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["Matrix of occupational skills correlations"]
[]
["There are two ways of using the matrix:"]
[]
["1. In the 'main' worksheet, select an occupational title of interest (column heading) and sort the numbers below the title from largest to smallest. \n    Starting from row 3 in column B you will see the sorted list of related occupations (row 2 will be the correlation value for the occupation selected, with a value of 1). \n    To restore the original sort-configuration, sort the 'key' column (column A) from smallest to largest"]
["2. In the 'main' worksheet, select an occupation of interest by clicking a column heading.\n     Next, press the Ctrl and A keys. This will activate a macro. \n    The macro opens a table in the “table” worksheet showing a list of the top 15 occupations related to the occupation of interest."]

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["key","soc_title","111021-General and Operations Managers","112021-Marketing Managers","112022-Sales Managers","113021-Computer and Information Systems Managers","113031-Financial Managers","113051-Industrial Production Managers","113061-Purchasing Managers","113071-Transportation, Storage, and Distribution Managers","113121-Human Resources Managers","119021-Construction Managers","119032-Education Administrators, Kindergarten through Secondary","119033-Education Administrators, Postsecondary","119041-Architectural and Engineering Managers","119051-Food Service Managers","119111-Medical and Health Services Managers","119121-Natural Sciences Managers","119141-Property, Real Estate, and Community Association Managers","119151-Social and Community Service Managers","119199-Managers, All Other","131041-Compliance Officers","131051-Cost Estimators","131071-Human Resources Specialists","131111-Management Analysts","131121-Meeting, Convention, and Event Planners","131141-Compensation, Benefits, and Job Analysis Specialists","131161-Market Research Analysts and Marketing Specialists","131199-Business Operations Specialists, All Other","132011-Accountants and Auditors","132052-Personal Financial Advisors","132072-Loan Officers","151211-Computer Systems Analysts","151212-Information Security Analysts","151221-Computer and Information Research Scientists","151232-Computer User Support Specialists","151241-Computer Network Architects","151242-Database Administrators","151244-Network and Computer Systems Administrators","151251-Computer Programmers","151252-Software Developers","151254-Web Developers","151299-Computer Occupations, All Other","152031-Operations Research Analysts","152051-Data Scientists","172051-Civil Engineers","172071-Electrical Engineers","172112-Industrial Engineers","172141-Mechanical Engineers","172199-Engineers, All Other","173026-Industrial Engineering Technologists and Technicians","173029-Engineering Technicians, Except Drafters, All Other","191042-Medical Scientists, Except Epidemiologists","194099-Life, Physical, and Social Science Technicians, All Other","195011-Occupational Health and Safety Specialists","211012-Educational, Guidance, and Career Counselors and Advisors","211021-Child, Family, and School Social Workers","211029-Social Workers, All Other","211091-Health Education Specialists","211093-Social and Human Service Assistants","231011-Lawyers","232011-Paralegals and Legal Assistants","251199-Postsecondary Teachers, All Other","252011-Preschool