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Skillspace
type soc soctitle cluster clusname subcluster subclusname pc1 pc2 pc3 pc4 pc5
Occupation 27-1023 Floral Designers 1 General Physical Labor 1 Miscellaneous Physical Labor -0.977314966 -1.602753447 -0.355436544 4.49271018 3.33978982
Occupation 27-4021 Photographers 1 General Physical Labor 1 Miscellaneous Physical Labor -3.979786898 -1.386525187 0.444275919 1.726674369 3.787844995
Occupation 37-3019 Grounds Maintenance Workers, All Other 1 General Physical Labor 1 Miscellaneous Physical Labor -5.203349784 7.023395755 1.312211147 0.712339785 -0.054100659
Occupation 39-3021 Motion Picture Projectionists 1 General Physical Labor 1 Miscellaneous Physical Labor -11.15243522 5.427323669 -0.424939744 -1.102895205 0.275070937
Occupation 45-2091 Agricultural Equipment Operators 1 General Physical Labor 1 Miscellaneous Physical Labor -14.10311134 7.806341102 0.520360121 1.386007257 2.103993146
Occupation 45-2093 Farmworkers, Farm, Ranch, and Aquacultural Animals 1 General Physical Labor 1 Miscellaneous Physical Labor -5.11408921 7.533362638 1.22842471 1.879123462 -2.828957615
Occupation 45-2099 Agricultural Workers, All Other 1 General Physical Labor 1 Miscellaneous Physical Labor -8.928090689 3.027812894 0.651123067 1.156453975 0.211697582
Occupation 45-4022 Logging Equipment Operators 1 General Physical Labor 1 Miscellaneous Physical Labor -10.96961578 8.529564961 -0.496389533 -0.151264097 -2.321425676
Occupation 47-5051 Rock Splitters, Quarry 1 General Physical Labor 1 Miscellaneous Physical Labor -10.46767771 5.268592006 3.122517715 0.378086475 3.42263663
Occupation 47-5081 Helpers--Extraction Workers 1 General Physical Labor 1 Miscellaneous Physical Labor -2.541516998 12.22704049 0.509002842 -0.246556229 -1.644644811
Occupation 49-3021 Automotive Body and Related Repairers 1 General Physical Labor 1 Miscellaneous Physical Labor -7.855381696 7.157570709 -1.852700805 -1.345721013 1.029919101
Occupation 49-9045 Refractory Materials Repairers, Except Brickmasons 1 General Physical Labor 1 Miscellaneous Physical Labor -9.668130184 8.275663364 -0.849233127 -1.409013216 -1.054639301
Occupation 49-9064 Watch Repairers 1 General Physical Labor 1 Miscellaneous Physical Labor -9.797731077 5.900669472 -4.430818928 -1.20868737 2.856227886
Occupation 51-2031 Engine and Other Machine Assemblers 1 General Physical Labor 1 Miscellaneous Physical Labor -9.221040721 7.827632131 -1.205935174 -1.415216486 -0.62614458
Occupation 51-2041 Structural Metal Fabricators and Fitters 1 General Physical Labor 1 Miscellaneous Physical Labor -14.41951585 3.305449358 -1.759388721 -0.771826408 0.659054966
Occupation 51-2092 Team Assemblers 1 General Physical Labor 1 Miscellaneous Physical Labor -6.370608205 5.370307793 -0.654680865 -3.762856719 -6.314061389
Occupation 51-2093 Timing Device Assemblers and Adjusters 1 General Physical Labor 1 Miscellaneous Physical Labor -10.60005868 7.368406936 -3.240308996 -2.575596512 0.978785694
Occupation 51-2099 Assemblers and Fabricators, All Other 1 General Physical Labor 1 Miscellaneous Physical Labor -8.24606188 6.492250465 -0.993714664 -1.916127372 -1.162543098
Occupation 51-3092 Food Batchmakers 1 General Physical Labor 1 Miscellaneous Physical Labor -6.393987051 6.172837614 0.456087459 -1.131274504 -3.012091332
Occupation 51-3093 Food Cooking Machine Operators and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -6.363556389 5.815641028 0.940104865 0.112371092 -5.145813715
Occupation 51-4022 Forging Machine Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -9.645809072 7.693765613 -1.58504867 -3.118693279 -1.164868916
Occupation 51-4031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -10.377488 7.100687253 -1.038658421 -2.791053031 -0.569234039
Occupation 51-4032 Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -7.924257081 8.886617882 -2.709842895 -1.162943393 1.715923522
Occupation 51-4033 Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -6.706287337 10.6577057 -1.463179309 -4.687277818 -1.354397932
Occupation 51-4034 Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -11.02631034 9.129147533 -3.734926301 -4.127116688 0.141133591
Occupation 51-4035 Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -8.060000347 8.701548819 -3.835550303 -4.400671223 -0.787545011
Occupation 51-4051 Metal-Refining Furnace Operators and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -9.789407216 9.584790484 -1.359027204 -2.450438819 -3.287967067
Occupation 51-4061 Model Makers, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -9.34724929 8.306238598 -4.861767056 -2.840694856 1.449201158
Occupation 51-4071 Foundry Mold and Coremakers 1 General Physical Labor 1 Miscellaneous Physical Labor -15.92745231 2.872107004 -1.146564716 -0.165039775 0.535570326
Occupation 51-4081 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -4.658876378 11.63071848 -3.39774878 -1.644706279 -2.991306017
Occupation 51-4121 Welders, Cutters, Solderers, and Brazers 1 General Physical Labor 1 Miscellaneous Physical Labor -10.06620862 6.848643597 -0.970587662 -2.557625446 -0.62939287
Occupation 51-4122 Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -12.27672706 4.885763498 -1.764903134 -1.319448565 1.00321297
Occupation 51-4193 Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -11.36603241 6.042580435 -0.04020572 -1.973197194 -1.161867779
Occupation 51-4194 Tool Grinders, Filers, and Sharpeners 1 General Physical Labor 1 Miscellaneous Physical Labor -4.13845606 11.35782537 -3.70361827 -1.931079379 -5.006923751
Occupation 51-4199 Metal Workers and Plastic Workers, All Other 1 General Physical Labor 1 Miscellaneous Physical Labor -8.185741112 8.148449366 -1.715425814 -2.078379314 -0.426925004
Occupation 51-5112 Printing Press Operators and Job Printers 1 General Physical Labor 1 Miscellaneous Physical Labor -7.056646767 8.416933783 -2.471347099 -2.256461939 -1.623866281
Occupation 51-5113 Print Binding and Finishing Workers 1 General Physical Labor 1 Miscellaneous Physical Labor -7.70318459 5.393378844 -1.076301021 -0.344331962 -0.858230224
Occupation 51-6011 Laundry and Dry-Cleaning Workers 1 General Physical Labor 1 Miscellaneous Physical Labor -11.38740997 -0.346777754 3.997467808 0.894945252 3.375748761
Occupation 51-6042 Shoe Machine Operators and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -10.39343025 7.201262412 1.082592126 -1.258204006 1.186510185
Occupation 51-6052 Tailors, Dressmakers, and Custom Sewers 1 General Physical Labor 1 Miscellaneous Physical Labor -4.70925123 1.939304294 0.403201016 1.696209784 1.630247255
Occupation 51-6062 Textile Cutting Machine Setters, Operators, and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -4.401313605 10.8463076 -1.756840747 -1.990951377 -2.75263361
Occupation 51-6064 Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -7.581462456 7.210323647 -0.450514716 -1.457636172 -5.745073311
Occupation 51-6091 Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers 1 General Physical Labor 1 Miscellaneous Physical Labor -6.379066487 9.573420705 -0.419080805 -2.601140859 -3.866775804
Occupation 51-6093 Upholsterers 1 General Physical Labor 1 Miscellaneous Physical Labor -5.491738416 5.345983006 -1.810611375 -1.378341916 -1.839259461
Occupation 51-6099 Textile, Apparel, and Furnishings Workers, All Other 1 General Physical Labor 1 Miscellaneous Physical Labor -8.583446467 4.327229946 -0.402409557 -0.781389018 -0.448023496
Occupation 51-7011 Cabinetmakers and Bench Carpenters 1 General Physical Labor 1 Miscellaneous Physical Labor -8.600214588 10.98036552 -2.609507498 -1.066843738 0.470373856
Occupation 51-7032 Patternmakers, Wood 1 General Physical Labor 1 Miscellaneous Physical Labor -9.378825753 8.3031026 -6.013709553 -2.818149924 1.314283065
Occupation 51-7041 Sawing Machine Setters, Operators, and Tenders, Wood 1 General Physical Labor 1 Miscellaneous Physical Labor -9.697924099 8.445293719 -0.759024462 -1.309777575 -0.858777008
Occupation 51-7042 Woodworking Machine Setters, Operators, and Tenders, Except Sawing 1 General Physical Labor 1 Miscellaneous Physical Labor -10.93728593 7.800094722 -2.774800592 -2.763298025 -0.157766214
Occupation 51-7099 Woodworkers, All Other 1 General Physical Labor 1 Miscellaneous Physical Labor -8.835167919 8.127024504 -2.393733117 -1.411489673 -0.502545707
Occupation 51-9022 Grinding and Polishing Workers, Hand 1 General Physical Labor 1 Miscellaneous Physical Labor -5.663730274 9.203280086 0.680484707 -0.893502987 -2.641691013
Occupation 51-9031 Cutters and Trimmers, Hand 1 General Physical Labor 1 Miscellaneous Physical Labor -12.27349746 2.405476074 1.367076166 1.122914535 2.944475192
Occupation 51-9032 Cutting and Slicing Machine Setters, Operators, and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -5.52886973 9.658563894 -1.060416726 -2.804897525 -4.435757711
Occupation 51-9041 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -8.303158881 8.04939458 -1.534411825 -3.420706333 -2.6310941
Occupation 51-9051 Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -11.1397643 5.758133091 -0.544955823 -1.513095672 -0.550260034
Occupation 51-9061 Inspectors, Testers, Sorters, Samplers, and Weighers 1 General Physical Labor 1 Miscellaneous Physical Labor -4.578836131 3.595688609 -1.8186613 -3.973084864 -2.636239778
Occupation 51-9071 Jewelers and Precious Stone and Metal Workers 1 General Physical Labor 1 Miscellaneous Physical Labor -5.225915073 4.527586264 -3.801620543 1.299306689 2.751562067
Occupation 51-9083 Ophthalmic Laboratory Technicians 1 General Physical Labor 1 Miscellaneous Physical Labor -3.785579877 6.465467039 -3.566671694 -2.490015313 -3.527881424
Occupation 51-9121 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -7.410952943 9.804277689 -0.302829831 -2.418550751 -2.779524048
Occupation 51-9151 Photographic Process Workers and Processing Machine Operators 1 General Physical Labor 1 Miscellaneous Physical Labor -5.65407048 3.980991124 -1.841528003 -0.64259948 0.356082901
Occupation 51-9191 Adhesive Bonding Machine Operators and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -7.328504457 7.324047721 -0.896771763 -2.354762885 -4.046069746
Occupation 51-9192 Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -11.13091674 1.627663081 3.275574158 0.521976705 -0.849573692
Occupation 51-9194 Etchers and Engravers 1 General Physical Labor 1 Miscellaneous Physical Labor -5.507587383 5.170594762 -4.242237538 0.227117663 2.419692096
Occupation 51-9195 Molders, Shapers, and Casters, Except Metal and Plastic 1 General Physical Labor 1 Miscellaneous Physical Labor -6.393110062 6.655637315 -1.008448119 0.59185715 1.138230149
Occupation 51-9196 Paper Goods Machine Setters, Operators, and Tenders 1 General Physical Labor 1 Miscellaneous Physical Labor -6.06924703 8.186212823 -0.677375616 -2.159067833 -2.772285583
Occupation 51-9197 Tire Builders 1 General Physical Labor 1 Miscellaneous Physical Labor -11.3719827 6.568754285 0.183734262 -0.887370099 -2.424484656
Occupation 51-9399 Production Workers, All Other 1 General Physical Labor 1 Miscellaneous Physical Labor -7.624852853 6.352303947 -0.438625734 -0.719485104 -1.392036201
Occupation 53-7031 Dredge Operators 1 General Physical Labor 1 Miscellaneous Physical Labor -9.704240026 7.509376496 -0.587160179 -0.08922459 -0.06824848
Occupation 53-7041 Hoist and Winch Operators 1 General Physical Labor 1 Miscellaneous Physical Labor -5.697773442 10.01049059 -0.254535056 -0.481606154 -3.391627139
Occupation 53-7063 Machine Feeders and Offbearers 1 General Physical Labor 1 Miscellaneous Physical Labor -8.079656145 5.33181248 0.720384413 0.414509418 -0.286606829
Occupation 53-7199 Material Moving Workers, All Other 1 General Physical Labor 1 Miscellaneous Physical Labor -7.703373296 9.805553755 0.587738647 -1.079051243 -2.489951652
Occupation 37-3011 Landscaping and Groundskeeping Workers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -10.80444213 5.047100952 0.291881186 0.250818831 -0.55369991
Occupation 45-4029 Logging Workers, All Other 1 General Physical Labor 4 Setting & Installing of Materials & Structures -8.447233858 5.626856535 -0.409075167 0.277410001 -2.233772764
Occupation 47-2041 Carpet Installers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -5.912414299 7.084314395 -0.848294343 3.070055509 0.768228404
Occupation 47-2043 Floor Sanders and Finishers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -10.12930263 4.471709086 -0.725559716 2.352457155 1.942035057
Occupation 47-2044 Tile and Marble Setters 1 General Physical Labor 4 Setting & Installing of Materials & Structures -5.830274871 6.826182233 -2.11916942 1.753759303 0.184119975
Occupation 47-2053 Terrazzo Workers and Finishers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -9.19948823 6.534412453 -0.722422019 1.773656171 1.400476274
Occupation 47-2061 Construction Laborers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -9.542984412 6.861239919 1.108203317 2.49283777 5.818361153
Occupation 47-2082 Tapers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -11.87819656 2.695761897 -0.897240375 1.00969133 0.441517238
Occupation 47-2121 Glaziers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -11.12146824 3.567174537 -2.012602663 1.77205467 1.524057128
Occupation 47-2131 Insulation Workers, Floor, Ceiling, and Wall 1 General Physical Labor 4 Setting & Installing of Materials & Structures -6.631440296 6.180816091 0.778575813 2.882400847 3.780205239
Occupation 47-2141 Painters, Construction and Maintenance 1 General Physical Labor 4 Setting & Installing of Materials & Structures -9.054920299 0.616885461 0.938655651 2.024574467 1.101978574
Occupation 47-2142 Paperhangers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -9.150579252 2.789167375 0.358258128 3.625539116 3.221301384
Occupation 47-2151 Pipelayers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -9.707409975 7.749527714 0.668654971 0.073189196 -0.990553879
Occupation 47-2161 Plasterers and Stucco Masons 1 General Physical Labor 4 Setting & Installing of Materials & Structures -6.131107485 5.098654286 0.89846981 1.441828688 -3.949565686
Occupation 47-2171 Reinforcing Iron and Rebar Workers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -4.325655543 8.199946503 0.219027746 3.003846413 1.279310082
Occupation 47-3012 Helpers--Carpenters 1 General Physical Labor 4 Setting & Installing of Materials & Structures -10.1985062 6.60178882 -1.194301033 0.017611399 1.967995732
Occupation 47-3013 Helpers--Electricians 1 General Physical Labor 4 Setting & Installing of Materials & Structures -9.085616492 9.285522533 -0.561903172 -0.588778002 3.412375644
Occupation 47-3015 Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters 1 General Physical Labor 4 Setting & Installing of Materials & Structures -6.751638056 8.719571676 -1.123360058 1.664272746 1.535931019
Occupation 47-3019 Helpers, Construction Trades, All Other 1 General Physical Labor 4 Setting & Installing of Materials & Structures -7.822934355 7.446376471 0.339846609 1.009602739 1.651377088
Occupation 47-4031 Fence Erectors 1 General Physical Labor 4 Setting & Installing of Materials & Structures -8.957423814 5.668795294 -1.609776312 2.078743498 0.295706442
Occupation 49-3093 Tire Repairers and Changers 1 General Physical Labor 4 Setting & Installing of Materials & Structures -8.814390943 5.376152542 0.742674666 1.252781827 0.120509933
Occupation 49-9093 Fabric Menders, Except Garment 1 General Physical Labor 4 Setting & Installing of Materials & Structures -11.17547019 0.865070337 -1.928366747 1.623003452 4.198803579
Occupation 53-6031 Automotive and Watercraft Service Attendants 1 General Physical Labor 4 Setting & Installing of Materials & Structures -9.544050836 2.285811238 -1.708999856 -0.150320516 1.75813664
Occupation 53-7061 Cleaners of Vehicles and Equipment 1 General Physical Labor 4 Setting & Installing of Materials & Structures -11.55876262 6.348562299 3.372592514 2.99998863 6.273526127
Occupation 53-7062 Laborers and Freight, Stock, and Material Movers, Hand 1 General Physical Labor 4 Setting & Installing of Materials & Structures -4.929736432 5.734633484 1.377638878 2.010073786 -0.581386608
Occupation 43-9051 Mail Clerks and Mail Machine Operators, Except Postal Service 1 General Physical Labor 9 Machine Setting & Tending -10.90150753 -0.294581432 -0.683888983 -3.53616604 -3.554701877
Occupation 45-4021 Fallers 1 General Physical Labor 9 Machine Setting & Tending -15.5477124 6.275686274 1.265966316 -0.590581765 -0.875467263
Occupation 51-2022 Electrical and Electronic Equipment Assemblers 1 General Physical Labor 9 Machine Setting & Tending -8.312318149 4.536279424 -1.208961021 -1.168537117 -4.130409566
Occupation 51-3091 Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders 1 General Physical Labor 9 Machine Setting & Tending -10.45281576 4.648585907 0.340915916 -0.975203883 -5.114942009
Occupation 51-4052 Pourers and Casters, Metal 1 General Physical Labor 9 Machine Setting & Tending -12.92634957 5.892728559 1.023275846 -1.478602983 -4.215546336
Occupation 51-4072 Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic 1 General Physical Labor 9 Machine Setting & Tending -14.94940833 5.681717271 -1.916760763 -3.908293098 -2.619723874
Occupation 51-6063 Textile Knitting and Weaving Machine Setters, Operators, and Tenders 1 General Physical Labor 9 Machine Setting & Tending -14.53395152 4.079747448 0.236928628 -1.488142077 -2.038863441
Occupation 51-7021 Furniture Finishers 1 General Physical Labor 9 Machine Setting & Tending -11.34868312 5.150935536 1.407827416 0.590072133 -4.854747125
Occupation 51-9111 Packaging and Filling Machine Operators and Tenders 1 General Physical Labor 9 Machine Setting & Tending -10.26092219 5.325528201 -0.479505966 -2.081982113 -4.352563856
Occupation 53-3033 Light Truck or Delivery Services Drivers 1 General Physical Labor 9 Machine Setting & Tending -10.76751357 2.235450581 -0.907996498 -0.696421211 -1.916259301
Occupation 53-7051 Industrial Truck and Tractor Operators 1 General Physical Labor 9 Machine Setting & Tending -12.24051225 3.989200704 -0.05475706 -1.251005975 -2.173468417
Occupation 53-7081 Refuse and Recyclable Material Collectors 1 General Physical Labor 9 Machine Setting & Tending -13.34277906 2.291987163 1.519378048 0.751612826 0.647355967
Occupation 35-9021 Dishwashers 1 General Physical Labor 26 Sorting & Finishing -15.73307575 1.173136823 0.385940345 0.859112376 -2.020666969
Occupation 43-5053 Postal Service Mail Sorters, Processors, and Processing Machine Operators 1 General Physical Labor 26 Sorting & Finishing -11.52925295 -1.826593156 -0.209567024 -3.086600964 -1.756979844
Occupation 45-2092 Farmworkers and Laborers, Crop, Nursery, and Greenhouse 1 General Physical Labor 26 Sorting & Finishing -12.29249724 2.32770604 1.094665746 1.432146989 0.098767443
Occupation 47-3014 Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons 1 General Physical Labor 26 Sorting & Finishing -14.27224856 2.120312707 0.624802869 0.399533747 -0.103342662
