metadata
license: cc
task_categories:
- text-classification
- zero-shot-classification
- feature-extraction
- text2text-generation
- sentence-similarity
task_ids:
- multi-label-classification
- multi-class-classification
annotations_creators:
- expert-generated
language_creators:
- expert-generated
language:
- en
multilinguality:
- monolingual
source_datasets:
- original
pretty_name: Multilingual classification of European Skills, Competences, and Occupations
size_categories:
- n<1K
dataset_info:
- config_name: esco_en
features:
- name: ISCO_CODE_1
dtype:
class_label:
names:
'0': '0'
'1': '1'
'2': '2'
'3': '3'
'4': '4'
'5': '5'
'6': '6'
'7': '7'
'8': '8'
'9': '9'
- name: ISCO_LABEL_1
dtype:
class_label:
names:
'0': Armed Forces Occupations
'1': Managers
'2': Professionals
'3': Technicians and Associate Professionals
'4': Clerical Support Workers
'5': Services And Sales Workers
'6': Skilled Agricultural, Forestry and Fishery Workers
'7': Craft and Related Trades Workers
'8': Plant and Machine Operators and Assemblers
'9': Elementary Occupations
- name: ISCO_DEFINITION_1
dtype: string
- name: ISCO_CODE_2
dtype:
class_label:
names:
'0': '01'
'1': '02'
'2': '03'
'3': '11'
'4': '12'
'5': '13'
'6': '14'
'7': '21'
'8': '22'
'9': '23'
'10': '24'
'11': '25'
'12': '26'
'13': '31'
'14': '32'
'15': '33'
'16': '34'
'17': '35'
'18': '41'
'19': '42'
'20': '43'
'21': '44'
'22': '51'
'23': '52'
'24': '53'
'25': '54'
'26': '61'
'27': '62'
'28': '63'
'29': '71'
'30': '72'
'31': '73'
'32': '74'
'33': '75'
'34': '81'
'35': '82'
'36': '83'
'37': '91'
'38': '92'
'39': '93'
'40': '94'
'41': '95'
'42': '96'
- name: ISCO_LABEL_2
dtype:
class_label:
names:
'0': Commissioned Armed Forces Officers
'1': Non-commissioned Armed Forces Officers
'2': Armed Forces Occupations, Other Ranks
'3': Chief Executives, Senior Officials and Legislators
'4': Administrative and Commercial Managers
'5': Production and Specialized Services Managers
'6': Hospitality, Retail and Other Services Managers
'7': Science and Engineering Professionals
'8': Health Professionals
'9': Teaching Professionals
'10': Business and Administration Professionals
'11': Information and Communications Technology Professionals
'12': Legal, Social and Cultural Professionals
'13': Science and Engineering Associate Professionals
'14': Health Associate Professionals
'15': Business and Administration Associate Professionals
'16': Legal, Social, Cultural and Related Associate Professionals
'17': Information and Communications Technicians
'18': General and Keyboard Clerks
'19': Customer Services Clerks
'20': Numerical and Material Recording Clerks
'21': Other Clerical Support Workers
'22': Personal Services Workers
'23': Sales Workers
'24': Personal Care Workers
'25': Protective Services Workers
'26': Market-oriented Skilled Agricultural Workers
'27': Market-oriented Skilled Forestry, Fishery and Hunting Workers
'28': Building and Related Trades Workers (excluding Electricians)
'29': Metal, Machinery and Related Trades Workers
'30': Handicraft and Printing Workers
'31': Electrical and Electronics Trades Workers
'32': >-
Food Processing, Woodworking, Garment and Other Craft and
Related Trades Workers
'33': Stationary Plant and Machine Operators
'34': Assemblers
'35': Drivers and Mobile Plant Operators
'36': Cleaners and Helpers
'37': Agricultural, Forestry and Fishery Labourers
'38': Labourers in Mining, Construction, Manufacturing and Transport
'39': Food Preparation Assistants
'40': Street and Related Sales and Services Workers
'41': Refuse Workers and Other Elementary Workers
'42': Subsistence Farmers, Fishers, Hunters and Gatherers
- name: ISCO_DEFINITION_2
dtype: string
- name: ISCO_CODE_3
dtype:
class_label:
names:
'0': '011'
'1': '021'
'2': '031'
'3': '111'
'4': '112'
'5': '121'
'6': '122'
'7': '131'
'8': '132'
'9': '133'
'10': '134'
'11': '141'
'12': '142'
'13': '143'
'14': '211'
'15': '212'
'16': '213'
'17': '214'
'18': '215'
'19': '216'
'20': '221'
'21': '222'
'22': '223'
'23': '225'
'24': '226'
'25': '231'
'26': '232'
'27': '233'
'28': '234'
'29': '235'
'30': '241'
'31': '242'
'32': '243'
'33': '251'
'34': '252'
'35': '261'
'36': '262'
'37': '263'
'38': '264'
'39': '265'
'40': '311'
'41': '312'
'42': '313'
'43': '314'
'44': '315'
'45': '321'
'46': '322'
'47': '323'
'48': '324'
'49': '325'
'50': '331'
'51': '332'
'52': '333'
'53': '334'
'54': '335'
'55': '341'
'56': '342'
'57': '343'
'58': '351'
'59': '352'
'60': '411'
'61': '412'
'62': '413'
'63': '421'
'64': '422'
'65': '431'
'66': '432'
'67': '441'
'68': '511'
'69': '512'
'70': '513'
'71': '514'
'72': '515'
'73': '516'
'74': '521'
'75': '522'
'76': '523'
'77': '524'
'78': '531'
'79': '532'
'80': '541'
'81': '611'
'82': '612'
'83': '613'
'84': '621'
'85': '622'
'86': '711'
'87': '712'
'88': '713'
'89': '721'
'90': '722'
'91': '723'
'92': '731'
'93': '732'
'94': '741'
'95': '742'
'96': '751'
'97': '752'
'98': '753'
'99': '754'
'100': '811'
'101': '812'
'102': '813'
'103': '814'
'104': '815'
'105': '816'
'106': '817'
'107': '818'
'108': '821'
'109': '831'
'110': '832'
'111': '833'
'112': '834'
'113': '835'
'114': '911'
'115': '912'
'116': '921'
'117': '931'
'118': '932'
'119': '933'
'120': '941'
'121': '951'
'122': '952'
'123': '961'
'124': '962'
'125': '224'
'126': '631'
'127': '632'
'128': '633'
'129': '634'
- name: ISCO_LABEL_3
dtype:
class_label:
names:
'0': Commissioned Armed Forces Officers
'1': Non-commissioned Armed Forces Officers
'2': Armed Forces Occupations, Other Ranks
'3': Legislators and Senior Officials
'4': Managing Directors and Chief Executives
'5': Business Services and Administration Managers
'6': Sales, Marketing and Development Managers
'7': Production Managers in Agriculture, Forestry and Fisheries
'8': Manufacturing, Mining, Construction and Distribution Managers
'9': Information and Communications Technology Services Managers
'10': Professional Services Managers
'11': Hotel and Restaurant Managers
'12': Retail and Wholesale Trade Managers
'13': Other Services Managers
'14': Physical and Earth Science Professionals
'15': Mathematicians, Actuaries and Statisticians
'16': Life Science Professionals
'17': Engineering Professionals (excluding Electrotechnology)
'18': Electrotechnology Engineers
'19': Architects, Planners, Surveyors and Designers
'20': Medical Doctors
'21': Nursing and Midwifery Professionals
'22': Traditional and Complementary Medicine Professionals
'23': Veterinarians
'24': Other Health Professionals
'25': University and Higher Education Teachers
'26': Vocational Education Teachers
'27': Secondary Education Teachers
'28': Primary School and Early Childhood Teachers
'29': Other Teaching Professionals
'30': Finance Professionals
'31': Administration Professionals
'32': Sales, Marketing and Public Relations Professionals
'33': Software and Applications Developers and Analysts
'34': Database and Network Professionals
'35': Legal Professionals
'36': Librarians, Archivists and Curators
'37': Social and Religious Professionals
'38': Authors, Journalists and Linguists
'39': Creative and Performing Artists
'40': Physical and Engineering Science Technicians
'41': Mining, Manufacturing and Construction Supervisors
'42': Process Control Technicians
'43': Life Science Technicians and Related Associate Professionals
'44': Ship and Aircraft Controllers and Technicians
'45': Medical and Pharmaceutical Technicians
'46': Nursing and Midwifery Associate Professionals
'47': Traditional and Complementary Medicine Associate Professionals
'48': Veterinary Technicians and Assistants
'49': Other Health Associate Professionals
'50': Financial and Mathematical Associate Professionals
'51': Sales and Purchasing Agents and Brokers
'52': Business Services Agents
'53': Administrative and Specialized Secretaries
'54': Government Regulatory Associate Professionals
'55': Legal, Social and Religious Associate Professionals
'56': Sports and Fitness Workers
'57': Artistic, Cultural and Culinary Associate Professionals
'58': >-
Information and Communications Technology Operations and User
Support Technicians
'59': Telecommunications and Broadcasting Technicians
'60': General Office Clerks
'61': Secretaries (general)
'62': Keyboard Operators
'63': Tellers, Money Collectors and Related Clerks
'64': Client Information Workers
'65': Numerical Clerks
'66': Material Recording and Transport Clerks
'67': Other Clerical Support Workers
'68': Travel Attendants, Conductors and Guides
'69': Cooks
'70': Waiters and Bartenders
'71': Hairdressers, Beauticians and Related Workers
'72': Building and Housekeeping Supervisors
'73': Other Personal Services Workers
'74': Street and Market Salespersons
'75': Shop Salespersons
'76': Cashiers and Ticket Clerks
'77': Other Sales Workers
'78': Child Care Workers and Teachers’ Aides
'79': Personal Care Workers in Health Services
'80': Protective Services Workers
'81': Market Gardeners and Crop Growers
'82': Animal Producers
'83': Mixed Crop and Animal Producers
'84': Forestry and Related Workers
'85': Fishery Workers, Hunters and Trappers
'86': Building Frame and Related Trades Workers
'87': Building Finishers and Related Trades Workers
'88': Painters, Building Structure Cleaners and Related Trades Workers
'89': >-
Sheet and Structural Metal Workers, Moulders and Welders, and
Related Workers
'90': Blacksmiths, Toolmakers and Related Trades Workers
'91': Machinery Mechanics and Repairers
'92': Handicraft Workers
'93': Printing Trades Workers
'94': Electrical Equipment Installers and Repairers
'95': Electronics and Telecommunications Installers and Repairers
'96': Food Processing and Related Trades Workers
'97': Wood Treaters, Cabinet-makers and Related Trades Workers
'98': Garment and Related Trades Workers
'99': Other Craft and Related Workers
'100': Mining and Mineral Processing Plant Operators
'101': Metal Processing and Finishing Plant Operators
'102': Chemical and Photographic Products Plant and Machine Operators
'103': Rubber, Plastic and Paper Products Machine Operators
'104': Textile, Fur and Leather Products Machine Operators
'105': Food and Related Products Machine Operators
'106': Wood Processing and Papermaking Plant Operators
'107': Other Stationary Plant and Machine Operators
'108': Assemblers
