| Table 3. Overall Prevalence (%) of Disability and Health Indicators by 206 Occupations | |||||||||||||||||||||||||||||||||||||||||||||||
| Acute Disability | Chronic Disability | Health Status | |||||||||||||||||||||||||||||||||||||||||||||
| Occupation 206 Classes | Group | Population Estimates | Estimated Prevalence of Restricted Days | Standard Error of Restricted Days | Estimated Prevalence of Bed Days | Standard Error of Bed Days | Estimated Prevalence of Lost Work Days | Standard Error of Lost Work Days | Estimated Prevalence of > 4 Doctor Visits | Standard Error of Doctor Visits | Estimated Prevalence of > 1 Hospitalizations | Standard Error of Hospitalizations | Estimated Prevalence of Self-Rated Health | Standard Error of Self-Rated Health | Estimated Prevalence of Chronic Conditions | Standard Error of Chronic Conditions | |||||||||||||||||||||||||||||||
| 5 | Administrators/officials, public administration | 1: Total | 434,916 | 9.05 | 0.78 | 4.69 | 0.53 | 6.65 | 0.61 | 29.62 | 1.11 | 5.27 | 0.55 | 4.50 | 0.62 | 44.32 | 1.32 | ||||||||||||||||||||||||||||||
| 5 | Administrators/officials, public administration | 2: Male | 237,832 | 6.88 | 0.99 | 3.45 | 0.63 | 4.73 | 0.73 | 23.55 | 1.52 | 5.70 | 0.78 | 4.14 | 0.73 | 42.33 | 1.71 | ||||||||||||||||||||||||||||||
| 5 | Administrators/officials, public administration | 3: Female | 197,084 | 11.67 | 1.24 | 6.18 | 0.96 | 8.96 | 1.03 | 36.96 | 1.94 | 4.75 | 0.83 | 4.92 | 0.89 | 46.71 | 1.92 | ||||||||||||||||||||||||||||||
| 5 | Administrators/officials, public administration | 4: White | 377,045 | 9.36 | 0.82 | 5.02 | 0.62 | 6.59 | 0.60 | 30.01 | 1.22 | 5.65 | 0.63 | 4.66 | 0.64 | 44.14 | 1.55 | ||||||||||||||||||||||||||||||
| 5 | Administrators/officials, public administration | 5: Black | 40,408 | 6.85 | 2.14 | 2.58 | 1.15 | 6.85 | 2.14 | 29.18 | 3.92 | 2.36 | 1.03 | 2.18 | 1.15 | 44.15 | 3.77 | ||||||||||||||||||||||||||||||
| 5 | Administrators/officials, public administration | 6: Other | 17,464 | 7.46 | 4.13 | 2.37 | 1.83 | 7.46 | 4.13 | 22.42 | 4.88 | 3.61 | 2.11 | 6.21 | 3.62 | 48.49 | 4.71 | ||||||||||||||||||||||||||||||
| 5 | Administrators/officials, public administration | 7: Hispanic | 19,368 | 13.53 | 4.26 | 6.49 | 2.93 | 8.77 | 3.23 | 43.71 | 7.59 | 5.99 | 2.30 | 7.58 | 2.74 | 44.88 | 6.28 | ||||||||||||||||||||||||||||||
| 5 | Administrators/officials, public administration | 8: NonHispanic | 415,549 | 8.84 | 0.76 | 4.60 | 0.55 | 6.55 | 0.58 | 28.98 | 1.09 | 5.23 | 0.58 | 4.35 | 0.59 | 44.29 | 1.32 | ||||||||||||||||||||||||||||||
| 7 | Financial managers | 1: Total | 516,489 | 7.10 | 0.63 | 4.10 | 0.49 | 4.72 | 0.50 | 22.68 | 0.96 | 4.24 | 0.50 | 2.25 | 0.32 | 35.45 | 1.18 | ||||||||||||||||||||||||||||||
| 7 | Financial managers | 2: Male | 290,553 | 5.18 | 0.68 | 2.47 | 0.48 | 3.15 | 0.53 | 15.20 | 0.98 | 4.17 | 0.63 | 1.92 | 0.42 | 32.38 | 1.51 | ||||||||||||||||||||||||||||||
| 7 | Financial managers | 3: Female | 225,936 | 9.58 | 1.00 | 6.21 | 0.82 | 6.75 | 0.88 | 32.31 | 1.59 | 4.34 | 0.73 | 2.68 | 0.57 | 39.39 | 1.79 | ||||||||||||||||||||||||||||||
| 7 | Financial managers | 4: White | 470,184 | 7.33 | 0.68 | 4.15 | 0.52 | 4.75 | 0.53 | 23.71 | 1.03 | 4.42 | 0.54 | 2.39 | 0.35 | 36.45 | 1.27 | ||||||||||||||||||||||||||||||
| 7 | Financial managers | 5: Black | 27,663 | 5.11 | 2.10 | 3.61 | 1.80 | 4.64 | 2.04 | 14.77 | 4.32 | 4.05 | 1.75 | 0.60 | 0.61 | 28.17 | 4.32 | ||||||||||||||||||||||||||||||
| 7 | Financial managers | 6: Other | 18,642 | 4.31 | 2.26 | 3.72 | 2.18 | 4.31 | 2.26 | 8.77 | 2.72 | 0.00 | 0.00 | 1.21 | 1.27 | 20.92 | 4.43 | ||||||||||||||||||||||||||||||
| 7 | Financial managers | 7: Hispanic | 23,398 | 9.20 | 3.35 | 7.44 | 3.19 | 7.44 | 3.19 | 18.10 | 4.15 | 2.95 | 1.58 | 2.62 | 1.51 | 25.68 | 4.72 | ||||||||||||||||||||||||||||||
| 7 | Financial managers | 8: NonHispanic | 493,091 | 7.00 | 0.63 | 3.94 | 0.47 | 4.59 | 0.51 | 22.90 | 0.94 | 4.30 | 0.51 | 2.24 | 0.33 | 35.91 | 1.20 | ||||||||||||||||||||||||||||||
| 8 | Personnel and labor relations managers | 1: Total | 145,879 | 8.00 | 1.29 | 4.86 | 1.10 | 5.45 | 1.11 | 27.08 | 2.21 | 5.06 | 1.23 | 2.91 | 0.81 | 41.06 | 2.26 | ||||||||||||||||||||||||||||||
| 8 | Personnel and labor relations managers | 2: Male | 70,491 | 8.01 | 1.92 | 3.89 | 1.45 | 4.50 | 1.55 | 22.73 | 2.78 | 6.35 | 1.88 | 3.11 | 1.33 | 43.10 | 3.37 | ||||||||||||||||||||||||||||||
| 8 | Personnel and labor relations managers | 3: Female | 75,389 | 8.00 | 1.55 | 5.78 | 1.44 | 6.34 | 1.38 | 31.13 | 3.11 | 3.85 | 1.29 | 2.73 | 0.93 | 39.16 | 3.01 | ||||||||||||||||||||||||||||||
| 8 | Personnel and labor relations managers | 4: White | 133,270 | 7.94 | 1.36 | 4.86 | 1.16 | 5.15 | 1.17 | 26.92 | 2.38 | 4.76 | 1.19 | 2.88 | 0.85 | 42.14 | 2.40 | ||||||||||||||||||||||||||||||
| 8 | Personnel and labor relations managers | 5: Black | 9,918 | 11.02 | 4.90 | 6.19 | 3.76 | 11.02 | 4.90 | 25.89 | 7.81 | 6.30 | 4.43 | 4.16 | 3.01 | 35.45 | 8.47 | ||||||||||||||||||||||||||||||
| 8 | Personnel and labor relations managers | 6: Other | 2,691 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 39.26 | 13.15 | 15.10 | 14.75 | 0.00 | 0.00 | 8.64 | 8.26 | ||||||||||||||||||||||||||||||
| 8 | Personnel and labor relations managers | 7: Hispanic | 4,976 | 4.73 | 4.67 | 0.00 | 0.00 | 4.73 | 4.67 | 25.93 | 9.85 | 0.00 | 0.00 | 4.07 | 3.93 | 53.65 | 9.45 | ||||||||||||||||||||||||||||||
| 8 | Personnel and labor relations managers | 8: NonHispanic | 140,903 | 8.12 | 1.33 | 5.04 | 1.14 | 5.48 | 1.14 | 27.12 | 2.22 | 5.24 | 1.27 | 2.87 | 0.82 | 40.62 | 2.31 | ||||||||||||||||||||||||||||||
| 9 | Purchasing managers | 1: Total | 122,582 | 10.67 | 1.36 | 4.54 | 0.96 | 7.80 | 1.20 | 30.03 | 2.29 | 5.68 | 1.07 | 2.90 | 0.66 | 42.01 | 2.57 | ||||||||||||||||||||||||||||||