Teachers, Except Special Education","252021-Elementary School Teachers, Except Special Education","252022-Middle School Teachers, Except Special and Career/Technical Education","252031-Secondary School Teachers, Except Special and Career/Technical Education","252059-Special Education Teachers, All Other","259049-Teaching Assistants, All Other","271021-Commercial and Industrial Designers","271024-Graphic Designers","271026-Merchandise Displayers and Window Trimmers","271029-Designers, All Other","272022-Coaches and Scouts","273031-Public Relations Specialists","291031-Dietitians and Nutritionists","291051-Pharmacists","291122-Occupational Therapists","291123-Physical Therapists","291127-Speech-Language Pathologists","291131-Veterinarians","291141-Registered Nurses","291171-Nurse Practitioners","291215-Family Medicine Physicians","291216-General Internal Medicine Physicians","291229-Physicians, All Other","291292-Dental Hygienists","292031-Cardiovascular Technologists and Technicians","292034-Radiologic Technologists and Technicians","292052-Pharmacy Technicians","292055-Surgical Technologists","292061-Licensed Practical and Licensed Vocational Nurses","311131-Nursing Assistants","319011-Massage Therapists","319091-Dental Assistants","319092-Medical Assistants","319096-Veterinary Assistants and Laboratory Animal Caretakers","319097-Phlebotomists","339032-Security Guards","339099-Protective Service Workers, All Other","351011-Chefs and Head Cooks","351012-First-Line Supervisors of Food Preparation and Serving Workers","352014-Cooks, Restaurant","352021-Food Preparation Workers","353011-Bartenders","353023-Fast Food and Counter Workers","353031-Waiters and Waitresses","359011-Dining Room and Cafeteria Attendants and Bartender Helpers","359021-Dishwashers","359031-Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop","371011-First-Line Supervisors of Housekeeping and Janitorial Workers","372011-Janitors and Cleaners, Except Maids and Housekeeping Cleaners","372012-Maids and Housekeeping Cleaners","373011-Landscaping and Groundskeeping Workers","392021-Animal Caretakers","395012-Hairdressers, Hairstylists, and Cosmetologists","396012-Concierges","399011-Childcare Workers","399031-Exercise Trainers and Group Fitness Instructors","399032-Recreation Workers","411011-First-Line Supervisors of Retail Sales Workers","411012-First-Line Supervisors of Non-Retail Sales Workers","412011-Cashiers","412021-Counter and Rental Clerks","412031-Retail Salespersons","413021-Insurance Sales Agents","413031-Securities, Commodities, and Financial Services Sales Agents","413091-Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel","414011-Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products","414012-Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products","419011-Demonstrators and Product Promoters","419022-Real Estate Sales Agents","419099-Sales and Related Workers, All Other","431011-First-Line Supervisors of Office and Administrative Support Workers","433031-Bookkeeping, Accounting, and Auditing Clerks","433051-Payroll and Timekeeping Clerks","433071-Tellers","434051-Customer Service Representatives","434081-Hotel, Motel, and Resort Desk Clerks","434131-Loan Interviewers and Clerks","434171-Receptionists and Information Clerks","435061-Production, Planning, and Expediting Clerks","435071-Shipping, Receiving, and Inventory Clerks","435111-Weighers, Measurers, Checkers, and Samplers, Recordkeeping","436011-Executive