{
  "meta": {
    "script": "occ_shares",
    "table": "25group",
    "n": 24,
    "generated": "2026-07-16T14:04:08.106305+00:00",
    "source_dofiles": [
      "b/prep_occ_shares.do",
      "a/tables_occ_shares.do"
    ]
  },
  "data": [
    {
      "label": "Professional specialty",
      "occ_count": 68,
      "laureate_n": 343,
      "laureate_share": 0.487216,
      "laureate_pct": 48.721592,
      "census_share": 0.037541,
      "census_pct": 3.7541,
      "avg_educ_rank": 97.75922,
      "avg_med_inctot_rank": 85.51588,
      "avg_global_med_inctot_rank": 94.27239,
      "overrep_ratio": 12.978235
    },
    {
      "label": "Management-related",
      "occ_count": 6,
      "laureate_n": 21,
      "laureate_share": 0.02983,
      "laureate_pct": 2.982955,
      "census_share": 0.005242,
      "census_pct": 0.524177,
      "avg_educ_rank": 92.55409,
      "avg_med_inctot_rank": 92.00497,
      "avg_global_med_inctot_rank": 94.86852,
      "overrep_ratio": 5.690735
    },
    {
      "label": "Financial sales and related",
      "occ_count": 4,
      "laureate_n": 8,
      "laureate_share": 0.011364,
      "laureate_pct": 1.136364,
      "census_share": 0.002628,
      "census_pct": 0.262786,
      "avg_educ_rank": 94.6304,
      "avg_med_inctot_rank": 86.933,
      "avg_global_med_inctot_rank": 93.94426,
      "overrep_ratio": 4.324288
    },
    {
      "label": "Exec/admin/managerial",
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      "laureate_n": 184,
      "laureate_share": 0.261364,
      "laureate_pct": 26.136364,
      "census_share": 0.064825,
      "census_pct": 6.482501,
      "avg_educ_rank": 86.078674,
      "avg_med_inctot_rank": 92.584755,
      "avg_global_med_inctot_rank": 94.94463,
      "overrep_ratio": 4.031834
    },
    {
      "label": "Technicians and related support",
      "occ_count": 9,
      "laureate_n": 4,
      "laureate_share": 0.005682,
      "laureate_pct": 0.568182,
      "census_share": 0.002527,
      "census_pct": 0.252713,
      "avg_educ_rank": 94.1354,
      "avg_med_inctot_rank": 79.73757,
      "avg_global_med_inctot_rank": 92.87877,
      "overrep_ratio": 2.248326
    },
    {
      "label": "Administrative support",
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      "laureate_n": 26,
      "laureate_share": 0.036932,
      "laureate_pct": 3.693182,
      "census_share": 0.034498,
      "census_pct": 3.449757,
      "avg_educ_rank": 90.788795,
      "avg_med_inctot_rank": 78.02936,
      "avg_global_med_inctot_rank": 92.68712,
      "overrep_ratio": 1.070563
    },
    {
      "label": "Housekeeping/cleaning/laundry",
      "occ_count": 7,
      "laureate_n": 2,
      "laureate_share": 0.002841,
      "laureate_pct": 0.284091,
      "census_share": 0.002847,
      "census_pct": 0.284702,
      "avg_educ_rank": 55.953876,
      "avg_med_inctot_rank": 43.210335,
      "avg_global_med_inctot_rank": 84.36919,
      "overrep_ratio": 0.997853
    },
    {
      "label": "Mechanics and repairers",
      "occ_count": 16,
      "laureate_n": 11,
      "laureate_share": 0.015625,
      "laureate_pct": 1.5625,
      "census_share": 0.018173,
      "census_pct": 1.817294,
      "avg_educ_rank": 75.33468,
      "avg_med_inctot_rank": 74.96734,
      "avg_global_med_inctot_rank": 92.1791,
      "overrep_ratio": 0.859795
    },
    {
      "label": "Precision production and craft",
      "occ_count": 22,
      "laureate_n": 27,
      "laureate_share": 0.038352,
      "laureate_pct": 3.835227,
      "census_share": 0.056463,
      "census_pct": 5.646265,
      "avg_educ_rank": 67.26868,
      "avg_med_inctot_rank": 81.44905,
      "avg_global_med_inctot_rank": 93.196106,
      "overrep_ratio": 0.67925
    },
    {
      "label": "Retail sales",
      "occ_count": 8,
      "laureate_n": 14,
      "laureate_share": 0.019886,
      "laureate_pct": 1.988636,
      "census_share": 0.036777,
      "census_pct": 3.677744,
      "avg_educ_rank": 85.388504,
      "avg_med_inctot_rank": 77.23928,
      "avg_global_med_inctot_rank": 92.50603,
      "overrep_ratio": 0.540722
    },
    {
      "label": "Building and grounds cleaning/maintenance",
      "occ_count": 2,
      "laureate_n": 2,
      "laureate_share": 0.002841,
      "laureate_pct": 0.284091,
      "census_share": 0.005445,
      "census_pct": 0.544478,
      "avg_educ_rank": 53.22474,
      "avg_med_inctot_rank": 39.024616,
      "avg_global_med_inctot_rank": 85.88793,
      "overrep_ratio": 0.521767
    },
    {
      "label": "Construction trades",
      "occ_count": 17,
      "laureate_n": 13,
      "laureate_share": 0.018466,
      "laureate_pct": 1.846591,
      "census_share": 0.057508,
      "census_pct": 5.750776,
      "avg_educ_rank": 60.701626,
      "avg_med_inctot_rank": 63.68077,