'109': Locomotive Engine Drivers and Related Workers
'110': Car, Van and Motorcycle Drivers
'111': Heavy Truck and Bus Drivers
'112': Mobile Plant Operators
'113': Ships’ Deck Crews and Related Workers
'114': Domestic, Hotel and Office Cleaners and Helpers
'115': Vehicle, Window, Laundry and Other Hand Cleaning Workers
'116': Agricultural, Forestry and Fishery Labourers
'117': Mining and Construction Labourers
'118': Manufacturing Labourers
'119': Transport and Storage Labourers
'120': Food Preparation Assistants
'121': Street and Related Services Workers
'122': Street Vendors (excluding Food)
'123': Refuse Workers
'124': Other Elementary Workers
'125': Paramedical Practitioners
'126': Subsistence Crop Farmers
'127': Subsistence Livestock Farmers
'128': Subsistence Mixed Crop and Livestock Farmers
'129': Subsistence Fishers, Hunters, Trappers and Gatherers
- name: ISCO_CODE_4
dtype:
class_label:
names:
'0': '0110'
'1': '0210'
'2': '0310'
'3': '1111'
'4': '1112'
'5': '1114'
'6': '1120'
'7': '1211'
'8': '1212'
'9': '1213'
'10': '1219'
'11': '1221'
'12': '1222'
'13': '1223'
'14': '1311'
'15': '1312'
'16': '1321'
'17': '1322'
'18': '1323'
'19': '1324'
'20': '1330'
'21': '1341'
'22': '1342'
'23': '1343'
'24': '1344'
'25': '1345'
'26': '1346'
'27': '1349'
'28': '1411'
'29': '1412'
'30': '1420'
'31': '1431'
'32': '1439'
'33': '2111'
'34': '2112'
'35': '2113'
'36': '2114'
'37': '2120'
'38': '2131'
'39': '2132'
'40': '2133'
'41': '2141'
'42': '2142'
'43': '2143'
'44': '2144'
'45': '2145'
'46': '2146'
'47': '2149'
'48': '2151'
'49': '2152'
'50': '2153'
'51': '2161'
'52': '2162'
'53': '2163'
'54': '2164'
'55': '2165'
'56': '2166'
'57': '2211'
'58': '2212'
'59': '2221'
'60': '2222'
'61': '2230'
'62': '2250'
'63': '2261'
'64': '2262'
'65': '2263'
'66': '2264'
'67': '2265'
'68': '2266'
'69': '2267'
'70': '2269'
'71': '2310'
'72': '2320'
'73': '2330'
'74': '2341'
'75': '2342'
'76': '2351'
'77': '2352'
'78': '2353'
'79': '2354'
'80': '2355'
'81': '2356'
'82': '2359'
'83': '2411'
'84': '2412'
'85': '2413'
'86': '2421'
'87': '2422'
'88': '2423'
'89': '2424'
'90': '2431'
'91': '2432'
'92': '2433'
'93': '2434'
'94': '2511'
'95': '2512'
'96': '2513'
'97': '2514'
'98': '2519'
'99': '2521'
'100': '2522'
'101': '2523'
'102': '2529'
'103': '2611'
'104': '2612'
'105': '2619'
'106': '2621'
'107': '2622'
'108': '2631'
'109': '2632'
'110': '2633'
'111': '2634'
'112': '2635'
'113': '2636'
'114': '2641'
'115': '2642'
'116': '2643'
'117': '2651'
'118': '2652'
'119': '2653'
'120': '2654'
'121': '2655'
'122': '2656'
'123': '2659'
'124': '3111'
'125': '3112'
'126': '3113'
'127': '3114'
'128': '3115'
'129': '3116'
'130': '3117'
'131': '3118'
'132': '3119'
'133': '3121'
'134': '3122'
'135': '3123'
'136': '3131'
'137': '3132'
'138': '3133'
'139': '3134'
'140': '3135'
'141': '3139'
'142': '3141'
'143': '3142'
'144': '3143'
'145': '3151'
'146': '3152'
'147': '3153'
'148': '3154'
'149': '3155'
'150': '3211'
'151': '3212'
'152': '3213'
'153': '3214'
'154': '3222'
'155': '3230'
'156': '3240'
'157': '3251'
'158': '3252'
'159': '3253'
'160': '3254'
'161': '3255'
'162': '3256'
'163': '3257'
'164': '3258'
'165': '3259'
'166': '3311'
'167': '3312'
'168': '3313'
'169': '3314'
'170': '3315'
'171': '3321'
'172': '3322'
'173': '3323'
'174': '3324'
'175': '3331'
'176': '3332'
'177': '3333'
'178': '3334'
'179': '3339'
'180': '3341'
'181': '3342'
'182': '3343'
'183': '3344'
'184': '3351'
'185': '3352'
'186': '3353'
'187': '3354'
'188': '3355'
'189': '3359'
'190': '3411'
'191': '3412'
'192': '3413'
'193': '3421'
'194': '3422'
'195': '3423'
'196': '3431'
'197': '3432'
'198': '3433'
'199': '3434'
'200': '3435'
'201': '3511'
'202': '3512'
'203': '3513'
'204': '3514'
'205': '3521'
'206': '3522'
'207': '4110'
'208': '4120'
'209': '4131'
'210': '4132'
'211': '4211'
'212': '4212'
'213': '4213'
'214': '4214'
'215': '4221'
'216': '4222'
'217': '4223'
'218': '4224'
'219': '4225'
'220': '4226'
'221': '4227'
'222': '4229'
'223': '4311'
'224': '4312'
'225': '4313'
'226': '4321'
'227': '4322'
'228': '4323'
'229': '4411'
'230': '4412'
'231': '4413'
'232': '4415'
'233': '4416'
'234': '4419'
'235': '5111'
'236': '5112'
'237': '5113'
'238': '5120'
'239': '5131'
'240': '5132'
'241': '5141'
'242': '5142'
'243': '5151'
'244': '5152'
'245': '5153'
'246': '5161'
'247': '5162'
'248': '5163'
'249': '5164'
'250': '5165'
'251': '5169'
'252': '5211'
'253': '5212'
'254': '5221'
'255': '5222'
'256': '5223'
'257': '5230'
'258': '5241'
'259': '5242'
'260': '5243'
'261': '5244'
'262': '5245'
'263': '5246'
'264': '5249'
'265': '5311'
'266': '5312'
'267': '5321'
'268': '5322'
'269': '5329'
'270': '5411'
'271': '5412'
'272': '5413'
'273': '5414'
'274': '5419'
'275': '6111'
'276': '6112'
'277': '6113'
'278': '6114'
'279': '6121'
'280': '6122'
'281': '6123'
'282': '6129'
'283': '6130'
'284': '6210'
'285': '6221'
'286': '6222'
'287': '6223'
'288': '6224'
'289': '7111'
'290': '7112'
'291': '7113'
'292': '7114'
'293': '7115'
'294': '7119'
'295': '7121'
'296': '7122'
'297': '7123'
'298': '7124'
'299': '7125'
'300': '7126'
'301': '7127'
'302': '7131'
'303': '7132'
'304': '7133'
'305': '7211'
'306': '7212'
'307': '7213'
'308': '7214'
'309': '7215'
'310': '7221'
'311': '7222'
'312': '7223'
'313': '7224'
'314': '7231'
'315': '7232'
'316': '7233'
'317': '7234'
'318': '7311'
'319': '7312'
'320': '7313'
'321': '7314'
'322': '7315'
'323': '7316'
'324': '7317'
'325': '7318'
'326': '7319'
'327': '7321'
'328': '7322'
'329': '7323'
'330': '7411'
'331': '7412'
'332': '7413'
'333': '7421'
'334': '7422'
'335': '7511'
'336': '7512'
'337': '7513'
'338': '7514'
'339': '7515'
'340': '7516'
'341': '7521'
'342': '7522'
'343': '7523'
'344': '7531'
'345': '7532'
'346': '7533'
'347': '7534'
'348': '7535'
'349': '7536'
'350': '7541'
'351': '7542'
'352': '7543'
'353': '7544'
'354': '8111'
'355': '8112'
'356': '8113'
'357': '8114'
'358': '8121'
'359': '8122'
'360': '8131'
'361': '8132'
'362': '8141'
'363': '8142'
'364': '8143'
'365': '8151'
'366': '8152'
'367': '8153'
'368': '8154'
'369': '8155'
'370': '8156'
'371': '8157'
'372': '8159'
'373': '8160'
'374': '8171'
'375': '8172'
'376': '8181'
'377': '8182'
'378': '8183'
'379': '8189'
'380': '8211'
'381': '8212'
'382': '8219'
'383': '8311'
'384': '8312'
'385': '8321'
'386': '8322'
'387': '8331'
'388': '8332'
'389': '8341'
'390': '8342'
'391': '8343'
'392': '8344'
'393': '8350'
'394': '9111'
'395': '9112'
'396': '9121'
'397': '9122'
'398': '9123'
'399': '9129'
'400': '9211'
'401': '9212'
'402': '9213'
'403': '9214'
'404': '9215'
'405': '9216'
'406': '9311'
'407': '9312'
'408': '9313'
'409': '9321'
'410': '9329'
'411': '9331'
'412': '9332'
'413': '9333'
'414': '9334'
'415': '9411'
'416': '9412'
'417': '9510'
'418': '9520'
'419': '9611'
'420': '9612'
'421': '9613'
'422': '9621'
'423': '9622'
'424': '9623'
'425': '9629'
'426': '1113'
'427': '2240'
'428': '3221'
'429': '4414'
'430': '6310'
'431': '6320'
'432': '6330'
'433': '6340'
'434': '7549'
'435': '9624'
- name: ISCO_LABEL_4
dtype:
class_label:
names:
'0': Commissioned Armed Forces Officers
'1': Non-commissioned Armed Forces Officers
'2': Armed Forces Occupations, Other Ranks
'3': Legislators
'4': Senior Government Officials
'5': Senior Officials of Special-interest Organizations
'6': Managing Directors and Chief Executives
'7': Finance Managers
'8': Human Resource Managers
'9': Policy and Planning Managers
'10': >-
Business Services and Administration Managers Not Elsewhere
Classified
'11': Sales and Marketing Managers
'12': Advertising and Public Relations Managers
'13': Research and Development Managers
'14': Agricultural and Forestry Production Managers
'15': Aquaculture and Fisheries Production Managers
'16': Manufacturing Managers
'17': Mining Managers
'18': Construction Managers
'19': Supply, Distribution and Related Managers
'20': Information and Communications Technology Services Managers
'21': Child Care Services Managers
'22': Health Services Managers
'23': Aged Care Services Managers
'24': Social Welfare Managers
'25': Education Managers
'26': Financial and Insurance Services Branch Managers
'27': Professional Services Managers Not Elsewhere Classified
'28': Hotel Managers
'29': Restaurant Managers
'30': Retail and Wholesale Trade Managers
'31': Sports, Recreation and Cultural Centre Managers
'32': Services Managers Not Elsewhere Classified
'33': Physicists and Astronomers
'34': Meteorologists
'35': Chemists
'36': Geologists and Geophysicists
'37': Mathematicians, Actuaries and Statisticians
'38': Biologists, Botanists, Zoologists and Related Professionals
'39': Farming, Forestry and Fisheries Advisers
'40': Environmental Protection Professionals
'41': Industrial and Production Engineers
'42': Civil Engineers
'43': Environmental Engineers
'44': Mechanical Engineers
'45': Chemical Engineers
'46': Mining Engineers, Metallurgists and Related Professionals
'47': Engineering Professionals Not Elsewhere Classified
'48': Electrical Engineers
'49': Electronics Engineers
'50': Telecommunications Engineers
'51': Building Architects
'52': Landscape Architects
'53': Product and Garment Designers
'54': Town and Traffic Planners
'55': Cartographers and Surveyors
'56': Graphic and Multimedia Designers
'57': Generalist Medical Practitioners
'58': Specialist Medical Practitioners
'59': Nursing Professionals
'60': Midwifery Professionals
'61': Traditional and Complementary Medicine Professionals
'62': Veterinarians
'63': Dentists
'64': Pharmacists
'65': Environmental and Occupational Health and Hygiene Professionals
'66': Physiotherapists
'67': Dieticians and Nutritionists
'68': Audiologists and Speech Therapists
'69': Optometrists and Ophthalmic Opticians
'70': Health Professionals Not Elsewhere Classified
'71': University and Higher Education Teachers
'72': Vocational Education Teachers
'73': Secondary Education Teachers
'74': Primary School Teachers
'75': Early Childhood Educators
'76': Education Methods specialists
'77': Special Needs Teachers
'78': Other Language Teachers
'79': Other Music Teachers
'80': Other Arts Teachers
'81': Information Technology Trainers
'82': Teaching Professionals Not Elsewhere Classified
'83': Accountants
'84': Financial and Investment Advisers
'85': Financial Analysts
'86': Management and Organization Analysts
'87': Policy Administration Professionals