Secretaries and Executive Administrative Assistants","436013-Medical Secretaries and Administrative Assistants","436014-Secretaries and Administrative Assistants, Except Legal, Medical, and Executive","439061-Office Clerks, General","471011-First-Line Supervisors of Construction Trades and Extraction Workers","472031-Carpenters","472061-Construction Laborers","472111-Electricians","472141-Painters, Construction and Maintenance","491011-First-Line Supervisors of Mechanics, Installers, and Repairers","492022-Telecommunications Equipment Installers and Repairers, Except Line Installers","493021-Automotive Body and Related Repairers","493023-Automotive Service Technicians and Mechanics","493031-Bus and Truck Mechanics and Diesel Engine Specialists","499021-Heating, Air Conditioning, and Refrigeration Mechanics and Installers","499041-Industrial Machinery Mechanics","499071-Maintenance and Repair Workers, General","511011-First-Line Supervisors of Production and Operating Workers","513011-Bakers","513021-Butchers and Meat Cutters","516011-Laundry and Dry-Cleaning Workers","519061-Inspectors, Testers, Sorters, Samplers, and Weighers","519198-Helpers--Production Workers","519199-Production Workers, All Other","533031-Driver/Sales Workers","533032-Heavy and Tractor-Trailer Truck Drivers","533033-Light Truck Drivers","536021-Parking Attendants","537051-Industrial Truck and Tractor Operators","537061-Cleaners of Vehicles and Equipment","537062-Laborers and Freight, Stock, and Material Movers, Hand","537064-Packers and Packagers, Hand","537065-Stockers and Order Fillers"]
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[5,"113031-Financial Managers",0.35667204782775402,0.115716199021365,0.14602069777613999,0.228858835638451,1,0.18293959054294401,0.115277809381995,0.221708052019115,0.14977707216606001,0.280839488686353,0.31416984219094601,0.39566600711647398,0.23273414977526199,0.25950398831294902,0.37159357767719198,0.1675683295433,0.38895652826233501,0.28756572270251302,0.27362711549791002,3.5224887596782502E-2,0.143555245326177,2.60339441380825E-2,0.12525263882318699,0.254743064682392,0.189602035692258,7.21520622155538E-2,-1.49733727656352E-2,0.73327674990084502,-1.70507233062368E-2,-1.5926019612870001E-2,-1.6890054758174899E-2,-1.56248196610402E-2,-1.5085353328128701E-2,-1.5527984371496001E-2,-1.65665980146435E-2,-1.6057078565563501E-2,-1.5815345120981698E-2,1.42499293194122E-2,-1.6546142297219901E-2,-1.6397009256057901E-2,-1.67384564401497E-2,4.2142357761639E-2,-1.5715813179302301E-2,0.196524506802986,0.155579800862442,-1.6866528116971001E-2,0.12488081975146,1.0426252679633201E-2,4.7616914830848197E-3,3.4947502285039098E-3,-1.6964246648422401E-2,-1.16736445652334E-2,3.5396851692494E-3,4.2512058451955298E-2,-1.5608751391552799E-2,-1.48250670353141E-2,2.68674794083258E-2,7.2202610593829798E-3,-1.3650748788704601E-2,3.3044345585028702E-2,-1.2334111879737299E-3,-1.3620997842299301E-2,-1.15276032209474E-2,-1.0429143623928499E-2,-1.0635525429479801E-2,-1.3428719492124E-2,-1.3598044358559699E-2,-1.6612619389152899E-2,-1.58655469857567E-2,4.81856911981649E-3,7.0245701227667406E-2,0.10574210711314699,0.131908312298568,-1.54933950984788E-2,7.2895276933406097E-2,6.5216478119565402E-6,2.3649870903068399E-3,-2.15020204768945E-3,-1.64014121792351E-2,2.2780471799283102E-3,-1.6060758000242401E-2,2.6063629188317998E-3,-1.5841769658918099E-2,-1.5957549879517401E-2,-1.3545481238038601E-2,2.1986