| 9 | Purchasing managers | 2: Male | 80,853 | 8.95 | 1.61 | 3.00 | 0.92 | 5.90 | 1.39 | 23.53 | 2.51 | 5.21 | 1.23 | 2.98 | 0.79 | 37.64 | 3.08 | ||||||||||||||||||||||||||||||
| 9 | Purchasing managers | 3: Female | 41,729 | 14.00 | 2.64 | 7.53 | 2.04 | 11.49 | 2.44 | 42.58 | 3.98 | 6.59 | 1.90 | 2.74 | 1.14 | 50.48 | 4.10 | ||||||||||||||||||||||||||||||
| 9 | Purchasing managers | 4: White | 108,587 | 11.22 | 1.50 | 5.01 | 1.08 | 8.22 | 1.29 | 29.58 | 2.26 | 6.19 | 1.19 | 2.73 | 0.65 | 43.43 | 2.61 | ||||||||||||||||||||||||||||||
| 9 | Purchasing managers | 5: Black | 10,684 | 8.36 | 5.07 | 1.16 | 1.12 | 6.01 | 4.66 | 37.14 | 8.14 | 2.25 | 2.24 | 5.51 | 3.48 | 31.57 | 7.28 | ||||||||||||||||||||||||||||||
| 9 | Purchasing managers | 6: Other | 3,311 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 21.71 | 13.22 | 0.00 | 0.00 | 0.00 | 0.00 | 29.38 | 11.36 | ||||||||||||||||||||||||||||||
| 9 | Purchasing managers | 7: Hispanic | 1,684 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 42.70 | 19.66 | 0.00 | 0.00 | 29.77 | 15.30 | 56.92 | 19.72 | ||||||||||||||||||||||||||||||
| 9 | Purchasing managers | 8: NonHispanic | 120,898 | 10.82 | 1.38 | 4.60 | 0.97 | 7.91 | 1.22 | 29.85 | 2.26 | 5.76 | 1.08 | 2.52 | 0.63 | 41.81 | 2.51 | ||||||||||||||||||||||||||||||
| 13 | Managers/marketing/advertising/PR | 1: Total | 637,557 | 7.81 | 0.55 | 4.87 | 0.43 | 5.27 | 0.46 | 22.15 | 0.90 | 4.85 | 0.50 | 2.51 | 0.33 | 37.60 | 1.13 | ||||||||||||||||||||||||||||||
| 13 | Managers/marketing/advertising/PR | 2: Male | 435,903 | 6.19 | 0.55 | 3.62 | 0.43 | 4.09 | 0.46 | 17.38 | 1.06 | 4.77 | 0.62 | 2.66 | 0.40 | 34.45 | 1.32 | ||||||||||||||||||||||||||||||
| 13 | Managers/marketing/advertising/PR | 3: Female | 201,654 | 11.30 | 1.12 | 7.57 | 0.97 | 7.82 | 0.95 | 32.45 | 1.75 | 5.00 | 0.86 | 2.18 | 0.53 | 44.43 | 1.99 | ||||||||||||||||||||||||||||||
| 13 | Managers/marketing/advertising/PR | 4: White | 598,994 | 7.96 | 0.55 | 4.92 | 0.45 | 5.32 | 0.48 | 22.29 | 0.92 | 4.96 | 0.53 | 2.51 | 0.35 | 38.20 | 1.16 | ||||||||||||||||||||||||||||||
| 13 | Managers/marketing/advertising/PR | 5: Black | 24,634 | 7.36 | 2.15 | 5.20 | 1.90 | 6.98 | 2.14 | 20.32 | 4.54 | 1.48 | 1.07 | 1.01 | 1.01 | 30.84 | 5.23 | ||||||||||||||||||||||||||||||
| 13 | Managers/marketing/advertising/PR | 6: Other | 13,929 | 2.23 | 2.21 | 2.23 | 2.21 | 0.00 | 0.00 | 19.29 | 5.43 | 6.09 | 4.17 | 4.94 | 2.51 | 23.85 | 5.95 | ||||||||||||||||||||||||||||||
| 13 | Managers/marketing/advertising/PR | 7: Hispanic | 24,947 | 4.48 | 1.91 | 3.64 | 1.75 | 4.48 | 1.91 | 11.04 | 3.27 | 3.73 | 2.14 | 1.86 | 1.35 | 41.84 | 5.82 | ||||||||||||||||||||||||||||||
| 13 | Managers/marketing/advertising/PR | 8: NonHispanic | 612,611 | 7.95 | 0.56 | 4.92 | 0.44 | 5.30 | 0.47 | 22.60 | 0.91 | 4.89 | 0.50 | 2.53 | 0.34 | 37.43 | 1.15 | ||||||||||||||||||||||||||||||
| 14 | Administrators, education and related fields | 1: Total | 532,733 | 9.17 | 0.72 | 4.96 | 0.51 | 5.59 | 0.49 | 28.22 | 1.07 | 5.52 | 0.50 | 3.02 | 0.41 | 42.96 | 1.28 | ||||||||||||||||||||||||||||||
| 14 | Administrators, education and related fields | 2: Male | 250,290 | 7.59 | 0.88 | 3.45 | 0.56 | 4.20 | 0.60 | 21.63 | 1.37 | 5.90 | 0.76 | 1.76 | 0.44 | 42.74 | 1.60 | ||||||||||||||||||||||||||||||
| 14 | Administrators, education and related fields | 3: Female | 282,442 | 10.56 | 1.08 | 6.29 | 0.81 | 6.82 | 0.77 | 34.08 | 1.53 | 5.18 | 0.60 | 4.14 | 0.64 | 43.16 | 1.67 | ||||||||||||||||||||||||||||||
| 14 | Administrators, education and related fields | 4: White | 463,963 | 9.40 | 0.76 | 5.15 | 0.51 | 5.83 | 0.53 | 28.88 | 1.12 | 5.29 | 0.53 | 2.83 | 0.44 | 43.51 | 1.37 | ||||||||||||||||||||||||||||||
| 14 | Administrators, education and related fields | 5: Black | 58,624 | 8.53 | 1.95 | 3.91 | 1.56 | 4.29 | 1.22 | 23.47 | 2.92 | 7.15 | 1.75 | 4.34 | 1.29 | 40.84 | 3.54 | ||||||||||||||||||||||||||||||
| 14 | Administrators, education and related fields | 6: Other | 10,146 | 2.04 | 2.06 | 2.04 | 2.06 | 2.04 | 2.06 | 25.01 | 7.09 | 6.35 | 3.63 | 4.35 | 4.23 | 30.24 | 7.44 | ||||||||||||||||||||||||||||||
| 14 | Administrators, education and related fields | 7: Hispanic | 20,122 | 12.89 | 4.04 | 10.84 | 3.88 | 8.94 | 3.52 | 31.15 | 4.96 | 6.74 | 2.35 | 5.59 | 2.19 | 37.36 | 5.81 | ||||||||||||||||||||||||||||||
| 14 | Administrators, education and related fields | 8: NonHispanic | 512,610 | 9.02 | 0.71 | 4.73 | 0.50 | 5.46 | 0.50 | 28.10 | 1.12 | 5.47 | 0.50 | 2.92 | 0.39 | 43.18 | 1.29 | ||||||||||||||||||||||||||||||
| 15 | Managers, medicine and health | 1: Total | 257,406 | 8.67 | 1.04 | 4.64 | 0.68 | 6.39 | 0.87 | 27.86 | 1.57 | 5.55 | 0.84 | 4.77 | 0.74 | 43.09 | 1.36 | ||||||||||||||||||||||||||||||
| 15 | Managers, medicine and health | 2: Male | 80,541 | 5.83 | 1.45 | 3.55 | 1.17 | 3.31 | 1.05 | 18.67 | 2.34 | 3.84 | 1.19 | 5.70 | 1.39 | 36.93 | 2.65 | ||||||||||||||||||||||||||||||
| 15 | Managers, medicine and health | 3: Female | 176,865 | 9.97 | 1.28 | 5.13 | 0.82 | 7.79 | 1.13 | 32.05 | 1.96 | 6.33 | 1.07 | 4.35 | 0.87 | 45.90 | 1.77 | ||||||||||||||||||||||||||||||
| 15 | Managers, medicine and health | 4: White | 225,557 | 8.65 | 1.10 | 4.35 | 0.70 | 6.31 | 0.92 | 28.18 | 1.66 | 5.54 | 0.92 | 4.11 | 0.76 | 43.98 | 1.52 | ||||||||||||||||||||||||||||||
| 15 | Managers, medicine and health | 5: Black | 24,524 | 8.94 | 2.79 | 7.05 | 2.48 | 7.35 | 2.57 | 29.36 | 4.44 | 4.79 | 1.69 | 7.91 | 2.49 | 38.01 | 5.04 | ||||||||||||||||||||||||||||||
| 15 | Managers, medicine and health | 6: Other | 7,325 | 8.41 | 5.87 | 5.47 | 5.26 | 5.47 | 5.26 | 12.83 | 6.15 | 8.57 | 6.02 | 14.54 | 7.05 | 32.59 | 8.65 | ||||||||||||||||||||||||||||||