'88': Personnel and Careers Professionals
'89': Training and Staff Development Professionals
'90': Advertising and Marketing Professionals
'91': Public Relations Professionals
'92': Technical and Medical Sales Professionals (excluding ICT)
'93': Information and Communications Technology Sales Professionals
'94': Systems Analysts
'95': Software Developers
'96': Web and Multimedia Developers
'97': Applications Programmers
'98': >-
Software and Applications Developers and Analysts Not Elsewhere
Classified
'99': Database Designers and Administrators
'100': Systems Administrators
'101': Computer Network Professionals
'102': Database and Network Professionals Not Elsewhere Classified
'103': Lawyers
'104': Judges
'105': Legal Professionals Not Elsewhere Classified
'106': Archivists and Curators
'107': Librarians and Related Information Professionals
'108': Economists
'109': Sociologists, Anthropologists and Related Professionals
'110': Philosophers, Historians and Political Scientists
'111': Psychologists
'112': Social Work and Counselling Professionals
'113': Religious Professionals
'114': Authors and Related Writers
'115': Journalists
'116': Translators, Interpreters and Other Linguists
'117': Visual Artists
'118': Musicians, Singers and Composers
'119': Dancers and Choreographers
'120': Film, Stage and Related Directors and Producers
'121': Actors
'122': Announcers on Radio, Television and Other Media
'123': Creative and Performing Artists Not Elsewhere Classified
'124': Chemical and Physical Science Technicians
'125': Civil Engineering Technicians
'126': Electrical Engineering Technicians
'127': Electronics Engineering Technicians
'128': Mechanical Engineering Technicians
'129': Chemical Engineering Technicians
'130': Mining and Metallurgical Technicians
'131': Draughtspersons
'132': >-
Physical and Engineering Science Technicians Not Elsewhere
Classified
'133': Mining Supervisors
'134': Manufacturing Supervisors
'135': Construction Supervisors
'136': Power Production Plant Operators
'137': Incinerator and Water Treatment Plant Operators
'138': Chemical Processing Plant Controllers
'139': Petroleum and Natural Gas Refining Plant Operators
'140': Metal Production Process Controllers
'141': Process Control Technicians Not Elsewhere Classified
'142': Life Science Technicians (excluding Medical)
'143': Agricultural Technicians
'144': Forestry Technicians
'145': Ships’ Engineers
'146': Ships’ Deck Officers and Pilots
'147': Aircraft Pilots and Related Associate Professionals
'148': Air Traffic Controllers
'149': Air Traffic Safety Electronics Technicians
'150': Medical Imaging and Therapeutic Equipment Technicians
'151': Medical and Pathology Laboratory Technicians
'152': Pharmaceutical Technicians and Assistants
'153': Medical and Dental Prosthetic Technicians
'154': Midwifery Associate Professionals
'155': Traditional and Complementary Medicine Associate Professionals
'156': Veterinary Technicians and Assistants
'157': Dental Assistants and Therapists
'158': Medical Records and Health Information Technicians
'159': Community Health Workers
'160': Dispensing Opticians
'161': Physiotherapy Technicians and Assistants
'162': Medical Assistants
'163': Environmental and Occupational Health Inspectors and Associates
'164': Ambulance Workers
'165': Health Associate Professionals Not Elsewhere Classified
'166': Securities and Finance Dealers and Brokers
'167': Credit and Loans Officers
'168': Accounting Associate Professionals
'169': Statistical, Mathematical and Related Associate Professionals
'170': Valuers and Loss Assessors
'171': Insurance Representatives
'172': Commercial Sales Representatives
'173': Buyers
'174': Trade Brokers
'175': Clearing and Forwarding Agents
'176': Conference and Event Planners
'177': Employment Agents and Contractors
'178': Real Estate Agents and Property Managers
'179': Business Services Agents Not Elsewhere Classified
'180': Office Supervisors
'181': Legal Secretaries
'182': Administrative and Executive Secretaries
'183': Medical Secretaries
'184': Customs and Border Inspectors
'185': Government Tax and Excise Officials
'186': Government Social Benefits Officials
'187': Government Licensing Officials
'188': Police Inspectors and Detectives
'189': >-
Government Regulatory Associate Professionals Not Elsewhere
Classified
'190': Legal and Related Associate Professionals
'191': Social Work Associate Professionals
'192': Religious Associate Professionals
'193': Athletes and Sports Players
'194': Sports Coaches, Instructors and Officials
'195': Fitness and Recreation Instructors and Programme Leaders
'196': Photographers
'197': Interior Designers and Decorators
'198': Gallery, Museum and Library Technicians
'199': Chefs
'200': Other Artistic and Cultural Associate Professionals
'201': Information and Communications Technology Operations Technicians
'202': >-
Information and Communications Technology User Support
Technicians
'203': Computer Network and Systems Technicians
'204': Web Technicians
'205': Broadcasting and Audiovisual Technicians
'206': Telecommunications Engineering Technicians
'207': General Office Clerks
'208': Secretaries (general)
'209': Typists and Word Processing Operators
'210': Data Entry Clerks
'211': Bank Tellers and Related Clerks
'212': Bookmakers, Croupiers and Related Gaming Workers
'213': Pawnbrokers and Money-lenders
'214': Debt Collectors and Related Workers
'215': Travel Consultants and Clerks
'216': Contact Centre Information Clerks
'217': Telephone Switchboard Operators
'218': Hotel Receptionists
'219': Inquiry Clerks
'220': Receptionists (general)
'221': Survey and Market Research Interviewers
'222': Client Information Workers Not Elsewhere Classified
'223': Accounting and Bookkeeping Clerks
'224': Statistical, Finance and Insurance Clerks
'225': Payroll Clerks
'226': Stock Clerks
'227': Production Clerks
'228': Transport Clerks
'229': Library Clerks
'230': Mail Carriers and Sorting Clerks
'231': Coding, Proofreading and Related Clerks
'232': Filing and Copying Clerks
'233': Personnel Clerks
'234': Clerical Support Workers Not Elsewhere Classified
'235': Travel Attendants and Travel Stewards
'236': Transport Conductors
'237': Travel Guides
'238': Cooks
'239': Waiters
'240': Bartenders
'241': Hairdressers
'242': Beauticians and Related Workers
'243': >-
Cleaning and Housekeeping Supervisors in Offices, Hotels and
Other Establishments
'244': Domestic Housekeepers
'245': Building Caretakers
'246': Astrologers, Fortune-tellers and Related Workers
'247': Companions and Valets
'248': Undertakers and Embalmers
'249': Pet Groomers and Animal Care Workers
'250': Driving Instructors
'251': Personal Services Workers Not Elsewhere Classified
'252': Stall and Market Salespersons
'253': Street Food Salespersons
'254': Shopkeepers
'255': Shop Supervisors
'256': Shop Sales Assistants
'257': Cashiers and Ticket Clerks
'258': Fashion and Other Models
'259': Sales Demonstrators
'260': Door-to-door Salespersons
'261': Contact Centre Salespersons
'262': Service Station Attendants
'263': Food Service Counter Attendants
'264': Sales Workers Not Elsewhere Classified
'265': Child Care Workers
'266': Teachers’ Aides
'267': Health Care Assistants
'268': Home-based Personal Care Workers
'269': >-
Personal Care Workers in Health Services Not Elsewhere
Classified
'270': Firefighters
'271': Police Officers
'272': Prison Guards
'273': Security Guards
'274': Protective Services Workers Not Elsewhere Classified
'275': Field Crop and Vegetable Growers
'276': Tree and Shrub Crop Growers
'277': Gardeners; Horticultural and Nursery Growers
'278': Mixed Crop Growers
'279': Livestock and Dairy Producers
'280': Poultry Producers
'281': Apiarists and Sericulturists
'282': Animal Producers Not Elsewhere Classified
'283': Mixed Crop and Animal Producers
'284': Forestry and Related Workers
'285': Aquaculture Workers
'286': Inland and Coastal Waters Fishery Workers
'287': Deep-sea Fishery Workers
'288': Hunters and Trappers
'289': House Builders
'290': Bricklayers and Related Workers
'291': Stonemasons, Stone Cutters, Splitters and Carvers
'292': Concrete Placers, Concrete Finishers and Related Workers
'293': Carpenters and Joiners
'294': >-
Building Frame and Related Trades Workers Not Elsewhere
Classified
'295': Roofers
'296': Floor Layers and Tile Setters
'297': Plasterers
'298': Insulation Workers
'299': Glaziers
'300': Plumbers and Pipe Fitters
'301': Air Conditioning and Refrigeration Mechanics
'302': Painters and Related Workers
'303': Spray Painters and Varnishers
'304': Building Structure Cleaners
'305': Metal Moulders and Coremakers
'306': Welders and Flame Cutters
'307': Sheet Metal Workers
'308': Structural Metal Preparers and Erectors
'309': Riggers and Cable Splicers
'310': Blacksmiths, Hammersmiths and Forging Press Workers
'311': Toolmakers and Related Workers
'312': Metal Working Machine Tool Setters and Operators
'313': Metal Polishers, Wheel Grinders and Tool Sharpeners
'314': Motor Vehicle Mechanics and Repairers
'315': Aircraft Engine Mechanics and Repairers
'316': Agricultural and Industrial Machinery Mechanics and Repairers
'317': Bicycle and Related Repairers
'318': Precision-instrument Makers and Repairers
'319': Musical Instrument Makers and Tuners
'320': Jewellery and Precious Metal Workers
'321': Potters and Related Workers
'322': Glass Makers, Cutters, Grinders and Finishers
'323': Signwriters, Decorative Painters, Engravers and Etchers
'324': Handicraft Workers in Wood, Basketry and Related Materials
'325': Handicraft Workers in Textile, Leather and Related Materials
'326': Handicraft Workers Not Elsewhere Classified
'327': Pre-press Technicians
'328': Printers
'329': Print Finishing and Binding Workers
'330': Building and Related Electricians
'331': Electrical Mechanics and Fitters
'332': Electrical Line Installers and Repairers
'333': Electronics Mechanics and Servicers
'334': >-
Information and Communications Technology Installers and
Servicers
'335': Butchers, Fishmongers and Related Food Preparers
'336': Bakers, Pastry-cooks and Confectionery Makers
'337': Dairy Products Makers
'338': Fruit, Vegetable and Related Preservers
'339': Food and Beverage Tasters and Graders