Occupation 51-2021 Coil Winders, Tapers, and Finishers 1 General Physical Labor 26 Sorting & Finishing -12.14689762 3.016143387 -1.046858403 -1.592554158 -1.616086812
Occupation 51-6031 Sewing Machine Operators 1 General Physical Labor 26 Sorting & Finishing -14.02340227 0.915508766 -0.790073961 -0.584262204 -1.745168275
Occupation 51-9122 Painters, Transportation Equipment 1 General Physical Labor 26 Sorting & Finishing -12.60428714 5.290494926 -0.282563966 -0.146700854 -2.325644368
Occupation 51-9123 Painting, Coating, and Decorating Workers 1 General Physical Labor 26 Sorting & Finishing -13.22326663 1.676172337 -0.552801217 1.327184619 2.435769918
Occupation 51-9198 Helpers--Production Workers 1 General Physical Labor 26 Sorting & Finishing -13.49053947 4.103424838 -0.053844448 -2.687577394 -2.406953224
Occupation 49-2093 Electrical and Electronics Installers and Repairers, Transportation Equipment 1 General Physical Labor 30 Pattern & Model Making; Electrical & Electronics Technicians -4.675750605 9.846930559 -3.619044294 -4.566558166 3.450182522
Occupation 51-4062 Patternmakers, Metal and Plastic 1 General Physical Labor 30 Pattern & Model Making; Electrical & Electronics Technicians -4.72448411 10.03170318 -5.140611829 -2.281938616 1.206754
Occupation 51-4111 Tool and Die Makers 1 General Physical Labor 30 Pattern & Model Making; Electrical & Electronics Technicians -6.738139367 10.02701618 -3.703828217 -2.965244956 3.947470626
Occupation 51-4192 Layout Workers, Metal and Plastic 1 General Physical Labor 30 Pattern & Model Making; Electrical & Electronics Technicians -5.572113761 10.62086362 -2.023554506 -1.479034054 -0.357020982
Occupation 51-6092 Fabric and Apparel Patternmakers 1 General Physical Labor 30 Pattern & Model Making; Electrical & Electronics Technicians 2.436711933 4.988243588 -5.04668835 -3.099122368 -3.356985792
Occupation 51-7031 Model Makers, Wood 1 General Physical Labor 30 Pattern & Model Making; Electrical & Electronics Technicians -3.04807402 8.082354925 -3.613184012 -1.100940911 1.071359183
Occupation 51-9081 Dental Laboratory Technicians 1 General Physical Labor 30 Pattern & Model Making; Electrical & Electronics Technicians -1.298763756 7.735624479 -0.302784051 -0.808380413 0.34185528
Occupation 23-1012 Judicial Law Clerks 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive 4.402368902 -6.182189284 -3.192767664 -6.173426756 0.612209369
Occupation 23-2011 Paralegals and Legal Assistants 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive 1.815841813 -8.032229863 -2.955446592 -8.172549026 0.747232524
Occupation 23-2093 Title Examiners, Abstractors, and Searchers 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive 0.10145429 -7.71231472 -5.661838336 -3.645189293 0.605480476
Occupation 23-2099 Legal Support Workers, All Other 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive -1.961103961 -7.22261541 -4.347987919 -6.867724245 0.617484873
Occupation 29-2071 Medical Records and Health Information Technicians 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive -3.173940253 -5.976407417 -0.678216633 -4.100821829 -0.544082704
Occupation 31-9094 Medical Transcriptionists 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive -6.871667377 -6.116273097 -1.871721627 -10.13194692 -1.794343454
Occupation 43-4031 Court, Municipal, and License Clerks 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive -1.028351651 -8.168981471 -2.813837103 -3.942186768 -0.500718431
Occupation 43-4061 Eligibility Interviewers, Government Programs 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive 3.513404479 -9.234166799 -1.238173265 -4.059902186 -1.184867529
Occupation 43-4161 Human Resources Assistants, Except Payroll and Timekeeping 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive 3.373150257 -7.303348823 -1.87136195 -3.549828972 0.354628296
Occupation 43-6012 Legal Secretaries 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive -0.878467391 -7.468313214 -4.184418644 -7.183452376 -0.008991227
Occupation 27-1026 Merchandise Displayers and Window Trimmers 2 Clerical & Administrative Support 11 Clerical: Communication -6.924698385 -5.310274659 -2.281496874 1.104544168 4.755818584
Occupation 41-9011 Demonstrators and Product Promoters 2 Clerical & Administrative Support 11 Clerical: Communication -6.086312147 -6.060650031 -1.755897537 -1.514775805 0.768336257
Occupation 41-9041 Telemarketers 2 Clerical & Administrative Support 11 Clerical: Communication -10.34757901 -11.03451742 -3.658040948 -0.322212366 4.273920483
Occupation 43-2011 Switchboard Operators, Including Answering Service 2 Clerical & Administrative Support 11 Clerical: Communication -7.723675645 -9.260942863 -0.851672693 -2.946037143 2.332418463
Occupation 43-2021 Telephone Operators 2 Clerical & Administrative Support 11 Clerical: Communication -4.818125652 -8.051106596 -1.129132648 -1.872691629 2.475269733
Occupation 43-2099 Communications Equipment Operators, All Other 2 Clerical & Administrative Support 11 Clerical: Communication -6.270900648 -8.656024729 -0.990402671 -2.409364386 2.403844098
Occupation 43-4171 Receptionists and Information Clerks 2 Clerical & Administrative Support 11 Clerical: Communication -4.205659487 -8.185703838 -1.518666526 -2.148867997 0.319925098
Occupation 43-6013 Medical Secretaries 2 Clerical & Administrative Support 11 Clerical: Communication -3.48313666 -9.297000588 -0.741825466 -3.689337932 -0.496919608
Occupation 39-6012 Concierges 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 3.287485631 -6.26478948 2.686624022 1.559697034 -0.367962696
Occupation 41-2022 Parts Salespersons 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance -3.456127281 -3.671131898 -4.514441706 0.45879155 1.824687502
Occupation 41-9799 Sales and Related Workers, All Other 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 0.992889246 -5.840892018 -3.532869077 1.472008296 1.874601684
Occupation 43-3011 Bill and Account Collectors 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 0.286959315 -9.382280311 -3.825192267 -2.622581774 0.763683934
Occupation 43-3061 Procurement Clerks 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 3.304211274 -5.387136054 -5.991207271 -0.879887213 -1.579417946
Occupation 43-3071 Tellers 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance -2.497939723 -6.165471276 -1.683222829 -0.823915469 0.60883964
Occupation 43-4021 Correspondence Clerks 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 0.498768503 -9.445395382 -3.616455646 -4.196829784 0.446767677
Occupation 43-4041 Credit Authorizers, Checkers, and Clerks 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 2.33064384 -8.662263436 -5.56217932 -0.827607295 0.158933278
Occupation 43-4051 Customer Service Representatives 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 1.082615554 -7.75533786 -3.317314784 -2.339851468 -0.374832299
Occupation 43-4081 Hotel, Motel, and Resort Desk Clerks 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance -0.836093378 -6.057296677 -0.915499123 0.769688621 0.712315825
Occupation 43-4111 Interviewers, Except Eligibility and Loan 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 0.822821275 -6.11581286 -0.427589052 -1.962063751 -0.39475976
Occupation 43-4121 Library Assistants, Clerical 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 0.843176862 -4.037442748 0.555046603 -2.419990451 1.695526051
Occupation 43-4151 Order Clerks 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance -4.155129311 -5.424062561 -6.546311086 0.19496308 1.570284412
Occupation 43-4181 Reservation and Transportation Ticket Agents and Travel Clerks 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 3.127942763 -6.569899071 -0.630627092 -0.136144838 0.49164059
Occupation 43-4199 Information and Record Clerks, All Other 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 1.087870782 -6.446445135 -2.540197175 -1.773929341 0.201928868
Occupation 43-5011 Cargo and Freight Agents 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance -0.570678438 -4.76154425 -4.381423573 -0.672864937 -0.117627738
Occupation 43-6011 Executive Secretaries and Executive Administrative Assistants 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 3.857349403 -6.521474749 -3.559412042 -3.812709319 -1.512994837
Occupation 43-6014 Secretaries and Administrative Assistants, Except Legal, Medical, and Executive 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 2.773733459 -6.74671968 -3.729631506 -2.193674714 -0.387491253
Occupation 13-2041 Credit Analysts 2 Clerical & Administrative Support 27 Clerical: Data 3.670747489 -6.599023707 -6.169308892 -3.880124345 -0.048205598
Occupation 13-2082 Tax Preparers 2 Clerical & Administrative Support 27 Clerical: Data 0.636851649 -6.743919731 -7.082091857 -3.085802583 -1.011189236
Occupation 27-3042 Technical Writers 2 Clerical & Administrative Support 27 Clerical: Data 0.970771336 -3.809361932 -4.873925209 -6.762187566 3.513419446
Occupation 43-3021 Billing and Posting Clerks 2 Clerical & Administrative Support 27 Clerical: Data -5.851080866 -8.194097108 -5.330867289 -6.041625138 0.191849296
Occupation 43-3031 Bookkeeping, Accounting, and Auditing Clerks 2 Clerical & Administrative Support 27 Clerical: Data -0.790239479 -7.140589853 -6.526510284 -4.344437647 -2.135267235
Occupation 43-3051 Payroll and Timekeeping Clerks 2 Clerical & Administrative Support 27 Clerical: Data -2.280856102 -8.60107022 -6.047108169 -4.40397713 -2.134490362
Occupation 43-4011 Brokerage Clerks 2 Clerical & Administrative Support 27 Clerical: Data 2.22142964 -7.147532523 -6.742556466 -4.733757353 -2.889485673
Occupation 43-4131 Loan Interviewers and Clerks 2 Clerical & Administrative Support 27 Clerical: Data 4.514257831 -7.280639273 -5.69961915 -4.374228616 -1.390498823
Occupation 43-5061 Production, Planning, and Expediting Clerks 2 Clerical & Administrative Support 27 Clerical: Data 2.540264158 -1.077453838 -5.846225361 -0.141555926 -2.807144622
Occupation 43-5111 Weighers, Measurers, Checkers, and Samplers, Recordkeeping 2 Clerical & Administrative Support 27 Clerical: Data -4.984605819 -3.88083893 -3.174732125 -3.167816105 -1.628940196
Occupation 43-9021 Data Entry Keyers 2 Clerical & Administrative Support 27 Clerical: Data -2.411347747 -4.709563492 -5.04100599 -4.672511459 -1.730509651
Occupation 43-9041 Insurance Claims and Policy Processing Clerks 2 Clerical & Administrative Support 27 Clerical: Data -2.916142902 -9.005241822 -5.098824762 -3.364095486 1.013129199
Occupation 43-9799 Office and Administrative Support Workers, All Other 2 Clerical & Administrative Support 27 Clerical: Data -1.083251612 -3.27603214 -3.488912766 -3.886400704 0.39920972
Occupation 13-1031 Claims Adjusters, Examiners, and Investigators 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 6.41249397 -3.357882224 -3.217775847 -2.942638071 -0.732741572
Occupation 13-1041 Compliance Officers 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 11.24455937 -0.018412561 -0.483404666 -3.045151126 -0.722161235
Occupation 13-1078 Human resources, labor relations, and training specialists, all other 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 11.01778997 -4.984086286 -1.02791499 1.916701446 0.339739962
Occupation 13-2021 Appraisers and Assessors of Real Estate 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 5.592314719 -0.57653555 -4.527153077 -1.979633738 3.227986752
Occupation 13-2052 Personal Financial Advisors 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 7.023023019 -7.153867396 -6.474206772 -2.329698175 -0.87097891
Occupation 13-2072 Loan Officers 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 6.985025179 -7.543635556 -5.546821911 0.020626199 -0.050960801
Occupation 13-2081 Tax Examiners and Collectors, and Revenue Agents 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 7.004788371 -6.334795256 -4.483258475 -2.991703385 0.463878742
Occupation 33-9021 Private Detectives and Investigators 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 6.061430772 -4.174315834 -3.197532589 -1.718299863 3.217830503
Occupation 41-3011 Advertising Sales Agents 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 5.028437027 -6.957455013 -5.191306779 1.158027986 4.557402859
Occupation 41-3021 Insurance Sales Agents 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 5.779340756 -8.033088155 -4.643608025 0.681664297 1.823836071
Occupation 41-3031 Securities, Commodities, and Financial Services Sales Agents 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 11.27905737 -8.005098779 -6.297862026 0.315837255 -1.539974473
Occupation 41-3041 Travel Agents 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 4.774837098 -7.545481293 -3.511955656 1.521910408 2.046578756
Occupation 41-3099 Sales Representatives, Services, All Other 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 7.628145922 -7.709244404 -5.188518902 0.79865544 1.069573748
Occupation 41-4011 Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 7.237875216 -3.63402515 -7.095508877 1.686407707 1.827458764
Occupation 41-4012 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 2.118822203 -5.11568294 -4.096415789 3.108460169 6.29653339
Occupation 41-9021 Real Estate Brokers 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 6.268766358 -4.479469363 -4.125253867 2.405924738 3.026599783
Occupation 41-9022 Real Estate Sales Agents 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 8.947946888 -4.550465217 -2.447611815 2.682231191 2.160274068
Occupation 43-4141 New Accounts Clerks 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 4.382406071 -6.654651903 -4.182449145 0.204726817 -1.03131492
Occupation 43-5032 Dispatchers, Except Police, Fire, and Ambulance 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 6.279145355 -2.218196941 -2.548109419 1.22160913 -2.605466766
Occupation 23-2091 Court Reporters 2 Clerical & Administrative Support 33 Clerical: Language & Information -7.800607985 -5.923301648 -4.42667883 -8.785434415 0.499741619
Occupation 25-4031 Library Technicians 2 Clerical & Administrative Support 33 Clerical: Language & Information -4.21330211 -5.322526539 -2.249752716 -4.71688666 1.138392214
Occupation 43-4071 File Clerks 2 Clerical & Administrative Support 33 Clerical: Language & Information -5.513533603 -6.522807412 -3.731854804 -3.558097053 -0.455341676
Occupation 43-9022 Word Processors and Typists 2 Clerical & Administrative Support 33 Clerical: Language & Information -5.961046766 -7.990689027 -3.534124888 -5.265871293 1.258152663
Occupation 43-9061 Office Clerks, General 2 Clerical & Administrative Support 33 Clerical: Language & Information -3.587151499 -7.797450399 -2.305163686 -3.859897953 -0.249457719
Occupation Nov-41 Property, Real Estate, and Community Association Managers 2 Clerical & Administrative Support 62 Buying & Selling 4.759755336 -5.795716066 -4.577404773 3.531623457 -1.675100214
Occupation 13-1021 Buyers and Purchasing Agents, Farm Products 2 Clerical & Administrative Support 62 Buying & Selling 2.863185186 -0.298943479 -3.443453976 4.402677058 1.834635645
Occupation 13-1022 Wholesale and Retail Buyers, Except Farm Products 2 Clerical & Administrative Support 62 Buying & Selling 6.410378643 -2.652242842 -5.767622842 4.162160624 0.112796056
Occupation 29-2081 Opticians, Dispensing 2 Clerical & Administrative Support 62 Buying & Selling 5.590177592 0.825744011 -1.115649555 1.681972827 0.450749206
Occupation 35-1012 First-Line Supervisors of Food Preparation and Serving Workers 2 Clerical & Administrative Support 62 Buying & Selling 3.321477117 0.421154631 -0.734443285 7.282154937 -5.042631645
Occupation 41-1011 First-Line Supervisors of Retail Sales Workers 2 Clerical & Administrative Support 62 Buying & Selling 5.980856468 -1.017651954 -1.836408675 6.014126819 -2.194517691
Occupation 47-2022 Stonemasons 3 Construction & Related Machinery 14 Construction: Surfaces & Retrofit -2.769492154 8.427632497 0.512260869 4.202153548 0.442120758
Occupation 47-2042 Floor Layers, Except Carpet, Wood, and Hard Tiles 3 Construction & Related Machinery 14 Construction: Surfaces & Retrofit -5.422634082 4.066773056 -1.488495715 2.199429043 0.411114502
Occupation 47-2051 Cement Masons and Concrete Finishers 3 Construction & Related Machinery 14 Construction: Surfaces & Retrofit -4.408848566 8.230640256 -0.122450387 2.910658431 1.485522729
Occupation 47-2132 Insulation Workers, Mechanical 3 Construction & Related Machinery 14 Construction: Surfaces & Retrofit -3.16927119 6.149928914 1.517221243 3.455293628 0.860769294
Occupation 47-2181 Roofers 3 Construction & Related Machinery 14 Construction: Surfaces & Retrofit -4.847534163 5.516539337 1.152907208 1.563102946 1.779798203
Occupation 51-2091 Fiberglass Laminators and Fabricators 3 Construction & Related Machinery 14 Construction: Surfaces & Retrofit -0.639719826 7.563466834 1.67723458 0.822306156 -2.867523188
Occupation 37-3012 Pesticide Handlers, Sprayers, and Applicators, Vegetation 3 Construction & Related Machinery 22 Machinery Repairs & Construction -2.924948156 7.166854254 0.267538297 -0.93345132 0.765355516
Occupation 37-3013 Tree Trimmers and Pruners 3 Construction & Related Machinery 22 Machinery Repairs & Construction -1.880659061 8.856232059 3.377213958 2.819651844 -0.373957582
Occupation 47-2011 Boilermakers 3 Construction & Related Machinery 22 Machinery Repairs & Construction 0.117222507 14.93184625 -1.817706369 0.594536162 1.249897184
Occupation 47-2021 Brickmasons and Blockmasons 3 Construction & Related Machinery 22 Machinery Repairs & Construction -1.224606296 11.55826592 0.481645424 3.485700134 0.634938255
Occupation 47-2031 Carpenters 3 Construction & Related Machinery 22 Machinery Repairs & Construction -2.172312557 10.54512626 -0.976696207 2.676180216 1.55596248
Occupation 47-2081 Drywall and Ceiling Tile Installers 3 Construction & Related Machinery 22 Machinery Repairs & Construction -1.399931194 10.55947879 -1.045028384 2.974116595 2.247979346
Occupation 47-2152 Plumbers, Pipefitters, and Steamfitters 3 Construction & Related Machinery 22 Machinery Repairs & Construction 0.144176981 12.61232125 -1.536389644 1.384762233 2.28337131
Occupation 47-2211 Sheet Metal Workers 3 Construction & Related Machinery 22 Machinery Repairs & Construction -1.220599222 12.65277807 -3.148238427 1.39852145 2.460920273
Occupation 47-2221 Structural Iron and Steel Workers 3 Construction & Related Machinery 22 Machinery Repairs & Construction 0.174258652 13.83767953 0.488403316 2.158855656 0.604098551
Occupation 47-3016 Helpers--Roofers 3 Construction & Related Machinery 22 Machinery Repairs & Construction -2.488919972 8.252841888 1.25964108 2.137951324 -0.097645103
Occupation 47-4071 Septic Tank Servicers and Sewer Pipe Cleaners 3 Construction & Related Machinery 22 Machinery Repairs & Construction -2.020433217 9.349663021 -1.195498537 3.482501672 1.482361187