379784933001E-2,1.21367843877514E-2,1.31219101987182E-2,-1.56945723822388E-2,1.99048871337533E-2,-1.6551716860160499E-2,4.6822759457571302E-3,5.0103172838978404E-3,3.1895710447971397E-2,1.1763986565731801E-2,-1.55273518961116E-2,3.4477557495901502E-3,-1.5193398794537899E-2,0.12971048690374701,2.5704674022338801E-2,8.0657405577794997E-3,-1.4707865765425101E-2,-1.06655058441731E-2,-1.7122799593559002E-2,-1.6200639557526899E-2,-3.5072758975321101E-3,4.0937303770116002E-3,3.24806448676868E-2,0.23731759178231701,1.1700734962442499E-3,-7.7247208415188605E-4,-1.6342217531128599E-2,1.3988880094126299E-2,3.7503653866496803E-2,7.7515314677965894E-2,-1.6165668665299401E-3,1.86843195854773E-2,0.18185702159203401,1.94342149095326E-2,1.5524175967529599E-2,-1.52075208936299E-2,-1.41765416154773E-2,-1.0303230289142201E-3,-1.4481901871160399E-2,-1.6118104585967699E-2,-1.3390454026603899E-2,4.5945606543282697E-3,3.98664700401002E-3,-1.6427766004769299E-2,7.2662535595474503E-3,2.8924596514349598E-3,0.33740528562225303,0.38714196091679698,0.21370104454736499,-1.3695738124877E-2,9.1583229061754506E-3,1.02512809578016E-2,-1.5109444029559899E-2,1.71049579404388E-2,8.3694599141575704E-2,5.6293274984565503E-3,-1.54076178569872E-2,0.17261960200731999,5.0115748409464998E-2,0.11258480842027301,4.0062704465004401E-2,0.248094530543778,-1.3060624782378599E-2,-1.6827047847234999E-2,-1.28077437122624E-2,-1.03901023605281E-2,0.228627653162192,-1.55830426663139E-2,-1.2966313396095899E-2,-1.68557856146646E-3,-1.2915354069145501E-2,-1.2588947823460799E-2,-1.3677943383147101E-2,3.4151286829458001E-3,0.257035346508659,-1.6931746594083901E-2,-1.6665387195880999E-2,-1.22778553824147E-2,4.8652406471746601E-3,1.9414140630765801E-2,2.0404337535570499E-2,4.7694330106282301E-3,-1.56362862962128E-2,1.07793415414128E-2,1.5620525872745299E-2,3.0940805640065502E-3,1.41793879146534E-2,6.2862507398186093E-2,6.84551741973001E-2,6.5441511558578594E-2]
[6,"113051-Industrial Production Managers",0.38417028042853602,0.11653994247149101,8.0605149750897206E-2,0.33070393301226803,0.18293959054294401,1,0.15811874623873101,0.24668484251662501,0.13356523180840499,0.51018991912331302,0.24037198410518801,0.35627063790806901,0.28954429788463198,0.26216948630782699,0.436581641881364,0.18985344672608701,0.18638855790126099,0.22397027488007301,0.383521128883616,0.289583770255741,0.19378202872699599,8.7209254412214499E-2,0.23266399281224201,0.27949318430143999,0.23933650382690699,8.3955361072003895E-2,-1.40510435326404E-2,0.112718947696892,-1.6000433515472999E-2,-1.4945009276447201E-2,7.3170893261283995E-2,3.2054156618430897E-2,-1.41561263208026E-2,-1.45714921943837E-2,-1.55461293547536E-2,-1.50679952648723E-2,3.2199531703359298E-2,0.10325474849202,1.22278094242386E-2,-1.5386986917920601E-2,2.78879509635836E-2,0.120347344056394,2.5191559568809599E-2,0.37322517253736498,0.21489277989119801,0.34540658032910099,0.17652665510856499,0.108718340169456,3.14887770121011E-2,0.201485154688852,-1.59192836434617E-2,0.75761359730225297,6.4017188211542106E-2,0.127238795956407,-1.46472841306817E-2,-1.3911873132925001E-2,8.8326924078943395E-2,4.0171154589586401E-2,2.02527908703698E-2,0.103584193983423,1.06041674380121E-2,-1.27819721472105E-2,-1.0817526366289401E-2,-9.7867296407859305E-3,-9.9803987479092394E-3,-1.26015377513676E-2,-1.27604325512691E-2,-1.55893159064267E-2,-1.4888261639865801E-2,3.1095585378588701E-2,9.1464060928945004E-2,0.122337212609121,0.19947378754693301