'340': Tobacco Preparers and Tobacco Products Makers
'341': Wood Treaters
'342': Cabinet-makers and Related Workers
'343': Woodworking Machine Tool Setters and Operators
'344': Tailors, Dressmakers, Furriers and Hatters
'345': Garment and Related Patternmakers and Cutters
'346': Sewing, Embroidery and Related Workers
'347': Upholsterers and Related Workers
'348': Pelt Dressers, Tanners and Fellmongers
'349': Shoemakers and Related Workers
'350': Underwater Divers
'351': Shotfirers and Blasters
'352': Product Graders and Testers (excluding Foods and Beverages)
'353': Fumigators and Other Pest and Weed Controllers
'354': Miners and Quarriers
'355': Mineral and Stone Processing Plant Operators
'356': Well Drillers and Borers and Related Workers
'357': Cement, Stone and Other Mineral Products Machine Operators
'358': Metal Processing Plant Operators
'359': Metal Finishing, Plating and Coating Machine Operators
'360': Chemical Products Plant and Machine Operators
'361': Photographic Products Machine Operators
'362': Rubber Products Machine Operators
'363': Plastic Products Machine Operators
'364': Paper Products Machine Operators
'365': Fibre Preparing, Spinning and Winding Machine Operators
'366': Weaving and Knitting Machine Operators
'367': Sewing Machine Operators
'368': Bleaching, Dyeing and Fabric Cleaning Machine Operators
'369': Fur and Leather Preparing Machine Operators
'370': Shoemaking and Related Machine Operators
'371': Laundry Machine Operators
'372': >-
Textile, Fur and Leather Products Machine Operators Not
Elsewhere Classified
'373': Food and Related Products Machine Operators
'374': Pulp and Papermaking Plant Operators
'375': Wood Processing Plant Operators
'376': Glass and Ceramics Plant Operators
'377': Steam Engine and Boiler Operators
'378': Packing, Bottling and Labelling Machine Operators
'379': Stationary Plant and Machine Operators Not Elsewhere Classified
'380': Mechanical Machinery Assemblers
'381': Electrical and Electronic Equipment Assemblers
'382': Assemblers Not Elsewhere Classified
'383': Locomotive Engine Drivers
'384': Railway Brake, Signal and Switch Operators
'385': Motorcycle Drivers
'386': Car, Taxi and Van Drivers
'387': Bus and Tram Drivers
'388': Heavy Truck and Lorry Drivers
'389': Mobile Farm and Forestry Plant Operators
'390': Earthmoving and Related Plant Operators
'391': Crane, Hoist and Related Plant Operators
'392': Lifting Truck Operators
'393': Ships’ Deck Crews and Related Workers
'394': Domestic Cleaners and Helpers
'395': Cleaners and Helpers in Offices, Hotels and Other Establishments
'396': Hand Launderers and Pressers
'397': Vehicle Cleaners
'398': Window Cleaners
'399': Other Cleaning Workers
'400': Crop Farm Labourers
'401': Livestock Farm Labourers
'402': Mixed Crop and Livestock Farm Labourers
'403': Garden and Horticultural Labourers
'404': Forestry Labourers
'405': Fishery and Aquaculture Labourers
'406': Mining and Quarrying Labourers
'407': Civil Engineering Labourers
'408': Building Construction Labourers
'409': Hand Packers
'410': Manufacturing Labourers Not Elsewhere Classified
'411': Hand and Pedal Vehicle Drivers
'412': Drivers of Animal-drawn Vehicles and Machinery
'413': Freight Handlers
'414': Shelf Fillers
'415': Fast Food Preparers
'416': Kitchen Helpers
'417': Street and Related Services Workers
'418': Street Vendors (excluding Food)
'419': Garbage and Recycling Collectors
'420': Refuse Sorters
'421': Sweepers and Related Labourers
'422': Messengers, Package Deliverers and Luggage Porters
'423': Odd-job Persons
'424': Meter Readers and Vending-machine Collectors
'425': Elementary Workers Not Elsewhere Classified
'426': Traditional Chiefs and Heads of Villages
'427': Paramedical Practitioners
'428': Nursing Associate Professionals
'429': Scribes and Related Workers
'430': Subsistence Crop Farmers
'431': Subsistence Livestock Farmers
'432': Subsistence Mixed Crop and Livestock Farmers
'433': Subsistence Fishers, Hunters, Trappers and Gatherers
'434': Craft and Related Workers Not Elsewhere Classified
'435': Water and Firewood Collectors
- name: ISCO_DEFINITION_4
dtype: string
- name: ISCO_CODES
dtype: sequence
- name: ISCO_LABELS
dtype: sequence
- name: ESCO_CODE
dtype:
class_label:
names:
'0': '0110.1'
'1': '0110.10'
'2': '0110.11'
'3': '0110.12'
'4': '0110.2'
'5': '0110.3'
'6': '0110.4'
'7': '0110.5'
'8': '0110.6'
'9': '0110.7'
'10': '0110.8'
'11': '0110.9'
'12': '0210.1'
'13': '0210.2'
'14': '0210.3'
'15': '0210.4'
'16': '0310.1'
'17': '0310.2'
'18': '0310.3'
'19': '0310.4'
'20': '0310.5'
'21': '1111.1'
'22': '1111.2'
'23': '1111.3'
'24': '1111.4'
'25': '1111.5'
'26': '1111.6'
'27': '1111.7'
'28': '1112.1'
'29': '1112.2'
'30': '1112.3'
'31': 1112.3.1
'32': 1112.3.2
'33': '1112.4'
'34': '1112.5'
'35': '1112.6'
'36': '1112.7'
'37': '1114.1'
'38': '1120.1'
'39': '1120.3'
'40': 1120.3.1
'41': '1120.4'
'42': '1120.5'
'43': '1120.6'
'44': '1211.1'
'45': 1211.1.1
'46': 1211.1.2
'47': 1211.1.3
'48': 1211.1.4
'49': '1212.1'
'50': '1212.2'
'51': 1212.2.1
'52': '1212.3'
'53': '1213.1'
'54': '1213.2'
'55': 1213.2.1
'56': 1213.2.2
'57': 1213.2.3
'58': '1213.3'
'59': '1213.4'
'60': '1213.5'
'61': 1213.5.1
'62': '1213.6'
'63': '1213.7'
'64': '1213.8'
'65': '1219.1'
'66': 1219.1.1
'67': 1219.1.2
'68': '1219.2'
'69': '1219.3'
'70': '1219.4'
'71': '1219.5'
'72': 1219.5.1
'73': 1219.5.2
'74': 1219.5.3
'75': 1219.5.4
'76': 1219.5.5
'77': '1219.6'
'78': '1219.7'
'79': '1221.1'
'80': '1221.2'
'81': '1221.3'
'82': 1221.3.1
'83': 1221.3.2
'84': 1221.3.2.1
'85': 1221.3.2.1.1
'86': 1221.3.2.1.2
'87': 1221.3.2.1.3
'88': 1221.3.2.1.4
'89': 1221.3.3
'90': '1221.4'
'91': '1221.5'
'92': '1221.6'
'93': '1222.1'
'94': 1222.1.1
'95': 1222.1.2
'96': '1223.1'
'97': 1223.1.1
'98': '1223.2'
'99': 1223.2.1
'100': 1223.2.1.1
'101': 1223.2.1.2
'102': 1223.2.1.3
'103': 1223.2.1.4
'104': 1223.2.2
'105': 1223.2.2.1
'106': '1311.1'
'107': '1312.1'
'108': '1312.2'
'109': '1312.3'
'110': '1321.1'
'111': '1321.2'
'112': 1321.2.1
'113': 1321.2.1.1
'114': 1321.2.1.2
'115': 1321.2.1.3
'116': 1321.2.1.4
'117': 1321.2.1.5
'118': 1321.2.1.6
'119': 1321.2.1.6.1
'120': 1321.2.1.6.2
'121': 1321.2.1.7
'122': 1321.2.1.8
'123': 1321.2.2
'124': 1321.2.2.1
'125': 1321.2.2.2
'126': 1321.2.2.3
'127': 1321.2.3
'128': 1321.2.4
'129': 1321.2.5
'130': '1321.3'
'131': '1322.1'
'132': 1322.1.1
'133': 1322.1.2
'134': '1322.2'
'135': '1323.1'
'136': 1323.1.1
'137': 1323.1.2
'138': '1324.1'
'139': '1324.2'
'140': '1324.3'
'141': 1324.3.1
'142': 1324.3.1.1
'143': 1324.3.1.2
'144': 1324.3.1.3
'145': 1324.3.1.4
'146': 1324.3.1.5
'147': 1324.3.1.6
'148': 1324.3.1.6.1
'149': 1324.3.1.6.10
'150': 1324.3.1.6.11
'151': 1324.3.1.6.12
'152': 1324.3.1.6.13
'153': 1324.3.1.6.14
'154': 1324.3.1.6.15
'155': 1324.3.1.6.16
'156': 1324.3.1.6.17
'157': 1324.3.1.6.18
'158': 1324.3.1.6.19
'159': 1324.3.1.6.2
'160': 1324.3.1.6.20
'161': 1324.3.1.6.21
'162': 1324.3.1.6.22
'163': 1324.3.1.6.23
'164': 1324.3.1.6.24
'165': 1324.3.1.6.25
'166': 1324.3.1.6.26
'167': 1324.3.1.6.27
'168': 1324.3.1.6.28
'169': 1324.3.1.6.29
'170': 1324.3.1.6.3
'171': 1324.3.1.6.30
'172': 1324.3.1.6.31
'173': 1324.3.1.6.32
'174': 1324.3.1.6.4
'175': 1324.3.1.6.5
'176': 1324.3.1.6.6
'177': 1324.3.1.6.7
'178': 1324.3.1.6.8
'179': 1324.3.1.6.9
'180': 1324.3.2
'181': 1324.3.2.1
'182': 1324.3.2.10
'183': 1324.3.2.11
'184': 1324.3.2.12
'185': 1324.3.2.13
'186': 1324.3.2.14
'187': 1324.3.2.15
'188': 1324.3.2.16
'189': 1324.3.2.17
'190': 1324.3.2.18
'191': 1324.3.2.19
'192': 1324.3.2.2
'193': 1324.3.2.20
'194': 1324.3.2.21
'195': 1324.3.2.22
'196': 1324.3.2.23
'197': 1324.3.2.24
'198': 1324.3.2.25
'199': 1324.3.2.26
'200': 1324.3.2.27
'201': 1324.3.2.28
'202': 1324.3.2.29
'203': 1324.3.2.3
'204': 1324.3.2.30
'205': 1324.3.2.31
'206': 1324.3.2.32
'207': 1324.3.2.33
'208': 1324.3.2.34
'209': 1324.3.2.35
'210': 1324.3.2.4
'211': 1324.3.2.5
'212': 1324.3.2.6
'213': 1324.3.2.7
'214': 1324.3.2.8
'215': 1324.3.2.9
'216': 1324.3.3
'217': 1324.3.4
'218': 1324.3.4.1
'219': '1324.4'
'220': '1324.5'
'221': '1324.6'
'222': '1324.7'
'223': '1324.8'
'224': 1324.8.1
'225': 1324.8.2
'226': 1324.8.2.1
'227': 1324.8.3
'228': '1330.1'
'229': 1330.1.1
'230': '1330.10'
'231': '1330.2'
'232': '1330.3'
'233': '1330.4'
'234': '1330.5'
'235': 1330.5.1
'236': '1330.6'
'237': '1330.7'
'238': '1330.8'
'239': '1330.9'
'240': '1341.1'
'241': '1341.2'
'242': '1341.3'
'243': '1342.1'
'244': '1342.2'
'245': '1343.1'
'246': '1344.1'
'247': 1344.1.1
'248': 1344.1.2
'249': 1344.1.3
'250': '1345.1'
'251': 1345.1.1
'252': 1345.1.10
'253': 1345.1.2
'254': 1345.1.3
'255': 1345.1.4
'256': 1345.1.5
'257': 1345.1.6
'258': 1345.1.7
'259': 1345.1.8
'260': 1345.1.9
'261': '1346.1'
'262': '1346.2'
'263': '1346.3'
'264': '1346.4'
'265': '1346.5'
'266': '1346.6'
'267': '1349.1'
'268': '1349.10'
'269': '1349.11'
'270': '1349.12'
'271': '1349.13'
'272': '1349.14'
'273': '1349.15'
'274': '1349.16'
'275': '1349.17'
'276': '1349.18'
'277': '1349.19'
'278': '1349.2'
'279': '1349.20'
'280': '1349.21'
'281': 1349.21.1
'282': '1349.22'
'283': '1349.23'
'284': '1349.3'
'285': '1349.4'
'286': '1349.5'
'287': '1349.6'
'288': '1349.7'
'289': '1349.8'
'290': '1349.9'
'291': '1411.1'
'292': '1411.2'
'293': '1411.3'
'294': '1412.1'
'295': '1420.1'
'296': '1420.2'
'297': '1420.3'
'298': '1420.4'
'299': 1420.4.1
'300': 1420.4.10
'301': 1420.4.11
'302': 1420.4.12
'303': 1420.4.13
'304': 1420.4.14
'305': 1420.4.15
'306': 1420.4.16
'307': 1420.4.17
'308': 1420.4.18
'309': 1420.4.19
'310': 1420.4.2
'311': 1420.4.20
'312': 1420.4.21
'313': 1420.4.22
'314': 1420.4.23
'315': 1420.4.24
'316': 1420.4.25
'317': 1420.4.26
'318': 1420.4.27
'319': 1420.4.28
'320': 1420.4.29
'321': 1420.4.3
'322': 1420.4.30
'323': 1420.4.31
'324': 1420.4.32
'325': 1420.4.33
'326': 1420.4.34
'327': 1420.4.35
'328': 1420.4.36
'329': 1420.4.37
'330': 1420.4.38
'331': 1420.4.39
'332': 1420.4.4
'333': 1420.4.40
'334': 1420.4.41
'335': 1420.4.42
'336': 1420.4.43
'337': 1420.4.5
'338': 1420.4.6
'339': 1420.4.7
'340': 1420.4.8
'341': 1420.4.9
'342': '1420.5'
'343': '1420.6'
'344': '1431.1'
'345': 1431.1.1
'346': 1431.1.2
'347': '1431.2'
'348': 1431.2.1
'349': 1431.2.2
'350': 1431.2.3
'351': 1431.2.4
'352': 1431.2.5
'353': 1431.2.6
'354': '1431.3'
'355': '1439.1'
'356': '1439.2'
'357': '1439.3'
'358': '1439.4'