| 15 | Managers, medicine and health | 7: Hispanic | 11,755 | 15.64 | 6.33 | 12.02 | 5.89 | 13.83 | 6.09 | 25.69 | 6.48 | 1.83 | 1.83 | 3.78 | 2.63 | 43.41 | 7.74 | ||||||||||||||||||||||||||||||
| 15 | Managers, medicine and health | 8: NonHispanic | 245,651 | 8.34 | 0.99 | 4.28 | 0.64 | 6.03 | 0.83 | 27.96 | 1.62 | 5.73 | 0.86 | 4.82 | 0.74 | 43.07 | 1.33 | ||||||||||||||||||||||||||||||
| 18 | Managers, properties and real estate | 1: Total | 424,823 | 8.57 | 0.73 | 4.80 | 0.56 | 5.03 | 0.56 | 24.87 | 1.14 | 6.92 | 0.67 | 7.65 | 0.70 | 42.07 | 1.26 | ||||||||||||||||||||||||||||||
| 18 | Managers, properties and real estate | 2: Male | 228,170 | 7.72 | 0.90 | 3.53 | 0.65 | 4.10 | 0.71 | 19.10 | 1.29 | 7.78 | 0.92 | 7.35 | 0.95 | 41.21 | 1.67 | ||||||||||||||||||||||||||||||
| 18 | Managers, properties and real estate | 3: Female | 196,652 | 9.57 | 1.00 | 6.28 | 0.83 | 6.10 | 0.81 | 31.57 | 1.81 | 5.93 | 0.84 | 7.99 | 1.00 | 43.06 | 1.95 | ||||||||||||||||||||||||||||||
| 18 | Managers, properties and real estate | 4: White | 384,861 | 8.76 | 0.79 | 4.73 | 0.59 | 4.92 | 0.60 | 25.08 | 1.20 | 6.92 | 0.66 | 7.70 | 0.75 | 42.58 | 1.34 | ||||||||||||||||||||||||||||||
| 18 | Managers, properties and real estate | 5: Black | 29,675 | 4.90 | 1.80 | 4.05 | 1.67 | 3.95 | 1.70 | 19.91 | 3.53 | 5.26 | 1.97 | 4.07 | 1.83 | 31.83 | 4.57 | ||||||||||||||||||||||||||||||
| 18 | Managers, properties and real estate | 6: Other | 10,286 | 12.02 | 6.66 | 9.68 | 5.73 | 12.02 | 6.66 | 31.41 | 7.27 | 11.82 | 6.04 | 15.82 | 6.45 | 52.57 | 8.57 | ||||||||||||||||||||||||||||||
| 18 | Managers, properties and real estate | 7: Hispanic | 24,180 | 6.49 | 2.22 | 1.92 | 1.31 | 6.49 | 2.22 | 20.19 | 4.33 | 2.62 | 1.48 | 9.24 | 3.74 | 37.48 | 4.27 | ||||||||||||||||||||||||||||||
| 18 | Managers, properties and real estate | 8: NonHispanic | 400,643 | 8.70 | 0.80 | 4.98 | 0.59 | 4.94 | 0.61 | 25.15 | 1.25 | 7.18 | 0.71 | 7.55 | 0.75 | 42.34 | 1.33 | ||||||||||||||||||||||||||||||
| 22 | Managers and administrators | 1: Total | 8,609,388 | 7.23 | 0.17 | 4.06 | 0.12 | 4.56 | 0.13 | 21.17 | 0.27 | 4.70 | 0.14 | 4.15 | 0.12 | 38.18 | 0.34 | ||||||||||||||||||||||||||||||
| 22 | Managers and administrators | 2: Male | 5,760,962 | 5.97 | 0.18 | 3.08 | 0.14 | 3.59 | 0.14 | 16.77 | 0.33 | 4.46 | 0.15 | 3.94 | 0.13 | 36.55 | 0.39 | ||||||||||||||||||||||||||||||
| 22 | Managers and administrators | 3: Female | 2,848,426 | 9.78 | 0.27 | 6.05 | 0.21 | 6.53 | 0.23 | 30.08 | 0.49 | 5.19 | 0.24 | 4.59 | 0.21 | 41.48 | 0.52 | ||||||||||||||||||||||||||||||
| 22 | Managers and administrators | 4: White | 7,891,127 | 7.24 | 0.18 | 4.03 | 0.13 | 4.51 | 0.14 | 21.55 | 0.28 | 4.78 | 0.15 | 3.99 | 0.12 | 38.99 | 0.35 | ||||||||||||||||||||||||||||||
| 22 | Managers and administrators | 5: Black | 437,418 | 7.42 | 0.74 | 4.53 | 0.55 | 5.63 | 0.58 | 19.09 | 0.94 | 4.32 | 0.40 | 6.59 | 0.75 | 32.74 | 1.33 | ||||||||||||||||||||||||||||||
| 22 | Managers and administrators | 6: Other | 280,842 | 6.49 | 0.71 | 4.20 | 0.60 | 4.24 | 0.58 | 13.77 | 1.18 | 2.94 | 0.62 | 5.11 | 0.58 | 23.94 | 1.36 | ||||||||||||||||||||||||||||||
| 22 | Managers and administrators | 7: Hispanic | 424,777 | 7.31 | 0.72 | 3.92 | 0.55 | 4.80 | 0.56 | 17.33 | 0.92 | 4.13 | 0.50 | 5.82 | 0.65 | 29.71 | 1.22 | ||||||||||||||||||||||||||||||
| 22 | Managers and administrators | 8: NonHispanic | 8,184,610 | 7.22 | 0.17 | 4.07 | 0.13 | 4.55 | 0.13 | 21.37 | 0.28 | 4.73 | 0.15 | 4.07 | 0.12 | 38.62 | 0.35 | ||||||||||||||||||||||||||||||
| 23 | Accountants and auditors | 1: Total | 1,449,425 | 8.46 | 0.38 | 4.89 | 0.34 | 5.79 | 0.32 | 24.73 | 0.65 | 4.75 | 0.33 | 3.49 | 0.25 | 36.47 | 0.77 | ||||||||||||||||||||||||||||||
| 23 | Accountants and auditors | 2: Male | 700,754 | 5.67 | 0.41 | 3.06 | 0.34 | 3.76 | 0.36 | 17.25 | 0.73 | 3.97 | 0.42 | 2.74 | 0.31 | 33.65 | 0.99 | ||||||||||||||||||||||||||||||
| 23 | Accountants and auditors | 3: Female | 748,671 | 11.07 | 0.60 | 6.61 | 0.50 | 7.69 | 0.48 | 31.71 | 0.93 | 5.47 | 0.49 | 4.20 | 0.38 | 39.10 | 1.01 | ||||||||||||||||||||||||||||||
| 23 | Accountants and auditors | 4: White | 1,258,209 | 8.38 | 0.41 | 4.83 | 0.35 | 5.60 | 0.36 | 25.14 | 0.71 | 4.85 | 0.36 | 3.19 | 0.25 | 37.26 | 0.81 | ||||||||||||||||||||||||||||||
| 23 | Accountants and auditors | 5: Black | 106,603 | 9.79 | 1.55 | 5.57 | 1.28 | 7.64 | 1.33 | 22.19 | 2.08 | 4.46 | 1.11 | 5.12 | 1.32 | 31.11 | 2.74 | ||||||||||||||||||||||||||||||
| 23 | Accountants and auditors | 6: Other | 84,613 | 7.89 | 1.66 | 5.00 | 1.43 | 6.22 | 1.37 | 21.84 | 1.97 | 3.63 | 1.18 | 6.01 | 1.37 | 31.48 | 2.61 | ||||||||||||||||||||||||||||||
| 23 | Accountants and auditors | 7: Hispanic | 69,340 | 8.53 | 1.68 | 6.61 | 1.47 | 7.51 | 1.66 | 25.84 | 2.85 | 5.81 | 1.28 | 3.69 | 0.88 | 33.02 | 3.16 | ||||||||||||||||||||||||||||||
| 23 | Accountants and auditors | 8: NonHispanic | 1,380,086 | 8.45 | 0.40 | 4.80 | 0.36 | 5.70 | 0.34 | 24.67 | 0.65 | 4.69 | 0.34 | 3.48 | 0.26 | 36.64 | 0.78 | ||||||||||||||||||||||||||||||
| 25 | Other financial officers | 1: Total | 727,887 | 8.15 | 0.60 | 4.31 | 0.43 | 5.19 | 0.43 | 25.22 | 0.82 | 4.16 | 0.38 | 2.77 | 0.33 | 37.89 | 1.01 | ||||||||||||||||||||||||||||||
| 25 | Other financial officers | 2: Male | 375,925 | 6.47 | 0.80 | 3.29 | 0.58 | 3.59 | 0.52 | 19.63 | 1.11 | 4.20 | 0.57 | 2.48 | 0.41 | 36.13 | 1.37 | ||||||||||||||||||||||||||||||
| 25 | Other financial officers | 3: Female | 351,962 | 9.93 | 0.95 | 5.40 | 0.65 | 6.90 | 0.74 | 31.19 | 1.22 | 4.12 | 0.53 | 3.08 | 0.43 | 39.77 | 1.47 | ||||||||||||||||||||||||||||||
| 25 | Other financial officers | 4: White | 655,800 | 8.57 | 0.64 | 4.59 | 0.46 | 5.39 | 0.46 | 25.38 | 0.86 | 4.13 | 0.40 | 2.61 | 0.30 | 39.26 | 1.09 | ||||||||||||||||||||||||||||||