,-1.45390335500599E-2,0.113462273399719,1.9070627112659399E-2,2.5632931846948401E-2,1.17981739629958E-2,-1.53911186300073E-2,3.0696651893171001E-2,-1.50714480538771E-2,2.5995701356012601E-2,-1.48659489478807E-2,-1.49745973429566E-2,-1.2711107211800601E-2,7.7523923735296693E-2,0.15381456163180701,5.6089131507472398E-2,-1.4727818723322799E-2,7.1169356768823994E-2,-1.5532164849045399E-2,2.7760449201258901E-2,3.4456480174876798E-2,0.101260030162668,5.3655704454855499E-2,-1.45708986781934E-2,2.84307086346616E-2,-1.42575164067761E-2,0.13174164240421801,8.6419415360031906E-2,3.7269772522739997E-2,-1.3801891222298201E-2,-1.00085324301849E-2,-1.6068070050453201E-2,-1.5202713192438801E-2,1.26980157568513E-2,2.80637599676259E-2,5.8032510090203202E-2,0.30803197507485902,1.90407957335798E-2,1.49626581012204E-2,-1.53355702515315E-2,5.6246239043946898E-2,0.108652658390288,0.14845422108949299,1.49584943020739E-2,6.6747207338537895E-2,0.16514743920018701,7.1036623840988494E-2,5.8778882355802302E-2,-1.42707686133578E-2,-1.3303295556664801E-2,1.9316898580377301E-2,-1.3589846243199999E-2,-1.51252622068462E-2,-1.2565629360503599E-2,-1.24063223961925E-2,-1.22005198710007E-2,-1.5415849113621601E-2,4.05238834618818E-2,2.6022035799322399E-2,0.26769174516864902,-1.4297458578468E-2,-1.16621516479525E-2,-1.28521085807701E-2,3.9311024894506399E-2,4.7518363153530099E-2,-1.41787330841444E-2,5.9574145736397598E-2,0.26587101823195097,3.6917515035128801E-2,-1.44585400117521E-2,0.232254057303972,0.14298804692592601,0.15379445270730799,0.120269391048481,0.50339208867224605,-1.22561169252303E-2,-1.5790536008691399E-2,-1.2018812813431401E-2,-9.7500932396092799E-3,0.20748328489778201,-1.46231590104997E-2,-1.2167614928050101E-2,1.5532277067587599E-2,-1.21197945917383E-2,-1.18134943052746E-2,-1.28354099588489E-2,3.0768534552449701E-2,0.45264103864649302,-1.58887855262058E-2,-1.5638833323849199E-2,-1.1521564524307399E-2,0.75588350664723802,0.220734760788693,7.4678576050318607E-2,3.41801119341308E-2,-1.4673122941355801E-2,4.9858093600191701E-2,5.9792327941468201E-2,2.2176906065831201E-2,5.33123171084397E-2,0.17369668140432701,0.187577795132438,0.18450849222142701]
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[8,"113071-Transportation, Storage, and Distribution Managers",0.419347574099109,3.5451544853731899E-2,4.19256782695476E-2,0.238828077540373,0.221708052019115,0.24668484251662501,0.12756888507269801,1,9.1298281720879698E-2,0.396531539232999,0.34727918825513399,0.43638364631738003,0.25809222759712402,0.40583470752205703,0.49951139131057798,0.19341581984935599,0.25009891048050198,0.37682258235067401,0.340918675723554,3.8697318938790602E-2,0.20245381555325501,0.18453094979857099,0.143133708779416,0.32201029672384102,0.27281663724222999,2.6573765822550499E-2,-1.49721131624582E-2,0.14849747581741601,-1.7049288950358302E-2,-1.5924679870300499E-2,-1.6888633918196699E-2,-1.56235052562769E-2,-1.50840843048247E-2,-1.5526678112795801E-2,-1.65652043847767E-2,-1.6055727797937999E-2,-1.58140146886688E-2,0.12973846123682101,-1.6544750388147001E-2,-1.6395629892485199E-2,-1.67370483530579E-2,0.114093560089872,-1.5714491119902502E-2,0.26623748452127799,0.20038142920926,-1.6865109256121499E-2,0.15912318585610599,0.111758176788277,7.2980194900979997E-2,0.158102248038963,-1.6962819567208999E-2,-1.1672662544681901E-2,0.18629353757584399,0.26303104664782201,-1.56074383384986E-2,-1.48238199080416E-2,0.186211403775773,9.1534273906889702E-2,-1.364