'359': '1439.5'
'360': '1439.6'
'361': '1439.7'
'362': '1439.8'
'363': '2111.1'
'364': '2111.2'
'365': '2111.3'
'366': '2112.1'
'367': 2112.1.1
'368': 2112.1.2
'369': 2112.1.3
'370': '2112.2'
'371': '2113.1'
'372': 2113.1.1
'373': 2113.1.2
'374': 2113.1.3
'375': 2113.1.4
'376': 2113.1.5
'377': 2113.1.6
'378': '2113.2'
'379': '2114.1'
'380': 2114.1.1
'381': 2114.1.10
'382': 2114.1.2
'383': 2114.1.3
'384': 2114.1.4
'385': 2114.1.5
'386': 2114.1.6
'387': 2114.1.7
'388': 2114.1.8
'389': 2114.1.9
'390': '2114.2'
'391': '2114.3'
'392': '2120.1'
'393': '2120.2'
'394': '2120.3'
'395': '2120.4'
'396': '2120.5'
'397': '2120.6'
'398': 2120.6.1
'399': '2131.1'
'400': '2131.2'
'401': '2131.3'
'402': '2131.4'
'403': 2131.4.1
'404': 2131.4.10
'405': 2131.4.11
'406': 2131.4.12
'407': 2131.4.13
'408': 2131.4.2
'409': 2131.4.3
'410': 2131.4.4
'411': 2131.4.5
'412': 2131.4.6
'413': 2131.4.6.1
'414': 2131.4.7
'415': 2131.4.8
'416': 2131.4.9
'417': '2131.5'
'418': '2131.6'
'419': '2131.7'
'420': '2131.8'
'421': 2131.8.1
'422': 2131.8.2
'423': '2132.1'
'424': '2132.2'
'425': '2132.3'
'426': '2132.4'
'427': '2132.5'
'428': '2132.6'
'429': '2133.1'
'430': '2133.10'
'431': '2133.11'
'432': '2133.13'
'433': '2133.14'
'434': '2133.15'
'435': 2133.15.1
'436': '2133.2'
'437': '2133.3'
'438': '2133.4'
'439': '2133.5'
'440': '2133.6'
'441': '2133.7'
'442': '2133.8'
'443': '2133.9'
'444': '2141.1'
'445': '2141.10'
'446': '2141.11'
'447': '2141.2'
'448': '2141.3'
'449': '2141.4'
'450': 2141.4.1
'451': 2141.4.2
'452': 2141.4.2.1
'453': 2141.4.2.2
'454': 2141.4.3
'455': '2141.5'
'456': '2141.6'
'457': '2141.8'
'458': '2141.9'
'459': '2142.1'
'460': 2142.1.1
'461': 2142.1.11
'462': 2142.1.2
'463': 2142.1.3
'464': 2142.1.4
'465': 2142.1.5
'466': 2142.1.6
'467': 2142.1.7
'468': 2142.1.8
'469': 2142.1.9
'470': '2143.1'
'471': 2143.1.1
'472': 2143.1.3
'473': 2143.1.4
'474': '2143.2'
'475': '2143.3'
'476': '2144.1'
'477': 2144.1.1
'478': 2144.1.1.1
'479': 2144.1.10
'480': 2144.1.11
'481': 2144.1.12
'482': 2144.1.13
'483': 2144.1.14
'484': 2144.1.15
'485': 2144.1.16
'486': 2144.1.17
'487': 2144.1.18
'488': 2144.1.19
'489': 2144.1.2
'490': 2144.1.2.1
'491': 2144.1.20
'492': 2144.1.21
'493': 2144.1.22
'494': 2144.1.23
'495': 2144.1.3
'496': 2144.1.4
'497': 2144.1.5
'498': 2144.1.6
'499': 2144.1.7
'500': 2144.1.8
'501': 2144.1.9
'502': '2145.1'
'503': 2145.1.1
'504': 2145.1.2
'505': 2145.1.3
'506': 2145.1.4
'507': 2145.1.5
'508': 2145.1.6
'509': 2145.1.7
'510': 2145.1.8
'511': 2145.1.9
'512': '2145.2'
'513': '2145.3'
'514': '2146.1'
'515': '2146.10'
'516': '2146.11'
'517': '2146.2'
'518': '2146.3'
'519': '2146.4'
'520': '2146.5'
'521': 2146.5.1
'522': 2146.5.2
'523': '2146.6'
'524': '2146.7'
'525': '2146.8'
'526': '2146.9'
'527': '2149.1'
'528': '2149.10'
'529': 2149.10.1
'530': '2149.11'
'531': 2149.11.1
'532': 2149.11.2
'533': '2149.12'
'534': 2149.12.1
'535': '2149.13'
'536': '2149.14'
'537': '2149.15'
'538': '2149.16'
'539': '2149.17'
'540': '2149.2'
'541': 2149.2.1
'542': 2149.2.2
'543': 2149.2.3
'544': 2149.2.4
'545': 2149.2.5
'546': 2149.2.6
'547': 2149.2.7
'548': 2149.2.7.1
'549': 2149.2.8
'550': '2149.3'
'551': '2149.4'
'552': '2149.5'
'553': 2149.5.1
'554': '2149.6'
'555': '2149.7'
'556': '2149.8'
'557': '2149.9'
'558': 2149.9.1
'559': 2149.9.2
'560': 2149.9.3
'561': 2149.9.4
'562': 2149.9.5
'563': 2149.9.6
'564': 2149.9.7
'565': 2149.9.8
'566': 2149.9.9
'567': '2151.1'
'568': 2151.1.1
'569': 2151.1.2
'570': 2151.1.3
'571': 2151.1.4
'572': 2151.1.5
'573': 2151.1.6
'574': '2151.2'
'575': '2152.1'
'576': 2152.1.1
'577': 2152.1.10
'578': 2152.1.11
'579': 2152.1.12
'580': 2152.1.13
'581': 2152.1.14
'582': 2152.1.15
'583': 2152.1.2
'584': 2152.1.3
'585': 2152.1.4
'586': 2152.1.5
'587': 2152.1.6
'588': 2152.1.7
'589': 2152.1.7.1
'590': 2152.1.8
'591': 2152.1.9
'592': '2153.1'
'593': 2153.1.1
'594': '2161.1'
'595': 2161.1.1
'596': '2162.1'
'597': 2162.1.1
'598': '2163.1'
'599': 2163.1.1
'600': 2163.1.2
'601': 2163.1.3
'602': 2163.1.3.1
'603': 2163.1.3.2
'604': 2163.1.3.3
'605': 2163.1.4
'606': 2163.1.5
'607': 2163.1.6
'608': 2163.1.7
'609': 2163.1.8
'610': '2163.2'
'611': '2163.3'
'612': '2163.4'
'613': '2164.1'
'614': '2164.2'
'615': '2164.3'
'616': '2164.4'
'617': '2165.1'
'618': '2165.2'
'619': '2165.3'
'620': '2165.4'
'621': 2165.4.1
'622': 2165.4.2
'623': '2166.1'
'624': '2166.10'
'625': '2166.11'
'626': '2166.12'
'627': '2166.13'
'628': '2166.14'
'629': '2166.2'
'630': '2166.3'
'631': 2166.3.1
'632': '2166.4'
'633': '2166.5'
'634': '2166.6'
'635': '2166.7'
'636': '2166.8'
'637': '2166.9'
'638': '2211.1'
'639': '2212.1'
'640': '2221.1'
'641': '2221.2'
'642': '2221.3'
'643': '2222.1'
'644': '2230.1'
'645': '2230.2'
'646': 2230.2.1
'647': 2230.2.2
'648': 2230.2.3
'649': '2250.1'
'650': '2250.2'
'651': '2250.3'
'652': '2250.4'
'653': 2250.4.1
'654': 2250.4.2
'655': '2250.5'
'656': '2250.6'
'657': '2250.7'
'658': '2250.8'
'659': '2250.9'
'660': '2261.1'
'661': '2261.2'
'662': '2262.1'
'663': 2262.1.1
'664': 2262.1.2
'665': 2262.1.2.1
'666': 2262.1.2.2
'667': '2263.1'
'668': '2263.2'
'669': '2263.3'
'670': 2263.3.1
'671': '2263.5'
'672': '2264.1'
'673': '2264.2'
'674': '2265.1'
'675': 2265.1.1
'676': '2266.1'
'677': '2266.2'
'678': '2267.1'
'679': '2267.2'
'680': '2269.1'
'681': '2269.10'
'682': '2269.11'
'683': '2269.2'
'684': '2269.3'
'685': '2269.4'
'686': '2269.5'
'687': '2269.6'
'688': '2269.7'
'689': '2269.8'
'690': 2269.8.1
'691': 2269.8.2
'692': '2269.9'
'693': 2269.9.1
'694': 2269.9.2
'695': 2269.9.3
'696': 2269.9.4
'697': '2310.1'
'698': 2310.1.1
'699': 2310.1.10
'700': 2310.1.11
'701': 2310.1.12
'702': 2310.1.13
'703': 2310.1.14
'704': 2310.1.15
'705': 2310.1.16
'706': 2310.1.17
'707': 2310.1.18
'708': 2310.1.19
'709': 2310.1.2
'710': 2310.1.20
'711': 2310.1.21
'712': 2310.1.22
'713': 2310.1.23
'714': 2310.1.24
'715': 2310.1.25
'716': 2310.1.26
'717': 2310.1.27
'718': 2310.1.28
'719': 2310.1.29
'720': 2310.1.3
'721': 2310.1.30
'722': 2310.1.31
'723': 2310.1.32
'724': 2310.1.33
'725': 2310.1.34
'726': 2310.1.35
'727': 2310.1.36
'728': 2310.1.37
'729': 2310.1.38
'730': 2310.1.39
'731': 2310.1.4
'732': 2310.1.40
'733': 2310.1.41
'734': 2310.1.42
'735': 2310.1.43
'736': 2310.1.5
'737': 2310.1.6
'738': 2310.1.7
'739': 2310.1.8
'740': 2310.1.9
'741': '2310.2'
'742': '2320.1'
'743': 2320.1.1
'744': 2320.1.10
'745': 2320.1.11
'746': 2320.1.12
'747': 2320.1.13
'748': 2320.1.14
'749': 2320.1.15
'750': 2320.1.16
'751': 2320.1.17
'752': 2320.1.18
'753': 2320.1.19
'754': 2320.1.2
'755': 2320.1.20
'756': 2320.1.21
'757': 2320.1.22
'758': 2320.1.23
'759': 2320.1.24
'760': 2320.1.3
'761': 2320.1.4
'762': 2320.1.5
'763': 2320.1.6
'764': 2320.1.7
'765': 2320.1.8
'766': 2320.1.9
'767': '2330.1'
'768': 2330.1.1
'769': 2330.1.10
'770': 2330.1.11
'771': 2330.1.12
'772': 2330.1.13
'773': 2330.1.14
'774': 2330.1.15
'775': 2330.1.16
'776': 2330.1.17
'777': 2330.1.18
'778': 2330.1.2
'779': 2330.1.3
'780': 2330.1.4
'781': 2330.1.5
'782': 2330.1.6
'783': 2330.1.7
'784': 2330.1.8
'785': 2330.1.9
'786': '2341.1'
'787': 2341.1.1
'788': '2342.1'
'789': '2342.2'
'790': '2342.3'
'791': '2351.1'
'792': '2351.2'
'793': '2351.3'
'794': '2351.4'
'795': '2352.1'
'796': 2352.1.1
'797': 2352.1.2
'798': 2352.1.3
'799': 2352.1.4
'800': 2352.1.5
'801': 2352.1.6
'802': '2352.2'
'803': '2353.1'
'804': '2353.2'
'805': '2354.1'
'806': '2355.1'
'807': '2355.2'
'808': '2355.3'
'809': '2355.4'
'810': '2355.5'
'811': '2355.6'
'812': '2356.1'
'813': 2356.1.1
'814': '2359.1'
'815': '2359.10'
'816': '2359.11'
'817': '2359.12'
'818': '2359.13'
'819': '2359.14'
'820': '2359.2'
'821': '2359.3'
'822': '2359.4'
'823': '2359.5'
'824': '2359.6'
'825': '2359.7'
'826': '2359.8'
'827': '2359.9'
'828': '2411.1'
'829': 2411.1.1
'830': 2411.1.10
'831': 2411.1.11
'832': 2411.1.12
'833': 2411.1.2
'834': 2411.1.3
'835': 2411.1.4
'836': 2411.1.5
'837': 2411.1.6
'838': 2411.1.7
'839': 2411.1.8
'840': 2411.1.9
'841': '2412.1'
'842': '2412.10'
'843': '2412.11'
'844': '2412.2'
'845': '2412.3'
'846': '2412.4'
'847': 2412.4.1
'848': '2412.5'
'849': '2412.6'
'850': 2412.6.1
'851': 2412.6.2
'852': 2412.6.3
'853': 2412.6.4
'854': '2412.7'
'855': '2412.8'
'856': '2412.9'
'857': '2413.1'
'858': 2413.1.1
'859': 2413.1.2
'860': 2413.1.3
'861': 2413.1.4
'862': '2413.2'
'863': '2421.1'
'864': 2421.1.1
'865': '2421.2'
'866': '2421.3'
'867': '2421.4'
'868': '2421.5'
'869': '2422.1'
'870': '2422.10'
'871': '2422.11'
'872': '2422.12'
'873': 2422.12.1
'874': 2422.12.10
'875': 2422.12.11
'876': 2422.12.12
'877': 2422.12.13
'878': 2422.12.14
'879': 2422.12.15
'880': 2422.12.2
'881': 2422.12.3
'882': 2422.12.4
'883': 2422.12.5
'884': 2422.12.6
'885': 2422.12.7
'886': 2422.12.8
'887': 2422.12.9
'888': '2422.13'
'889': '2422.14'
'890': '2422.15'
'891': '2422.16'
'892': '2422.17'
'893': '2422.18'
'894': '2422.2'
'895': '2422.3'
'896': '2422.5'
'897': '2422.6'
'898': '2422.7'
'899': '2422.8'
'900': '2422.9'
'901': '2423.1'
'902': '2423.2'
'903': '2423.3'
'904': '2423.4'
'905': '2423.5'
'906': '2423.6'
'907': '2424.1'
'908': '2424.2'
'909': '2424.3'
'910': '2431.1'
'911': '2431.10'
'912': 2431.10.1
'913': 2431.10.2
'914': 2431.10.3
'915': 2431.10.4
'916': '2431.11'
'917': '2431.12'
'918': '2431.13'
'919': '2431.14'
'920': '2431.15'
'921': '2431.16'
'922': '2431.2'
'923': '2431.3'
'924': '2431.4'
'925': '2431.5'
'926': '2431.6'
'927': '2431.7'
'928': '2431.8'
'929': '2431.9'
'930': '2432.1'
'931': '2432.2'
'932': '2432.3'
'933': '2432.4'
'934': '2432.5'
'935': '2432.6'
'936': 2432.6.1
'937': '2432.7'
'938': '2432.8'
'939': '2432.9'
'940': 2432.9.1
'941': '2433.1'
'942': '2433.2'
'943': '2433.3'
'944': '2433.4'
'945': '2433.5'
'946': '2433.6'
'947': 2433.6.1
'948': 2433.6.2
'949': 2433.6.3
'950': 2433.6.4
'951': 2433.6.5
'952': 2433.6.6
'953': 2433.6.7
'954': '2434.1'
'955': '2434.2'
'956': '2434.3'
'957': '2434.4'
'958': '2511.1'
'959': '2511.10'
'960': '2511.11'
'961': '2511.12'
'962': '2511.13'
'963': '2511.14'
'964': 2511.14.1
'965': '2511.15'
'966': '2511.16'
'967': '2511.17'
'968': '2511.18'
'969': '2511.19'
'970': '2511.2'
'971': '2511.3'
'972': '2511.4'
'973': '2511.5'
'974': '2511.6'
'975': '2511.7'
'976': '2511.8'
'977': '2511.9'
'978': '2512.1'
'979': '2512.2'
'980': '2512.3'
'981': '2512.4'
'982': 2512.4.1
'983': '2512.5'
'984': '2513.1'