      "avg_global_med_inctot_rank": 90.473206,
      "overrep_ratio": 0.321103
    },
    {
      "label": "Machine operators/assemblers/inspectors",
      "occ_count": 26,
      "laureate_n": 14,
      "laureate_share": 0.019886,
      "laureate_pct": 1.988636,
      "census_share": 0.101278,
      "census_pct": 10.127847,
      "avg_educ_rank": 54.90574,
      "avg_med_inctot_rank": 65.86295,
      "avg_global_med_inctot_rank": 90.60538,
      "overrep_ratio": 0.196353
    },
    {
      "label": "Food preparation and service",
      "occ_count": 4,
      "laureate_n": 1,
      "laureate_share": 0.00142,
      "laureate_pct": 0.142045,
      "census_share": 0.007859,
      "census_pct": 0.785884,
      "avg_educ_rank": 69.97144,
      "avg_med_inctot_rank": 49.267174,
      "avg_global_med_inctot_rank": 86.99936,
      "overrep_ratio": 0.180746
    },
    {
      "label": "Fire fighting/police/corrections",
      "occ_count": 5,
      "laureate_n": 1,
      "laureate_share": 0.00142,
      "laureate_pct": 0.142045,
      "census_share": 0.00984,
      "census_pct": 0.983957,
      "avg_educ_rank": 80.52362,
      "avg_med_inctot_rank": 40.54652,
      "avg_global_med_inctot_rank": 84.16567,
      "overrep_ratio": 0.144361
    },
    {
      "label": "Farm operators and managers",
      "occ_count": 2,
      "laureate_n": 23,
      "laureate_share": 0.03267,
      "laureate_pct": 3.267045,
      "census_share": 0.26773,
      "census_pct": 26.773046,
      "avg_educ_rank": 28.305042,
      "avg_med_inctot_rank": 23.923836,
      "avg_global_med_inctot_rank": 80.87836,
      "overrep_ratio": 0.122027
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    {
      "label": "Extractive/mining",
      "occ_count": 2,
      "laureate_n": 1,
      "laureate_share": 0.00142,
      "laureate_pct": 0.142045,
      "census_share": 0.0213,
      "census_pct": 2.130015,
      "avg_educ_rank": 11.207839,
      "avg_med_inctot_rank": 58.607018,
      "avg_global_med_inctot_rank": 89.86989,
      "overrep_ratio": 0.066688
    },
    {
      "label": "Transportation and material moving",
      "occ_count": 22,
      "laureate_n": 7,
      "laureate_share": 0.009943,
      "laureate_pct": 0.994318,
      "census_share": 0.163461,
      "census_pct": 16.34611,
      "avg_educ_rank": 51.536762,
      "avg_med_inctot_rank": 51.539837,
      "avg_global_med_inctot_rank": 88.140816,
      "overrep_ratio": 0.060829
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    {
      "label": "Other agricultural and related",
      "occ_count": 8,
      "laureate_n": 2,
      "laureate_share": 0.002841,
      "laureate_pct": 0.284091,
      "census_share": 0.092703,
      "census_pct": 9.270341,
      "avg_educ_rank": 9.452448,
      "avg_med_inctot_rank": 5.480178,
      "avg_global_med_inctot_rank": 70.25566,
      "overrep_ratio": 0.030645
    },
    {
      "label": "Guards and guard supervisors",
      "occ_count": 2,
      "laureate_n": 0,
      "laureate_share": 0.0,
      "laureate_pct": 0.0,
      "census_share": 0.002786,
      "census_pct": 0.278609,
      "avg_educ_rank": 55.002445,
      "avg_med_inctot_rank": 62.92243,
      "avg_global_med_inctot_rank": 90.47904,
      "overrep_ratio": 0.0
    },
    {
      "label": "Health service support",
      "occ_count": 2,
      "laureate_n": 0,
      "laureate_share": 0.0,
      "laureate_pct": 0.0,
      "census_share": 0.000559,
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      "avg_educ_rank": 78.62559,
      "avg_med_inctot_rank": 47.36543,
      "avg_global_med_inctot_rank": 87.50415,
      "overrep_ratio": 0.0
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    {
      "label": "Misc. personal care and services",
      "occ_count": 4,
      "laureate_n": 0,
      "laureate_share": 0.0,
      "laureate_pct": 0.0,
      "census_share": 0.004976,
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      "avg_educ_rank": 36.762802,
      "avg_med_inctot_rank": 14.122551,
      "avg_global_med_inctot_rank": 78.925095,
      "overrep_ratio": 0.0
    },
    {
      "label": "Personal appearance",
      "occ_count": 1,
      "laureate_n": 0,
      "laureate_share": 0.0,
      "laureate_pct": 0.0,
      "census_share": 0.004075,
      "census_pct": 0.407523,
      "avg_educ_rank": 61.93651,
      "avg_med_inctot_rank": 53.85736,
      "avg_global_med_inctot_rank": 88.73056,
      "overrep_ratio": 0.0
    },
    {
      "label": "Recreation and hospitality",
      "occ_count": 6,
      "laureate_n": 0,
      "laureate_share": 0.0,
      "laureate_pct": 0.0,
      "census_share": 0.003618,
      "census_pct": 0.36177,
      "avg_educ_rank": 60.673668,
      "avg_med_inctot_rank": 42.0708,
      "avg_global_med_inctot_rank": 85.33322,
      "overrep_ratio": 0.0
    }
  ]
}