| 25 | Other financial officers | 5: Black | 44,236 | 4.79 | 1.77 | 2.38 | 1.33 | 3.90 | 1.65 | 25.38 | 3.71 | 6.27 | 1.54 | 4.51 | 1.68 | 26.46 | 3.78 | ||||||||||||||||||||||||||||||
| 25 | Other financial officers | 6: Other | 27,850 | 3.58 | 1.42 | 0.79 | 0.79 | 2.53 | 1.33 | 21.22 | 3.66 | 1.54 | 1.06 | 3.75 | 2.84 | 23.69 | 3.87 | ||||||||||||||||||||||||||||||
| 25 | Other financial officers | 7: Hispanic | 41,048 | 7.49 | 2.21 | 4.50 | 1.53 | 5.64 | 1.94 | 21.66 | 3.02 | 2.36 | 1.23 | 2.93 | 1.26 | 27.47 | 3.84 | ||||||||||||||||||||||||||||||
| 25 | Other financial officers | 8: NonHispanic | 686,838 | 8.19 | 0.62 | 4.30 | 0.45 | 5.17 | 0.43 | 25.44 | 0.83 | 4.27 | 0.39 | 2.76 | 0.34 | 38.51 | 1.02 | ||||||||||||||||||||||||||||||
| 26 | Management analysts | 1: Total | 207,706 | 10.07 | 1.04 | 4.54 | 0.84 | 5.55 | 0.90 | 26.80 | 1.54 | 4.60 | 0.72 | 3.32 | 0.59 | 43.85 | 1.77 | ||||||||||||||||||||||||||||||
| 26 | Management analysts | 2: Male | 137,577 | 8.45 | 1.08 | 2.96 | 0.80 | 4.29 | 0.86 | 23.27 | 1.80 | 5.04 | 0.92 | 2.90 | 0.68 | 43.59 | 2.18 | ||||||||||||||||||||||||||||||
| 26 | Management analysts | 3: Female | 70,129 | 13.27 | 2.41 | 7.64 | 1.86 | 8.03 | 2.03 | 33.69 | 2.46 | 3.74 | 1.06 | 4.14 | 1.23 | 44.37 | 3.04 | ||||||||||||||||||||||||||||||
| 26 | Management analysts | 4: White | 190,942 | 9.89 | 1.00 | 4.10 | 0.73 | 5.35 | 0.85 | 26.99 | 1.73 | 4.68 | 0.75 | 3.36 | 0.61 | 44.17 | 1.86 | ||||||||||||||||||||||||||||||
| 26 | Management analysts | 5: Black | 9,673 | 10.58 | 4.93 | 9.04 | 4.95 | 9.04 | 4.95 | 37.91 | 8.34 | 6.41 | 3.62 | 4.19 | 4.10 | 52.23 | 7.38 | ||||||||||||||||||||||||||||||
| 26 | Management analysts | 6: Other | 7,090 | 14.22 | 7.25 | 10.16 | 6.15 | 6.13 | 5.92 | 6.48 | 4.54 | 0.00 | 0.00 | 1.00 | 1.03 | 23.76 | 8.53 | ||||||||||||||||||||||||||||||
| 26 | Management analysts | 7: Hispanic | 6,690 | 8.27 | 5.86 | 0.00 | 0.00 | 4.67 | 4.64 | 24.50 | 7.90 | 3.74 | 3.70 | 3.44 | 3.41 | 51.58 | 11.59 | ||||||||||||||||||||||||||||||
| 26 | Management analysts | 8: NonHispanic | 201,016 | 10.13 | 1.10 | 4.69 | 0.87 | 5.58 | 0.94 | 26.88 | 1.60 | 4.63 | 0.72 | 3.31 | 0.58 | 43.59 | 1.83 | ||||||||||||||||||||||||||||||
| 27 | Personnel/training/labor relations specialists | 1: Total | 429,136 | 8.33 | 0.71 | 4.20 | 0.52 | 6.56 | 0.64 | 28.32 | 1.11 | 5.31 | 0.58 | 3.80 | 0.44 | 42.12 | 1.30 | ||||||||||||||||||||||||||||||
| 27 | Personnel/training/labor relations specialists | 2: Male | 184,738 | 6.45 | 0.96 | 3.25 | 0.76 | 4.77 | 0.84 | 21.40 | 1.65 | 5.00 | 0.83 | 3.97 | 0.77 | 41.75 | 1.80 | ||||||||||||||||||||||||||||||
| 27 | Personnel/training/labor relations specialists | 3: Female | 244,398 | 9.75 | 0.99 | 4.92 | 0.68 | 7.91 | 0.89 | 33.53 | 1.51 | 5.55 | 0.78 | 3.67 | 0.60 | 42.41 | 1.74 | ||||||||||||||||||||||||||||||
| 27 | Personnel/training/labor relations specialists | 4: White | 368,799 | 8.42 | 0.77 | 4.32 | 0.58 | 6.76 | 0.71 | 28.65 | 1.21 | 5.50 | 0.63 | 3.40 | 0.46 | 42.78 | 1.39 | ||||||||||||||||||||||||||||||
| 27 | Personnel/training/labor relations specialists | 5: Black | 50,123 | 7.25 | 1.72 | 3.48 | 1.01 | 5.22 | 1.57 | 27.14 | 2.96 | 5.00 | 1.62 | 5.89 | 1.49 | 38.21 | 4.04 | ||||||||||||||||||||||||||||||
| 27 | Personnel/training/labor relations specialists | 6: Other | 10,214 | 10.27 | 4.43 | 3.61 | 2.62 | 5.84 | 3.46 | 22.07 | 7.06 | 0.00 | 0.00 | 7.90 | 3.88 | 37.49 | 8.42 | ||||||||||||||||||||||||||||||
| 27 | Personnel/training/labor relations specialists | 7: Hispanic | 23,144 | 12.04 | 3.37 | 6.08 | 2.71 | 9.85 | 3.07 | 27.36 | 4.56 | 7.67 | 3.27 | 6.16 | 3.27 | 45.70 | 5.17 | ||||||||||||||||||||||||||||||
| 27 | Personnel/training/labor relations specialists | 8: NonHispanic | 405,992 | 8.12 | 0.73 | 4.10 | 0.52 | 6.37 | 0.65 | 28.37 | 1.09 | 5.18 | 0.58 | 3.66 | 0.43 | 41.92 | 1.31 | ||||||||||||||||||||||||||||||
| 29 | Buyers, wholesale/retail trade except farm products | 1: Total | 191,990 | 9.40 | 1.37 | 6.09 | 1.14 | 7.15 | 1.20 | 26.08 | 1.75 | 4.99 | 0.96 | 4.77 | 0.94 | 41.81 | 2.10 | ||||||||||||||||||||||||||||||
| 29 | Buyers, wholesale/retail trade except farm products | 2: Male | 84,773 | 6.84 | 1.83 | 5.24 | 1.55 | 5.46 | 1.56 | 17.79 | 2.69 | 4.70 | 1.50 | 4.94 | 1.35 | 38.74 | 2.90 | ||||||||||||||||||||||||||||||
| 29 | Buyers, wholesale/retail trade except farm products | 3: Female | 107,217 | 11.43 | 1.85 | 6.76 | 1.57 | 8.48 | 1.63 | 32.67 | 2.28 | 5.22 | 1.11 | 4.63 | 1.32 | 44.25 | 2.82 | ||||||||||||||||||||||||||||||
| 29 | Buyers, wholesale/retail trade except farm products | 4: White | 182,261 | 9.84 | 1.42 | 6.35 | 1.19 | 7.53 | 1.25 | 26.41 | 1.88 | 5.12 | 1.00 | 4.87 | 0.97 | 42.98 | 2.09 | ||||||||||||||||||||||||||||||
| 29 | Buyers, wholesale/retail trade except farm products | 5: Black | 5,199 | 2.16 | 2.16 | 2.16 | 2.16 | 0.00 | 0.00 | 22.65 | 9.28 | 0.00 | 0.00 | 4.88 | 3.55 | 25.18 | 9.33 | ||||||||||||||||||||||||||||||
| 29 | Buyers, wholesale/retail trade except farm products | 6: Other | 4,530 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 16.72 | 10.33 | 5.24 | 5.41 | 0.00 | 0.00 | 14.04 | 6.64 | ||||||||||||||||||||||||||||||
| 29 | Buyers, wholesale/retail trade except farm products | 7: Hispanic | 11,166 | 5.69 | 3.31 | 3.69 | 2.59 | 3.69 | 2.59 | 22.75 | 6.55 | 1.94 | 1.89 | 2.19 | 2.16 | 36.05 | 7.96 | ||||||||||||||||||||||||||||||
| 29 | Buyers, wholesale/retail trade except farm products | 8: NonHispanic | 180,824 | 9.63 | 1.43 | 6.24 | 1.20 | 7.36 | 1.26 | 26.29 | 1.89 | 5.18 | 1.01 | 4.93 | 0.93 | 42.17 | 2.16 | ||||||||||||||||||||||||||||||
| 33 | Purchasing agents and buyers | 1: Total | 260,021 | 8.12 | 0.97 | 5.40 | 0.79 | 6.24 | 0.84 | 26.06 | 1.38 | 4.26 | 0.68 | 3.00 | 0.48 | 39.89 | 1.69 | ||||||||||||||||||||||||||||||