960044846E-2,0.216273828076846,2.8461433760957298E-2,-1.3619852004789899E-2,-1.15266334858137E-2,-1.0428266294375E-2,-1.06346307384953E-2,-1.34275898296224E-2,-1.3596900451963399E-2,-1.66112218878357E-2,-1.5864212330318501E-2,7.1909614838671906E-2,2.4737988532954801E-2,0.20397960741384899,0.16805713646888401,-1.54920917495277E-2,0.23054612030279401,4.8139042340697498E-2,6.1477604546637497E-2,3.2731312979867401E-2,-1.6400032445275901E-2,7.4381119709844595E-2,-1.6059406923092399E-2,6.2062983161141103E-2,-1.5840437003697101E-2,-1.5956207484531301E-2,-1.3544341753203199E-2,0.165620483623061,0.114541203693975,0.123641648369196,-1.5693252109675999E-2,0.152427146063526,-1.6550324482139299E-2,6.3675957824690099E-2,0.10811255590972001,0.21197877719817301,0.11935731424221301,-1.5526045690617E-2,6.7058585035995905E-2,-1.51921206821385E-2,0.201049379131686,0.225178159973003,8.3051397031752003E-2,-1.47066284974604E-2,-1.0664608631149999E-2,-1.7121359174415901E-2,-1.6199276713137999E-2,3.6861382048339601E-2,6.5247619137920695E-2,0.122412374667528,0.403473838997715,4.6470491857132402E-2,3.8834240213157199E-2,-1.6340842776793402E-2,0.12285117145367901,0.22296420983297899,0.298480398293478,3.9979534510137298E-2,0.14293376731039101,0.26660763449862501,0.152736517371443,0.127143125512368,-1.5206241593239E-2,7.6280338532473804E-2,5.0180544913654999E-2,-1.4480683611928301E-2,-1.61167486846579E-2,-1.3389327583103299E-2,-1.32195777782796E-2,-1.3000284550048299E-2,-1.6426384053850499E-2,9.2361838288422801E-2,6.1737722128922999E-2,0.41189892785947702,-1.5234681130630199E-2,-1.2426625380903699E-2,-1.3694586000000101E-2,8.6708928302561494E-2,0.105933578588024,-1.5108172979676799E-2,0.12698640020058199,0.49008588993977897,0.238263811717387,0.409971701045522,0.32834153997577298,0.292381855763999,0.270568528319585,0.248789123310313,0.44196159700403098,-1.3059526085062501E-2,-1.68256323075794E-2,-1.2806666288029201E-2,1.12975380403808E-2,0.30733031774971897,-1.5581731775951501E-2,-1.2965222632524901E-2,4.1522671402667702E-2,-1.29142675924196E-2,-1.2587888804966901E-2,3.8855887740505198E-2,7.3005614038670702E-2,0.58932580307125504,-1.6930322246868499E-2,-1.6663985255584199E-2,-1.2276822533911699E-2,6.8752396255692197E-2,0.30213640860065699,0.260836503798064,0.147623631313621,9.6385505460300794E-2,0.18586256386480399,0.12956986019199401,0.44302955256909299,0.11518298375835199,0.53395171989235701,0.50810170202010496,0.52065841101244303]
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[16,"119121-Natural Sciences Managers",0.32819341696235099,0.11694813974759,9.0519372929710101E-2,0.33481648285913301,0.1675683295433,0.18985344672608701,0.16007903939965401,0.19341581984935599,0.11483903561047799,0.37819641202619297,0.197994928830249,0.31300690959232302,0.29254788878246502,0.20281982709284399,0.232598330510804,1,0.15935604402159601,0.16650043173828599,0.34508697693151902,8.18288576146637E-2,0.18419750931909201,6.6635922568669598E-2,0.20429942376451399,0.25796333679042799,0.23264456663517599,9.2258491221377706E-2,-1.4669000044334799E-2,0.10141731347701299,-1.6704123035603698E-2,-1.5602281868213099E-2,7.61983364502649E-2,3.3363871812022002E-2,-1.47787043108279E-2,-1.52123377277212E-2,-1.6229838848934398E-2,-1.5730676707035499E-2,3.3514946457390699E-2,8.9916019661281502E-2,-1.6209798947137401E-2,-1.6063697422673998E-2,2.9021120495530899E-2,0.109598100064926,2.6213970017367302E-2,0.277906519004333,0.21359081166413499,-1.6523