358046
        ]
      },
      {
        "date": "2026-05-08",
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        "typical_volume": 153030.05,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 164282.55,
        "trend": 1.368773,
        "fair_value": 1.527361,
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        "stage": 1,
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        "energy": 56.552194,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 177629.15,
        "trend": 1.367773,
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        "stage": 1,
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        "modifier": "Early expansion",
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        "direction": 53.928019,
        "energy": 46.074314,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 190717.05,
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 194247.7,
        "trend": 1.365773,
        "fair_value": 1.532265,
        "relative_strength": -11.105914,
        "stage": 1,
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        "energy": 25.734802,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 178837.3,
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        "fair_value": 1.537522,
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        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.966843,
        "energy": 28.115927,
        "activity_lines": [
          1.463333,
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          1.413829,
          1.399819
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      },
      {
        "date": "2026-07-03",
        "close": 1.54,
        "volume": 185538,
        "typical_volume": 183406.3,
        "trend": 1.390107,
        "fair_value": 1.539701,
        "relative_strength": -1.028196,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.875972,
        "energy": 41.851504,
        "activity_lines": [
          1.494667,
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          1.428051,
          1.410006
        ]
      },
      {
        "date": "2026-07-10",
        "close": 1.52,
        "volume": 2567265,
        "typical_volume": 309372.4,
        "trend": 1.396107,
        "fair_value": 1.541687,
        "relative_strength": -3.778366,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.013418,
        "energy": 50.193658,
        "activity_lines": [
          1.514,
          1.479455,
          1.439798,
          1.418386
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      },
      {
        "date": "2026-07-17",
        "close": 1.47,
        "volume": 2865628,
        "typical_volume": 451174.5,
        "trend": 1.400773,
        "fair_value": 1.541174,
        "relative_strength": -2.685063,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 50.911313,
        "energy": 42.52072,
        "activity_lines": [
          1.508,
          1.480364,
          1.446164,
          1.423154
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.45,
        "volume": 1325189,
        "typical_volume": 506010.65,
        "trend": 1.404773,
        "fair_value": 1.537904,
        "relative_strength": -2.230729,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.756798,
        "energy": 25.84705,
        "activity_lines": [
          1.487333,
          1.477455,
          1.450106,
          1.426329
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.38,
        "volume": 916973,
        "typical_volume": 547714.0,
        "trend": 1.405773,
        "fair_value": 1.535853,
        "relative_strength": -7.170842,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 24.485324,
        "energy": 11.690728,
        "activity_lines": [
          1.446,
          1.462545,
          1.44681,
          1.424731
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.39,
        "volume": 567870,
        "typical_volume": 570525.8,
        "trend": 1.404773,
        "fair_value": 1.534507,
        "relative_strength": -10.808339,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 19.841437,
        "energy": 14.346367,
        "activity_lines": [
          1.418667,
          1.45,
          1.444333,
          1.423714
        ]
      }
    ],
    "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."
    }
  }
}