| 33 | Purchasing agents and buyers | 2: Male | 135,805 | 8.91 | 1.47 | 6.03 | 1.16 | 7.59 | 1.27 | 21.93 | 1.97 | 5.46 | 1.17 | 2.82 | 0.73 | 41.36 | 2.20 | ||||||||||||||||||||||||||||||
| 33 | Purchasing agents and buyers | 3: Female | 124,216 | 7.24 | 1.20 | 4.71 | 0.93 | 4.76 | 0.94 | 30.58 | 2.29 | 2.94 | 0.69 | 3.20 | 0.82 | 38.27 | 2.42 | ||||||||||||||||||||||||||||||
| 33 | Purchasing agents and buyers | 4: White | 240,255 | 8.50 | 1.05 | 5.66 | 0.86 | 6.57 | 0.92 | 26.81 | 1.45 | 4.40 | 0.73 | 3.03 | 0.52 | 40.47 | 1.71 | ||||||||||||||||||||||||||||||
| 33 | Purchasing agents and buyers | 5: Black | 16,511 | 4.14 | 2.28 | 2.62 | 1.68 | 2.62 | 1.68 | 18.97 | 5.28 | 2.98 | 1.86 | 3.10 | 2.19 | 31.69 | 6.62 | ||||||||||||||||||||||||||||||
| 33 | Purchasing agents and buyers | 6: Other | 3,255 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.83 | 7.12 | 0.00 | 0.00 | 0.00 | 0.00 | 38.84 | 15.12 | ||||||||||||||||||||||||||||||
| 33 | Purchasing agents and buyers | 7: Hispanic | 11,359 | 2.85 | 2.09 | 2.85 | 2.09 | 2.85 | 2.09 | 11.77 | 4.96 | 0.00 | 0.00 | 0.00 | 0.00 | 30.03 | 6.74 | ||||||||||||||||||||||||||||||
| 33 | Purchasing agents and buyers | 8: NonHispanic | 248,662 | 8.36 | 1.01 | 5.51 | 0.83 | 6.39 | 0.88 | 26.72 | 1.41 | 4.45 | 0.71 | 3.14 | 0.50 | 40.34 | 1.71 | ||||||||||||||||||||||||||||||
| 36 | Inspectors/compliance officers, except construction | 1: Total | 183,364 | 10.01 | 1.06 | 5.50 | 0.80 | 7.51 | 0.93 | 26.96 | 1.73 | 6.41 | 0.93 | 4.82 | 0.80 | 42.08 | 1.96 | ||||||||||||||||||||||||||||||
| 36 | Inspectors/compliance officers, except construction | 2: Male | 126,705 | 9.67 | 1.28 | 5.14 | 1.05 | 7.27 | 1.13 | 21.99 | 2.02 | 5.92 | 1.08 | 4.40 | 0.91 | 41.50 | 2.31 | ||||||||||||||||||||||||||||||
| 36 | Inspectors/compliance officers, except construction | 3: Female | 56,659 | 10.77 | 1.84 | 6.32 | 1.49 | 8.05 | 1.69 | 38.04 | 3.84 | 7.50 | 1.86 | 5.75 | 1.76 | 43.38 | 3.55 | ||||||||||||||||||||||||||||||
| 36 | Inspectors/compliance officers, except construction | 4: White | 155,299 | 10.00 | 1.17 | 5.50 | 0.90 | 7.74 | 1.06 | 26.28 | 1.99 | 6.20 | 0.86 | 5.02 | 0.92 | 43.34 | 2.12 | ||||||||||||||||||||||||||||||
| 36 | Inspectors/compliance officers, except construction | 5: Black | 22,404 | 11.46 | 3.34 | 5.75 | 2.19 | 6.66 | 2.23 | 33.96 | 5.22 | 9.52 | 3.28 | 4.60 | 1.92 | 35.99 | 5.51 | ||||||||||||||||||||||||||||||
| 36 | Inspectors/compliance officers, except construction | 6: Other | 5,661 | 4.64 | 4.77 | 4.64 | 4.77 | 4.64 | 4.77 | 18.15 | 6.46 | 0.00 | 0.00 | 0.00 | 0.00 | 31.81 | 7.33 | ||||||||||||||||||||||||||||||
| 36 | Inspectors/compliance officers, except construction | 7: Hispanic | 12,274 | 9.30 | 3.75 | 7.40 | 2.92 | 9.30 | 3.75 | 20.84 | 4.28 | 9.54 | 4.33 | 7.53 | 3.45 | 38.15 | 8.84 | ||||||||||||||||||||||||||||||
| 36 | Inspectors/compliance officers, except construction | 8: NonHispanic | 171,090 | 10.06 | 1.12 | 5.37 | 0.83 | 7.38 | 0.99 | 27.40 | 1.84 | 6.19 | 1.00 | 4.62 | 0.83 | 42.37 | 1.94 | ||||||||||||||||||||||||||||||
| 37 | Management related occs | 1: Total | 371,203 | 10.03 | 0.89 | 5.68 | 0.62 | 7.71 | 0.77 | 31.89 | 1.49 | 4.74 | 0.61 | 2.95 | 0.46 | 44.71 | 1.37 | ||||||||||||||||||||||||||||||
| 37 | Management related occs | 2: Male | 57,908 | 9.42 | 2.06 | 2.53 | 1.02 | 6.82 | 1.79 | 20.53 | 2.96 | 5.75 | 1.68 | 2.93 | 1.23 | 41.11 | 3.46 | ||||||||||||||||||||||||||||||
| 37 | Management related occs | 3: Female | 313,295 | 10.14 | 1.06 | 6.27 | 0.74 | 7.87 | 0.84 | 34.00 | 1.66 | 4.56 | 0.65 | 2.96 | 0.50 | 45.37 | 1.50 | ||||||||||||||||||||||||||||||
| 37 | Management related occs | 4: White | 319,117 | 10.26 | 1.00 | 5.69 | 0.69 | 7.98 | 0.86 | 32.29 | 1.61 | 4.42 | 0.65 | 2.50 | 0.45 | 46.16 | 1.50 | ||||||||||||||||||||||||||||||
| 37 | Management related occs | 5: Black | 36,745 | 9.63 | 2.44 | 6.18 | 2.22 | 8.04 | 2.27 | 33.36 | 4.37 | 8.17 | 2.18 | 7.57 | 2.22 | 36.97 | 3.91 | ||||||||||||||||||||||||||||||
| 37 | Management related occs | 6: Other | 15,341 | 6.08 | 2.84 | 4.32 | 2.40 | 1.39 | 1.39 | 20.16 | 4.48 | 3.29 | 2.45 | 1.42 | 1.42 | 33.18 | 5.29 | ||||||||||||||||||||||||||||||
| 37 | Management related occs | 7: Hispanic | 21,261 | 14.79 | 4.65 | 8.62 | 3.81 | 12.63 | 4.41 | 23.25 | 4.97 | 5.77 | 2.85 | 3.25 | 1.87 | 46.88 | 5.67 | ||||||||||||||||||||||||||||||
| 37 | Management related occs | 8: NonHispanic | 349,942 | 9.74 | 0.90 | 5.51 | 0.59 | 7.41 | 0.79 | 32.41 | 1.46 | 4.68 | 0.60 | 2.94 | 0.48 | 44.58 | 1.35 | ||||||||||||||||||||||||||||||
| 43 | Architects | 1: Total | 176,710 | 9.29 | 1.09 | 5.73 | 0.87 | 5.65 | 0.78 | 18.60 | 1.53 | 3.00 | 0.64 | 3.13 | 0.65 | 38.50 | 2.04 | ||||||||||||||||||||||||||||||
| 43 | Architects | 2: Male | 153,567 | 8.15 | 1.18 | 5.39 | 0.88 | 5.01 | 0.84 | 15.75 | 1.66 | 2.69 | 0.66 | 3.15 | 0.69 | 37.59 | 2.09 | ||||||||||||||||||||||||||||||
| 43 | Architects | 3: Female | 23,143 | 16.83 | 4.25 | 7.99 | 3.28 | 9.91 | 3.05 | 37.45 | 5.23 | 5.05 | 2.23 | 2.97 | 2.13 | 44.57 | 5.13 | ||||||||||||||||||||||||||||||
| 43 | Architects | 4: White | 162,108 | 8.71 | 1.18 | 5.24 | 0.89 | 4.75 | 0.82 | 18.86 | 1.60 | 3.19 | 0.70 | 2.75 | 0.66 | 39.45 | 2.16 | ||||||||||||||||||||||||||||||
| 43 | Architects | 5: Black | 6,366 | 7.38 | 5.41 | 5.13 | 4.98 | 7.38 | 5.41 | 14.01 | 6.72 | 2.26 | 2.26 | 6.42 | 4.53 | 21.63 | 10.58 | ||||||||||||||||||||||||||||||
| 43 | Architects | 6: Other | 8,236 | 22.11 | 8.94 | 15.97 | 8.40 | 22.11 | 8.94 | 16.93 | 6.69 | 0.00 | 0.00 | 8.01 | 4.02 | 32.82 | 10.79 | ||||||||||||||||||||||||||||||
