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  "source": "onet+bls-oews",
  "dataSource": "O*NET 29.1 Abilities (LV) + BLS OEWS May 2024 national (oesm24nat)",
  "generatedAt": "2026-07-15T15:15:10.612Z",
  "topic": "OPP-3 reasoning-demand index x occupational median wage",
  "method": "reasoningIdx = mean of O*NET Level (0-7) for Inductive Reasoning (1.A.1.b.5), Deductive Reasoning (1.A.1.b.4), Mathematical Reasoning (1.A.1.c.1); averaged across O*NET-SOC detailed occupations within each 6-digit SOC. Joined to BLS OEWS May 2024 national A_MEDIAN (O_GROUP=detailed) on 6-digit SOC. R^2 = squared Pearson correlation. Log-wage is primary (wages right-skewed). '#' top-coded medians set to 239200.",
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    "onet": "db_29_1_text/Abilities.txt",
    "oews": "oesm24nat/national_M2024_dl.xlsx"
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