'985': '2513.2'
'986': '2513.3'
'987': '2513.4'
'988': '2513.5'
'989': '2514.1'
'990': '2514.2'
'991': 2514.2.1
'992': 2514.2.2
'993': '2514.3'
'994': '2514.4'
'995': '2519.1'
'996': '2519.2'
'997': '2519.3'
'998': '2519.4'
'999': '2519.5'
'1000': '2519.6'
'1001': '2519.7'
'1002': 2519.7.1
'1003': 2519.7.2
'1004': 2519.7.3
'1005': 2519.7.4
'1006': 2519.7.5
'1007': '2521.1'
'1008': '2521.2'
'1009': '2521.3'
'1010': '2521.4'
'1011': '2521.5'
'1012': '2522.1'
'1013': 2522.1.1
'1014': 2522.1.2
'1015': '2523.1'
'1016': '2523.2'
'1017': '2523.3'
'1018': '2529.1'
'1019': '2529.2'
'1020': '2529.3'
'1021': '2529.4'
'1022': '2529.5'
'1023': '2529.6'
'1024': '2529.7'
'1025': '2529.8'
'1026': '2529.9'
'1027': '2611.1'
'1028': 2611.1.1
'1029': 2611.1.2
'1030': '2612.1'
'1031': 2612.1.1
'1032': '2619.1'
'1033': '2619.10'
'1034': '2619.11'
'1035': '2619.12'
'1036': '2619.2'
'1037': '2619.3'
'1038': '2619.4'
'1039': '2619.5'
'1040': '2619.6'
'1041': '2619.7'
'1042': '2619.8'
'1043': '2619.9'
'1044': '2621.1'
'1045': '2621.2'
'1046': '2621.3'
'1047': '2621.4'
'1048': '2621.5'
'1049': '2621.6'
'1050': '2621.7'
'1051': '2621.8'
'1052': '2621.9'
'1053': '2622.1'
'1054': '2622.2'
'1055': '2631.1'
'1056': '2631.2'
'1057': 2631.2.1
'1058': 2631.2.2
'1059': 2631.2.3
'1060': 2631.2.4
'1061': '2632.1'
'1062': 2632.1.1
'1063': 2632.1.2
'1064': '2632.2'
'1065': '2632.3'
'1066': '2632.4'
'1067': '2632.5'
'1068': '2632.6'
'1069': 2632.6.1
'1070': '2632.7'
'1071': '2633.1'
'1072': 2633.1.1
'1073': '2633.2'
'1074': '2633.3'
'1075': '2634.1'
'1076': '2634.2'
'1077': 2634.2.1
'1078': 2634.2.2
'1079': 2634.2.3
'1080': 2634.2.4
'1081': '2635.1'
'1082': 2635.1.1
'1083': 2635.1.2
'1084': 2635.1.3
'1085': 2635.1.4
'1086': 2635.1.5
'1087': '2635.2'
'1088': '2635.3'
'1089': 2635.3.1
'1090': 2635.3.10
'1091': 2635.3.11
'1092': 2635.3.12
'1093': 2635.3.13
'1094': 2635.3.14
'1095': 2635.3.15
'1096': 2635.3.16
'1097': 2635.3.17
'1098': 2635.3.18
'1099': 2635.3.19
'1100': 2635.3.2
'1101': 2635.3.20
'1102': 2635.3.21
'1103': 2635.3.22
'1104': 2635.3.23
'1105': 2635.3.24
'1106': 2635.3.25
'1107': 2635.3.26
'1108': 2635.3.27
'1109': 2635.3.27.1
'1110': 2635.3.3
'1111': 2635.3.4
'1112': 2635.3.5
'1113': 2635.3.6
'1114': 2635.3.7
'1115': 2635.3.8
'1116': 2635.3.9
'1117': '2636.1'
'1118': '2636.2'
'1119': '2636.3'
'1120': '2636.4'
'1121': '2641.1'
'1122': '2641.2'
'1123': '2641.3'
'1124': '2641.4'
'1125': 2641.4.1
'1126': 2641.4.2
'1127': 2641.4.3
'1128': 2641.4.4
'1129': '2642.1'
'1130': 2642.1.1
'1131': 2642.1.10
'1132': 2642.1.11
'1133': 2642.1.12
'1134': 2642.1.13
'1135': 2642.1.14
'1136': 2642.1.15
'1137': 2642.1.16
'1138': 2642.1.17
'1139': 2642.1.2
'1140': 2642.1.3
'1141': 2642.1.4
'1142': 2642.1.5
'1143': 2642.1.6
'1144': 2642.1.7
'1145': 2642.1.8
'1146': 2642.1.9
'1147': '2643.1'
'1148': '2643.2'
'1149': '2643.3'
'1150': '2643.4'
'1151': 2643.4.1
'1152': '2643.5'
'1153': '2643.6'
'1154': 2643.6.1
'1155': 2643.6.2
'1156': '2651.1'
'1157': '2651.10'
'1158': '2651.11'
'1159': '2651.2'
'1160': '2651.3'
'1161': '2651.4'
'1162': '2651.5'
'1163': '2651.6'
'1164': '2651.7'
'1165': '2651.8'
'1166': '2651.9'
'1167': '2652.1'
'1168': 2652.1.1
'1169': '2652.2'
'1170': '2652.3'
'1171': 2652.3.1
'1172': 2652.3.1.1
'1173': 2652.3.2
'1174': '2652.4'
'1175': '2652.5'
'1176': '2653.1'
'1177': 2653.1.1
'1178': 2653.1.2
'1179': '2653.2'
'1180': '2654.1'
'1181': 2654.1.1
'1182': 2654.1.2
'1183': 2654.1.3
'1184': 2654.1.4
'1185': 2654.1.5
'1186': 2654.1.6
'1187': 2654.1.7
'1188': 2654.1.8
'1189': '2654.2'
'1190': '2654.3'
'1191': 2654.3.1
'1192': 2654.3.2
'1193': '2654.4'
'1194': '2654.5'
'1195': '2655.1'
'1196': 2655.1.1
'1197': '2656.1'
'1198': '2656.2'
'1199': '2656.3'
'1200': '2659.1'
'1201': '2659.2'
'1202': 2659.2.1
'1203': 2659.2.2
'1204': 2659.2.3
'1205': 2659.2.4
'1206': 2659.2.5
'1207': 2659.2.6
'1208': '2659.3'
'1209': '2659.4'
'1210': '3111.1'
'1211': 3111.1.1
'1212': '3111.10'
'1213': '3111.11'
'1214': '3111.12'
'1215': '3111.13'
'1216': '3111.14'
'1217': '3111.3'
'1218': '3111.4'
'1219': '3111.5'
'1220': '3111.6'
'1221': '3111.7'
'1222': '3111.8'
'1223': '3111.9'
'1224': '3112.1'
'1225': 3112.1.1
'1226': 3112.1.10
'1227': 3112.1.11
'1228': 3112.1.12
'1229': 3112.1.13
'1230': 3112.1.2
'1231': 3112.1.3
'1232': 3112.1.4
'1233': 3112.1.5
'1234': 3112.1.5.1
'1235': 3112.1.6
'1236': 3112.1.7
'1237': 3112.1.8
'1238': 3112.1.9
'1239': '3112.10'
'1240': '3112.2'
'1241': '3112.3'
'1242': '3112.4'
'1243': '3112.5'
'1244': '3112.6'
'1245': '3112.7'
'1246': '3112.8'
'1247': '3112.9'
'1248': '3113.1'
'1249': 3113.1.1
'1250': 3113.1.2
'1251': '3113.2'
'1252': '3114.1'
'1253': 3114.1.1
'1254': 3114.1.10
'1255': 3114.1.2
'1256': 3114.1.3
'1257': 3114.1.4
'1258': 3114.1.5
'1259': 3114.1.6
'1260': 3114.1.7
'1261': 3114.1.8
'1262': 3114.1.9
'1263': '3115.1'
'1264': 3115.1.1
'1265': 3115.1.10
'1266': 3115.1.11
'1267': 3115.1.12
'1268': 3115.1.13
'1269': 3115.1.14
'1270': 3115.1.15
'1271': 3115.1.16
'1272': 3115.1.17
'1273': 3115.1.18
'1274': 3115.1.19
'1275': 3115.1.2
'1276': 3115.1.20
'1277': 3115.1.21
'1278': 3115.1.22
'1279': 3115.1.23
'1280': 3115.1.24
'1281': 3115.1.3
'1282': 3115.1.4
'1283': 3115.1.5
'1284': 3115.1.6
'1285': 3115.1.7
'1286': 3115.1.8
'1287': 3115.1.9
'1288': '3116.1'
'1289': 3116.1.1
'1290': 3116.1.2
'1291': 3116.1.3
'1292': 3116.1.4
'1293': '3117.1'
'1294': '3117.2'
'1295': '3117.3'
'1296': '3117.4'
'1297': '3117.5'
'1298': '3118.1'
'1299': '3118.2'
'1300': '3118.3'
'1301': 3118.3.1
'1302': 3118.3.10
'1303': 3118.3.11
'1304': 3118.3.12
'1305': 3118.3.13
'1306': 3118.3.2
'1307': 3118.3.3
'1308': 3118.3.4
'1309': 3118.3.5
'1310': 3118.3.6
'1311': 3118.3.7
'1312': 3118.3.8
'1313': 3118.3.9
'1314': '3118.4'
'1315': '3119.1'
'1316': '3119.10'
'1317': '3119.11'
'1318': '3119.12'
'1319': '3119.13'
'1320': '3119.14'
'1321': '3119.15'
'1322': '3119.16'
'1323': 3119.16.1
'1324': 3119.16.2
'1325': 3119.16.3
'1326': 3119.16.4
'1327': 3119.16.5
'1328': 3119.16.6
'1329': '3119.17'
'1330': '3119.18'
'1331': '3119.19'
'1332': '3119.2'
'1333': 3119.2.1
'1334': '3119.3'
'1335': '3119.4'
'1336': '3119.5'
'1337': '3119.6'
'1338': '3119.7'
'1339': '3119.8'
'1340': '3119.9'
'1341': '3121.1'
'1342': 3121.1.1
'1343': '3122.1'
'1344': '3122.2'
'1345': '3122.3'
'1346': 3122.3.1
'1347': 3122.3.2
'1348': 3122.3.3
'1349': 3122.3.4
'1350': 3122.3.5
'1351': 3122.3.6
'1352': 3122.3.7
'1353': 3122.3.8
'1354': '3122.4'
'1355': 3122.4.1
'1356': 3122.4.10
'1357': 3122.4.11
'1358': 3122.4.12
'1359': 3122.4.13
'1360': 3122.4.14
'1361': 3122.4.15
'1362': 3122.4.16
'1363': 3122.4.2
'1364': 3122.4.3
'1365': 3122.4.4
'1366': 3122.4.5
'1367': 3122.4.6
'1368': 3122.4.7
'1369': 3122.4.8
'1370': 3122.4.9
'1371': '3122.5'
'1372': '3123.1'
'1373': 3123.1.1
'1374': 3123.1.10
'1375': 3123.1.11
'1376': 3123.1.12
'1377': 3123.1.13
'1378': 3123.1.14
'1379': 3123.1.15
'1380': 3123.1.16
'1381': 3123.1.17
'1382': 3123.1.18
'1383': 3123.1.19
'1384': 3123.1.2
'1385': 3123.1.20
'1386': 3123.1.21
'1387': 3123.1.22
'1388': 3123.1.23
'1389': 3123.1.24
'1390': 3123.1.25
'1391': 3123.1.26
'1392': 3123.1.3
'1393': 3123.1.4
'1394': 3123.1.5
'1395': 3123.1.6
'1396': 3123.1.7
'1397': 3123.1.8
'1398': 3123.1.9
'1399': '3123.2'
'1400': '3131.1'
'1401': '3131.2'
'1402': '3131.3'
'1403': 3131.3.1
'1404': 3131.3.2
'1405': 3131.3.3
'1406': 3131.3.4
'1407': 3131.3.5
'1408': 3131.3.6
'1409': 3131.3.7
'1410': 3131.3.8
'1411': 3131.3.9
'1412': '3132.1'
'1413': '3132.2'
'1414': '3132.3'
'1415': '3132.4'
'1416': '3132.5'
'1417': '3132.6'
'1418': '3132.7'
'1419': '3133.1'
'1420': 3133.1.1
'1421': 3133.1.2
'1422': 3133.1.3
'1423': 3133.1.4
'1424': 3133.1.5
'1425': '3134.1'
'1426': '3134.2'
'1427': '3134.3'
'1428': '3134.4'
'1429': '3134.5'
'1430': '3135.1'
'1431': '3139.1'
'1432': 3139.1.1
'1433': '3139.2'
'1434': '3139.3'
'1435': '3141.1'
'1436': '3141.2'
'1437': 3141.2.1
'1438': 3141.2.2
'1439': 3141.2.3
'1440': 3141.2.4
'1441': 3141.2.5
'1442': '3142.1'
'1443': 3142.1.1
'1444': 3142.1.2
'1445': 3142.1.3
'1446': '3143.1'
'1447': '3151.1'
'1448': '3151.2'
'1449': '3151.3'
'1450': '3151.4'
'1451': '3152.1'
'1452': '3152.2'
'1453': '3152.3'
'1454': '3152.4'
'1455': '3152.5'
'1456': '3153.1'
'1457': '3153.2'
'1458': 3153.2.1
'1459': 3153.2.2
'1460': 3153.2.2.1
'1461': 3153.2.3
'1462': 3153.2.4
'1463': 3153.2.5
'1464': 3153.2.6
'1465': '3153.3'
'1466': '3153.4'
'1467': '3154.1'
'1468': 3154.1.1
'1469': 3154.1.2
'1470': 3154.1.3
'1471': '3154.2'
'1472': '3154.3'
'1473': '3155.1'
'1474': '3211.1'
'1475': '3211.2'
'1476': '3212.2'
'1477': '3213.1'
'1478': '3213.2'
'1479': '3214.1'
'1480': '3214.2'
'1481': '3214.3'
'1482': 3214.3.1
'1483': '3222.1'
'1484': '3230.1'
'1485': '3240.1'
'1486': '3240.2'
'1487': 3240.2.1
'1488': 3240.2.2
'1489': 3240.2.3
'1490': 3240.2.4
'1491': '3251.1'
'1492': '3251.2'
'1493': '3252.1'
'1494': 3252.1.1
'1495': '3252.2'
'1496': '3252.3'
'1497': '3252.4'
'1498': '3253.1'
'1499': 3253.1.1
'1500': '3254.1'
'1501': 3254.1.1
'1502': '3255.1'
'1503': '3255.2'
'1504': '3255.3'
'1505': '3255.4'
'1506': '3256.1'
'1507': '3257.1'
'1508': '3257.2'
'1509': '3257.3'
'1510': '3257.4'
'1511': 3257.4.1
'1512': 3257.4.2
'1513': '3257.5'
'1514': 3257.5.1
'1515': '3257.6'
'1516': '3257.7'
'1517': '3258.1'
'1518': '3258.2'
'1519': '3259.1'
'1520': '3259.2'
'1521': '3259.3'
'1522': '3259.4'
'1523': '3259.5'
'1524': '3259.7'
'1525': '3259.8'
'1526': '3311.1'
'1527': '3311.2'
'1528': 3311.2.1
'1529': 3311.2.2
'1530': 3311.2.3
'1531': 3311.2.4
'1532': 3311.2.4.1
'1533': 3311.2.5
'1534': '3311.3'
'1535': 3311.3.1
'1536': 3311.3.2
'1537': 3311.3.3
'1538': 3311.3.4
'1539': 3311.3.5
'1540': '3312.1'
'1541': '3312.2'
'1542': 3312.2.1
'1543': '3312.3'
'1544': '3312.4'
'1545': '3312.5'
'1546': '3312.6'
'1547': '3312.7'
'1548': '3313.1'
'1549': '3313.2'
'1550': '3313.3'
'1551': '3314.1'
'1552': '3314.2'
'1553': '3315.1'
'1554': '3315.2'
'1555': '3315.3'
'1556': '3315.4'
'1557': '3315.5'
'1558': '3315.6'
'1559': '3315.7'
'1560': '3315.8'
'1561': '3321.1'
'1562': '3321.2'
'1563': '3321.3'
'1564': 3321.3.1
'1565': '3322.1'
'1566': 3322.1.1
'1567': 3322.1.2
'1568': '3323.1'
'1569': '3323.2'
'1570': 3323.2.1
'1571': 3323.2.2
'1572': 3323.2.3
'1573': 3323.2.4
'1574': '3323.3'
'1575': '3323.4'
'1576': '3323.5'
'1577': '3324.1'
'1578': 3324.1.1
'1579': 3324.1.2
'1580': '3324.2'