| 43 | Architects | 7: Hispanic | 12,774 | 5.10 | 2.47 | 3.51 | 2.32 | 3.50 | 2.12 | 25.19 | 5.45 | 0.00 | 0.00 | 5.53 | 2.75 | 33.29 | 6.61 | ||||||||||||||||||||||||||||||
| 43 | Architects | 8: NonHispanic | 163,936 | 9.62 | 1.16 | 5.91 | 0.94 | 5.82 | 0.83 | 18.09 | 1.57 | 3.24 | 0.69 | 2.94 | 0.66 | 38.91 | 2.14 | ||||||||||||||||||||||||||||||
| 44 | Aerospace | 1: Total | 115,384 | 10.11 | 1.65 | 3.43 | 0.81 | 5.72 | 1.17 | 22.16 | 2.30 | 3.95 | 1.00 | 3.86 | 1.03 | 41.30 | 2.38 | ||||||||||||||||||||||||||||||
| 44 | Aerospace | 2: Male | 108,773 | 9.83 | 1.67 | 3.17 | 0.79 | 5.18 | 1.12 | 20.79 | 2.20 | 3.85 | 0.98 | 4.09 | 1.09 | 41.47 | 2.53 | ||||||||||||||||||||||||||||||
| 44 | Aerospace | 3: Female | 6,612 | 14.61 | 7.89 | 7.58 | 5.35 | 14.61 | 7.89 | 44.59 | 10.78 | 5.64 | 5.50 | 0.00 | 0.00 | 38.48 | 9.14 | ||||||||||||||||||||||||||||||
| 44 | Aerospace | 4: White | 104,395 | 9.69 | 1.51 | 3.51 | 0.84 | 5.55 | 1.12 | 20.93 | 2.18 | 4.11 | 1.09 | 3.48 | 0.93 | 40.31 | 2.40 | ||||||||||||||||||||||||||||||
| 44 | Aerospace | 5: Black | 2,570 | 23.77 | 15.29 | 11.39 | 10.94 | 11.39 | 10.94 | 49.61 | 16.12 | 0.00 | 0.00 | 3.59 | 4.04 | 82.08 | 11.10 | ||||||||||||||||||||||||||||||
| 44 | Aerospace | 6: Other | 8,418 | 11.09 | 8.18 | 0.00 | 0.00 | 6.13 | 5.93 | 28.94 | 15.99 | 3.17 | 2.63 | 8.57 | 4.74 | 41.08 | 9.17 | ||||||||||||||||||||||||||||||
| 44 | Aerospace | 7: Hispanic | 3,735 | 18.22 | 11.26 | 0.00 | 0.00 | 7.02 | 7.30 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 48.68 | 15.06 | ||||||||||||||||||||||||||||||
| 44 | Aerospace | 8: NonHispanic | 111,649 | 9.83 | 1.57 | 3.54 | 0.84 | 5.68 | 1.14 | 22.90 | 2.35 | 4.09 | 1.03 | 3.99 | 1.06 | 41.05 | 2.36 | ||||||||||||||||||||||||||||||
| 53 | Civil | 1: Total | 264,614 | 6.61 | 0.88 | 3.20 | 0.57 | 4.25 | 0.67 | 19.42 | 1.31 | 4.62 | 0.82 | 2.81 | 0.56 | 33.52 | 1.51 | ||||||||||||||||||||||||||||||
| 53 | Civil | 2: Male | 248,854 | 6.04 | 0.82 | 2.78 | 0.51 | 4.01 | 0.64 | 18.52 | 1.31 | 4.45 | 0.80 | 2.90 | 0.60 | 33.20 | 1.53 | ||||||||||||||||||||||||||||||
| 53 | Civil | 3: Female | 15,759 | 15.57 | 5.50 | 9.97 | 3.68 | 8.01 | 3.19 | 33.59 | 5.90 | 7.33 | 3.24 | 1.26 | 1.23 | 38.51 | 6.39 | ||||||||||||||||||||||||||||||
| 53 | Civil | 4: White | 233,004 | 6.48 | 0.90 | 3.09 | 0.56 | 4.32 | 0.71 | 20.06 | 1.45 | 4.71 | 0.89 | 2.63 | 0.59 | 35.11 | 1.60 | ||||||||||||||||||||||||||||||
| 53 | Civil | 5: Black | 11,165 | 4.74 | 3.22 | 3.22 | 2.84 | 4.74 | 3.22 | 3.87 | 2.73 | 0.51 | 0.51 | 0.00 | 0.00 | 16.25 | 4.76 | ||||||||||||||||||||||||||||||
| 53 | Civil | 6: Other | 20,444 | 9.05 | 4.05 | 4.52 | 2.26 | 3.18 | 1.79 | 20.55 | 4.03 | 5.82 | 2.97 | 6.31 | 3.07 | 24.76 | 5.30 | ||||||||||||||||||||||||||||||
| 53 | Civil | 7: Hispanic | 13,090 | 1.97 | 1.96 | 0.00 | 0.00 | 1.97 | 1.96 | 9.03 | 3.58 | 7.43 | 3.76 | 3.26 | 2.11 | 15.42 | 4.38 | ||||||||||||||||||||||||||||||
| 53 | Civil | 8: NonHispanic | 251,524 | 6.85 | 0.91 | 3.37 | 0.60 | 4.37 | 0.70 | 19.96 | 1.35 | 4.47 | 0.81 | 2.78 | 0.58 | 34.46 | 1.55 | ||||||||||||||||||||||||||||||
| 55 | Electrical and electronic | 1: Total | 592,715 | 6.87 | 0.58 | 3.13 | 0.39 | 4.10 | 0.42 | 18.75 | 0.87 | 3.46 | 0.34 | 2.40 | 0.33 | 36.10 | 1.23 | ||||||||||||||||||||||||||||||
| 55 | Electrical and electronic | 2: Male | 543,197 | 6.31 | 0.58 | 2.79 | 0.39 | 3.81 | 0.45 | 17.28 | 0.80 | 3.41 | 0.34 | 2.46 | 0.35 | 35.31 | 1.23 | ||||||||||||||||||||||||||||||
| 55 | Electrical and electronic | 3: Female | 49,518 | 12.97 | 2.28 | 6.77 | 1.80 | 7.30 | 1.90 | 34.92 | 3.51 | 4.08 | 1.38 | 1.74 | 0.79 | 44.79 | 3.95 | ||||||||||||||||||||||||||||||
| 55 | Electrical and electronic | 4: White | 518,640 | 7.23 | 0.64 | 3.29 | 0.43 | 4.27 | 0.45 | 18.98 | 0.95 | 3.33 | 0.35 | 1.89 | 0.32 | 37.58 | 1.33 | ||||||||||||||||||||||||||||||
| 55 | Electrical and electronic | 5: Black | 28,944 | 5.45 | 2.54 | 4.10 | 2.59 | 3.82 | 2.42 | 18.73 | 4.32 | 4.54 | 1.99 | 6.95 | 2.38 | 23.85 | 4.33 | ||||||||||||||||||||||||||||||
| 55 | Electrical and electronic | 6: Other | 45,131 | 3.57 | 1.56 | 0.58 | 0.58 | 2.35 | 1.35 | 16.12 | 3.09 | 4.35 | 1.51 | 5.31 | 1.82 | 26.94 | 3.79 | ||||||||||||||||||||||||||||||
| 55 | Electrical and electronic | 7: Hispanic | 20,764 | 7.65 | 2.99 | 2.07 | 1.39 | 5.25 | 2.62 | 27.41 | 5.30 | 10.21 | 3.86 | 4.41 | 2.04 | 39.99 | 5.67 | ||||||||||||||||||||||||||||||
| 55 | Electrical and electronic | 8: NonHispanic | 571,951 | 6.84 | 0.60 | 3.16 | 0.40 | 4.06 | 0.43 | 18.43 | 0.89 | 3.22 | 0.34 | 2.32 | 0.34 | 35.96 | 1.25 | ||||||||||||||||||||||||||||||
| 56 | Industrial | 1: Total | 234,775 | 7.17 | 0.89 | 3.59 | 0.63 | 4.14 | 0.70 | 20.49 | 1.37 | 4.37 | 0.68 | 2.31 | 0.50 | 38.77 | 1.76 | ||||||||||||||||||||||||||||||
| 56 | Industrial | 2: Male | 200,847 | 6.32 | 0.91 | 3.40 | 0.60 | 3.88 | 0.66 | 18.22 | 1.40 | 4.26 | 0.74 | 1.81 | 0.54 | 36.48 | 1.86 | ||||||||||||||||||||||||||||||
| 56 | Industrial | 3: Female | 33,928 | 12.20 | 2.61 | 4.71 | 1.87 | 5.71 | 2.11 | 33.89 | 4.16 | 5.05 | 2.13 | 5.26 | 1.91 | 52.34 | 4.26 | ||||||||||||||||||||||||||||||
| 56 | Industrial | 4: White | 210,888 | 7.16 | 0.95 | 3.58 | 0.68 | 4.13 | 0.72 | 20.43 | 1.48 | 4.51 | 0.73 | 2.18 | 0.48 | 39.60 | 1.88 | ||||||||||||||||||||||||||||||
| 56 | Industrial | 5: Black | 11,813 | 10.84 | 5.29 | 3.71 | 2.36 | 6.38 | 4.72 | 26.91 | 5.93 | 4.54 | 2.37 | 3.31 | 1.96 | 39.03 | 7.64 | ||||||||||||||||||||||||||||||
| 56 | Industrial | 6: Other | 12,074 | 3.74 | 2.59 | 3.74 | 2.59 | 2.07 | 2.06 | 15.33 | 6.24 | 1.78 | 1.80 | 3.54 | 2.49 | 24.01 | 6.92 | ||||||||||||||||||||||||||||||
| 56 | Industrial | 7: Hispanic | 7,319 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 23.14 | 9.20 | 0.00 | 0.00 | 0.00 | 0.00 | 37.95 | 8.53 | ||||||||||||||||||||||||||||||