Occupation 47-4799 Construction and Related Workers, All Other 3 Construction & Related Machinery 22 Machinery Repairs & Construction -1.409053091 9.534039526 -0.468850919 1.249200687 1.480094268
Occupation 49-2096 Electronic Equipment Installers and Repairers, Motor Vehicles 3 Construction & Related Machinery 22 Machinery Repairs & Construction 0.600352291 13.35260089 -2.101869225 -0.658665063 5.200836501
Occupation 49-3022 Automotive Glass Installers and Repairers 3 Construction & Related Machinery 22 Machinery Repairs & Construction 0.29020608 8.730485788 -1.52666667 3.394174818 0.587391842
Occupation 49-3052 Motorcycle Mechanics 3 Construction & Related Machinery 22 Machinery Repairs & Construction -1.207104506 11.27420054 -1.777637208 1.112871324 1.081198084
Occupation 49-9044 Millwrights 3 Construction & Related Machinery 22 Machinery Repairs & Construction 1.725137076 16.57183778 -1.757970999 -0.137808926 1.978445278
Occupation 49-9051 Electrical Power-Line Installers and Repairers 3 Construction & Related Machinery 22 Machinery Repairs & Construction 2.531687559 12.46508886 2.12230912 2.047148651 2.241139858
Occupation 49-9091 Coin, Vending, and Amusement Machine Servicers and Repairers 3 Construction & Related Machinery 22 Machinery Repairs & Construction -2.398344426 9.387824998 -0.315716789 1.227249897 0.488114348
Occupation 49-9092 Commercial Divers 3 Construction & Related Machinery 22 Machinery Repairs & Construction 5.455471703 16.23100714 -0.477284571 0.292343471 1.794541168
Occupation 49-9094 Locksmiths and Safe Repairers 3 Construction & Related Machinery 22 Machinery Repairs & Construction -0.058874426 9.604021927 -3.193270251 1.14840352 3.593975693
Occupation 49-9095 Manufactured Building and Mobile Home Installers 3 Construction & Related Machinery 22 Machinery Repairs & Construction 10.4191564 16.29948639 2.145091082 5.954295986 1.913426766
Occupation 45-3011 Fishers and Related Fishing Workers 4 Equipment Operation 8 Mining & Transportation -8.880335277 6.860971535 1.599560662 3.2802065 3.455927303
Occupation 47-2071 Paving, Surfacing, and Tamping Equipment Operators 4 Equipment Operation 8 Mining & Transportation -6.860021313 10.59170167 1.060289996 2.083475478 2.655163291
Occupation 47-2072 Pile-Driver Operators 4 Equipment Operation 8 Mining & Transportation -7.20071085 11.04475116 0.868490176 0.83254648 2.712578159
Occupation 47-2073 Operating Engineers and Other Construction Equipment Operators 4 Equipment Operation 8 Mining & Transportation -8.368258046 8.430987349 2.349673344 2.148895293 3.894801434
Occupation 47-3011 Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters 4 Equipment Operation 8 Mining & Transportation -4.140676853 9.698221202 3.034199967 2.427025221 3.192947899
Occupation 47-4051 Highway Maintenance Workers 4 Equipment Operation 8 Mining & Transportation -3.291448629 9.446749315 2.633687918 1.166435713 4.015322698
Occupation 47-4061 Rail-Track Laying and Maintenance Equipment Operators 4 Equipment Operation 8 Mining & Transportation -6.148263987 10.09669764 -0.140484061 0.110852147 0.234012436
Occupation 47-5021 Earth Drillers, Except Oil and Gas 4 Equipment Operation 8 Mining & Transportation -8.307884903 9.879342676 -0.303375106 1.135976176 1.831671614
Occupation 47-5041 Continuous Mining Machine Operators 4 Equipment Operation 8 Mining & Transportation -4.743112744 13.40099072 3.874424487 0.575205237 5.503888169
Occupation 47-5042 Mine Cutting and Channeling Machine Operators 4 Equipment Operation 8 Mining & Transportation -8.240732604 11.05525444 1.258889457 -1.218683641 -2.251766309
Occupation 47-5049 Mining Machine Operators, All Other 4 Equipment Operation 8 Mining & Transportation -6.491922674 12.22812258 2.566656972 -0.321739202 1.62606093
Occupation 47-5099 Extraction Workers, All Other 4 Equipment Operation 8 Mining & Transportation -4.551828886 10.46645347 1.631657154 0.418641706 0.544651471
Occupation 49-3043 Rail Car Repairers 4 Equipment Operation 8 Mining & Transportation -7.733601614 10.987574 -0.266665109 -0.836221576 0.260249712
Occupation 49-9096 Riggers 4 Equipment Operation 8 Mining & Transportation -8.881631931 7.815490978 -1.669859294 2.0389219 5.053669988
Occupation 49-9098 Helpers--Installation, Maintenance, and Repair Workers 4 Equipment Operation 8 Mining & Transportation -7.514228401 8.652835247 -0.660586643 -1.986719566 1.468526176
Occupation 53-5011 Sailors and Marine Oilers 4 Equipment Operation 8 Mining & Transportation -2.705172387 10.54901671 1.129943158 0.762331795 1.821557231
Occupation 53-5022 Motorboat Operators 4 Equipment Operation 8 Mining & Transportation -0.551663845 8.097808133 3.628775001 1.374399234 4.618658039
Occupation 53-6099 Transportation Workers, All Other 4 Equipment Operation 8 Mining & Transportation -0.303941407 5.010572071 0.610395061 0.09007819 3.601727246
Occupation 53-7021 Crane and Tower Operators 4 Equipment Operation 8 Mining & Transportation -10.81312069 8.304498191 0.085883079 -0.694140907 2.065296787
Occupation 53-7032 Excavating and Loading Machine and Dragline Operators 4 Equipment Operation 8 Mining & Transportation -7.383233839 9.446457952 -0.652280027 0.022254787 0.866334097
Occupation 43-5021 Couriers and Messengers 4 Equipment Operation 20 Vehicle Operation -7.668196613 -1.202779287 0.094043419 -1.545909067 -0.571861585
Occupation 43-5071 Shipping, Receiving, and Traffic Clerks 4 Equipment Operation 20 Vehicle Operation -4.702995029 1.553011625 -2.608429526 -0.307337091 -2.004869538
Occupation 53-3021 Bus Drivers, Transit and Intercity 4 Equipment Operation 20 Vehicle Operation -2.556127246 3.780100175 4.991412222 1.71106065 1.700174675
Occupation 53-3022 Bus Drivers, School or Special Client 4 Equipment Operation 20 Vehicle Operation -10.13259623 1.014235943 4.117404545 -0.956956122 0.578429271
Occupation 53-3031 Driver/Sales Workers 4 Equipment Operation 20 Vehicle Operation -5.139220559 -0.254726159 -1.192844977 1.938845517 0.199297393
Occupation 53-3032 Heavy and Tractor-Trailer Truck Drivers 4 Equipment Operation 20 Vehicle Operation -4.205542669 7.780951627 1.096373723 -0.063621605 2.654526383
Occupation 53-3041 Taxi Drivers and Chauffeurs 4 Equipment Operation 20 Vehicle Operation -5.43423618 -0.525909756 1.857704167 1.039059739 0.421017385
Occupation 53-3099 Motor Vehicle Operators, All Other 4 Equipment Operation 20 Vehicle Operation -5.54747697 2.39637017 2.185430029 0.363660091 0.603680914
Occupation 53-4011 Locomotive Engineers 4 Equipment Operation 20 Vehicle Operation -3.983389737 4.947886005 0.919192222 -3.177068458 -1.4054465
Occupation 53-4013 Rail Yard Engineers, Dinkey Operators, and Hostlers 4 Equipment Operation 20 Vehicle Operation -2.376662356 8.622023097 1.527676319 0.259434002 0.091985844
Occupation 53-4021 Railroad Brake, Signal, and Switch Operators 4 Equipment Operation 20 Vehicle Operation -3.974662902 7.091077619 1.566118578 -1.033941818 -1.732911585
Occupation 53-4031 Railroad Conductors and Yardmasters 4 Equipment Operation 20 Vehicle Operation -0.627978392 3.798792522 0.062204064 -1.462502412 -2.347287804
Occupation 53-4099 Rail Transportation Workers, All Other 4 Equipment Operation 20 Vehicle Operation -3.676272429 5.778661314 1.60304519 -1.623353782 -0.347674094
Occupation 53-6011 Bridge and Lock Tenders 4 Equipment Operation 20 Vehicle Operation -7.031529749 1.996419543 3.823609951 0.499058599 2.618081824
Occupation 17-3024 Electro-Mechanical Technicians 4 Equipment Operation 23 Complex Equipment Operation -4.502855115 11.90187629 -5.980827269 -7.70989217 3.495902312
Occupation 31-9093 Medical Equipment Preparers 4 Equipment Operation 23 Complex Equipment Operation 2.95044245 10.4100728 2.844110886 -1.252166171 1.179098768
Occupation 51-2011 Aircraft Structure, Surfaces, Rigging, and Systems Assemblers 4 Equipment Operation 23 Complex Equipment Operation -5.554464659 11.14949069 -2.044998299 -4.788844496 0.445617743
Occupation 51-2023 Electromechanical Equipment Assemblers 4 Equipment Operation 23 Complex Equipment Operation -6.949933207 8.293077629 0.540464922 -1.992020607 3.007879252
Occupation 51-4011 Computer-Controlled Machine Tool Operators, Metal and Plastic 4 Equipment Operation 23 Complex Equipment Operation -2.129683095 11.64310034 -3.589491916 -3.777460017 -0.715690245
Occupation 51-4012 Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic 4 Equipment Operation 23 Complex Equipment Operation 2.256150412 10.6186361 -7.476489157 -4.638995914 0.981302778
Occupation 51-4021 Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic 4 Equipment Operation 23 Complex Equipment Operation -4.474942184 10.538588 3.302249129 -0.325338226 5.209693525
Occupation 51-4023 Rolling Machine Setters, Operators, and Tenders, Metal and Plastic 4 Equipment Operation 23 Complex Equipment Operation -3.749133332 11.36688785 -1.341030456 -2.389454995 -3.070174144
Occupation 51-4041 Machinists 4 Equipment Operation 23 Complex Equipment Operation -3.738656129 12.95111378 -5.3879921 -3.855797105 0.217009045
Occupation 51-4191 Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic 4 Equipment Operation 23 Complex Equipment Operation -5.262043008 8.556258628 -0.54612134 -1.843779472 -0.581485379
Occupation 51-6061 Textile Bleaching and Dyeing Machine Operators and Tenders 4 Equipment Operation 23 Complex Equipment Operation -5.67038992 7.777415869 1.372415576 -2.098280627 2.042878594
Occupation 51-9011 Chemical Equipment Operators and Tenders 4 Equipment Operation 23 Complex Equipment Operation -0.470908533 9.78328013 -1.172613116 -4.338229077 -3.85129699
Occupation 51-9012 Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders 4 Equipment Operation 23 Complex Equipment Operation -2.268111716 10.68788497 -0.531347885 -1.980996433 -1.910514307
Occupation 51-9021 Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders 4 Equipment Operation 23 Complex Equipment Operation -0.745182926 12.02177381 1.479475643 -0.999719824 0.530758201
Occupation 51-9023 Mixing and Blending Machine Setters, Operators, and Tenders 4 Equipment Operation 23 Complex Equipment Operation -4.68063096 8.684582836 -0.174349716 -1.581233464 -1.310157344
Occupation 51-9141 Semiconductor Processors 4 Equipment Operation 23 Complex Equipment Operation -3.883017227 8.162828035 0.562747665 -3.906939544 -1.802987227
Occupation 51-9193 Cooling and Freezing Equipment Operators and Tenders 4 Equipment Operation 23 Complex Equipment Operation -3.066362722 12.69194393 -1.433155102 -3.106428917 -0.688905554
Occupation 19-2031 Chemists 4 Equipment Operation 24 Systems Operation 7.793585428 9.237069108 -3.062364696 -5.467574197 0.231355047
Occupation 19-4011 Agricultural and Food Science Technicians 4 Equipment Operation 24 Systems Operation -0.593270566 3.792184507 -1.200610252 -4.247851496 0.383427933
Occupation 19-4021 Biological Technicians 4 Equipment Operation 24 Systems Operation 1.086955982 5.668429772 -2.753066799 -9.527976198 0.378035868
Occupation 19-4031 Chemical Technicians 4 Equipment Operation 24 Systems Operation 2.878070052 9.213900919 -2.235161169 -6.997927299 -1.429088884
Occupation 49-3011 Aircraft Mechanics and Service Technicians 4 Equipment Operation 24 Systems Operation 3.007494819 16.41759701 -2.815101374 -2.910952967 3.719926134
Occupation 49-3051 Motorboat Mechanics and Service Technicians 4 Equipment Operation 24 Systems Operation -3.44820135 12.55227969 -2.409091479 -2.177110281 2.220133883
Occupation 49-9071 Maintenance and Repair Workers, General 4 Equipment Operation 24 Systems Operation -2.080254255 13.73230885 -0.812541295 -1.288925232 1.292707168
Occupation 49-9799 Installation, Maintenance, and Repair Workers, All Other 4 Equipment Operation 24 Systems Operation 0.161327011 14.75240021 -1.277184475 -3.618322745 2.742777449
Occupation 51-8011 Nuclear Power Reactor Operators 4 Equipment Operation 24 Systems Operation 3.931294411 8.656258751 -1.369556131 -6.397881462 -2.572909606
Occupation 51-8013 Power Plant Operators 4 Equipment Operation 24 Systems Operation -1.737865984 12.36110371 -0.245827405 -6.257778228 0.226507155
Occupation 51-8021 Stationary Engineers and Boiler Operators 4 Equipment Operation 24 Systems Operation -1.914714666 12.37496304 0.026248773 -1.761155106 2.93636459
Occupation 51-8091 Chemical Plant and System Operators 4 Equipment Operation 24 Systems Operation 1.726229109 11.64092633 0.507978388 -3.368775891 1.45923482
Occupation 51-8092 Gas Plant Operators 4 Equipment Operation 24 Systems Operation -2.169743059 10.24060699 -1.532439013 -3.505702945 2.686819444
Occupation 51-8093 Petroleum Pump System Operators, Refinery Operators, and Gaugers 4 Equipment Operation 24 Systems Operation 1.840995117 11.51088383 -1.841951281 -3.558592434 -2.912962116
Occupation 51-8099 Plant and System Operators, All Other 4 Equipment Operation 24 Systems Operation 1.599592386 10.77553528 -0.835289248 -3.546505792 0.535309558
Occupation 53-6051 Transportation Inspectors 4 Equipment Operation 24 Systems Operation 3.858852413 9.950517942 -0.439364775 -1.677417615 5.111508799
Occupation 53-7071 Gas Compressor and Gas Pumping Station Operators 4 Equipment Operation 24 Systems Operation -2.854993331 11.97797014 -1.809525201 -2.168975355 0.778314233
Occupation 53-7072 Pump Operators, Except Wellhead Pumpers 4 Equipment Operation 24 Systems Operation -1.085214229 10.41646232 0.115167685 -2.115192558 0.005388427
Occupation 17-3023 Electrical and Electronic Engineering Technicians 4 Equipment Operation 32 Complex Equipment Installation & Repair 1.449771711 9.850577459 -5.331877523 -4.865559301 3.438508985
Occupation 27-1012 Craft Artists 4 Equipment Operation 32 Complex Equipment Installation & Repair -3.845452771 4.393545734 -3.39180786 3.571875603 4.192575941
Occupation 49-2091 Avionics Technicians 4 Equipment Operation 32 Complex Equipment Installation & Repair 0.308932886 12.1472778 -4.190219565 -4.525293888 1.335958578
Occupation 49-2098 Security and Fire Alarm Systems Installers 4 Equipment Operation 32 Complex Equipment Installation & Repair -2.658743092 9.085493802 -3.538743026 -1.840371523 3.149970182
Occupation 49-3023 Automotive Service Technicians and Mechanics 4 Equipment Operation 32 Complex Equipment Installation & Repair -0.883777896 12.48795536 -2.481711065 -1.399791036 3.580295684
Occupation 49-3031 Bus and Truck Mechanics and Diesel Engine Specialists 4 Equipment Operation 32 Complex Equipment Installation & Repair -6.35438492 10.41848891 -0.641536752 -3.297689568 4.182852035
Occupation 49-3053 Outdoor Power Equipment and Other Small Engine Mechanics 4 Equipment Operation 32 Complex Equipment Installation & Repair -3.394553617 9.76538069 -2.929609737 -0.412413363 2.862341961
Occupation 49-3091 Bicycle Repairers 4 Equipment Operation 32 Complex Equipment Installation & Repair -4.84516086 7.459831786 -4.072966077 1.313340579 2.194576022
Occupation 49-3092 Recreational Vehicle Service Technicians 4 Equipment Operation 32 Complex Equipment Installation & Repair -4.862919365 9.314088102 -2.110118202 -0.937792944 2.727097217
Occupation 49-9011 Mechanical Door Repairers 4 Equipment Operation 32 Complex Equipment Installation & Repair -5.889559053 10.14819853 -2.088647585 1.210296543 2.473278812
Occupation 49-9012 Control and Valve Installers and Repairers, Except Mechanical Door 4 Equipment Operation 32 Complex Equipment Installation & Repair -4.672677096 9.532481246 -0.929754097 -0.586585572 3.718926774
Occupation 49-9031 Home Appliance Repairers 4 Equipment Operation 32 Complex Equipment Installation & Repair -1.018359802 10.06363463 -3.177348722 -0.044367041 0.823532334
Occupation 49-9043 Maintenance Workers, Machinery 4 Equipment Operation 32 Complex Equipment Installation & Repair -7.792624095 13.81044281 -1.823216701 -3.614918806 5.017060801
Occupation 49-9052 Telecommunications Line Installers and Repairers 4 Equipment Operation 32 Complex Equipment Installation & Repair -0.002414105 9.698444391 -1.527749997 -0.590788352 3.581906506
Occupation 49-9061 Camera and Photographic Equipment Repairers 4 Equipment Operation 32 Complex Equipment Installation & Repair -4.830419211 9.067537045 -4.161420732 -3.540480892 5.912776469
Occupation 49-9063 Musical Instrument Repairers and Tuners 4 Equipment Operation 32 Complex Equipment Installation & Repair -3.41004047 6.704697273 -3.25428881 -0.132567776 2.248106398
Occupation 49-9069 Precision Instrument and Equipment Repairers, All Other 4 Equipment Operation 32 Complex Equipment Installation & Repair -3.942425223 8.789108268 -3.72230127 -2.041469475 3.581810119
Occupation 49-9097 Signal and Track Switch Repairers 4 Equipment Operation 32 Complex Equipment Installation & Repair -3.954484736 14.99199584 -2.186859948 -4.928407365 2.425135254
Occupation 51-6051 Sewers, Hand 4 Equipment Operation 32 Complex Equipment Installation & Repair -5.355037205 1.646601167 -2.678885357 2.120788138 1.668606389
Occupation 53-7011 Conveyor Operators and Tenders 4 Equipment Operation 32 Complex Equipment Installation & Repair -1.264409205 11.20564761 -1.177482601 1.309781214 4.590104785
Occupation 49-2095 Electrical and Electronics Repairers, Powerhouse, Substation, and Relay 4 Equipment Operation 48 Inspectors & Technicians of Complex Equipment 4.459602132 14.5261198 -0.630600173 -2.100873168 3.091332308
Occupation 51-8031 Water and Wastewater Treatment Plant and System Operators 4 Equipment Operation 48 Inspectors & Technicians of Complex Equipment 3.838850377 13.33242799 0.70429398 -1.318515882 2.593588039
Occupation 53-5031 Ship Engineers 4 Equipment Operation 48 Inspectors & Technicians of Complex Equipment 5.076389169 15.38140845 1.061068142 -0.709083438 3.541963386
Occupation 35-1011 Chefs and Head Cooks 4 Equipment Operation 52 Management: Production 6.405395398 4.103899357 0.848445918 6.981177412 -5.42782218
Occupation 37-1011 First-Line Supervisors of Housekeeping and Janitorial Workers 4 Equipment Operation 52 Management: Production 3.007749429 3.701686651 1.37796632 5.149615534 -1.842173581
Occupation 37-1012 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers 4 Equipment Operation 52 Management: Production 4.96789644 8.538856907 -0.190305217 4.582503334 -1.537864406
Occupation 37-2021 Pest Control Workers 4 Equipment Operation 52 Management: Production 7.070094942 6.29301117 0.518595789 3.216755776 -0.191018709
Occupation 45-1011 First-Line Supervisors of Farming, Fishing, and Forestry Workers 4 Equipment Operation 52 Management: Production 7.426466666 10.02408527 -0.601809249 3.015547782 -2.875934179
Occupation 47-1011 First-Line Supervisors of Construction Trades and Extraction Workers 4 Equipment Operation 52 Management: Production 8.286832702 10.73948918 -1.106611688 4.003844288 -0.766787853
Occupation 47-4041 Hazardous Materials Removal Workers 4 Equipment Operation 52 Management: Production 4.191498964 12.59199092 -0.054868479 -0.107903112 -4.010003305
Occupation 47-5031 Explosives Workers, Ordnance Handling Experts, and Blasters 4 Equipment Operation 52 Management: Production 6.469846826 12.21131021 -0.968492202 1.434462963 -0.68883347