'1581': '3324.3'
'1582': '3324.4'
'1583': 3324.4.1
'1584': 3324.4.10
'1585': 3324.4.11
'1586': 3324.4.12
'1587': 3324.4.13
'1588': 3324.4.14
'1589': 3324.4.15
'1590': 3324.4.16
'1591': 3324.4.17
'1592': 3324.4.18
'1593': 3324.4.19
'1594': 3324.4.2
'1595': 3324.4.20
'1596': 3324.4.21
'1597': 3324.4.22
'1598': 3324.4.23
'1599': 3324.4.24
'1600': 3324.4.25
'1601': 3324.4.26
'1602': 3324.4.27
'1603': 3324.4.28
'1604': 3324.4.29
'1605': 3324.4.3
'1606': 3324.4.30
'1607': 3324.4.31
'1608': 3324.4.32
'1609': 3324.4.33
'1610': 3324.4.34
'1611': 3324.4.35
'1612': 3324.4.4
'1613': 3324.4.5
'1614': 3324.4.6
'1615': 3324.4.7
'1616': 3324.4.8
'1617': 3324.4.9
'1618': '3331.1'
'1619': '3331.2'
'1620': 3331.2.1
'1621': 3331.2.1.1
'1622': 3331.2.1.10
'1623': 3331.2.1.11
'1624': 3331.2.1.12
'1625': 3331.2.1.13
'1626': 3331.2.1.14
'1627': 3331.2.1.15
'1628': 3331.2.1.16
'1629': 3331.2.1.17
'1630': 3331.2.1.18
'1631': 3331.2.1.19
'1632': 3331.2.1.2
'1633': 3331.2.1.20
'1634': 3331.2.1.21
'1635': 3331.2.1.22
'1636': 3331.2.1.23
'1637': 3331.2.1.24
'1638': 3331.2.1.25
'1639': 3331.2.1.26
'1640': 3331.2.1.27
'1641': 3331.2.1.28
'1642': 3331.2.1.29
'1643': 3331.2.1.3
'1644': 3331.2.1.30
'1645': 3331.2.1.31
'1646': 3331.2.1.32
'1647': 3331.2.1.33
'1648': 3331.2.1.34
'1649': 3331.2.1.35
'1650': 3331.2.1.4
'1651': 3331.2.1.5
'1652': 3331.2.1.6
'1653': 3331.2.1.7
'1654': 3331.2.1.8
'1655': 3331.2.1.9
'1656': 3331.2.2
'1657': '3331.3'
'1658': '3332.1'
'1659': '3332.2'
'1660': 3332.2.1
'1661': 3332.2.2
'1662': '3332.3'
'1663': '3333.1'
'1664': '3334.1'
'1665': '3334.2'
'1666': 3334.2.1
'1667': '3334.3'
'1668': 3334.3.1
'1669': 3334.3.2
'1670': '3334.4'
'1671': '3334.5'
'1672': '3339.1'
'1673': '3339.2'
'1674': '3339.3'
'1675': '3339.4'
'1676': '3339.5'
'1677': '3339.6'
'1678': '3339.7'
'1679': '3339.8'
'1680': '3341.1'
'1681': '3341.2'
'1682': '3341.3'
'1683': '3341.4'
'1684': '3341.5'
'1685': '3341.6'
'1686': '3341.7'
'1687': '3342.1'
'1688': '3342.2'
'1689': '3343.1'
'1690': 3343.1.1
'1691': 3343.1.2
'1692': 3343.1.3
'1693': 3343.1.4
'1694': 3343.1.5
'1695': 3343.1.6
'1696': 3343.1.7
'1697': '3343.2'
'1698': '3343.3'
'1699': '3343.4'
'1700': '3343.5'
'1701': '3344.1'
'1702': '3344.2'
'1703': '3344.3'
'1704': '3351.1'
'1705': '3351.2'
'1706': '3351.3'
'1707': '3352.1'
'1708': '3352.2'
'1709': '3353.1'
'1710': '3353.2'
'1711': 3353.2.1
'1712': '3354.1'
'1713': '3354.2'
'1714': '3354.3'
'1715': '3355.1'
'1716': '3355.2'
'1717': '3355.3'
'1718': '3359.1'
'1719': '3359.2'
'1720': '3359.3'
'1721': '3359.4'
'1722': '3359.5'
'1723': 3359.5.1
'1724': '3359.6'
'1725': '3359.8'
'1726': '3411.1'
'1727': '3411.2'
'1728': '3411.3'
'1729': '3411.4'
'1730': '3411.5'
'1731': '3411.6'
'1732': '3411.7'
'1733': '3411.8'
'1734': 3411.8.1
'1735': '3411.9'
'1736': '3412.1'
'1737': '3412.2'
'1738': '3412.3'
'1739': '3412.4'
'1740': 3412.4.1
'1741': 3412.4.10
'1742': 3412.4.11
'1743': 3412.4.12
'1744': 3412.4.13
'1745': 3412.4.2
'1746': 3412.4.3
'1747': 3412.4.4
'1748': 3412.4.5
'1749': 3412.4.6
'1750': 3412.4.7
'1751': 3412.4.8
'1752': 3412.4.9
'1753': '3412.5'
'1754': '3412.6'
'1755': '3413.1'
'1756': '3413.2'
'1757': '3421.1'
'1758': '3422.1'
'1759': '3422.2'
'1760': '3422.3'
'1761': 3422.3.1
'1762': '3422.4'
'1763': 3422.4.1
'1764': 3422.4.2
'1765': 3422.4.3
'1766': 3422.4.4
'1767': 3422.4.5
'1768': 3422.4.6
'1769': 3422.4.7
'1770': '3422.5'
'1771': '3423.1'
'1772': 3423.1.1
'1773': 3423.1.2
'1774': 3423.1.2.1
'1775': 3423.1.2.2
'1776': 3423.1.2.2.1
'1777': 3423.1.2.3
'1778': '3423.2'
'1779': 3423.2.1
'1780': 3423.2.2
'1781': 3423.2.3
'1782': 3423.2.4
'1783': '3423.3'
'1784': '3423.4'
'1785': '3431.1'
'1786': '3431.2'
'1787': '3432.1'
'1788': 3432.1.1
'1789': '3432.2'
'1790': '3432.3'
'1791': '3432.4'
'1792': 3432.4.1
'1793': '3432.5'
'1794': '3432.6'
'1795': '3433.1'
'1796': '3433.2'
'1797': '3433.3'
'1798': '3434.1'
'1799': 3434.1.1
'1800': 3434.1.2
'1801': 3434.1.2.1
'1802': 3434.1.3
'1803': '3435.1'
'1804': '3435.10'
'1805': '3435.11'
'1806': '3435.12'
'1807': '3435.13'
'1808': '3435.14'
'1809': '3435.15'
'1810': 3435.15.1
'1811': '3435.16'
'1812': '3435.17'
'1813': '3435.18'
'1814': '3435.19'
'1815': '3435.2'
'1816': '3435.20'
'1817': '3435.21'
'1818': '3435.22'
'1819': '3435.23'
'1820': '3435.24'
'1821': '3435.25'
'1822': 3435.25.1
'1823': 3435.25.2
'1824': 3435.25.3
'1825': 3435.25.4
'1826': 3435.25.5
'1827': '3435.3'
'1828': '3435.4'
'1829': '3435.5'
'1830': '3435.6'
'1831': '3435.7'
'1832': 3435.7.1
'1833': '3435.8'
'1834': '3435.9'
'1835': '3511.1'
'1836': '3512.1'
'1837': '3512.2'
'1838': '3512.3'
'1839': '3512.4'
'1840': '3513.1'
'1841': '3513.2'
'1842': '3514.1'
'1843': '3521.1'
'1844': 3521.1.1
'1845': 3521.1.10
'1846': 3521.1.11
'1847': 3521.1.2
'1848': 3521.1.3
'1849': 3521.1.4
'1850': 3521.1.5
'1851': 3521.1.6
'1852': 3521.1.7
'1853': 3521.1.8
'1854': 3521.1.9
'1855': '3521.2'
'1856': '3522.1'
'1857': '4110.1'
'1858': 4110.1.1
'1859': '4120.1'
'1860': '4131.1'
'1861': '4132.1'
'1862': '4211.1'
'1863': '4211.2'
'1864': '4212.1'
'1865': '4212.2'
'1866': '4212.3'
'1867': '4212.4'
'1868': 4212.4.1
'1869': '4212.5'
'1870': '4212.6'
'1871': '4212.7'
'1872': '4212.8'
'1873': '4213.1'
'1874': '4214.1'
'1875': '4214.2'
'1876': '4221.1'
'1877': '4221.2'
'1878': '4221.3'
'1879': 4221.3.1
'1880': '4221.4'
'1881': '4221.5'
'1882': '4221.6'
'1883': '4221.7'
'1884': '4221.8'
'1885': '4222.1'
'1886': 4222.1.1
'1887': '4223.1'
'1888': 4223.1.1
'1889': '4224.1'
'1890': 4224.1.1
'1891': '4224.2'
'1892': '4225.1'
'1893': '4226.1'
'1894': 4226.1.1
'1895': 4226.1.2
'1896': '4227.1'
'1897': '4227.2'
'1898': '4229.1'
'1899': '4229.2'
'1900': '4311.1'
'1901': '4311.2'
'1902': '4312.1'
'1903': '4312.2'
'1904': 4312.2.1
'1905': '4312.3'
'1906': '4312.4'
'1907': '4312.5'
'1908': '4312.6'
'1909': '4312.7'
'1910': '4313.1'
'1911': '4321.1'
'1912': 4321.1.1
'1913': 4321.1.2
'1914': 4321.1.3
'1915': 4321.1.4
'1916': 4321.1.5
'1917': '4322.1'
'1918': '4323.1'
'1919': '4323.10'
'1920': '4323.11'
'1921': '4323.12'
'1922': '4323.13'
'1923': '4323.14'
'1924': '4323.15'
'1925': '4323.16'
'1926': '4323.17'
'1927': '4323.18'
'1928': '4323.19'
'1929': '4323.2'
'1930': '4323.20'
'1931': '4323.3'
'1932': '4323.4'
'1933': '4323.5'
'1934': '4323.6'
'1935': '4323.7'
'1936': '4323.8'
'1937': '4323.9'
'1938': '4411.1'
'1939': '4412.1'
'1940': '4412.2'
'1941': '4413.1'
'1942': '4415.1'
'1943': '4416.1'
'1944': '4419.1'
'1945': '4419.2'
'1946': '5111.1'
'1947': '5111.2'
'1948': 5111.2.1
'1949': 5111.2.2
'1950': 5111.2.3
'1951': '5112.1'
'1952': '5112.2'
'1953': '5112.3'
'1954': 5112.3.1
'1955': '5113.1'
'1956': 5113.1.1
'1957': 5113.1.2
'1958': 5113.1.3
'1959': '5120.1'
'1960': 5120.1.1
'1961': 5120.1.2
'1962': 5120.1.3
'1963': 5120.1.4
'1964': '5131.1'
'1965': '5131.2'
'1966': 5131.2.1
'1967': 5131.2.2
'1968': 5131.2.2.1
'1969': 5131.2.2.2
'1970': 5131.2.2.3
'1971': '5132.1'
'1972': 5132.1.1
'1973': 5132.1.2
'1974': '5141.1'
'1975': 5141.1.1
'1976': 5141.1.2
'1977': 5141.1.3
'1978': 5141.1.4
'1979': '5142.1'
'1980': '5142.10'
'1981': '5142.11'
'1982': '5142.12'
'1983': '5142.2'
'1984': '5142.3'
'1985': '5142.4'
'1986': '5142.5'
'1987': '5142.6'
'1988': '5142.7'
'1989': '5142.8'
'1990': '5142.9'
'1991': '5151.1'
'1992': '5151.2'
'1993': '5152.1'
'1994': '5152.2'
'1995': 5152.2.1
'1996': '5153.1'
'1997': 5153.1.1
'1998': 5153.1.2
'1999': 5153.1.3
'2000': '5161.1'
'2001': '5161.2'
'2002': '5161.3'
'2003': '5161.4'
'2004': '5162.1'
'2005': '5163.1'
'2006': '5163.2'
'2007': '5163.3'
'2008': '5163.4'
'2009': '5164.1'
'2010': 5164.1.1
'2011': 5164.1.2
'2012': 5164.1.3
'2013': '5164.10'
'2014': '5164.2'
'2015': 5164.2.1
'2016': 5164.2.1.1
'2017': 5164.2.1.1.1
'2018': 5164.2.1.2
'2019': '5164.3'
'2020': '5164.5'
'2021': '5164.6'
'2022': '5164.8'
'2023': '5164.9'
'2024': '5165.1'
'2025': 5165.1.1
'2026': 5165.1.2
'2027': 5165.1.3
'2028': 5165.1.4
'2029': '5165.2'
'2030': '5169.1'
'2031': '5169.2'
'2032': '5169.3'
'2033': '5211.1'
'2034': '5212.1'
'2035': '5221.1'
'2036': '5222.1'
'2037': 5222.1.1
'2038': '5223.1'
'2039': '5223.2'
'2040': '5223.3'
'2041': '5223.4'
'2042': '5223.5'
'2043': '5223.6'
'2044': '5223.7'
'2045': 5223.7.1
'2046': 5223.7.10
'2047': 5223.7.11
'2048': 5223.7.12
'2049': 5223.7.13
'2050': 5223.7.14
'2051': 5223.7.15
'2052': 5223.7.16
'2053': 5223.7.17
'2054': 5223.7.18
'2055': 5223.7.19
'2056': 5223.7.2
'2057': 5223.7.20
'2058': 5223.7.21
'2059': 5223.7.22
'2060': 5223.7.23
'2061': 5223.7.24
'2062': 5223.7.25
'2063': 5223.7.26
'2064': 5223.7.27
'2065': 5223.7.28
'2066': 5223.7.29
'2067': 5223.7.3
'2068': 5223.7.30
'2069': 5223.7.31
'2070': 5223.7.32
'2071': 5223.7.33
'2072': 5223.7.34
'2073': 5223.7.35
'2074': 5223.7.36
'2075': 5223.7.37
'2076': 5223.7.4
'2077': 5223.7.5
'2078': 5223.7.6
'2079': 5223.7.7
'2080': 5223.7.8
'2081': 5223.7.9
'2082': '5230.1'
'2083': '5230.2'
'2084': '5230.3'
'2085': '5241.1'
'2086': '5241.2'
'2087': '5242.1'
'2088': '5243.1'
'2089': '5244.1'
'2090': '5245.1'
'2091': '5246.1'
'2092': '5246.2'
'2093': '5249.1'
'2094': '5249.2'
'2095': 5249.2.1
'2096': 5249.2.1.1
'2097': 5249.2.1.2
'2098': 5249.2.1.3
'2099': 5249.2.1.4
'2100': 5249.2.1.5
'2101': 5249.2.1.6
'2102': 5249.2.1.7
'2103': 5249.2.2
'2104': 5249.2.2.1
'2105': 5249.2.2.2
'2106': '5249.3'
'2107': '5311.1'
'2108': 5311.1.1
'2109': 5311.1.2
'2110': 5311.1.3
'2111': 5311.1.4
'2112': '5311.2'
'2113': '5312.1'
'2114': '5312.2'
'2115': '5312.3'
'2116': '5312.4'
'2117': '5321.1'
'2118': 5321.1.1
'2119': '5322.1'
'2120': '5329.1'
'2121': '5329.2'
'2122': '5329.3'
'2123': '5411.1'
'2124': 5411.1.1
'2125': 5411.1.2
'2126': 5411.1.3
'2127': 5411.1.4
'2128': '5412.1'
'2129': '5413.1'
'2130': '5413.2'
'2131': '5414.1'
'2132': 5414.1.1
'2133': 5414.1.2
'2134': 5414.1.3
'2135': 5414.1.4
'2136': 5414.1.5
'2137': 5414.1.6
'2138': 5414.1.7
'2139': 5414.1.8
'2140': 5414.1.9
'2141': '5419.1'
'2142': '5419.10'
'2143': '5419.2'
'2144': '5419.3'
'2145': '5419.4'
'2146': '5419.5'
'2147': '5419.6'
'2148': '5419.7'
'2149': '5419.8'
'2150': '5419.9'
'2151': '6111.1'
'2152': '6112.1'
'2153': '6112.2'
'2154': 6112.2.1
'2155': '6112.3'
'2156': '6112.4'
'2157': '6112.5'
'2158': '6112.6'
'2159': '6113.1'
'2160': '6113.2'
'2161': '6113.3'
'2162': '6113.4'
'2163': '6113.5'
'2164': '6113.6'
'2165': '6114.1'
'2166': '6121.1'
'2167': '6121.2'