| 56 | Industrial | 8: NonHispanic | 227,456 | 7.40 | 0.93 | 3.71 | 0.65 | 4.27 | 0.72 | 20.41 | 1.43 | 4.51 | 0.71 | 2.38 | 0.52 | 38.79 | 1.74 | ||||||||||||||||||||||||||||||
| 57 | Mechanical | 1: Total | 330,773 | 5.97 | 0.75 | 3.22 | 0.50 | 4.07 | 0.61 | 17.37 | 1.00 | 3.93 | 0.54 | 2.62 | 0.48 | 34.19 | 1.53 | ||||||||||||||||||||||||||||||
| 57 | Mechanical | 2: Male | 315,885 | 6.03 | 0.78 | 3.22 | 0.52 | 4.11 | 0.63 | 16.57 | 1.03 | 3.96 | 0.55 | 2.66 | 0.50 | 34.53 | 1.65 | ||||||||||||||||||||||||||||||
| 57 | Mechanical | 3: Female | 14,888 | 4.75 | 2.74 | 3.35 | 2.37 | 3.35 | 2.37 | 34.15 | 6.38 | 3.37 | 2.37 | 1.83 | 1.79 | 27.05 | 6.76 | ||||||||||||||||||||||||||||||
| 57 | Mechanical | 4: White | 293,040 | 6.08 | 0.75 | 2.98 | 0.51 | 3.94 | 0.60 | 18.02 | 1.08 | 4.19 | 0.57 | 2.34 | 0.48 | 35.97 | 1.65 | ||||||||||||||||||||||||||||||
| 57 | Mechanical | 5: Black | 15,201 | 7.05 | 3.41 | 7.05 | 3.41 | 7.05 | 3.41 | 16.61 | 5.09 | 0.00 | 0.00 | 9.00 | 4.44 | 23.13 | 7.03 | ||||||||||||||||||||||||||||||
| 57 | Mechanical | 6: Other | 22,532 | 3.82 | 1.91 | 3.82 | 1.91 | 3.82 | 1.91 | 9.43 | 3.17 | 3.14 | 1.86 | 1.99 | 1.43 | 18.55 | 4.78 | ||||||||||||||||||||||||||||||
| 57 | Mechanical | 7: Hispanic | 9,655 | 8.13 | 4.64 | 8.13 | 4.64 | 5.98 | 4.22 | 15.34 | 7.12 | 2.27 | 2.24 | 3.56 | 3.51 | 27.35 | 7.21 | ||||||||||||||||||||||||||||||
| 57 | Mechanical | 8: NonHispanic | 321,118 | 5.90 | 0.74 | 3.08 | 0.48 | 4.02 | 0.61 | 17.43 | 1.03 | 3.98 | 0.54 | 2.59 | 0.49 | 34.40 | 1.58 | ||||||||||||||||||||||||||||||
| 59 | Engineers | 1: Total | 285,379 | 6.42 | 0.78 | 3.92 | 0.59 | 4.23 | 0.62 | 19.22 | 1.17 | 2.79 | 0.53 | 2.29 | 0.47 | 36.67 | 1.54 | ||||||||||||||||||||||||||||||
| 59 | Engineers | 2: Male | 262,140 | 6.46 | 0.81 | 3.83 | 0.60 | 4.18 | 0.63 | 17.45 | 1.09 | 2.96 | 0.58 | 2.42 | 0.52 | 36.35 | 1.65 | ||||||||||||||||||||||||||||||
| 59 | Engineers | 3: Female | 23,239 | 5.91 | 2.68 | 4.90 | 2.49 | 4.82 | 2.46 | 39.04 | 5.59 | 0.91 | 0.90 | 0.84 | 0.81 | 40.31 | 4.60 | ||||||||||||||||||||||||||||||
| 59 | Engineers | 4: White | 254,567 | 6.32 | 0.81 | 3.73 | 0.60 | 4.05 | 0.64 | 19.31 | 1.20 | 2.82 | 0.58 | 2.00 | 0.47 | 38.16 | 1.56 | ||||||||||||||||||||||||||||||
| 59 | Engineers | 5: Black | 9,368 | 9.82 | 6.61 | 9.82 | 6.61 | 7.62 | 6.65 | 35.27 | 8.24 | 1.77 | 1.78 | 10.55 | 5.55 | 31.34 | 8.21 | ||||||||||||||||||||||||||||||
| 59 | Engineers | 6: Other | 21,444 | 6.08 | 2.75 | 3.62 | 1.79 | 4.89 | 2.02 | 11.19 | 3.61 | 2.92 | 1.67 | 2.16 | 1.55 | 21.34 | 3.84 | ||||||||||||||||||||||||||||||
| 59 | Engineers | 7: Hispanic | 10,556 | 7.08 | 3.79 | 7.08 | 3.79 | 4.49 | 3.15 | 25.90 | 5.56 | 2.04 | 2.03 | 2.78 | 2.77 | 33.53 | 8.42 | ||||||||||||||||||||||||||||||
| 59 | Engineers | 8: NonHispanic | 274,823 | 6.39 | 0.79 | 3.80 | 0.60 | 4.22 | 0.63 | 18.96 | 1.22 | 2.82 | 0.54 | 2.27 | 0.46 | 36.79 | 1.57 | ||||||||||||||||||||||||||||||
| 64 | Computer systems analysts and scientists | 1: Total | 564,743 | 10.59 | 0.70 | 5.84 | 0.50 | 6.76 | 0.59 | 24.51 | 0.90 | 3.05 | 0.36 | 2.86 | 0.39 | 40.78 | 1.10 | ||||||||||||||||||||||||||||||
| 64 | Computer systems analysts and scientists | 2: Male | 393,336 | 8.87 | 0.79 | 4.29 | 0.56 | 5.48 | 0.67 | 20.07 | 1.06 | 3.00 | 0.40 | 2.43 | 0.41 | 38.75 | 1.18 | ||||||||||||||||||||||||||||||
| 64 | Computer systems analysts and scientists | 3: Female | 171,407 | 14.53 | 1.57 | 9.40 | 1.24 | 9.70 | 1.24 | 34.70 | 2.04 | 3.14 | 0.80 | 3.84 | 0.84 | 45.46 | 2.14 | ||||||||||||||||||||||||||||||
| 64 | Computer systems analysts and scientists | 4: White | 484,823 | 10.14 | 0.79 | 5.16 | 0.59 | 6.53 | 0.66 | 24.50 | 1.06 | 3.23 | 0.41 | 2.86 | 0.44 | 42.06 | 1.19 | ||||||||||||||||||||||||||||||
| 64 | Computer systems analysts and scientists | 5: Black | 39,421 | 15.18 | 3.14 | 11.28 | 2.77 | 9.07 | 2.31 | 27.90 | 3.59 | 2.05 | 1.34 | 2.50 | 1.29 | 37.17 | 3.88 | ||||||||||||||||||||||||||||||
| 64 | Computer systems analysts and scientists | 6: Other | 40,500 | 11.53 | 2.42 | 8.69 | 2.57 | 7.28 | 2.22 | 21.26 | 2.73 | 1.80 | 1.35 | 3.14 | 1.18 | 29.01 | 3.74 | ||||||||||||||||||||||||||||||
| 64 | Computer systems analysts and scientists | 7: Hispanic | 17,252 | 13.65 | 4.50 | 11.16 | 4.75 | 12.18 | 4.28 | 15.41 | 4.39 | 3.01 | 2.10 | 3.81 | 2.62 | 38.88 | 5.25 | ||||||||||||||||||||||||||||||
| 64 | Computer systems analysts and scientists | 8: NonHispanic | 547,491 | 10.49 | 0.69 | 5.68 | 0.51 | 6.59 | 0.57 | 24.79 | 0.95 | 3.05 | 0.36 | 2.83 | 0.40 | 40.85 | 1.11 | ||||||||||||||||||||||||||||||
| 65 | Operations/systems researchers and analysts | 1: Total | 279,844 | 9.41 | 0.91 | 5.07 | 0.70 | 6.41 | 0.73 | 26.36 | 1.55 | 2.04 | 0.44 | 2.87 | 0.46 | 38.80 | 1.68 | ||||||||||||||||||||||||||||||
| 65 | Operations/systems researchers and analysts | 2: Male | 163,791 | 7.86 | 1.02 | 4.06 | 0.77 | 5.10 | 0.85 | 19.82 | 1.90 | 2.56 | 0.62 | 2.19 | 0.57 | 37.92 | 1.90 | ||||||||||||||||||||||||||||||
| 65 | Operations/systems researchers and analysts | 3: Female | 116,053 | 11.60 | 1.69 | 6.49 | 1.15 | 8.26 | 1.33 | 35.56 | 2.20 | 1.31 | 0.50 | 3.84 | 0.79 | 40.05 | 2.53 | ||||||||||||||||||||||||||||||
| 65 | Operations/systems researchers and analysts | 4: White | 241,287 | 9.53 | 1.05 | 4.84 | 0.78 | 6.37 | 0.83 | 26.31 | 1.81 | 1.56 | 0.38 | 2.79 | 0.53 | 39.84 | 1.83 | ||||||||||||||||||||||||||||||
| 65 | Operations/systems researchers and analysts | 5: Black | 25,216 | 10.59 | 2.86 | 7.30 | 2.39 | 9.45 | 2.93 | 25.92 | 4.43 | 4.06 | 2.03 | 5.17 | 2.01 | 35.47 | 5.68 | ||||||||||||||||||||||||||||||
| 65 | Operations/systems researchers and analysts | 6: Other | 13,341 | 5.00 | 2.59 | 5.00 | 2.59 | 1.51 | 1.48 | 28.04 | 6.52 | 6.92 | 3.98 | 0.00 | 0.00 | 26.40 | 6.14 | ||||||||||||||||||||||||||||||