Occupation 49-1011 First-Line Supervisors of Mechanics, Installers, and Repairers 4 Equipment Operation 52 Management: Production 12.39769041 12.35590376 -3.310706944 4.992520962 -1.093983209
Occupation 51-1011 First-Line Supervisors of Production and Operating Workers 4 Equipment Operation 52 Management: Production 7.393671169 8.733415218 -2.174597965 2.434489477 -5.269013211
Occupation 53-1021 First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand 4 Equipment Operation 52 Management: Production 6.259787244 2.643894984 -0.887345079 5.174128011 -3.197393225
Occupation 53-7121 Tank Car, Truck, and Ship Loaders 4 Equipment Operation 52 Management: Production -0.711531708 12.17005378 -1.565322237 0.591141696 -3.172293579
Occupation 29-1011 Chiropractors 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 14.62293857 1.448117043 5.683151987 -0.301051337 -0.851890801
Occupation 29-1021 Dentists, General 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 15.13564791 6.076268848 3.066973693 1.248840449 -3.276889282
Occupation 29-1022 Oral and Maxillofacial Surgeons 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 15.25198403 5.153389111 4.256843964 -1.280375099 -3.37504546
Occupation 29-1023 Orthodontists 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 12.21208085 2.43968115 2.215254553 0.804775457 -3.892928512
Occupation 29-1024 Prosthodontists 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 11.56327284 4.179124057 3.410452073 -0.150459732 0.399458731
Occupation 29-1029 Dentists, All Other Specialists 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 13.54074641 4.462115791 3.237381071 0.155695269 -2.536351131
Occupation 29-1061 Anesthesiologists 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 14.4453412 5.171230613 5.549779739 -3.954204841 -4.70471211
Occupation 29-1181 Audiologists 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 13.3888567 4.037723665 1.302543997 -2.892408236 0.288473571
Occupation 29-2091 Orthotists and Prosthetists 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 11.30623136 6.392985103 0.76834083 0.09248969 1.603890244
Occupation 39-4831 Funeral service managers, directors, morticians, and undertakers 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 12.28340372 -0.469261443 4.639369735 3.971648443 1.665210151
Occupation 25-1071 Health Specialties Teachers, Postsecondary 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 15.16750677 -0.309494628 5.448338649 -3.696891955 1.872359336
Occupation 25-1072 Nursing Instructors and Teachers, Postsecondary 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 19.1199751 0.386093395 9.613692027 -3.354498632 0.516959249
Occupation 29-1111 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 12.73167306 2.170103148 8.94735187 -2.719485475 -3.392572364
Occupation 29-1122 Occupational Therapists 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 16.00463368 0.494139137 8.750769801 -1.833044686 0.122062804
Occupation 29-1123 Physical Therapists 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 13.38063037 2.219132903 6.911130019 -1.678822157 -1.963744845
Occupation 29-1125 Recreational Therapists 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 12.48946455 -1.55903493 8.722959441 0.475736183 1.277709695
Occupation 29-1127 Speech-Language Pathologists 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 14.15077744 -2.046078449 6.720053843 -5.649119802 1.749497391
Occupation 29-1128 Therapists, all other 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 11.59508363 1.955775205 6.878667759 -2.829609106 0.437917859
Occupation 29-2061 Licensed Practical and Licensed Vocational Nurses 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 8.568221268 0.645640132 8.394381399 -3.350624872 -2.61130005
Occupation 29-9091 Athletic Trainers 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 11.57295479 2.517643642 6.532198217 -2.110707723 -3.215435992
Occupation 31-2011 Occupational Therapy Assistants 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 6.288118442 -0.018134307 7.028007695 -3.750286214 -2.729890842
Occupation 31-2021 Physical Therapist Assistants 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 6.286543101 0.583814941 7.193093956 -4.287021052 -0.640507448
Occupation 19-1011 Animal Scientists 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 15.34817983 4.192896304 -0.318871293 -0.504116981 0.443103575
Occupation 19-1012 Food Scientists and Technologists 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 14.03802356 8.071170256 0.14244683 0.503087205 0.905910525
Occupation 19-1013 Soil and Plant Scientists 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 15.45766025 5.725343297 -0.575719859 -2.461815089 2.156158813
Occupation 19-1022 Microbiologists 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 16.24969195 6.723535171 -0.13018952 -4.669623338 -1.90699338
Occupation 19-1023 Zoologists and Wildlife Biologists 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 11.29510256 3.873651208 0.861685509 -2.992107917 0.879051424
Occupation 19-1029 Biological Scientists, All Other 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 16.14165224 5.457053178 -1.160647365 -7.30384179 -2.097885607
Occupation 19-1032 Foresters 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 11.97623087 5.002411795 -1.754690987 -1.007049269 0.500914117
Occupation 19-1042 Medical Scientists, Except Epidemiologists 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 17.00225592 4.108733832 1.193997091 -4.533853268 0.892094643
Occupation 19-1099 Life Scientists, All Other 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 14.34938624 4.919584116 -0.255316341 -3.081970075 0.929478405
Occupation 19-2041 Environmental Scientists and Specialists, Including Health 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 13.33765789 5.765766551 -2.456292867 -4.267821412 2.738284069
Occupation 25-1032 Engineering Teachers, Postsecondary 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 14.21559291 4.532768242 -2.095520221 -1.474778022 8.59906499
Occupation 25-1051 Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 17.52383731 4.416921772 -0.863344884 -4.234758995 4.719206728
Occupation 25-1052 Chemistry Teachers, Postsecondary 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 12.79553902 3.87597591 0.745305827 -5.33027441 3.273686043
Occupation 25-1054 Physics Teachers, Postsecondary 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 17.13344909 5.295470236 -1.847933596 -4.973841351 4.858103787
Occupation 29-1062 Family and General Practitioners 5 Health Care & Biological Sciences 38 Physicians: Generalists 13.51530081 -1.500415439 7.67540687 -5.243053594 -1.007928134
Occupation 29-1063 Internists, General 5 Health Care & Biological Sciences 38 Physicians: Generalists 16.66414336 -0.227442682 7.689316879 -4.439434946 -2.066564769
Occupation 29-1065 Pediatricians, General 5 Health Care & Biological Sciences 38 Physicians: Generalists 13.972634 -2.128774961 6.930561598 -5.503712399 -3.379656818
Occupation 29-1066 Psychiatrists 5 Health Care & Biological Sciences 38 Physicians: Generalists 18.21566256 -4.695103766 8.696949739 -3.997323715 -2.024095574
Occupation 29-1071 Physician Assistants 5 Health Care & Biological Sciences 38 Physicians: Generalists 13.3229962 -0.912049724 8.250625848 -5.66709322 -0.741167248
Occupation 29-1199 Health Diagnosing and Treating Practitioners, All Other 5 Health Care & Biological Sciences 38 Physicians: Generalists 7.934946805 -2.759784372 5.748974961 -4.635481793 0.608091261
Occupation 29-9799 Healthcare Practitioners and Technical Workers, All Other, including genetic counselors 5 Health Care & Biological Sciences 38 Physicians: Generalists 11.33848368 -6.929605056 6.85291936 -7.461711225 1.067739084
Occupation 19-3039 Psychologists, All Other 5 Health Care & Biological Sciences 44 Surgeons, Misc. Physicians, Nutritionists, Pharmacists 19.96514531 -2.239476196 5.471829975 -5.641485365 -1.62411188
Occupation 29-1031 Dietitians and Nutritionists 5 Health Care & Biological Sciences 44 Surgeons, Misc. Physicians, Nutritionists, Pharmacists 18.290152 0.261754489 4.766807124 0.476161219 -3.173971503
Occupation 29-1051 Pharmacists 5 Health Care & Biological Sciences 44 Surgeons, Misc. Physicians, Nutritionists, Pharmacists 17.84312015 1.567565613 4.647093579 -2.175938636 -2.570855437
Occupation 29-1064 Obstetricians and Gynecologists 5 Health Care & Biological Sciences 44 Surgeons, Misc. Physicians, Nutritionists, Pharmacists 17.39529022 1.01308288 7.647934432 -2.338728505 0.29940539
Occupation 29-1067 Surgeons 5 Health Care & Biological Sciences 44 Surgeons, Misc. Physicians, Nutritionists, Pharmacists 19.44127761 4.515996103 5.628072156 -2.624779053 0.394642873
Occupation 29-1069 Physicians and Surgeons, All Other 5 Health Care & Biological Sciences 44 Surgeons, Misc. Physicians, Nutritionists, Pharmacists 19.34290854 1.311814144 4.61356738 -2.668106577 -1.511111847
Occupation 29-1041 Optometrists 5 Health Care & Biological Sciences 54 Optometrists, Podiatrists, Veterinarians 11.15510417 2.258472157 2.16523058 -1.082979101 -0.56977053
Occupation 29-1081 Podiatrists 5 Health Care & Biological Sciences 54 Optometrists, Podiatrists, Veterinarians 13.83180417 2.061627044 3.115884282 -2.961777905 -0.536942277
Occupation 29-1131 Veterinarians 5 Health Care & Biological Sciences 54 Optometrists, Podiatrists, Veterinarians 11.8211632 1.25087774 3.641936076 -2.57816787 -1.315370708
Occupation 31-9011 Massage Therapists 6 Service 6 Personal Service -3.321126502 -7.69696553 2.917927974 -1.787694843 0.245609874
Occupation 33-3041 Parking Enforcement Workers 6 Service 6 Personal Service -6.997223568 -3.806880761 2.963144919 -2.164446051 4.779566755
Occupation 33-9091 Crossing Guards 6 Service 6 Personal Service -13.81365462 -6.593963133 2.767397418 -0.510448379 -0.719192165
Occupation 35-2021 Food Preparation Workers 6 Service 6 Personal Service -14.22909928 -2.737031603 2.307055933 2.615745258 1.926621445
Occupation 35-3041 Food Servers, Nonrestaurant 6 Service 6 Personal Service -12.09109526 -2.933104537 2.331758391 -0.021793712 -2.46593121
Occupation 35-9011 Dining Room and Cafeteria Attendants and Bartender Helpers 6 Service 6 Personal Service -15.40647303 -4.806372562 3.530685029 3.09286631 0.328785156
Occupation 35-9099 Food Preparation and Serving Related Workers, All Other 6 Service 6 Personal Service -13.03613209 -3.590151752 1.499714245 2.473541448 -0.473616688
Occupation 39-2021 Nonfarm Animal Caretakers 6 Service 6 Personal Service -8.435522262 -0.672330036 1.688321794 -0.965273359 -0.7633552
Occupation 39-3031 Ushers, Lobby Attendants, and Ticket Takers 6 Service 6 Personal Service -11.78471237 -6.817227598 -0.054483575 1.142061482 -0.451816406
Occupation 39-3091 Amusement and Recreation Attendants 6 Service 6 Personal Service -8.662166077 -4.411937987 1.41002473 2.367451284 1.448592752
Occupation 39-3092 Costume Attendants 6 Service 6 Personal Service -10.76171465 -4.303229733 2.636299621 1.038018076 3.564505764
Occupation 39-3093 Locker Room, Coatroom, and Dressing Room Attendants 6 Service 6 Personal Service -13.51080834 -7.305161218 2.113244105 2.1406011 2.056841152
Occupation 39-3099 Entertainment Attendants and Related Workers, All Other 6 Service 6 Personal Service -9.017162985 -3.433748342 1.016081129 1.184740333 0.52285895
Occupation 39-4021 Funeral Attendants 6 Service 6 Personal Service -6.954606743 -3.991808478 3.96904801 0.550920329 2.247926503
Occupation 39-5011 Barbers 6 Service 6 Personal Service -9.339236569 -2.859270623 1.503159074 1.732744171 0.811064736
Occupation 39-5092 Manicurists and Pedicurists 6 Service 6 Personal Service -8.821092504 -4.930171284 0.531229708 2.329396491 -1.213640605
Occupation 39-5093 Shampooers 6 Service 6 Personal Service -9.103974093 -3.802333455 3.086600877 1.942041575 -0.398645053
Occupation 39-6011 Baggage Porters and Bellhops 6 Service 6 Personal Service -7.567910269 -3.54329716 3.797648414 2.424805752 0.918212122
Occupation 43-5052 Postal Service Mail Carriers 6 Service 6 Personal Service -12.21792767 -3.009265277 1.478373481 -0.270320688 -0.282998494
Occupation 43-5081 Stock Clerks and Order Fillers 6 Service 6 Personal Service -11.52609032 -4.26602219 -1.513414114 1.378558145 -0.494807018
Occupation 51-3022 Meat, Poultry, and Fish Cutters and Trimmers 6 Service 6 Personal Service -14.46755492 0.414596367 0.851953565 4.037299299 -0.231126644
Occupation 51-3023 Slaughterers and Meat Packers 6 Service 6 Personal Service -14.17019851 0.874603615 2.996661524 1.594030362 -1.528406907
Occupation 53-6021 Parking Lot Attendants 6 Service 6 Personal Service -6.762680083 -1.065989594 2.77768354 3.799638179 -0.622495951
Occupation 35-3031 Waiters and Waitresses 6 Service 13 Cashiers, Hostesses & Waitstaff -8.898632472 -6.706530476 1.731905349 4.431052097 0.532490304
Occupation 35-9031 Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop 6 Service 13 Cashiers, Hostesses & Waitstaff -7.968847481 -7.137219518 0.582517362 3.46864566 0.271031749
Occupation 41-2011 Cashiers 6 Service 13 Cashiers, Hostesses & Waitstaff -8.32524838 -6.540909059 0.361913711 2.012117133 2.051138375
Occupation 41-9091 Door-to-Door Sales Workers, News and Street Vendors, and Related Workers 6 Service 13 Cashiers, Hostesses & Waitstaff -3.307010121 -10.20197864 -2.471991515 4.904995105 0.847374587
Occupation 37-2011 Janitors and Cleaners, Except Maids and Housekeeping Cleaners 6 Service 17 Maintenance, Garment & Agricultural Finishing -15.85560954 0.635515223 2.288195682 0.276869345 0.539819823
Occupation 37-2012 Maids and Housekeeping Cleaners 6 Service 17 Maintenance, Garment & Agricultural Finishing -15.99904241 -4.361477348 4.852809435 2.078795465 3.928745438
Occupation 37-2019 Building Cleaning Workers, All Other 6 Service 17 Maintenance, Garment & Agricultural Finishing -15.92732598 -1.862981063 3.570502558 1.177832405 2.23428263
Occupation 41-9012 Models 6 Service 17 Maintenance, Garment & Agricultural Finishing -20.70864602 -9.92031363 -2.194056782 -1.024220507 3.962661117
Occupation 45-2041 Graders and Sorters, Agricultural Products 6 Service 17 Maintenance, Garment & Agricultural Finishing -20.50787019 -4.745166511 0.451284776 0.721777049 0.086956453
Occupation 51-6021 Pressers, Textile, Garment, and Related Materials 6 Service 17 Maintenance, Garment & Agricultural Finishing -17.34706277 0.965277917 0.872929894 -0.567685122 3.56668152
Occupation 51-6041 Shoe and Leather Workers and Repairers 6 Service 17 Maintenance, Garment & Agricultural Finishing -15.33144637 -1.561399421 -0.646573532 0.872377306 1.601758046
Occupation 19-3031 Clinical, Counseling, and School Psychologists 7 Humanities, Social Science & Outreach 2 Social Work 15.41791302 -7.20931297 6.497148384 -3.367655586 -1.168717605
Occupation 21-1011 Substance Abuse and Behavioral Disorder Counselors 7 Humanities, Social Science & Outreach 2 Social Work 12.07004492 -5.408049005 5.734446541 -1.661521033 -1.051178981
Occupation 21-1012 Educational, Guidance, School, and Vocational Counselors 7 Humanities, Social Science & Outreach 2 Social Work 14.65868692 -7.340181551 5.678383067 -2.273562872 3.616030229
Occupation 21-1013 Marriage and Family Therapists 7 Humanities, Social Science & Outreach 2 Social Work 17.17811678 -5.749869977 8.917749187 -2.651709978 1.221942487
Occupation 21-1014 Mental Health Counselors 7 Humanities, Social Science & Outreach 2 Social Work 16.78935943 -5.341766714 7.531461825 -2.507237921 -2.765829589
Occupation 21-1019 Counselors, All Other 7 Humanities, Social Science & Outreach 2 Social Work 13.38559025 -6.091271189 6.441496511 -1.895230371 0.452729446
Occupation 21-1021 Child, Family, and School Social Workers 7 Humanities, Social Science & Outreach 2 Social Work 12.45566698 -5.92379541 5.164072828 -2.485494378 -3.11943215
Occupation 21-1022 Healthcare Social Workers 7 Humanities, Social Science & Outreach 2 Social Work 15.05296282 -6.473165931 7.673659813 -2.462203852 0.286578027
Occupation 21-1023 Mental Health and Substance Abuse Social Workers 7 Humanities, Social Science & Outreach 2 Social Work 12.72469677 -7.455966732 7.975473561 -4.105751909 0.490749223
Occupation 21-1029 Social Workers, All Other 7 Humanities, Social Science & Outreach 2 Social Work 13.41110885 -6.617642691 6.937735401 -3.017816713 -0.780701633
Occupation 21-1092 Probation Officers and Correctional Treatment Specialists 7 Humanities, Social Science & Outreach 2 Social Work 9.623441525 -5.341390084 5.508756816 -3.700077882 2.046812799
Occupation 21-1093 Social and Human Service Assistants 7 Humanities, Social Science & Outreach 2 Social Work 8.144745503 -2.717011256 5.742198381 -1.493108125 -1.038524234
Occupation 21-1798 Community and Social Service Specialists, All Other 7 Humanities, Social Science & Outreach 2 Social Work 12.51559169 -5.518911861 6.343032578 -2.309932319 0.004727807
Occupation 23-1022 Arbitrators, Mediators, and Conciliators 7 Humanities, Social Science & Outreach 2 Social Work 12.72099095 -7.368332278 1.280449891 -0.556019751 4.832349659
Occupation 25-1194 Vocational Education Teachers, Postsecondary 7 Humanities, Social Science & Outreach 2 Social Work 7.98249659 0.445904787 5.018432751 2.085100366 -0.82971473
Occupation 29-2053 Psychiatric Technicians 7 Humanities, Social Science & Outreach 2 Social Work 8.327595071 -2.062992608 9.917423442 -2.004828448 0.86134448
Occupation 33-3012 Correctional Officers and Jailers 7 Humanities, Social Science & Outreach 2 Social Work 6.918476436 0.772225155 6.903616502 -0.272015251 -0.210563087
Occupation 39-1021 First-Line Supervisors of Personal Service Workers 7 Humanities, Social Science & Outreach 2 Social Work 10.76908348 1.771799661 4.83637057 4.064774636 -1.111901345
Occupation 39-9041 Residential Advisors 7 Humanities, Social Science & Outreach 2 Social Work 10.9306572 -1.345646919 4.926376739 1.634051073 -1.785282385
Occupation 21-1091 Health Educators 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 12.74204368 -2.340345115 5.501714403 -1.686467513 -0.877825018
Occupation 25-1081 Education Teachers, Postsecondary 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 16.98213589 -5.437013728 4.939784223 -3.614817534 1.428774863
Occupation 25-1082 Library Science Teachers, Postsecondary 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 17.9129578 -3.053256727 0.916309387 -2.739693273 1.297026716
Occupation 25-1111 Criminal Justice and Law Enforcement Teachers, Postsecondary 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 15.80042579 -3.555045501 5.447425131 -1.646546436 5.030556545
Occupation 25-1113 Social Work Teachers, Postsecondary 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 18.55130726 -5.8007317 6.432721126 -2.496398237 1.271834001
Occupation 25-1192 Home Economics Teachers, Postsecondary 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 16.14794562 -3.477371357 5.03364656 -2.295387914 2.991889405