672092332801E-2,0.17585063702853701,9.7768670956203493E-2,2.2367980805073899E-2,6.5938617845754305E-2,0.49905467520473301,1.18511131508776E-2,5.6848772652143803E-2,9.8874392853921994E-2,-1.5291462948160001E-2,-1.45237090134691E-2,6.7672311113696093E-2,2.8953477404104502E-2,2.10727182301589E-2,7.9922150765022501E-2,2.12987754679001E-2,-1.33441156565033E-2,-1.1293274722128301E-2,-1.0217144171611899E-2,-1.04193307305232E-2,-1.31557458635787E-2,-1.3321628761983E-2,-1.6274924719384899E-2,-1.55430385044306E-2,2.2131123638587699E-2,0.100070336577384,0.110443398123378,0.19928921729735499,-1.51784515715849E-2,6.4031621410268399E-2,1.24969741292959E-2,1.7656928891099401E-2,6.9453544957457604E-3,-1.6068010844993302E-2,2.0942830295358102E-2,-1.5734281347640801E-2,1.7982673520060399E-2,7.6240193183211499E-2,-1.5633171200235298E-2,-1.32701341235123E-2,5.8813563641696702E-2,3.8464701007700497E-2,4.1535781337446502E-2,-1.53755394041384E-2,5.38907683461608E-2,-1.6215260192596399E-2,1.98962991481191E-2,2.44030575587625E-2,7.7980331864140301E-2,3.9446015961169402E-2,-1.5211718109042901E-2,1.9885015367351901E-2,-1.4884553472293E-2,9.7069945953277795E-2,6.5998304057517096E-2,2.7361042367170501E-2,-1.44088901640283E-2,-1.04487017153608E-2,-1.6774734185040299E-2,-1.5871319448683498E-2,7.0397729814357197E-3,1.9880286922713802E-2,3.2747712590794099E-2,0.17577109470149299,1.29019570873242E-2,9.5213165050375397E-3,-1.60100194819724E-2,4.1955032552957301E-2,8.4869882004459704E-2,0.100482356204968,9.2106162746951794E-3,5.0548157201627503E-2,0.126027609940213,5.3632077952993899E-2,4.4174517075290701E-2,-1.4898388503013799E-2,-1.38883665584832E-2,1.2280027014199699E-2,-1.4187519573255701E-2,-1.5790462214951902E-2,-1.31182582431075E-2,-1.29519450535487E-2,-1.2737091456081E-2,-1.6093828960522801E-2,2.92013570735997E-2,1.81043110116954E-2,0.216468311977423,-1.49262522768663E-2,-1.21750461197743E-2,-1.34173366485674E-2,2.9097053669555398E-2,3.4873066256415702E-2,-1.48023053061342E-2,4.5272309846512697E-2,0.22138653362923599,2.6241314609490599E-2,-1.5094417975484799E-2,0.200915289159078,0.111967149921767,0.13426919560822001,9.3414555168202504E-2,0.31313121675190703,-1.2795133635586301E-2,-1.6484994361699E-2,-1.25473930305265E-2,-1.0178896523368799E-2,0.199296950629236,-1.5266276819585501E-2,-1.2702739373370599E-2,9.5613650314850303E-3,-1.2652815927197501E-2,-1.2333044736874301E-2,-1.33999036312165E-2,2.14047958918351E-2,0.24457225939261201,-1.6587564834377899E-2,-1.6326619883283398E-2,-1.20282760583058E-2,2.1345424948587401E-2,5.40789512129317E-2,5.63721474385191E-2,2.4134100211563099E-2,-1.53184381343121E-2,3.6598664280973497E-2,4.4873654849854401E-2,1.5658641234147602E-2,4.01023085124841E-2,0.136737392903099,0.14787246160785,0.14476198170212301]
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["key","soc_title","151221-Computer and Information Research Scientists"]
[1,"152031-Operations Research Analysts",0.647841670990282]
[2,"151242-Database Administrators",0.51044409427749404]
[3,"152051-Data Scientists",0.494011540019964]
[4,"172199-Engineers, All Other",0.38567165977510798]
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[12,"151211-Computer Systems Analysts",0.12552141060294]
[13,"173029-Engineering Technicians, Except Drafters, All Other",0.11447241178261]
[14,"119041-Architectural and Engineering Managers",8.5112112111545804E-2]
[15,"151244-Network and Computer Systems Administrators",5.7094108278266699E-2]