| 65 | Operations/systems researchers and analysts | 7: Hispanic | 11,394 | 13.33 | 5.47 | 6.14 | 3.35 | 11.08 | 4.14 | 34.29 | 7.27 | 0.00 | 0.00 | 8.71 | 4.63 | 42.21 | 6.48 | ||||||||||||||||||||||||||||||
| 65 | Operations/systems researchers and analysts | 8: NonHispanic | 268,451 | 9.24 | 0.91 | 5.02 | 0.68 | 6.21 | 0.72 | 26.02 | 1.55 | 2.13 | 0.46 | 2.62 | 0.46 | 38.66 | 1.66 | ||||||||||||||||||||||||||||||
| 73 | Chemists, except biochemists | 1: Total | 124,271 | 7.34 | 1.17 | 3.97 | 0.90 | 5.29 | 1.00 | 19.35 | 2.11 | 4.48 | 1.19 | 3.46 | 0.96 | 41.38 | 2.26 | ||||||||||||||||||||||||||||||
| 73 | Chemists, except biochemists | 2: Male | 95,013 | 7.15 | 1.39 | 4.25 | 1.13 | 5.24 | 1.22 | 16.76 | 2.08 | 4.21 | 1.12 | 3.70 | 1.08 | 42.70 | 2.58 | ||||||||||||||||||||||||||||||
| 73 | Chemists, except biochemists | 3: Female | 29,258 | 7.96 | 2.41 | 3.08 | 1.54 | 5.44 | 2.09 | 27.69 | 4.66 | 5.38 | 2.57 | 2.71 | 1.54 | 37.09 | 4.46 | ||||||||||||||||||||||||||||||
| 73 | Chemists, except biochemists | 4: White | 102,713 | 8.19 | 1.36 | 4.60 | 1.09 | 5.71 | 1.20 | 21.32 | 2.36 | 4.38 | 1.28 | 3.42 | 1.06 | 44.58 | 2.41 | ||||||||||||||||||||||||||||||
| 73 | Chemists, except biochemists | 5: Black | 7,721 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 14.66 | 6.40 | 5.08 | 3.72 | 7.60 | 4.63 | 27.14 | 7.94 | ||||||||||||||||||||||||||||||
| 73 | Chemists, except biochemists | 6: Other | 13,837 | 5.13 | 2.60 | 1.51 | 1.52 | 5.13 | 2.60 | 7.40 | 3.91 | 4.95 | 3.01 | 1.44 | 1.49 | 25.52 | 6.43 | ||||||||||||||||||||||||||||||
| 73 | Chemists, except biochemists | 7: Hispanic | 4,617 | 12.08 | 6.80 | 1.70 | 1.64 | 12.08 | 6.80 | 37.08 | 13.17 | 0.00 | 0.00 | 6.84 | 5.19 | 61.30 | 13.02 | ||||||||||||||||||||||||||||||
| 73 | Chemists, except biochemists | 8: NonHispanic | 119,654 | 7.16 | 1.20 | 4.06 | 0.93 | 5.03 | 1.03 | 18.66 | 2.08 | 4.66 | 1.24 | 3.33 | 0.97 | 40.61 | 2.31 | ||||||||||||||||||||||||||||||
| 84 | Physicians | 1: Total | 564,555 | 5.58 | 0.58 | 2.40 | 0.37 | 2.88 | 0.40 | 13.56 | 0.95 | 4.32 | 0.46 | 2.33 | 0.33 | 32.38 | 1.19 | ||||||||||||||||||||||||||||||
| 84 | Physicians | 2: Male | 444,900 | 4.50 | 0.54 | 1.82 | 0.36 | 2.25 | 0.36 | 10.67 | 0.92 | 4.33 | 0.49 | 2.09 | 0.37 | 30.66 | 1.26 | ||||||||||||||||||||||||||||||
| 84 | Physicians | 3: Female | 119,655 | 9.56 | 1.40 | 4.54 | 1.12 | 5.22 | 1.14 | 24.27 | 2.29 | 4.27 | 0.98 | 3.23 | 0.86 | 38.77 | 2.65 | ||||||||||||||||||||||||||||||
| 84 | Physicians | 4: White | 478,408 | 6.00 | 0.67 | 2.55 | 0.41 | 3.09 | 0.47 | 14.36 | 1.00 | 4.42 | 0.53 | 2.23 | 0.36 | 33.86 | 1.33 | ||||||||||||||||||||||||||||||
| 84 | Physicians | 5: Black | 24,627 | 3.90 | 1.87 | 0.91 | 0.93 | 1.55 | 1.16 | 9.04 | 4.12 | 0.85 | 0.78 | 1.09 | 0.82 | 24.08 | 4.00 | ||||||||||||||||||||||||||||||
| 84 | Physicians | 6: Other | 61,520 | 2.95 | 1.16 | 1.81 | 0.78 | 1.76 | 0.76 | 9.19 | 1.99 | 4.90 | 1.20 | 3.62 | 1.35 | 24.14 | 3.55 | ||||||||||||||||||||||||||||||
| 84 | Physicians | 7: Hispanic | 34,042 | 9.87 | 2.68 | 4.71 | 1.90 | 8.37 | 2.65 | 10.87 | 3.17 | 4.33 | 1.56 | 1.54 | 1.12 | 25.59 | 3.77 | ||||||||||||||||||||||||||||||
| 84 | Physicians | 8: NonHispanic | 530,513 | 5.30 | 0.59 | 2.25 | 0.37 | 2.52 | 0.38 | 13.74 | 1.04 | 4.32 | 0.46 | 2.38 | 0.33 | 32.81 | 1.26 | ||||||||||||||||||||||||||||||
| 85 | Dentists | 1: Total | 139,120 | 3.11 | 0.70 | 1.43 | 0.49 | 1.73 | 0.49 | 13.63 | 1.34 | 3.48 | 0.68 | 1.23 | 0.43 | 29.11 | 1.95 | ||||||||||||||||||||||||||||||
| 85 | Dentists | 2: Male | 121,213 | 2.93 | 0.73 | 1.00 | 0.43 | 1.54 | 0.49 | 13.07 | 1.47 | 3.60 | 0.73 | 1.24 | 0.47 | 29.02 | 2.14 | ||||||||||||||||||||||||||||||
| 85 | Dentists | 3: Female | 17,908 | 4.29 | 2.56 | 4.29 | 2.56 | 3.08 | 2.25 | 17.38 | 3.99 | 2.67 | 1.93 | 1.14 | 1.11 | 29.74 | 5.96 | ||||||||||||||||||||||||||||||
| 85 | Dentists | 4: White | 126,000 | 2.99 | 0.77 | 1.35 | 0.49 | 1.47 | 0.51 | 13.96 | 1.45 | 3.66 | 0.76 | 1.20 | 0.46 | 30.10 | 2.14 | ||||||||||||||||||||||||||||||
| 85 | Dentists | 5: Black | 4,094 | 13.56 | 7.39 | 6.95 | 6.84 | 13.56 | 7.39 | 20.21 | 8.84 | 0.00 | 0.00 | 0.00 | 0.00 | 38.00 | 10.82 | ||||||||||||||||||||||||||||||
| 85 | Dentists | 6: Other | 9,026 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 6.07 | 4.24 | 2.64 | 2.76 | 2.26 | 2.29 | 11.28 | 5.34 | ||||||||||||||||||||||||||||||
| 85 | Dentists | 7: Hispanic | 3,889 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 22.05 | 8.86 | 7.10 | 6.29 | 0.00 | 0.00 | 27.89 | 12.42 | ||||||||||||||||||||||||||||||
| 85 | Dentists | 8: NonHispanic | 135,231 | 3.20 | 0.72 | 1.47 | 0.50 | 1.78 | 0.51 | 13.39 | 1.36 | 3.38 | 0.69 | 1.27 | 0.45 | 29.14 | 2.01 | ||||||||||||||||||||||||||||||
| 95 | Registered nurses | 1: Total | 1,799,165 | 10.75 | 0.36 | 6.05 | 0.29 | 7.72 | 0.32 | 29.69 | 0.59 | 6.36 | 0.28 | 3.60 | 0.22 | 43.10 | 0.67 | ||||||||||||||||||||||||||||||
| 95 | Registered nurses | 2: Male | 92,522 | 12.09 | 1.73 | 6.02 | 1.19 | 8.41 | 1.45 | 16.85 | 2.01 | 6.68 | 1.27 | 3.27 | 0.99 | 39.18 | 2.98 | ||||||||||||||||||||||||||||||
| 95 | Registered nurses | 3: Female | 1,706,643 | 10.67 | 0.37 | 6.05 | 0.30 | 7.69 | 0.33 | 30.38 | 0.61 | 6.34 | 0.30 | 3.62 | 0.23 | 43.31 | 0.71 | ||||||||||||||||||||||||||||||
| 95 | Registered nurses | 4: White | 1,537,400 | 10.68 | 0.40 | 5.88 | 0.34 | 7.55 | 0.36 | 30.57 | 0.62 | 6.48 | 0.31 | 3.18 | 0.24 | 44.37 | 0.68 | ||||||||||||||||||||||||||||||
| 95 | Registered nurses | 5: Black | 172,626 | 12.36 | 1.24 | 8.09 | 1.14 | 9.63 | 1.12 | 27.28 | 1.64 | 6.53 | 0.95 | 6.76 | 1.06 | 37.82 | 1.87 | ||||||||||||||||||||||||||||||