Occupation 25-1193 Recreation and Fitness Studies Teachers, Postsecondary 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 14.19942506 -1.232756314 6.569656322 -2.518834609 0.069174547
Occupation 25-2021 Elementary School Teachers, Except Special Education 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 13.019952 -3.379289801 7.115253749 -2.977106906 3.869202097
Occupation 25-2022 Middle School Teachers, Except Special and Career/Technical Education 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 11.29676638 -3.230993782 5.390823189 -1.493163377 5.37912752
Occupation 25-2031 Secondary School Teachers, Except Special and Career/Technical Education 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 12.50168637 -2.235328655 5.102180346 -1.472916633 5.4506009
Occupation 25-2053 Special Education Teachers, Middle School 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 11.33222972 -4.964870877 5.757472768 -2.234635383 3.487015183
Occupation 25-2054 Special Education Teachers, Secondary School 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 13.58723814 -3.145548758 5.85769433 -2.741540924 2.509856769
Occupation 25-3011 Adult Basic and Secondary Education and Literacy Teachers and Instructors 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 8.929874681 -5.744603425 4.899178262 -2.63911502 3.542142611
Occupation 25-3999 Teachers and Instructors, All Other 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 12.45973393 -4.055209817 5.807583549 -2.488088154 2.998435976
Occupation 19-3041 Sociologists 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 15.64081782 -5.510534035 1.827837937 -5.029505878 1.669496298
Occupation 19-3094 Political Scientists 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 14.32964821 -6.191323569 2.785389463 -5.246378639 4.934718801
Occupation 25-1011 Business Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 16.48042637 -4.334780576 0.244561622 -0.275756956 5.416599123
Occupation 25-1061 Anthropology and Archeology Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 15.83517659 -3.794426076 7.876056978 -3.67693543 8.560958846
Occupation 25-1062 Area, Ethnic, and Cultural Studies Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 15.30462068 -6.565536451 7.153014583 -5.575917499 8.871863292
Occupation 25-1065 Political Science Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 16.66066888 -6.367021264 5.956598107 -3.752083928 7.920907221
Occupation 25-1066 Psychology Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 13.9272919 -5.423007481 4.93560455 -5.590177638 3.290820922
Occupation 25-1067 Sociology Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 15.01683373 -7.16017294 4.960313397 -4.821294867 4.574847735
Occupation 25-1069 Social Sciences Teachers, Postsecondary, All Other 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 14.58823836 -5.122187737 4.391312413 -4.556474801 6.148025241
Occupation 25-1112 Law Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 13.44450554 -6.896231097 2.590960508 -4.759690528 3.133218364
Occupation 25-1121 Art, Drama, and Music Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 11.96036613 -4.388415435 5.99601554 -0.016395838 7.064009709
Occupation 25-1122 Communications Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 15.55407639 -4.780840897 3.245830271 -1.167971772 4.613033432
Occupation 25-1123 English Language and Literature Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 12.80943137 -7.651105149 5.116765054 -4.420824687 4.21193549
Occupation 25-1124 Foreign Language and Literature Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 13.27510263 -5.526737576 7.045173018 -3.817678673 4.902568231
Occupation 25-1125 History Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 13.54214879 -7.549887353 7.600324861 -4.608396866 9.107759779
Occupation 25-1126 Philosophy and Religion Teachers, Postsecondary 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 10.90728018 -6.476340857 5.743956856 -4.503867189 7.045082128
Occupation 25-1199 Postsecondary Teachers, All Other 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 12.72631138 -4.676631872 5.324366368 -2.740293208 4.190702943
Occupation 25-4012 Curators 7 Humanities, Social Science & Outreach 28 Humanities & Social Sciences 16.0682616 -0.958075664 1.636142308 0.815052831 5.323237611
Occupation 19-1041 Epidemiologists 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 19.09470456 -2.017945484 1.747024115 -4.09644771 0.643607906
Occupation 19-3091 Anthropologists and Archeologists 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 17.92898783 -0.24911386 4.798164707 -4.008226703 5.611724456
Occupation 19-3092 Geographers 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 15.65122308 -1.098251654 1.407724332 -4.305126147 6.606501996
Occupation 25-1031 Architecture Teachers, Postsecondary 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 19.40058062 2.055439253 3.465323158 1.631578499 13.80174001
Occupation 25-1041 Agricultural Sciences Teachers, Postsecondary 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 19.06661033 3.327484545 1.38146661 -0.746447516 -0.170330545
Occupation 25-1042 Biological Science Teachers, Postsecondary 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 14.9532849 0.26984689 4.277873183 -5.14795874 2.705825551
Occupation 25-1043 Forestry and Conservation Science Teachers, Postsecondary 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 17.93576047 0.70068692 1.577050271 -1.995557059 4.992018775
Occupation 25-1053 Environmental Science Teachers, Postsecondary 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 17.45929936 1.126565376 3.83647709 -2.258014269 5.578724052
Occupation 25-1064 Geography Teachers, Postsecondary 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 15.70344974 -1.612223592 2.178916316 -4.280516835 7.370579749
Occupation 25-2023 Career/Technical Education Teachers, Middle School 7 Humanities, Social Science & Outreach 56 Vocational Education & Outreach 10.78818237 2.227672923 4.00759616 1.085561356 4.09207532
Occupation 25-2032 Career/Technical Education Teachers, Secondary School 7 Humanities, Social Science & Outreach 56 Vocational Education & Outreach 14.35717048 3.698792686 2.352655797 2.10930223 1.532155045
Occupation 25-9021 Farm and Home Management Advisors 7 Humanities, Social Science & Outreach 56 Vocational Education & Outreach 18.69809772 0.821177277 1.897376336 2.864893616 1.75002532
Occupation 25-9099 Education, Training, and Library Workers, All Other 7 Humanities, Social Science & Outreach 56 Vocational Education & Outreach 11.43543588 0.644960676 2.410313126 0.002047853 2.853320074
Occupation Nov-13 Farmers, Ranchers, and Other Agricultural Managers 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 13.85354798 10.48821655 -0.094758486 5.677812734 -0.054861828
Occupation 17-1022 Surveyors 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 14.79820124 10.51794793 -4.282103005 0.691352525 3.687701197
Occupation 17-2021 Agricultural Engineers 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 15.49716524 12.20789496 -5.580972722 0.738702128 6.243275428
Occupation 17-2031 Biomedical Engineers 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 17.41100737 13.93260288 -5.531107174 -5.986769237 3.399325135
Occupation 17-2041 Chemical Engineers 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 17.52194626 12.09620014 -5.401584336 -1.136065283 3.200057779
Occupation 17-2111 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 14.52895225 8.683314937 -3.015902897 -1.470673568 4.611992855
Occupation 17-2161 Nuclear Engineers 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 16.24912878 12.70886013 -5.919904108 -1.647653456 3.058806766
Occupation 17-2199 Engineers, All Other 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 13.21847714 12.77061743 -6.579289074 -2.656787214 2.774275675
Occupation 19-1021 Biochemists and Biophysicists 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 14.052635 9.486069645 -3.378848766 -6.041499974 0.594875742
Occupation 19-2043 Hydrologists 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 15.15943834 10.23416545 -2.971065042 -1.7596728 7.026069252
Occupation 29-9011 Occupational Health and Safety Specialists 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 15.81249212 7.023520331 0.562974929 0.408479268 2.783347722
Occupation Nov-41 Architectural and Engineering Managers 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 17.69872593 6.496238453 -7.22605458 2.977907338 2.327865111
Occupation Nov-21 Natural Sciences Managers 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 13.47100304 3.243761134 -4.33402963 -1.931145189 1.89933557
Occupation 17-1011 Architects, Except Landscape and Naval 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 19.05336117 6.659911153 -3.710609832 3.298598364 7.472416838
Occupation 17-1012 Landscape Architects 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 18.59034087 5.028821978 -0.163008677 4.778279066 9.325653634
Occupation 17-2051 Civil Engineers 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 18.10998351 10.44524089 -6.368880043 2.008049551 5.234412124
Occupation 17-2081 Environmental Engineers 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 15.60535302 9.290923573 -5.606537718 -2.625966394 5.697794154
Occupation 17-2121 Marine Engineers and Naval Architects 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 13.43626207 9.978998728 -8.110428131 -0.2323859 4.227163007
Occupation 17-2151 Mining and Geological Engineers, Including Mining Safety Engineers 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 15.74355323 10.54610393 -8.201000515 -1.907196957 3.002731398
Occupation 17-2171 Petroleum Engineers 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 14.01070188 8.047297413 -6.470287946 -1.977230473 1.580995846
Occupation 41-9031 Sales Engineers 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 16.90209385 4.573085557 -6.565195195 2.687914414 3.258824044
Occupation 27-4012 Broadcast Technicians 9 Equipment Repair 42 Electronics Installation & Repair 0.359544904 8.265909917 -3.930089357 -4.233806285 6.907272515
Occupation 49-2011 Computer, Automated Teller, and Office Machine Repairers 9 Equipment Repair 42 Electronics Installation & Repair 2.216657171 8.181467105 -5.324574564 -2.807984146 4.013090741
Occupation 49-2021 Radio, Cellular, and Tower Equipment Installers and Repairers 9 Equipment Repair 42 Electronics Installation & Repair 0.15992925 12.1295167 -4.479011715 -2.035581384 5.895416763
Occupation 49-2022 Telecommunications Equipment Installers and Repairers, Except Line Installers 9 Equipment Repair 42 Electronics Installation & Repair 2.66870449 10.63624497 -3.645621175 -1.846291057 6.56422836
Occupation 49-2094 Electrical and Electronics Repairers, Commercial and Industrial Equipment 9 Equipment Repair 42 Electronics Installation & Repair 1.79584761 15.79096526 -4.971103349 -5.709669516 2.871132511
Occupation 49-2097 Electronic Home Entertainment Equipment Installers and Repairers 9 Equipment Repair 42 Electronics Installation & Repair 2.047320741 9.772864679 -4.439469001 -1.116048146 6.082578822
Occupation 49-9062 Medical Equipment Repairers 9 Equipment Repair 42 Electronics Installation & Repair 2.268489866 13.48352928 -3.04267661 -3.284141861 3.310129722
Occupation 49-2092 Electric Motor, Power Tool, and Related Repairers 9 Equipment Repair 43 Heavy Equipment Repair -3.182566192 11.88179589 -4.386078079 -1.215221157 -0.179685217
Occupation 49-3041 Farm Equipment Mechanics and Service Technicians 9 Equipment Repair 43 Heavy Equipment Repair -5.634657503 12.10290501 -4.146134605 -2.292677114 2.933578336
Occupation 49-3042 Mobile Heavy Equipment Mechanics, Except Engines 9 Equipment Repair 43 Heavy Equipment Repair -3.386498414 13.75675238 -3.1344345 -1.446348652 3.987580635
Occupation 49-9041 Industrial Machinery Mechanics 9 Equipment Repair 43 Heavy Equipment Repair -2.485028268 15.69243992 -1.906639943 -2.889269351 4.127770442
Occupation 47-2111 Electricians 9 Equipment Repair 57 Electrical & Structural Equipment Installation & Repair 1.30080411 14.55422151 -3.535745349 -0.101944289 4.682702475
Occupation 47-4021 Elevator Installers and Repairers 9 Equipment Repair 57 Electrical & Structural Equipment Installation & Repair -0.236228402 16.35059921 -2.622779185 -0.512811975 5.131711975
Occupation 49-9021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers 9 Equipment Repair 57 Electrical & Structural Equipment Installation & Repair 0.866295877 15.42609738 -2.931856907 0.095109197 5.760936837
Occupation 13-1032 Insurance Appraisers, Auto Damage 10 Food Preparation, Service & Security 18 Customer Service & Security -2.742940217 -3.71491203 -2.092736004 -1.454160886 7.622685147
Occupation 27-3012 Public Address System and Other Announcers 10 Food Preparation, Service & Security 18 Customer Service & Security -2.245546099 -1.535448567 -2.213529692 0.927903357 0.394594246
Occupation 31-9095 Pharmacy Aides 10 Food Preparation, Service & Security 18 Customer Service & Security -2.061989816 -3.121064228 0.233593931 -0.379834028 -0.149730735
Occupation 33-3011 Bailiffs 10 Food Preparation, Service & Security 18 Customer Service & Security -5.310569529 -5.810017647 3.234543633 -0.288320646 1.284544918
Occupation 33-9032 Security Guards 10 Food Preparation, Service & Security 18 Customer Service & Security -8.841228775 -3.259590684 3.359152107 -0.54026016 -3.361604075
Occupation 33-9092 Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers 10 Food Preparation, Service & Security 18 Customer Service & Security -6.327008582 -3.255180747 7.076171406 0.096202181 1.631794967
Occupation 33-9093 Transportation Security Screeners 10 Food Preparation, Service & Security 18 Customer Service & Security -1.521561568 1.447361961 3.490035735 -0.141544546 -2.52287892
Occupation 33-9099 Protective Service Workers, All Other 10 Food Preparation, Service & Security 18 Customer Service & Security -1.989186881 -2.123443816 2.693435619 -0.679158263 0.135723276
Occupation 35-3011 Bartenders 10 Food Preparation, Service & Security 18 Customer Service & Security -1.322131751 -1.884204173 2.746336203 4.486317742 -3.080486411
Occupation 35-3022 Counter Attendants, Cafeteria, Food Concession, and Coffee Shop 10 Food Preparation, Service & Security 18 Customer Service & Security -6.576558402 -4.398537993 -0.661984325 2.80139111 -2.887869358
Occupation 39-1012 Slot Supervisors 10 Food Preparation, Service & Security 18 Customer Service & Security -2.074428103 2.103998928 0.467595038 0.214672001 -2.982091748
Occupation 39-2011 Animal Trainers 10 Food Preparation, Service & Security 18 Customer Service & Security 2.301006762 1.538613607 1.989590824 2.632291265 -0.572553519
Occupation 39-3011 Gaming Dealers 10 Food Preparation, Service & Security 18 Customer Service & Security -5.102937219 -4.209365497 1.119356894 1.242577814 -2.722210252
Occupation 39-3012 Gaming and Sports Book Writers and Runners 10 Food Preparation, Service & Security 18 Customer Service & Security -2.145367027 -2.416640029 0.31306587 1.465367778 -0.510971296
Occupation 39-3019 Gaming Service Workers, All Other 10 Food Preparation, Service & Security 18 Customer Service & Security -3.624152123 -3.313002763 0.716211382 1.353972796 -1.616590774
Occupation 39-5012 Hairdressers, Hairstylists, and Cosmetologists 10 Food Preparation, Service & Security 18 Customer Service & Security -2.424293212 -2.298629615 1.376243775 0.165020071 -1.23509946
Occupation 39-9021 Personal Care Aides 10 Food Preparation, Service & Security 18 Customer Service & Security -3.011950837 -2.28883153 6.202449851 -0.663462242 1.503125322
Occupation 41-2012 Gaming Change Persons and Booth Cashiers 10 Food Preparation, Service & Security 18 Customer Service & Security -6.772934763 -3.11515446 0.097453226 -0.47438111 -1.227886548
Occupation 41-2021 Counter and Rental Clerks 10 Food Preparation, Service & Security 18 Customer Service & Security -2.748455503 -5.027434798 -1.878101661 3.299846843 -0.577394152
Occupation 41-2031 Retail Salespersons 10 Food Preparation, Service & Security 18 Customer Service & Security 1.000974778 -3.652079271 -0.838769193 4.063781354 1.777035593
Occupation 43-3041 Gaming Cage Workers 10 Food Preparation, Service & Security 18 Customer Service & Security -3.070100442 -3.094139916 -0.394933606 0.087940176 -2.968959427
Occupation 43-5041 Meter Readers, Utilities 10 Food Preparation, Service & Security 18 Customer Service & Security -3.509035421 4.787649131 -1.898202098 -1.244443131 -2.186122442
Occupation 43-5051 Postal Service Clerks 10 Food Preparation, Service & Security 18 Customer Service & Security -5.48014319 -3.60292408 -2.124115484 -0.220211911 1.29503014
Occupation 43-9071 Office Machine Operators, Except Computer 10 Food Preparation, Service & Security 18 Customer Service & Security -0.889080634 5.053674452 -3.248666678 0.234824464 -1.684804636
Occupation 45-4023 Log Graders and Scalers 10 Food Preparation, Service & Security 18 Customer Service & Security 1.175626599 2.07531837 -1.996802284 1.574075866 -3.504425352
Occupation 13-1074 Farm Labor Contractors 10 Food Preparation, Service & Security 29 Food Preparation -4.009299601 -1.829929022 1.526113631 4.249174494 0.09891805
Occupation 29-2051 Dietetic Technicians 10 Food Preparation, Service & Security 29 Food Preparation 0.326959969 0.189884273 2.124856104 -1.264508601 -5.199896024
Occupation 35-2011 Cooks, Fast Food 10 Food Preparation, Service & Security 29 Food Preparation -7.792938537 -1.394963056 1.333053364 4.079533589 -1.679267606
Occupation 35-2012 Cooks, Institution and Cafeteria 10 Food Preparation, Service & Security 29 Food Preparation -4.929464456 0.032575151 0.986762212 2.379087628 -5.026273837
Occupation 35-2013 Cooks, Private Household 10 Food Preparation, Service & Security 29 Food Preparation -1.389954667 -1.142000388 -3.341854388 2.945402862 0.390268711
Occupation 35-2014 Cooks, Restaurant 10 Food Preparation, Service & Security 29 Food Preparation -7.95813092 1.469327664 1.56376718 3.456026822 -1.977775836
Occupation 35-2015 Cooks, Short Order 10 Food Preparation, Service & Security 29 Food Preparation -7.966616869 -2.284955932 1.718677233 4.338110509 0.690012858
Occupation 35-2019 Cooks, All Other 10 Food Preparation, Service & Security 29 Food Preparation -6.00742109 -0.664003312 0.45208112 3.439632282 -1.520607142
Occupation 35-3021 Combined Food Preparation and Serving Workers, Including Fast Food 10 Food Preparation, Service & Security 29 Food Preparation -5.632010538 -1.501680412 1.76834426 5.159635065 -1.317752294
Occupation 45-2021 Animal Breeders 10 Food Preparation, Service & Security 29 Food Preparation -3.858208534 1.976303998 -0.125830537 1.134199454 2.690987133
Occupation 51-3011 Bakers 10 Food Preparation, Service & Security 29 Food Preparation -4.330971714 1.812492471 0.655858332 3.315323046 -1.335505831
Occupation 51-3021 Butchers and Meat Cutters 10 Food Preparation, Service & Security 29 Food Preparation -6.582049466 0.117274874 1.214901649 4.430019256 -4.296385048
