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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","112030-Public Relations and Fundraising Managers","113010-Administrative Services 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","119141-Property, Real Estate, and Community Association Managers","119151-Social and Community Service Managers","119199-Managers, All Other","131020-Buyers and Purchasing Agents","131051-Cost Estimators","131071-Human Resources Specialists","131111-Management Analysts","131141-Compensation, Benefits, and Job Analysis Specialists","131151-Training and Development 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","132099-Financial Specialists, All Other","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","195011-Occupational Health and Safety Specialists","211012-Educational, Guidance, and Career Counselors and Advisors","211019-Counselors, All Other","211021-Child, Family, and School Social Workers","211022-Healthcare Social Workers","211029-Social Workers, All Other","211091-Health Education Specialists","211093-Social and Human Service Assistants","231011-Lawyers","232011-Paralegals and Legal Assistants","232099-Legal Support Workers, All Other","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","271024-Graphic Designers","271026-Merchandise Displayers and Window Trimmers","272022-Coaches and Scouts","273031-Public Relations Specialists","291021-Dentists, General","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","292010-Clinical Laboratory Technologists and Technicians","292031-Cardiovascular Technologists and Technicians","292034-Radiologic Technologists and Technicians","292052-Pharmacy Technicians","292055-Surgical Technologists","292056-Veterinary Technologists and Technicians","292061-Licensed Practical and Licensed Vocational Nurses","299021-Health Information Technologists and Medical Registrars","311120-Home Health and Personal Care Aides","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","372021-Pest Control Workers","373011-Landscaping and Groundskeeping Workers","392021-Animal Caretakers","395012-Hairdressers, Hairstylists, and Cosmetologists","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","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","512090-Miscellaneous Assemblers and Fabricators","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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[6,"113021-Computer and Information Systems Managers",0.48453811366359401,0.58266908006227802,0.110825474516748,0.23139426332313101,0.29165124454798502,1,0.17018554425172999,0.26766952034368202,0.112617672488229,0.19660294843371601,8.7624553447837997E-2,0.30801780048917399,0.24075286394338899,0.35562066978656498,0.48292330590258598,0.27841868587590402,0.32682271723699002,0.24887627047874999,0.23966368102119801,0.39648630113747002,0.10202108038621201,0.20109956404474399,0.109218191735619,0.208111166545211,0.27071459867226499,0.222142868706831,8.0236631557437293E-2,2.5799197228744301E-2,0.114754579138339,0.10531851769456201,4.6377334380407899E-2,0.20077650657878399,0.14847739898398199,5.7551735954513399E-2,2.5157055941464501E-2,7.4548709130981994E-2,0.11099641929126899,7.7187864401593406E-2,0.114453085773979,0.27166305483833098,0.18874462758205801,0.100121200665493,6.7937342334516898E-2,0.13234464876678301,5.6046233987065298E-2,0.20327319023083301,0.14882096646715001,7.9595264862725695E-2,0.12455263691834401,0.166403725721634,4.2791700138243599E-2,0.18521536238050099,-1.53084463322291E-2,-1.25963462662194E-2,0.16780472520404699,-1.2567772564131999E-2,-1.4327116507054601E-2,0.200982546670742,-1.32704535007031E-2,5.95586740297184E-2,7.6284049749849106E-2,2.2850272982432699E-2,0.113064415375907,7.9459081873807999E-2,8.6075127435151708E-3,-1.2701166591108599E-2,-1.0382813961194099E-2,-9.7024991644629292E-3,-9.4123018886071302E-3,-1.14123201717023E-2,-1.22347856924754E-2,-1.42590504155865E-2,5.5385222894346803E-2,0.123715565134369,0.170101073817993,-1.12519699616467E-2,2.0378311035667101E-2,0.12458309524465799,9.2914413249718403E-3,1.9277450643889901E-2,5.0113910370234204E-3,-1.4759884541530899E-2,2.7349721764974501E-2,-1.4291801402554601E-2,8.7042546414987394E-3,-1.39852239727884E-2,-1.3862626960901099E-2,-1.2713378928174901E-2,2.2973068098353699E-2,4.5854635839604203E-2,3.4441933927558101E-2,0.124502023553028,-1.4065377369363001E-2,2.6384653739269001E-2,9.5270021378079703E-2,0.13347073673295301,-1.48610967870657E-2,-1.51522758628698E-2,3.4540864923943398E-2,2.1522510472964801E-2,8.2799876845188497E-2,8.4539629190370794E-2,3.71918672665041E-2,5.65458920325956E-2,2.2601372736854301E-2,0.123060903244587,0.157439668622991,3.4139282394594302E-2,2.6330464178553802E-2,1.6903110312820602E-2,9.6305373245708703E-2,5.8948383793093702E-2,5.4610047093104103E-2,3.8726375193039203E-2,0.104734435484288,0.221271972887433,2.98509747196734E-2,1.1631926982224801E-2,0.12393688262227,-1.44116507007544E-2,7.6951597601659094E-2,7.6973507169673203E-2,7.7284044076194403E-3,7.7345647751511107E-2,0.199531362818828,0.113958752794916,0.107543615059778,9.8558949243428798E-2,7.3059854969235005E-2,6.3061053431676298E-2,1.40614982793855E-2,8.5460860915783393E-2,6.9445591522759406E-2,1.9527709753431099E-2,4.1722745607166697E-2,5.4998162957519199E-2,0.101045532145978,7.8739340359924401E-2,0.28916921408283103,1.8439443996908701E-2,9.5017900670070404E-2,0.18016897135401899,0.117659024750913,4.7625777590043002E-2,0.11649100811669499,0.22598476424719299,2.3899945695907102E-2,2.0384710882005001E-2,0.202373867440543,0.16791651508913399,0.19652583389297701,0.181375408610016,0.28003091220476201,-1.23408514745724E-2,-1.51543281422969E-2,4.0792831025431298E-3,-9.6575962882685402E-3,0.279151134099559,6.7407692692994001E-2,1.27183414282722E-2,5.4233540866922503E-2,1.62913689487829E-2,1.5728814562755902E-2,-1.2181378456295799E-2,5.2053896898439402E-2,0.25985791452197698,3.7410935289142397E-2,6.2816687611042199E-2,5.9611131939788398E-2,1.7305085890378701E-3,1.26576703323397E-2,5.1469181398913502E-2,4.1281273376891497E-2,0.128907592034428,4.6018468652611999E-2,0.139930582658678,0.14936926774854101,1.4694920730809099E-2,0.10732921764381299,0.161422520771978,0.15210346854829199,0.19098735717786]
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[2,"131161-Market Research Analysts and Marketing Specialists",0.35477213419675802]
[3,"119041-Architectural and Engineering Managers",0.340600681541124]
[4,"119199-Managers, All Other",0.33679213413290898]
[5,"111021-General and Operations Managers",0.336764212658273]
[6,"112030-Public Relations and Fundraising Managers",0.27155042512557998]
[7,"119021-Construction Managers",0.24807358938149199]
[8,"151299-Computer Occupations, All Other",0.196365580890176]
[9,"172051-Civil Engineers",0.19110378916465101]
[10,"119033-Education Administrators, Postsecondary",0.189553164435246]
[11,"113010-Administrative Services Managers",0.18393306321237199]
[12,"152031-Operations Research Analysts",0.18271590001403601]
[13,"113051-Industrial Production Managers",0.17388078700054199]
[14,"131111-Management Analysts",0.17076978548670799]
[15,"172141-Mechanical Engineers",0.170402289013773]