Occupation 53-7064 Packers and Packagers, Hand 10 Food Preparation, Service & Security 29 Food Preparation -7.469779892 1.251381186 2.268956267 0.924077541 -1.583280909
Occupation Nov-31 Training and Development Managers 11 Management, Except Production 15 Management of Social Services 19.55164622 -1.193610892 0.712031173 4.371853405 -2.055152687
Occupation Nov-31 Education Administrators, Preschool and Childcare Center/Program 11 Management, Except Production 15 Management of Social Services 12.45851053 -4.31233912 3.544363194 3.177658825 -2.740695355
Occupation Nov-32 Education Administrators, Elementary and Secondary School 11 Management, Except Production 15 Management of Social Services 25.15684249 0.269911834 3.840396025 4.578129073 -0.263252924
Occupation Nov-33 Education Administrators, Postsecondary 11 Management, Except Production 15 Management of Social Services 20.12467184 -3.78151451 0.598959053 3.1006068 -3.64916696
Occupation Nov-39 Education Administrators, All Other 11 Management, Except Production 15 Management of Social Services 19.24667495 -2.607980598 2.661239424 3.618798232 -2.21770508
Occupation Nov-11 Medical and Health Services Managers 11 Management, Except Production 15 Management of Social Services 21.35395646 -0.10596675 0.126084696 4.768169706 -3.999625428
Occupation Nov-51 Social and Community Service Managers 11 Management, Except Production 15 Management of Social Services 22.71680311 -1.130252845 3.762122921 4.153708082 -3.446185038
Occupation 13-1151 Training and Development Specialists 11 Management, Except Production 15 Management of Social Services 16.82390025 -3.218690444 1.33046238 1.358674884 -1.314210989
Occupation 21-2011 Clergy 11 Management, Except Production 15 Management of Social Services 20.70568797 -1.386088759 3.377120346 4.557018799 -1.713598202
Occupation 21-2021 Directors, Religious Activities and Education 11 Management, Except Production 15 Management of Social Services 10.11381338 -4.409802515 2.264075494 3.327484341 -0.073043661
Occupation 21-2099 Religious Workers, All Other 11 Management, Except Production 15 Management of Social Services 15.40975067 -2.897945637 2.82059792 3.94225157 -0.893320932
Occupation 25-9031 Instructional Coordinators 11 Management, Except Production 15 Management of Social Services 21.00416687 -1.284775431 5.523539746 1.413043785 1.606796955
Occupation 27-2022 Coaches and Scouts 11 Management, Except Production 15 Management of Social Services 12.8620097 0.105541421 2.909039936 5.88968867 -1.130187156
Occupation 11-1011 Chief Executives 11 Management, Except Production 21 Management: Administrative 22.6228302 -1.406562385 -5.132114423 6.964603171 -3.026561758
Occupation Nov-11 Administrative Services Managers 11 Management, Except Production 21 Management: Administrative 9.228314279 -2.911659936 -4.896001731 2.068843718 -2.389009693
Occupation Nov-21 Human Resources Managers 11 Management, Except Production 21 Management: Administrative 18.6929418 -4.064151395 -0.626828019 3.015398463 -3.93583849
Occupation Nov-71 Gaming Managers 11 Management, Except Production 21 Management: Administrative 13.41361774 -1.786361654 -1.544284108 4.350808534 -5.076474707
Occupation Nov-31 Postmasters and Mail Superintendents 11 Management, Except Production 21 Management: Administrative 12.37589517 -0.217314586 -1.890644405 2.466423444 -4.093155935
Occupation 13-1121 Meeting, Convention, and Event Planners 11 Management, Except Production 21 Management: Administrative 7.25660741 -5.0255036 -3.160304797 4.512888984 0.613974698
Occupation 19-3032 Industrial-Organizational Psychologists 11 Management, Except Production 21 Management: Administrative 20.24824772 -3.169161083 -2.114247491 -1.178932504 -1.635004896
Occupation 39-1011 Gaming Supervisors 11 Management, Except Production 21 Management: Administrative 9.899465365 -2.871897395 1.354024617 3.515521705 -4.335156455
Occupation 41-1012 First-Line Supervisors of Non-Retail Sales Workers 11 Management, Except Production 21 Management: Administrative 13.5255438 -3.507783112 -5.474712468 4.672906479 -1.730105329
Occupation 43-1011 First-Line Supervisors of Office and Administrative Support Workers 11 Management, Except Production 21 Management: Administrative 14.78266199 -2.057920553 -1.806785306 3.236979574 -4.013810614
Occupation 11-1021 General and Operations Managers 11 Management, Except Production 39 Management: Logistics & Finance 13.21888492 3.663566996 -4.70645332 6.274218455 -1.07119392
Occupation Nov-51 Industrial Production Managers 11 Management, Except Production 39 Management: Logistics & Finance 13.15119762 8.001868208 -3.68844092 3.961087729 -5.080028565
Occupation Nov-61 Purchasing Managers 11 Management, Except Production 39 Management: Logistics & Finance 16.88956124 0.777987336 -4.70698928 6.595635861 -0.455327912
Occupation Nov-71 Transportation, Storage, and Distribution Managers 11 Management, Except Production 39 Management: Logistics & Finance 13.43567183 1.374286656 -3.620784741 5.265414168 -1.291903867
Occupation Nov-21 Construction Managers 11 Management, Except Production 39 Management: Logistics & Finance 16.21253668 7.222788835 -6.494120012 4.259798845 -1.235425361
Occupation Nov-51 Food Service Managers 11 Management, Except Production 39 Management: Logistics & Finance 11.37452895 4.477872158 1.013268731 7.620271744 -3.348505297
Occupation Nov-81 Lodging Managers 11 Management, Except Production 39 Management: Logistics & Finance 17.22730882 3.225463375 -1.672465876 6.664554961 -1.083184113
Occupation Nov-99 Managers, All Other 11 Management, Except Production 39 Management: Logistics & Finance 16.16770366 -0.560317612 -3.279593167 2.598656589 -1.734190867
Occupation 13-1023 Purchasing Agents, Except Wholesale, Retail, and Farm Products 11 Management, Except Production 39 Management: Logistics & Finance 13.74564197 -0.088074388 -4.391947613 4.040790325 1.782591163
Occupation 13-1051 Cost Estimators 11 Management, Except Production 39 Management: Logistics & Finance 11.33473664 1.480678587 -9.420163441 -0.168198244 0.59262801
Occupation 13-1081 Logisticians 11 Management, Except Production 39 Management: Logistics & Finance 14.07877337 1.408065824 -3.203155173 1.810675114 3.098617608
Occupation 13-1111 Management Analysts 11 Management, Except Production 39 Management: Logistics & Finance 14.89149657 -1.504437481 -2.141721314 0.356400122 0.166861448
Occupation 13-1199 Business Operations Specialists, All Other 11 Management, Except Production 39 Management: Logistics & Finance 10.67072501 0.756384989 -4.719243668 0.837183702 0.560161714
Occupation 13-2061 Financial Examiners 11 Management, Except Production 39 Management: Logistics & Finance 18.3911119 -3.963714484 -5.335177219 -2.409483127 -3.502071495
Occupation 13-2099 Financial Specialists, All Other 11 Management, Except Production 39 Management: Logistics & Finance 13.85278373 -1.998453096 -4.412016424 -0.618076719 -0.294637449
Occupation 15-2011 Actuaries 11 Management, Except Production 39 Management: Logistics & Finance 15.87226021 -2.817794102 -9.956062675 -2.538674477 -3.044557462
Occupation 19-3022 Survey Researchers 11 Management, Except Production 39 Management: Logistics & Finance 16.52359119 -3.264670448 -5.318606134 -0.535820363 -2.090923522
Occupation 19-3051 Urban and Regional Planners 11 Management, Except Production 39 Management: Logistics & Finance 13.68318295 -2.022373772 -4.03131485 0.224924808 7.662123862
Occupation 19-3099 Social Scientists and Related Workers, All Other 11 Management, Except Production 39 Management: Logistics & Finance 17.62867108 0.484676451 -4.661292338 1.422152288 3.923438391
Occupation 53-1011 Aircraft Cargo Handling Supervisors 11 Management, Except Production 39 Management: Logistics & Finance 6.533101403 6.750164807 1.136387141 3.059664997 -1.772023498
Occupation 53-1031 First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators 11 Management, Except Production 39 Management: Logistics & Finance 11.41770738 4.757892068 -2.002055298 5.260447597 -3.14414518
Occupation 53-2011 Airline Pilots, Copilots, and Flight Engineers 11 Management, Except Production 39 Management: Logistics & Finance 10.13253923 10.19768689 0.390257376 -2.395013295 1.995825048
Occupation 53-5021 Captains, Mates, and Pilots of Water Vessels 11 Management, Except Production 39 Management: Logistics & Finance 5.636445451 9.911637816 1.769511649 1.16234418 0.780662687
Occupation Nov-21 Marketing Managers 11 Management, Except Production 60 Management: Sales & Creative Workers 15.44470264 -3.172414215 -5.474257856 4.706241906 0.680115058
Occupation Nov-22 Sales Managers 11 Management, Except Production 60 Management: Sales & Creative Workers 16.61531189 -3.213229173 -4.595025533 7.061124044 -2.179399819
Occupation Nov-31 Public Relations and Fundraising Managers 11 Management, Except Production 60 Management: Sales & Creative Workers 16.86079502 -5.510785685 -3.380309351 3.970123277 -0.386418654
Occupation 27-1022 Fashion Designers 11 Management, Except Production 60 Management: Sales & Creative Workers 12.06187386 1.703127931 -3.806790313 3.728261072 -2.566632566
Occupation Nov-21 Computer and Information Systems Managers 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 16.71262658 7.118116005 -7.080410908 1.232687524 -3.709059075
Occupation 15-1111 Computer and Information Research Scientists 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 16.27785411 3.807277029 -7.143849281 -4.783598688 4.933073256
Occupation 15-1121 Computer Systems Analysts 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 15.27735755 5.379384009 -5.027492039 -4.298090553 -0.023198684
Occupation 15-1131 Computer Programmers 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 4.393771496 -0.308135489 -8.953158792 -8.046495355 1.587489444
Occupation 15-1132 Software Developers, Applications 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 9.094678909 4.272596521 -10.12443152 -7.415072729 0.426745405
Occupation 15-1133 Software Developers, Systems Software 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 9.508320179 3.095141081 -8.381225685 -6.087169841 3.021271869
Occupation 15-1141 Database Administrators 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 7.364515771 2.297814178 -7.747258554 -5.981478166 0.533969066
Occupation 15-1142 Network and computer systems architects and administrators 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 8.484667527 8.818293081 -8.212049509 -7.519910406 -0.799028511
Occupation 15-1179 Information Security Analysts, Web Developers, and Computer Network Architects 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 10.08300134 4.20818442 -7.371780721 -3.755297007 2.903197683
Occupation 15-1799 Computer Occupations, All Other 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 10.94618772 3.406444301 -6.876709774 -4.789426373 3.620839507
Occupation 15-2091 Mathematical Technicians 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences -1.41071349 0.979822339 -11.5265335 -15.07582309 1.385027253
Occupation 17-2061 Computer Hardware Engineers 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 7.317536164 5.916786982 -5.547266322 -4.609827644 5.145286635
Occupation 19-2011 Astronomers 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 13.54271794 3.506648353 -7.055901839 -6.678168552 2.306810148
Occupation 19-2012 Physicists 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 16.83630367 6.341664729 -7.418700323 -7.488167625 4.134476272
Occupation 19-2042 Geoscientists, Except Hydrologists and Geographers 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 11.55815086 4.441601567 -4.194405493 -4.206112305 4.963094392
Occupation 19-2099 Physical Scientists, All Other 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 12.04593794 3.675448667 -5.233598565 -4.587224265 4.667242317
Occupation 25-1021 Computer Science Teachers, Postsecondary 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 11.31073798 0.197495125 -3.769609638 -5.318999088 7.161407071
Occupation 43-9011 Computer Operators 12 Analysis, Information Technology & Physical Sciences 35 Information Technology , Physical & Computational Sciences 3.668040444 3.782808322 -5.099884795 -5.876485495 -0.624646744
Occupation 17-1021 Cartographers and Photogrammetrists 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians 2.878496888 0.441581009 -4.946439004 -5.064777459 2.580632287
Occupation 17-3011 Architectural and Civil Drafters 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians 5.205268088 4.573620623 -4.819020645 -3.079053604 6.087538569
Occupation 17-3012 Electrical and Electronics Drafters 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians -0.168098934 1.474984243 -6.8527585 -5.46201227 5.130246825
Occupation 17-3013 Mechanical Drafters 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians -0.39540348 3.613236188 -8.853957972 -5.630677072 4.11800035
Occupation 17-3019 Drafters, All Other 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians 1.935786966 3.142089184 -6.439503252 -4.542561764 5.310714228
Occupation 17-3022 Civil Engineering Technicians 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians 5.33213459 5.271346257 -5.868069673 -3.03549594 3.030435958
Occupation 17-3031 Surveying and Mapping Technicians 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians 3.842451021 5.963495242 -4.460368455 -2.944616105 3.623193945
Occupation 27-1021 Commercial and Industrial Designers 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians 5.039929751 6.156821867 -6.908785159 -2.872832146 6.387568702
Occupation Nov-31 Financial Managers 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 14.92367964 -4.334666426 -6.869342544 1.455808797 -3.698191661
Occupation Nov-11 Compensation and Benefits Managers 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 12.45659385 -5.741510121 -4.893843797 0.269620872 -4.467139627
Occupation 13-1141 Compensation, Benefits, and Job Analysis Specialists 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 8.591104954 -5.787149149 -6.372609128 -3.420594533 -3.140596379
Occupation 13-1161 Market Research Analysts and Marketing Specialists 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 12.95162762 -3.965371772 -5.546131163 -2.673339941 0.703949462
Occupation 13-2011 Accountants and Auditors 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 9.889808952 -4.44008126 -7.692393706 -1.798003423 -3.189316692
Occupation 13-2031 Budget Analysts 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 7.103849907 -5.282683008 -8.288011984 -3.250278685 -1.598843687
Occupation 13-2051 Financial Analysts 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 11.73331899 -4.666090488 -6.26595685 -2.946844665 -1.441867121
Occupation 13-2053 Insurance Underwriters 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 6.764474493 -6.568405667 -2.948810723 -4.477526399 -1.861761722
Occupation 13-2071 Credit Counselors 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 13.13269937 -4.486499216 -3.688192987 0.546992465 -3.909192437
Occupation 17-2072 Electronics Engineers, Except Computer 12 Analysis, Information Technology & Physical Sciences 46 Engineering Technicians 11.57462434 13.45518962 -8.103704688 -3.632629282 3.647655183
Occupation 17-3021 Aerospace Engineering and Operations Technicians 12 Analysis, Information Technology & Physical Sciences 46 Engineering Technicians 7.285532626 13.32081884 -6.065907708 -2.231294528 2.815383137
Occupation 17-3027 Mechanical Engineering Technicians 12 Analysis, Information Technology & Physical Sciences 46 Engineering Technicians 3.802262407 12.91764989 -4.01415881 -2.066522072 2.282000763
Occupation 17-3029 Engineering Technicians, Except Drafters, All Other 12 Analysis, Information Technology & Physical Sciences 46 Engineering Technicians 7.878329301 14.39020226 -4.782166186 -2.448252203 3.064736838
Occupation 51-9082 Medical Appliance Technicians 12 Analysis, Information Technology & Physical Sciences 46 Engineering Technicians 4.172521493 11.50377067 0.250398439 -0.259807958 0.40224978
Occupation 17-2011 Aerospace Engineers 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 13.04238542 9.610717399 -6.236691843 -3.510131794 6.329813958
Occupation 17-2071 Electrical Engineers 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 9.846863447 10.74612256 -7.51038152 -4.140713779 5.198823049
Occupation 17-2112 Industrial Engineers 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 10.09182506 7.872397583 -6.728571063 -0.775138906 0.567087452
Occupation 17-2131 Materials Engineers 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 7.361842632 7.052741139 -5.660900079 -4.158855655 0.057205803
Occupation 17-2141 Mechanical Engineers 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 10.71420083 12.73766343 -9.199213897 -4.6189864 4.953681702
Occupation 17-3025 Environmental Engineering Technicians 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 8.964456141 11.97628444 -3.813129588 -2.790901778 4.11764445
Occupation 17-3026 Industrial Engineering Technicians 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 8.579637634 8.704017128 -6.705302914 -2.932226156 3.021293824
Occupation 19-2032 Materials Scientists 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 7.636114345 5.889505657 -4.596813658 -5.318780597 1.861809841
Occupation 19-4091 Environmental Science and Protection Technicians, Including Health 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 6.895337618 9.990305701 -2.477434211 -4.393943965 3.087278149
Occupation 19-4099 Life, Physical, and Social Science Technicians, All Other 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 7.508362181 8.671299441 -2.822894056 -0.908279683 4.022525795
Occupation 15-2021 Mathematicians 12 Analysis, Information Technology & Physical Sciences 50 Mathematics & Statistics 7.181022555 -1.808424268 -8.000904915 -8.183058929 3.48530307
Occupation 15-2031 Operations Research Analysts 12 Analysis, Information Technology & Physical Sciences 50 Mathematics & Statistics 13.14380207 0.617698294 -9.242606768 -3.619110618 0.534617843
Occupation 15-2041 Statisticians 12 Analysis, Information Technology & Physical Sciences 50 Mathematics & Statistics 9.578558373 -1.780316846 -6.162634541 -7.873041958 -0.265611723
Occupation 15-2099 Mathematical Science Occupations, All Other 12 Analysis, Information Technology & Physical Sciences 50 Mathematics & Statistics 9.304427228 -1.256399179 -7.958360986 -7.482227463 -0.732500559
Occupation 19-2021 Atmospheric and Space Scientists 12 Analysis, Information Technology & Physical Sciences 50 Mathematics & Statistics 6.200005151 -2.762347292 -2.838849566 -5.278813326 5.677383075
Occupation 19-4061 Social Science Research Assistants 12 Analysis, Information Technology & Physical Sciences 50 Mathematics & Statistics 8.15891033 -1.416843751 -1.102887994 -6.667327774 0.548217715
Occupation 43-9111 Statistical Assistants 12 Analysis, Information Technology & Physical Sciences 50 Mathematics & Statistics 6.30507604 -3.591463034 -6.881983957 -7.195668295 1.657020001
Occupation 19-3011 Economists 12 Analysis, Information Technology & Physical Sciences 55 Mathematics Education, Economics 12.3478871 -4.728943614 -5.10754207 -4.007789798 2.802551712
Occupation 25-1022 Mathematical Science Teachers, Postsecondary 12 Analysis, Information Technology & Physical Sciences 55 Mathematics Education, Economics 10.70302845 -4.033679572 0.203814405 -4.049267675 3.43837688
Occupation 25-1063 Economics Teachers, Postsecondary 12 Analysis, Information Technology & Physical Sciences 55 Mathematics Education, Economics 9.669626977 -4.932926353 -2.32131704 -4.19839741 2.446198923
Occupation 23-1011 Lawyers 12 Analysis, Information Technology & Physical Sciences 63 Law 15.98001691 -6.32774191 -2.925291025 -1.616156723 -0.570526539
Occupation 23-1021 Administrative Law Judges, Adjudicators, and Hearing Officers 12 Analysis, Information Technology & Physical Sciences 63 Law 12.53020585 -5.37955721 -1.239461256 -5.602464006 0.160367953
Occupation 23-1023 Judges, Magistrate Judges, and Magistrates 12 Analysis, Information Technology & Physical Sciences 63 Law 14.54226344 -6.085452056 1.593550335 -4.608703993 2.535550493
Occupation 29-1124 Radiation Therapists 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 6.915076558 8.719621955 4.900934096 -6.206237455 0.376936229
Occupation 29-1126 Respiratory Therapists 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 12.07915458 8.706876953 7.277588914 -2.24760977 -0.336200451
Occupation 29-2011 Medical and Clinical Laboratory Technologists 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 4.137027466 7.734901316 1.595087922 -7.980312025 -0.563802049
Occupation 29-2012 Medical and Clinical Laboratory Technicians 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 4.179980558 9.266079353 2.59315773 -7.662869979 -1.006111459
Occupation 29-2031 Cardiovascular Technologists and Technicians 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 7.949181255 5.725549705 5.687001739 -4.61913585 -2.391180767
Occupation 29-2032 Diagnostic Medical Sonographers 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 3.845118346 5.550298004 4.532723688 -6.984435296 -0.468405619
Occupation 29-2033 Nuclear Medicine Technologists 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 2.815905353 4.251173676 4.931001381 -5.323859188 -0.144675771
Occupation 29-2037 Radiologic Technologists and Technicians 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 0.116778257 2.420148221 4.431509194 -5.189458296 1.511460241
Occupation 29-2052 Pharmacy Technicians 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 2.153125988 -1.035978714 -0.180125574 -3.846889156 -2.571128878
Occupation 29-2054 Respiratory Therapy Technicians 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 6.046101977 6.380779867 5.827376953 -5.591600174 -1.278455026
Occupation 29-2055 Surgical Technologists 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 3.783885368 7.367228618 7.292466754 -2.462176884 -3.198100532
Occupation 29-2056 Veterinary Technologists and Technicians 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 4.88620325 4.429849744 2.923174001 -4.859792537 -3.577143748
Occupation 29-2799 Health Technologists and Technicians, All Other 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 2.973423706 3.364252261 4.834535548 -5.061198411 -0.895592563
Occupation 31-9092 Medical Assistants 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 4.417152909 -2.357212082 4.645162755 -4.841095588 -2.827866146
Occupation 31-9799 Healthcare Support Workers, All Other 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 2.88532254 0.337985811 3.835273924 -3.90644182 -1.0307923
Occupation 21-1015 Rehabilitation Counselors 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 6.231743216 -6.616488699 4.345441934 -0.38212005 1.242683084
Occupation 25-2011 Preschool Teachers, Except Special Education 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 4.852043204 -3.634885786 7.412809096 0.883394235 1.049276455
Occupation 25-2012 Kindergarten Teachers, Except Special Education 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 3.798489854 -5.336791825 7.052123798 -1.455876798 3.137497906
Occupation 25-3021 Self-Enrichment Education Teachers 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 1.658474217 -3.260863115 3.303985905 0.75290127 2.242140965
Occupation 25-9041 Teacher Assistants 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood -0.413318453 -4.450530961 4.590794405 -2.82035152 1.857954513
Occupation 27-2021 Athletes and Sports Competitors 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood -1.36391734 -2.935138309 5.046122314 4.491232852 -1.221179919
Occupation 27-2023 Umpires, Referees, and Other Sports Officials 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood -2.005256906 -5.192543444 1.293352908 -0.454230025 -1.122607923
Occupation 27-2099 Entertainers and Performers, Sports and Related Workers, All Other 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 5.694844553 -3.368207567 1.747939448 2.626646065 2.78690754
Occupation 31-1011 Home Health Aides 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood -0.83554995 -1.96046069 5.80292482 -0.117800243 -2.495545819
Occupation 31-1013 Psychiatric Aides 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 3.078255256 -1.846486851 8.947593458 0.220728441 -2.688241051
Occupation 39-5091 Makeup Artists, Theatrical and Performance 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 3.900284226 0.390555032 1.506634421 3.594615551 2.202069815
Occupation 39-7011 Tour Guides and Escorts 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood -3.120162457 -6.28669189 4.255709898 1.294085187 7.163563516
Occupation 39-7012 Travel Guides 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 5.015535198 -4.997599896 -0.424307263 5.131039347 4.698118188
Occupation 39-9011 Childcare Workers 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood -2.690874491 -4.29739057 4.535976037 0.01488695 -0.319287296
Occupation 39-9031 Fitness Trainers and Aerobics Instructors 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 1.991702127 -1.468295684 6.31416663 1.11942209 0.156336959
Occupation 39-9032 Recreation Workers 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 6.21314651 -1.995032977 4.203266608 3.770959703 -0.034262575
Occupation 39-9099 Personal Care and Service Workers, All Other 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 2.480625646 -2.268900914 5.597176651 1.268034493 0.361714457
Occupation 53-2031 Flight Attendants 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 0.901682454 -2.514260697 7.623368063 1.473231665 0.987582899
Occupation 29-2021 Dental Hygienists 13 Outreach & Public Safety Assistance & Performing Arts 58 Medical Assistants 0.449207192 -2.071190263 6.034078228 -4.108878062 0.065934095
Occupation 31-2012 Occupational Therapy Aides 13 Outreach & Public Safety Assistance & Performing Arts 58 Medical Assistants 1.114150945 -1.758318356 4.859159492 -1.67328812 2.452974012
Occupation 31-2022 Physical Therapist Aides 13 Outreach & Public Safety Assistance & Performing Arts 58 Medical Assistants -2.877807347 -0.833575908 5.087226926 -2.448783517 -0.126146656
Occupation 31-9091 Dental Assistants 13 Outreach & Public Safety Assistance & Performing Arts 58 Medical Assistants -1.106521255 1.372711538 2.864866302 -2.222602946 -2.697032381
Occupation 31-9096 Veterinary Assistants and Laboratory Animal Caretakers 13 Outreach & Public Safety Assistance & Performing Arts 58 Medical Assistants -2.576478932 -0.255220291 2.730107205 -1.665644447 0.021019669
Occupation 39-5094 Skincare Specialists 13 Outreach & Public Safety Assistance & Performing Arts 58 Medical Assistants -1.100483325 -3.058143419 2.669948866 0.454666729 -1.25535269
Occupation 19-4093 Forest and Conservation Technicians 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 7.660243877 7.837400487 1.540406308 0.494001059 4.667935286
Occupation 33-3021 Detectives and Criminal Investigators 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 10.79684783 1.560140428 4.048234965 -2.180274401 2.384505565
Occupation 33-3031 Fish and Game Wardens 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 7.861704942 2.52266048 5.327418296 -1.509344422 4.241012019
Occupation 33-3051 Police and Sheriff's Patrol Officers 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 11.39290423 0.632330863 6.593452396 -0.343901588 3.296940847
Occupation 33-3052 Transit and Railroad Police 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 3.657470787 0.566020346 2.009481505 0.143599772 1.253003579
Occupation 33-9011 Animal Control Workers 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 3.351258082 0.237348925 4.347677585 -0.258247194 2.594995331
Occupation 33-9031 Gaming Surveillance Officers and Gaming Investigators 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 7.166456524 0.734232802 1.01114767 -1.681509879 0.109117289
Occupation 39-4011 Embalmers 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 4.33465247 1.613401543 6.150298208 -1.025499574 1.883224718
Occupation 43-5031 Police, Fire, and Ambulance Dispatchers 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 8.076644287 -2.94035035 2.153384841 -3.384894876 1.371261091
Occupation 45-2011 Agricultural Inspectors 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 5.671638932 3.968436953 0.294290908 0.109776627 -0.768630932
Occupation 45-4011 Forest and Conservation Workers 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 3.282337232 7.317538504 0.825336153 2.972315793 2.558169517
Occupation 53-2012 Commercial Pilots 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 4.747988002 7.043892389 2.859793533 -0.180347039 5.232007342
Occupation 53-2021 Air Traffic Controllers 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 7.646957214 1.484681298 -0.540782334 -4.495219121 3.40508901
Occupation 53-2022 Airfield Operations Specialists 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 6.207059838 1.48471619 0.88771887 -0.620125648 3.551796038
Occupation 53-3011 Ambulance Drivers and Attendants, Except Emergency Medical Technicians 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory -0.59710233 2.744488776 5.335957023 -0.426346333 0.588580592
Occupation 53-6061 Transportation Attendants, Except Flight Attendants 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 0.567689941 0.858786863 4.330594069 1.481226939 2.830864601
Occupation 27-2011 Actors 13 Outreach & Public Safety Assistance & Performing Arts 65 Performing Arts 0.818348087 -7.481336109 5.207586957 0.882877842 6.506453996
Occupation 27-2031 Dancers 13 Outreach & Public Safety Assistance & Performing Arts 65 Performing Arts -5.012943204 -6.500687572 5.227418506 0.848525401 4.161789542
Occupation 27-2042 Musicians and Singers 13 Outreach & Public Safety Assistance & Performing Arts 65 Performing Arts -4.574840468 -4.835696699 3.045945315 1.336412654 3.82134771
Occupation Nov-11 Advertising and Promotions Managers 14 Communications & Visual Arts 16 Communications & Performing Arts Support 11.02208167 -4.515697517 -5.22928744 2.685881602 3.862892912
Occupation 13-1011 Agents and Business Managers of Artists, Performers, and Athletes 14 Communications & Visual Arts 16 Communications & Performing Arts Support 10.04196303 -7.989580891 -3.236667233 4.31982351 3.130203148
Occupation 25-4011 Archivists 14 Communications & Visual Arts 16 Communications & Performing Arts Support 10.43803736 -3.522385371 0.990040631 -1.446980099 2.857970946
Occupation 25-4021 Librarians 14 Communications & Visual Arts 16 Communications & Performing Arts Support 10.11757949 -4.50768496 1.24508586 -1.460450986 3.359925448
Occupation 27-2012 Producers and Directors 14 Communications & Visual Arts 16 Communications & Performing Arts Support 12.92439306 -1.304933481 -1.824075866 2.952704704 2.532503492
Occupation 27-2032 Choreographers 14 Communications & Visual Arts 16 Communications & Performing Arts Support 11.20037907 -3.078574376 7.493033066 6.095649776 2.918132669
Occupation 27-2041 Music Directors and Composers 14 Communications & Visual Arts 16 Communications & Performing Arts Support 6.725882266 -4.622157153 1.035513365 2.104798815 5.692999504
Occupation 27-3011 Radio and Television Announcers 14 Communications & Visual Arts 16 Communications & Performing Arts Support 5.348212053 -4.736230965 0.285291952 -1.033496341 6.440550002
Occupation 27-3021 Broadcast News Analysts 14 Communications & Visual Arts 16 Communications & Performing Arts Support 11.75120582 -4.828874763 0.273922646 -1.948356222 5.882070838
Occupation 27-3022 Reporters and Correspondents 14 Communications & Visual Arts 16 Communications & Performing Arts Support 5.023293622 -7.611497289 -0.945042868 -5.05622707 6.799737678
Occupation 27-3031 Public Relations Specialists 14 Communications & Visual Arts 16 Communications & Performing Arts Support 9.534609722 -7.33481317 -3.171316831 -0.423229665 4.789064958
Occupation 27-3041 Editors 14 Communications & Visual Arts 16 Communications & Performing Arts Support 9.832679844 -4.391067718 -1.775116528 -3.680819462 5.316261687
Occupation 27-3043 Writers and Authors 14 Communications & Visual Arts 16 Communications & Performing Arts Support 6.326172112 -6.482859857 -1.44162917 -2.003947644 5.751079318
Occupation 27-3099 Media and Communication Workers, All Other 14 Communications & Visual Arts 16 Communications & Performing Arts Support 5.624606603 -5.299282611 -1.15526366 -2.731409592 4.988273734
Occupation 15-1150 Computer Support Specialists 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 6.076460294 4.985382149 -4.41524216 -4.574101714 2.570204105
Occupation 25-4013 Museum Technicians and Conservators 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 3.262556254 3.987967359 0.785763124 -3.113047925 7.117053998
Occupation 25-9011 Audio-Visual and Multimedia Collections Specialists 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 6.45279737 7.493971818 -2.370457984 -1.44939447 6.198503508
Occupation 27-1027 Set and Exhibit Designers 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 10.65994272 7.704505624 -0.530593639 1.961688377 3.944666047
Occupation 27-4011 Audio and Video Equipment Technicians 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 2.965723442 6.837717567 -2.327282874 -3.105432329 5.014408715
Occupation 27-4014 Sound Engineering Technicians 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 6.069199348 6.115995531 -2.732728245 -1.488391203 4.256722583
Occupation 27-4031 Camera Operators, Television, Video, and Motion Picture 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians -1.536609897 2.982748829 -0.854259916 -1.885882282 6.297680421
Occupation 27-4032 Film and Video Editors 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 2.151504694 -1.387952997 -4.301510345 -1.881882361 4.514452889
Occupation 27-4099 Media and Communication Equipment Workers, All Other 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 1.320139978 3.008576278 -1.799159666 -2.268775826 4.976315895
Occupation 43-9031 Desktop Publishers 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 9.033584794 5.275587969 -3.272973556 -0.633516932 2.315547048
Occupation 51-5111 Prepress Technicians and Workers 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians -3.015738628 2.61778093 -2.283172153 -3.959148142 3.258277811
Occupation 19-3093 Historians 14 Communications & Visual Arts 61 Communications Assistants 5.028132289 -4.910383591 0.260001232 -5.214262563 8.069500025
Occupation 25-1191 Graduate Teaching Assistants 14 Communications & Visual Arts 61 Communications Assistants 1.267536595 -3.906655885 3.375854791 -5.456919319 5.867791358
Occupation 27-3091 Interpreters and Translators 14 Communications & Visual Arts 61 Communications Assistants 3.378495505 -5.77981199 3.750338276 -5.329787662 5.244879849
Occupation 43-9081 Proofreaders and Copy Markers 14 Communications & Visual Arts 61 Communications Assistants -1.340049029 -7.754193249 1.887301637 -5.216923773 4.978449433
Occupation 27-1011 Art Directors 14 Communications & Visual Arts 64 Visual Arts & Design 8.749360566 -2.751751861 -5.522820405 1.973714677 3.284090328
Occupation 27-1013 Fine Artists, Including Painters, Sculptors, and Illustrators 14 Communications & Visual Arts 64 Visual Arts & Design -2.955408989 0.949845897 -2.419929875 1.957259211 10.10704285
Occupation 27-1014 Multimedia Artists and Animators 14 Communications & Visual Arts 64 Visual Arts & Design 7.488691148 -0.331478838 -3.674699971 -0.317709317 3.042322781
Occupation 27-1019 Artists and Related Workers, All Other 14 Communications & Visual Arts 64 Visual Arts & Design 2.359297489 0.565040233 -3.752314528 1.796285044 5.156507974
Occupation 27-1024 Graphic Designers 14 Communications & Visual Arts 64 Visual Arts & Design 5.676749519 -2.867907592 -4.618357302 0.80549329 5.912764292
Occupation 27-1025 Interior Designers 14 Communications & Visual Arts 64 Visual Arts & Design 12.69273855 1.102081352 -1.860968414 4.904361793 5.474347425
Occupation 27-1029 Designers, All Other 14 Communications & Visual Arts 64 Visual Arts & Design 5.461317292 0.983657297 -2.908918321 2.017746677 3.892617472
Occupation 19-1031 Conservation Scientists 15 Public Safety 47 Inspectors & Technicians, Public Safety 12.79778604 4.713811318 1.350162702 0.276597774 4.295974676
Occupation 19-4092 Forensic Science Technicians 15 Public Safety 47 Inspectors & Technicians, Public Safety 9.10169611 4.085792023 2.337689291 -5.673690278 3.58484081
Occupation 29-2041 Emergency Medical Technicians and Paramedics 15 Public Safety 47 Inspectors & Technicians, Public Safety 9.951390572 5.591363641 7.217616067 -0.582674693 1.874735369
Occupation 29-9012 Occupational Health and Safety Technicians 15 Public Safety 47 Inspectors & Technicians, Public Safety 10.49803145 6.314749385 1.800568522 0.337879094 4.215746699
Occupation 33-2021 Fire Inspectors and Investigators 15 Public Safety 47 Inspectors & Technicians, Public Safety 10.94438165 6.031303485 4.086513085 -1.648601542 5.128266536
Occupation 33-2022 Forest Fire Inspectors and Prevention Specialists 15 Public Safety 47 Inspectors & Technicians, Public Safety 12.34110262 5.603329094 2.620227115 0.03356661 3.503126417
Occupation 47-4011 Construction and Building Inspectors 15 Public Safety 47 Inspectors & Technicians, Public Safety 7.604809482 5.442750775 -1.964807718 -0.322851006 5.283546207
Occupation 51-8012 Power Distributors and Dispatchers 15 Public Safety 47 Inspectors & Technicians, Public Safety 7.281693782 6.087111609 -2.931061291 -2.203644391 -0.134165862
Occupation 53-6041 Traffic Technicians 15 Public Safety 47 Inspectors & Technicians, Public Safety 8.762482232 6.157994694 -3.021632887 0.123275162 6.894704456
Occupation Nov-61 Emergency Management Directors 15 Public Safety 51 Management: Public Safety 21.44417611 4.699682392 2.453446393 5.296526007 3.458197103
Occupation 33-1011 First-Line Supervisors of Correctional Officers 15 Public Safety 51 Management: Public Safety 13.52242273 1.564497826 4.822095571 1.86322555 -3.603540992
Occupation 33-1012 First-Line Supervisors of Police and Detectives 15 Public Safety 51 Management: Public Safety 17.57498333 1.929385927 4.193426436 2.027831129 -0.617163905
Occupation 33-1021 First-Line Supervisors of Fire Fighting and Prevention Workers 15 Public Safety 51 Management: Public Safety 13.81325938 11.09716559 2.549325502 2.545595067 2.003439617
Occupation 33-1099 First-Line Supervisors/Managers, Protective Service Workers, All Other 15 Public Safety 51 Management: Public Safety 14.68098121 6.422053735 3.528543253 2.245561704 -0.053456416
Occupation 33-2011 Firefighters 15 Public Safety 51 Management: Public Safety 8.724279733 11.60169283 4.813842885 2.33516918 2.578481577
Subcluster 1 General Physical Labor 1 Miscellaneous Physical Labor -9.221040721 7.827632131 -1.205935174 -1.415216486 -0.62614458
Subcluster 1 General Physical Labor 4 Setting & Installing of Materials & Structures -9.19948823 6.534412453 -0.722422019 1.773656171 1.400476274
Subcluster 1 General Physical Labor 9 Machine Setting & Tending -10.26092219 5.325528201 -0.479505966 -2.081982113 -4.352563856
Subcluster 1 General Physical Labor 26 Sorting & Finishing -12.14689762 3.016143387 -1.046858403 -1.592554158 -1.616086812
Subcluster 1 General Physical Labor 30 Pattern & Model Making; Electrical & Electronics Technicians -6.738139367 10.02701618 -3.703828217 -2.965244956 3.947470626
Subcluster 2 Clerical & Administrative Support 7 Clerical & Secretarial: Professional & Executive -0.878467391 -7.468313214 -4.184418644 -7.183452376 -0.008991227
Subcluster 2 Clerical & Administrative Support 11 Clerical: Communication -6.270900648 -8.656024729 -0.990402671 -2.409364386 2.403844098
Subcluster 2 Clerical & Administrative Support 19 Clerical & Secretarial: Sales & Finance 1.087870782 -6.446445135 -2.540197175 -1.773929341 0.201928868
Subcluster 2 Clerical & Administrative Support 27 Clerical: Data -1.600793613 -5.925076673 -5.783758137 -4.508474553 -1.932888443
Subcluster 2 Clerical & Administrative Support 31 Clerical: Financial Service; Agents & Brokers 5.779340756 -8.033088155 -4.643608025 0.681664297 1.823836071
Subcluster 2 Clerical & Administrative Support 33 Clerical: Language & Information -5.513533603 -6.522807412 -3.731854804 -3.558097053 -0.455341676
Subcluster 2 Clerical & Administrative Support 62 Buying & Selling 6.410378643 -2.652242842 -5.767622842 4.162160624 0.112796056
Subcluster 3 Construction & Related Machinery 14 Construction: Surfaces & Retrofit -3.16927119 6.149928914 1.517221243 3.455293628 0.860769294
Subcluster 3 Construction & Related Machinery 22 Machinery Repairs & Construction -1.786121875 10.55230253 -1.010862296 2.825148405 1.901970913
Subcluster 4 Equipment Operation 8 Mining & Transportation -5.350046437 10.28157556 0.745586547 0.264746926 0.389331954
Subcluster 4 Equipment Operation 20 Vehicle Operation -3.676272429 5.778661314 1.60304519 -1.623353782 -0.347674094
Subcluster 4 Equipment Operation 23 Complex Equipment Operation -3.474371338 9.686233903 -0.3528488 -1.781114948 -1.610335826
Subcluster 4 Equipment Operation 24 Systems Operation 1.599592386 10.77553528 -0.835289248 -3.546505792 0.535309558
Subcluster 4 Equipment Operation 32 Complex Equipment Installation & Repair -4.672677096 9.532481246 -0.929754097 -0.586585572 3.718926774
Subcluster 4 Equipment Operation 48 Inspectors & Technicians of Complex Equipment 5.076389169 15.38140845 1.061068142 -0.709083438 3.541963386
Subcluster 4 Equipment Operation 52 Management: Production 8.286832702 10.73948918 -1.106611688 4.003844288 -0.766787853
Subcluster 5 Health Care & Biological Sciences 10 Dentists & Misc. Medical Professionals 13.54074641 4.462115791 3.237381071 0.155695269 -2.536351131
Subcluster 5 Health Care & Biological Sciences 12 Nursing & Physical Therapy 13.38063037 2.219132903 6.911130019 -1.678822157 -1.963744845
Subcluster 5 Health Care & Biological Sciences 25 Biological Sciences; Science Education 14.34938624 4.919584116 -0.255316341 -3.081970075 0.929478405
Subcluster 5 Health Care & Biological Sciences 38 Physicians: Generalists 13.51530081 -1.500415439 7.67540687 -5.243053594 -1.007928134
Subcluster 5 Health Care & Biological Sciences 44 Surgeons, Misc. Physicians, Nutritionists, Pharmacists 19.39209307 2.913905123 5.120819768 -2.646442815 -0.558234487
Subcluster 5 Health Care & Biological Sciences 54 Optometrists, Podiatrists, Veterinarians 11.15510417 2.258472157 2.16523058 -1.082979101 -0.56977053
Subcluster 6 Service 6 Personal Service -11.52609032 -4.26602219 -1.513414114 1.378558145 -0.494807018
Subcluster 6 Service 13 Cashiers, Hostesses & Waitstaff -8.397576111 -6.794886351 0.89211214 3.303938296 0.951553476
Subcluster 6 Service 17 Maintenance, Garment & Agricultural Finishing -15.92732598 -1.862981063 3.570502558 1.177832405 2.23428263
Subcluster 7 Humanities, Social Science & Outreach 2 Social Work 13.41110885 -6.617642691 6.937735401 -3.017816713 -0.780701633
Subcluster 7 Humanities, Social Science & Outreach 3 Education: Primary, Secondary, & Outreach 12.45973393 -4.055209817 5.807583549 -2.488088154 2.998435976
Subcluster 7 Humanities, Social Science & Outreach 28 Humanities &Social Sciences 13.00070701 -5.101684724 6.184769693 -3.278985941 4.546635587
Subcluster 7 Humanities, Social Science & Outreach 34 Education: Mapping & Geography 15.70344974 -1.612223592 2.178916316 -4.280516835 7.370579749
Subcluster 7 Humanities, Social Science & Outreach 56 Vocational Education & Outreach 11.43543588 0.644960676 2.410313126 0.002047853 2.853320074
Subcluster 8 Engineering, Except Industrial 40 Engineering: Nuclear & Chemical; Agricultural 16.24912878 12.70886013 -5.919904108 -1.647653456 3.058806766
Subcluster 8 Engineering, Except Industrial 53 Engineering: Civil & Environmental; Architecture 15.74355323 10.54610393 -8.201000515 -1.907196957 3.002731398
Subcluster 9 Equipment Repair 42 Electronics Installation & Repair 2.047320741 9.772864679 -4.439469001 -1.116048146 6.082578822
Subcluster 9 Equipment Repair 43 Heavy Equipment Repair -3.386498414 13.75675238 -3.1344345 -1.446348652 3.987580635
Subcluster 9 Equipment Repair 57 Electrical & Structural Equipment Installation & Repair 0.866295877 15.42609738 -2.931856907 0.095109197 5.760936837
Subcluster 10 Food Preparation, Service & Security 18 Customer Service & Security -3.624152123 -3.313002763 0.716211382 1.353972796 -1.616590774
Subcluster 10 Food Preparation, Service & Security 29 Food Preparation -6.00742109 -0.664003312 0.45208112 3.439632282 -1.520607142
Subcluster 11 Management, Except Production 15 Management of Social Services 19.24667495 -2.607980598 2.661239424 3.618798232 -2.21770508
Subcluster 11 Management, Except Production 21 Management: Administrative 14.78266199 -2.057920553 -1.806785306 3.236979574 -4.013810614
Subcluster 11 Management, Except Production 39 Management: Logistics & Finance 13.43567183 1.374286656 -3.620784741 5.265414168 -1.291903867
Subcluster 11 Management, Except Production 60 Management: Sales & Creative Workers 16.03000726 -3.192821694 -5.034641694 5.883682975 -0.749642381
Subcluster 12 Analysis, Information Technology & Physical Sciences 35 Information Technology, Physical & Computational Sciences 10.94618772 3.406444301 -6.876709774 -4.789426373 3.620839507
Subcluster 12 Analysis, Information Technology & Physical Sciences 37 Commercial & Industrial Design Technicians 1.935786966 3.142089184 -6.439503252 -4.542561764 5.310714228
Subcluster 12 Analysis, Information Technology & Physical Sciences 41 Financial Analysis 9.889808952 -4.44008126 -7.692393706 -1.798003423 -3.189316692
Subcluster 12 Analysis, Information Technology & Physical Sciences 46 Engineering Technicians 7.878329301 14.39020226 -4.782166186 -2.448252203 3.064736838
Subcluster 12 Analysis, Information Technology & Physical Sciences 49 Engineers & Technicians: Industrial, Materials, Mechanical 9.213250541 9.725069845 -7.107842217 -3.536469968 4.110058436
Subcluster 12 Analysis, Information Technology & Physical Sciences 50 Mathematics & Statistics 9.578558373 -1.780316846 -6.162634541 -7.873041958 -0.265611723
Subcluster 12 Analysis, Information Technology & Physical Sciences 55 Mathematics Education, Economics 9.669626977 -4.932926353 -2.32131704 -4.19839741 2.446198923
Subcluster 12 Analysis, Information Technology & Physical Sciences 63 Law 12.53020585 -5.37955721 -1.239461256 -5.602464006 0.160367953
Subcluster 13 Outreach & Public Safety Assistance & Performing Arts 5 Medical Technologists & Technicians 3.330511849 4.90073584 4.731862535 -6.154147242 -0.306540695
Subcluster 13 Outreach & Public Safety Assistance & Performing Arts 45 Recreation & Early Childhood 2.480625646 -2.268900914 5.597176651 1.268034493 0.361714457
Subcluster 13 Outreach & Public Safety Assistance & Performing Arts 58 Medical Assistants -2.877807347 -0.833575908 5.087226926 -2.448783517 -0.126146656
Subcluster 13 Outreach & Public Safety Assistance & Performing Arts 59 Inspectors & Technicians, Regulatory 3.351258082 0.237348925 4.347677585 -0.258247194 2.594995331
Subcluster 13 Outreach & Public Safety Assistance & Performing Arts 65 Performing Arts -4.574840468 -4.835696699 3.045945315 1.336412654 3.82134771
Subcluster 14 Communications & Visual Arts 16 Communications & Performing Arts Support 5.624606603 -5.299282611 -1.15526366 -2.731409592 4.988273734
Subcluster 14 Communications & Visual Arts 36 Communication Equipment Operation & Media Technicians 1.320139978 3.008576278 -1.799159666 -2.268775826 4.976315895
Subcluster 14 Communications & Visual Arts 61 Communications Assistants 1.267536595 -3.906655885 3.375854791 -5.456919319 5.867791358
Subcluster 14 Communications & Visual Arts 64 Visual Arts & Design 5.461317292 0.983657297 -2.908918321 2.017746677 3.892617472
Subcluster 15 Public Safety 47 Inspectors & Technicians, Public Safety 10.94438165 6.031303485 4.086513085 -1.648601542 5.128266536
Subcluster 15 Public Safety 51 Management: Public Safety 14.68098121 6.422053735 3.528543253 2.245561704 -0.053456416
Cluster 1 General Physical Labor -9.740981454 6.5765801655 -0.84272057 -1.748599299 -2.489354218
Cluster 2 Clerical & Administrative Support -1.239630502 -6.696694943 -4.98408839 -5.845963464 -0.970939835
Cluster 3 Construction & Related Machinery -2.477696533 8.3511157195 0.2531794738 3.1402210166 1.3813701034
Cluster 4 Equipment Operation -5.011361766 9.9070284012 -0.092083775 -0.160919323 2.0541293636
Cluster 5 Health Care & Biological Sciences 12.347925289 3.3602939741 2.7013058254 -0.463641916 -1.55306083
Cluster 6 Service -9.961833217 -5.53045427 -0.310650987 2.3412482206 0.2283732288
Cluster 7 Humanities, Social Science & Outreach 12.730220467 -4.578447271 5.9961766211 -2.883537047 3.7725357813
Cluster 8 Engineering, Except Industrial 15.996341003 11.627482025 -7.060452311 -1.777425206 3.0307690819
Cluster 9 Equipment Repair -1.260101269 14.591424878 -3.033145704 -0.675619728 4.8742587363
Cluster 10 Food Preparation, Service & Security -4.815786607 -1.988503037 0.5841462512 2.396802539 -1.568598958
Cluster 11 Management, Except Production 15.406334625 -2.625371123 -3.4207135 4.5603312746 -2.381726498
Cluster 12 Analysis, Information Technology & Physical Sciences 8.5457899208 12.057636051 -5.945004202 -2.992361086 3.5873976373
Cluster 13 Outreach & Public Safety Assistance & Performing Arts -0.19859085 -1.551238411 5.3422017884 -0.590374512 0.1177839005
Cluster 14 Communications & Visual Arts 5.5429619474 -2.157812657 -2.03209099 -0.356831458 4.440445603
Cluster 15 Public Safety 12.81268143 6.2266786098 3.8075281691 0.2984800808 2.5374050599
<!DOCTYPE html>
<head>
<style>
.axis text {
font: 14px sans-serif;
}
.legend text {
font: 12px sans-serif;
}
.axis path,
.axis line {
fill: none;
stroke: #000;
shape-rendering: crispEdges;
}
</style>
<script src="http://d3js.org/d3.v3.min.js"></script>
</head>
<body>
<svg class="chart"></svg>
<script>
//TO DO:
//Better Axes
//Animation
//Hovers
//Hulls
//Labels
//Control to show/hide hulls/labels
var totWidth = 700,
totHeight = totWidth,
margin = {top: 30, right: 30, bottom: 30, left: 30},
width = totWidth - (margin.left + margin.right),
height = totHeight - (margin.top + margin.bottom),
occptsize = 3,
subclusptsize = 5,
clusptsize = 8,
occopac = .4,
subclusopac = 1,
clusopac = 1,
axlabelltrwidth = 7,
axlabeltxtpad = 5,
clusnames
;
var colors = ["#5b6f75", "#ff0329", "#e84aff", "#ad57f0", "#9e7dff", "#6ebaff", "#54dbff", "#1979c1", "#6ee670", "#3bff00", "#43bb00", "#93c000", "#8b7100", "#eb7500", "#b32d4f"];
var axlabs = [
[{left: "Physical", right: "Intellectual"}],
[{left: "Interpersonal", right: "Technical"}],
[{left: "Abstract", right: "Concrete"}],
[{left: "Information", right: "Interaction"}],
[{left: "Manage/Monitor", right: "Produce/Create"}]
];
var x = d3.scale.linear()
.range([0, width]);
var y = d3.scale.linear()
.range([height,0]);
var xax,
yax
;
var svg = d3.select(".chart")
.attr("width",totWidth)
.attr("height",totHeight)
;
var chart = svg .append("g")
.attr("transform","translate("+margin.left+","+margin.top+")")
;
var defs = chart.append("defs");
defs.append("marker")
.attr("id", "triangle-start")
.attr("viewBox", "0 0 16 16")
.attr("refX", 16)
.attr("refY", 8)
.attr("markerWidth", -8)
.attr("markerHeight", 8)
.attr("orient", "auto")
.append("path")
.attr("d", "M 0 0 L 16 8 L 0 16 z")
;
defs.append("marker")
.attr("id", "triangle-end")
.attr("viewBox", "0 0 16 16")
.attr("refX", 16)
.attr("refY", 8)
.attr("markerWidth", 8)
.attr("markerHeight", 8)
.attr("orient", "auto")
.append("path")
.attr("d", "M 0 0 L 16 8 L 0 16 z")
;
d3.csv("allpcs.csv",
/*type,*/
function(error, data) {
//Type conversion
data.forEach(function(d) {
if (d.type === "Cluster") {
d.soc = null;
d.soctitle = null;
d.subcluster = null;
d.subclusname = null;
}
else if (d.type == "Subcluster") {
d.soc = null;
d.soctitle = null;
d.subcluster = +d.subcluster;
}
else {
d.subcluster = +d.subcluster;
}
d.cluster = +d.cluster;
d.pc1 = +d.pc1;
d.pc2 = +d.pc2;
d.pc3 = +d.pc3;
d.pc4 = +d.pc4;
d.pc5 = +d.pc5;
d.pc = [d.pc1, d.pc2, d.pc3, d.pc4, d.pc5];
});
clusnames =
d3.set(data.map(function(d) { return d.clusname; })).values()
;
var curpcx = 0,
curpcy = 1,
changeaxis = 0
;
var dvs = chart.selectAll(".dataval")
.data(data, function(d) {return d.type + d.soc + d.cluster + d.subcluster;})
.enter() .append("circle")
.attr("cx",function(d) {return x(d.pc[curpcx]);})
.attr("cy",function(d) {return y(d.pc[curpcy]);})
.attr("class","dataval")
.attr("r", function(d) {
if (d.type === "Cluster") {return clusptsize;}
else if (d.type === "Subcluster") {return subclusptsize;}
else {return occptsize;}
return stroke;
})
.style("stroke", function(d) {
if (d.type === "Cluster") {return "black";}
else {return "none";}
})
.style("fill", function(d) {return colors[d.cluster-1];})
.style("fill-opacity", function(d) {
if (d.type === "Cluster") {return clusopac;}
else if (d.type === "Subcluster") {return subclusopac;}
else {return occopac;}
return stroke;
})
;
//axupdate(xax,yax,curpcx,curpcy);
// update(data,curpcx,curpcy);
setInterval(function() {
if(changeaxis == 0) {
if (curpcy == 4) {curpcx = 0;}
else {curpcx = curpcy + 1;}
changeaxis = 1;
}
else {
if (curpcx == 4) {curpcy = 0;}
else {curpcy = curpcx + 1;}
changeaxis = 0;
}
dataupdate(data,curpcx,curpcy);
axupdate(xax,yax,curpcx,curpcy);
},1500);
}); //end .csv callback
///////////////////////
function dataupdate(data,curpcx,curpcy) {
x.domain([d3.min(data, function(d) {return d.pc[curpcx];}),d3.max(data, function(d) {return d.pc[curpcx];})]);
y.domain([d3.min(data, function(d) {return d.pc[curpcy];}),d3.max(data, function(d) {return d.pc[curpcy];})]);
var transition = svg.transition().duration(1500);
transition.selectAll(".dataval")
.attr("cx",function(d) {return x(d.pc[curpcx]);})
.attr("cy",function(d) {return y(d.pc[curpcy]);})
;
}
function svgy(y) {
return height - y;
}
function strwidth(str) {
return str.split("").length*axlabelltrwidth
}
function axupdate(xax,yax,curpcx,curpcy) {
xax = svg.selectAll(".x.axis")
.data(axlabs[curpcx],function(d) {return d.left;});
xenter = xax.enter().append("g")
.attr("class","x axis")
.attr("transform","translate("+ /*margin.left*/width + "," + (totHeight - margin.bottom / 2) + ")")
.style("fill-opacity",1e-6)
.style("stroke-opacity",1e-6)
;
xenter .append("text")
.attr("y", 0)
.attr("x", 0)
.attr("text-anchor","start")
.text(function(d) {return d.left;})
;
xenter .append("text")
.attr("y", 0)
.attr("x", width)
.attr("text-anchor","end")
.text(function(d) {return d.right;})
;
xenter .append("line")
.attr("x1",function(d) {return strwidth(d.left) + axlabeltxtpad;})
.attr("x2",function(d) {return width - (strwidth(d.right) + axlabeltxtpad);})
.attr("y1",-4)
.attr("y2",-4)
.style("stroke","black")
.style("fill","none")
.attr("marker-end", "url(#triangle-end)")
.attr("marker-start", "url(#triangle-start)")
;
xenter .transition()
.duration(1500)
.attr("transform","translate("+ margin.left/*width*/ + "," + (totHeight - margin.bottom / 2) + ")")
.style("fill-opacity",1)
.style("stroke-opacity",1)
;
xax.exit()
.transition()
.duration(250)
//.attr("x",-(width-margin.left))
//.attr("transform","translate("+ (-1*margin.left)/*width*/ + "," + (totHeight - margin.bottom / 2) + ")")
.style("fill-opacity",1e-6)
.style("stroke-opacity",1e-6)
.remove()
;
yax = svg.selectAll(".y.axis")
.data(axlabs[curpcy],function(d) {return d.left;});
yenter = yax.enter().append("g")
.attr("class","y axis")
.attr("transform","translate("+ (margin.left/2) + "," + /*(margin.top)*/height + ")")
.style("fill-opacity",1e-6)
.style("stroke-opacity",1e-6)
;
yenter .append("text")
.attr("transform","translate(0," + height + ") rotate(-90)")
.text(function(d) {return d.left;})
.style("text-anchor","start")
;
yenter .append("text")
.attr("transform","translate(0,0) rotate(-90)")
.text(function(d) {return d.right;})
.style("text-anchor","end")
;
yenter .append("line")
.attr("x1",-3)
.attr("x2",-3)
.attr("y1",function(d) {return height - (strwidth(d.left) + axlabeltxtpad);})
.attr("y2",function(d) {return strwidth(d.right) + axlabeltxtpad;})
.style("stroke","black")
.style("fill","none")
.attr("marker-end", "url(#triangle-end)")
.attr("marker-start", "url(#triangle-start)")
;
yenter .transition()
.duration(1500)
.attr("transform","translate("+ (margin.left/2) + "," + (margin.top)/*height*/ + ")")
.style("fill-opacity",1)
.style("stroke-opacity",1)
;
yax.exit()
.transition()
.duration(250)
//.attr("x",-(width-margin.left))
//.attr("transform","translate("+ (-1*margin.left)/*width*/ + "," + 0*(totHeight - margin.bottom / 2) + ")")
.style("fill-opacity",1e-6)
.style("stroke-opacity",1e-6)
.remove()
;
}
</script>
</body>
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