'2168': '6121.3'
'2169': '6121.4'
'2170': '6121.5'
'2171': '6121.6'
'2172': '6122.1'
'2173': '6122.2'
'2174': '6123.1'
'2175': '6129.1'
'2176': '6130.1'
'2177': '6130.2'
'2178': '6210.1'
'2179': '6221.1'
'2180': '6221.10'
'2181': '6221.11'
'2182': '6221.2'
'2183': '6221.3'
'2184': '6221.4'
'2185': '6221.5'
'2186': '6221.6'
'2187': '6221.7'
'2188': '6221.8'
'2189': '6221.9'
'2190': '6222.1'
'2191': '6223.1'
'2192': '6223.2'
'2193': 6223.2.1
'2194': '6224.1'
'2195': '7111.1'
'2196': '7112.1'
'2197': '7113.1'
'2198': 7113.1.1
'2199': '7114.1'
'2200': '7114.2'
'2201': '7115.1'
'2202': '7115.2'
'2203': '7115.3'
'2204': '7115.4'
'2205': '7115.5'
'2206': '7115.6'
'2207': '7115.7'
'2208': '7119.1'
'2209': '7119.2'
'2210': '7119.3'
'2211': '7119.4'
'2212': '7121.1'
'2213': '7122.1'
'2214': '7122.2'
'2215': '7122.3'
'2216': '7122.4'
'2217': '7123.1'
'2218': '7123.2'
'2219': '7124.1'
'2220': '7125.1'
'2221': '7125.2'
'2222': '7126.1'
'2223': '7126.10'
'2224': '7126.11'
'2225': '7126.12'
'2226': '7126.13'
'2227': '7126.14'
'2228': '7126.2'
'2229': '7126.3'
'2230': '7126.4'
'2231': '7126.5'
'2232': '7126.6'
'2233': '7126.7'
'2234': '7126.8'
'2235': '7126.9'
'2236': '7127.1'
'2237': '7131.1'
'2238': '7131.2'
'2239': '7131.3'
'2240': '7132.1'
'2241': '7132.2'
'2242': '7132.3'
'2243': '7133.1'
'2244': '7133.2'
'2245': '7133.3'
'2246': '7133.4'
'2247': '7133.5'
'2248': '7211.1'
'2249': 7211.1.1
'2250': 7211.1.2
'2251': 7211.1.3
'2252': '7212.1'
'2253': '7212.2'
'2254': '7212.3'
'2255': 7212.3.1
'2256': 7212.3.2
'2257': 7212.3.3
'2258': 7212.3.4
'2259': '7212.4'
'2260': '7213.1'
'2261': '7213.2'
'2262': '7213.3'
'2263': '7213.4'
'2264': '7214.1'
'2265': '7214.2'
'2266': '7214.3'
'2267': 7214.3.1
'2268': '7215.1'
'2269': 7215.1.1
'2270': '7215.2'
'2271': 7215.2.1
'2272': 7215.2.2
'2273': 7215.2.3
'2274': '7215.3'
'2275': '7215.4'
'2276': '7221.1'
'2277': 7221.1.1
'2278': '7221.2'
'2279': '7221.3'
'2280': '7221.4'
'2281': '7222.1'
'2282': '7222.2'
'2283': '7222.3'
'2284': '7222.4'
'2285': '7222.5'
'2286': '7223.1'
'2287': '7223.10'
'2288': '7223.11'
'2289': '7223.12'
'2290': '7223.13'
'2291': '7223.14'
'2292': '7223.15'
'2293': '7223.16'
'2294': '7223.17'
'2295': '7223.18'
'2296': '7223.19'
'2297': '7223.2'
'2298': '7223.20'
'2299': '7223.21'
'2300': '7223.22'
'2301': '7223.23'
'2302': '7223.24'
'2303': '7223.25'
'2304': '7223.3'
'2305': '7223.4'
'2306': 7223.4.1
'2307': 7223.4.2
'2308': 7223.4.3
'2309': 7223.4.4
'2310': 7223.4.4.1
'2311': 7223.4.5
'2312': 7223.4.6
'2313': 7223.4.7
'2314': 7223.4.8
'2315': '7223.5'
'2316': '7223.6'
'2317': '7223.7'
'2318': '7223.8'
'2319': '7223.9'
'2320': '7224.1'
'2321': '7224.2'
'2322': '7231.1'
'2323': '7231.10'
'2324': '7231.2'
'2325': '7231.3'
'2326': '7231.4'
'2327': '7231.5'
'2328': '7231.6'
'2329': '7231.7'
'2330': '7231.8'
'2331': '7231.9'
'2332': '7232.1'
'2333': '7232.2'
'2334': '7232.3'
'2335': '7232.4'
'2336': '7232.5'
'2337': '7233.1'
'2338': '7233.10'
'2339': '7233.11'
'2340': '7233.12'
'2341': '7233.13'
'2342': '7233.14'
'2343': '7233.15'
'2344': '7233.2'
'2345': '7233.3'
'2346': '7233.4'
'2347': '7233.5'
'2348': '7233.6'
'2349': '7233.7'
'2350': '7233.8'
'2351': 7233.8.1
'2352': 7233.8.2
'2353': '7233.9'
'2354': '7234.1'
'2355': '7311.1'
'2356': '7311.2'
'2357': '7311.3'
'2358': '7311.4'
'2359': '7311.5'
'2360': '7311.6'
'2361': '7312.1'
'2362': '7312.2'
'2363': '7312.3'
'2364': 7312.3.1
'2365': 7312.3.2
'2366': 7312.3.3
'2367': '7312.4'
'2368': '7312.5'
'2369': '7312.6'
'2370': 7312.6.1
'2371': 7312.6.2
'2372': 7312.6.3
'2373': '7312.7'
'2374': '7313.1'
'2375': 7313.1.1
'2376': 7313.1.2
'2377': 7313.1.3
'2378': 7313.1.4
'2379': 7313.1.5
'2380': 7313.1.6
'2381': 7313.1.7
'2382': 7313.1.8
'2383': '7313.2'
'2384': '7314.1'
'2385': '7314.2'
'2386': '7314.3'
'2387': '7315.1'
'2388': '7315.2'
'2389': '7316.1'
'2390': 7316.1.1
'2391': 7316.1.2
'2392': 7316.1.3
'2393': 7316.1.4
'2394': '7316.2'
'2395': '7316.3'
'2396': '7316.4'
'2397': '7317.1'
'2398': '7317.2'
'2399': '7317.3'
'2400': '7317.4'
'2401': '7317.5'
'2402': '7317.6'
'2403': '7318.1'
'2404': '7318.2'
'2405': '7318.3'
'2406': '7318.4'
'2407': '7318.5'
'2408': '7318.6'
'2409': '7319.1'
'2410': '7319.2'
'2411': '7321.1'
'2412': 7321.1.1
'2413': 7321.1.2
'2414': 7321.1.3
'2415': 7321.1.4
'2416': 7321.1.5
'2417': 7321.1.6
'2418': '7322.1'
'2419': '7322.10'
'2420': '7322.2'
'2421': '7322.3'
'2422': '7322.4'
'2423': '7322.5'
'2424': '7322.6'
'2425': '7322.7'
'2426': '7322.8'
'2427': '7322.9'
'2428': '7323.1'
'2429': '7323.2'
'2430': '7323.3'
'2431': '7323.4'
'2432': '7411.1'
'2433': 7411.1.1
'2434': 7411.1.1.1
'2435': 7411.1.1.2
'2436': 7411.1.2
'2437': 7411.1.3
'2438': 7411.1.4
'2439': '7412.1'
'2440': '7412.10'
'2441': '7412.11'
'2442': '7412.12'
'2443': '7412.2'
'2444': '7412.3'
'2445': '7412.4'
'2446': '7412.5'
'2447': '7412.6'
'2448': '7412.7'
'2449': '7412.8'
'2450': '7412.9'
'2451': '7413.1'
'2452': 7413.1.1
'2453': 7413.1.2
'2454': 7413.1.3
'2455': '7421.1'
'2456': '7421.2'
'2457': '7421.3'
'2458': '7421.4'
'2459': '7421.5'
'2460': '7421.6'
'2461': '7421.7'
'2462': '7421.8'
'2463': '7422.1'
'2464': '7422.2'
'2465': '7422.3'
'2466': 7422.3.1
'2467': '7422.4'
'2468': '7422.5'
'2469': '7422.6'
'2470': '7422.7'
'2471': '7511.1'
'2472': 7511.1.1
'2473': 7511.1.2
'2474': '7511.2'
'2475': '7511.3'
'2476': '7511.4'
'2477': '7511.5'
'2478': '7511.6'
'2479': 7511.6.1
'2480': 7511.6.2
'2481': '7512.1'
'2482': '7512.2'
'2483': '7512.3'
'2484': '7512.4'
'2485': '7512.5'
'2486': '7513.1'
'2487': '7513.2'
'2488': '7514.1'
'2489': '7514.2'
'2490': '7514.3'
'2491': '7515.1'
'2492': '7515.2'
'2493': '7515.3'
'2494': '7515.4'
'2495': '7515.5'
'2496': '7516.1'
'2497': '7516.2'
'2498': '7516.3'
'2499': '7521.1'
'2500': '7521.2'
'2501': '7522.1'
'2502': '7522.2'
'2503': '7522.3'
'2504': '7522.5'
'2505': '7522.6'
'2506': '7522.7'
'2507': '7523.1'
'2508': '7523.2'
'2509': '7523.3'
'2510': '7523.4'
'2511': '7523.5'
'2512': '7523.6'
'2513': '7531.1'
'2514': '7531.2'
'2515': '7531.3'
'2516': '7531.4'
'2517': '7531.5'
'2518': '7531.6'
'2519': '7532.1'
'2520': '7532.2'
'2521': '7532.3'
'2522': '7532.4'
'2523': '7532.5'
'2524': '7532.6'
'2525': '7532.7'
'2526': '7533.1'
'2527': '7533.2'
'2528': '7533.3'
'2529': '7533.4'
'2530': '7533.5'
'2531': '7534.1'
'2532': '7534.2'
'2533': '7534.3'
'2534': 7534.3.1
'2535': 7534.3.2
'2536': 7534.3.3
'2537': 7534.3.4
'2538': '7535.1'
'2539': '7535.2'
'2540': '7536.1'
'2541': 7536.1.1
'2542': 7536.1.2
'2543': 7536.1.3
'2544': '7536.2'
'2545': 7536.2.1
'2546': 7536.2.2
'2547': 7536.2.3
'2548': 7536.2.4
'2549': 7536.2.5
'2550': 7536.2.6
'2551': 7536.2.7
'2552': 7536.2.8
'2553': '7541.1'
'2554': '7541.2'
'2555': '7541.3'
'2556': '7542.1'
'2557': '7543.1'
'2558': '7543.10'
'2559': 7543.10.1
'2560': 7543.10.2
'2561': 7543.10.3
'2562': 7543.10.4
'2563': '7543.11'
'2564': '7543.2'
'2565': '7543.3'
'2566': '7543.4'
'2567': '7543.5'
'2568': '7543.6'
'2569': '7543.7'
'2570': 7543.7.1
'2571': 7543.7.2
'2572': 7543.7.3
'2573': 7543.7.4
'2574': 7543.7.5
'2575': 7543.7.6
'2576': 7543.7.7
'2577': '7543.8'
'2578': 7543.8.1
'2579': 7543.8.2
'2580': 7543.8.3
'2581': '7543.9'
'2582': 7543.9.1
'2583': 7543.9.2
'2584': 7543.9.3
'2585': '7544.1'
'2586': 7544.1.1
'2587': '8111.1'
'2588': '8111.2'
'2589': '8111.3'
'2590': '8111.4'
'2591': '8111.5'
'2592': '8112.1'
'2593': '8112.2'
'2594': '8112.3'
'2595': '8112.4'
'2596': '8113.1'
'2597': '8113.2'
'2598': '8113.3'
'2599': '8113.4'
'2600': '8113.5'
'2601': '8113.6'
'2602': '8113.7'
'2603': '8113.8'
'2604': '8113.9'
'2605': '8114.1'
'2606': '8114.2'
'2607': '8114.3'
'2608': '8114.4'
'2609': '8114.5'
'2610': '8114.6'
'2611': '8114.7'
'2612': '8114.8'
'2613': '8121.1'
'2614': '8121.2'
'2615': '8121.3'
'2616': '8121.4'
'2617': '8121.5'
'2618': '8121.6'
'2619': '8121.7'
'2620': '8122.1'
'2621': '8122.10'
'2622': '8122.11'
'2623': '8122.12'
'2624': '8122.2'
'2625': '8122.3'
'2626': '8122.4'
'2627': '8122.5'
'2628': '8122.6'
'2629': '8122.7'
'2630': '8122.8'
'2631': '8122.9'
'2632': '8131.1'
'2633': '8131.10'
'2634': '8131.11'
'2635': '8131.12'
'2636': '8131.13'
'2637': '8131.14'
'2638': '8131.15'
'2639': '8131.16'
'2640': '8131.17'
'2641': '8131.18'
'2642': '8131.19'
'2643': 8131.19.1
'2644': 8131.19.2
'2645': '8131.2'
'2646': 8131.2.1
'2647': 8131.2.2
'2648': 8131.2.3
'2649': 8131.2.4
'2650': 8131.2.5
'2651': 8131.2.6
'2652': '8131.20'
'2653': '8131.21'
'2654': '8131.3'
'2655': '8131.4'
'2656': '8131.5'
'2657': '8131.6'
'2658': '8131.7'
'2659': '8131.8'
'2660': '8131.9'
'2661': '8132.1'
'2662': '8132.2'
'2663': '8141.1'
'2664': 8141.1.1
'2665': 8141.1.2
'2666': 8141.1.3
'2667': 8141.1.4
'2668': 8141.1.5
'2669': 8141.1.6
'2670': 8141.1.7
'2671': 8141.1.8
'2672': 8141.1.9
'2673': 8141.1.9.1
'2674': 8141.1.9.2
'2675': '8142.1'
'2676': '8142.10'
'2677': '8142.11'
'2678': '8142.12'
'2679': '8142.13'
'2680': '8142.14'
'2681': '8142.2'
'2682': '8142.3'
'2683': '8142.4'
'2684': '8142.5'
'2685': '8142.6'
'2686': '8142.7'
'2687': 8142.7.1
'2688': '8142.8'
'2689': '8142.9'
'2690': '8143.1'
'2691': '8143.2'
'2692': '8143.3'
'2693': '8143.4'
'2694': '8143.5'
'2695': '8143.6'
'2696': '8143.7'
'2697': '8143.8'
'2698': '8151.1'
'2699': '8151.2'
'2700': 8151.2.1
'2701': 8151.2.2
'2702': 8151.2.3
'2703': '8151.3'
'2704': '8151.4'
'2705': '8152.1'
'2706': 8152.1.1
'2707': 8152.1.2
'2708': '8152.2'
'2709': '8152.3'
'2710': 8152.3.1
'2711': 8152.3.2
'2712': 8152.3.3
'2713': '8153.1'
'2714': 8153.1.1
'2715': 8153.1.2
'2716': 8153.1.3
'2717': 8153.1.4
'2718': 8153.1.5
'2719': '8154.1'
'2720': '8154.2'
'2721': '8154.3'
'2722': '8154.4'
'2723': '8155.1'
'2724': 8155.1.1
'2725': 8155.1.2
'2726': '8156.1'
'2727': '8156.2'
'2728': 8156.2.1
'2729': 8156.2.2
'2730': 8156.2.3
'2731': 8156.2.4
'2732': 8156.2.5
'2733': 8156.2.6
'2734': '8156.3'
'2735': 8156.3.1
'2736': '8156.4'
'2737': '8157.1'
'2738': 8157.1.1
'2739': '8157.2'
'2740': '8159.1'
'2741': '8159.2'
'2742': '8159.3'
'2743': '8159.4'
'2744': '8159.5'
'2745': '8159.6'
'2746': '8159.7'
'2747': '8159.8'
'2748': '8160.1'
'2749': '8160.10'
'2750': '8160.11'
'2751': '8160.12'
'2752': '8160.13'
'2753': '8160.14'
'2754': '8160.15'
'2755': '8160.16'
'2756': '8160.17'
'2757': '8160.18'
'2758': '8160.19'
'2759': '8160.2'
'2760': '8160.20'
'2761': '8160.21'
'2762': '8160.22'
'2763': '8160.23'
'2764': '8160.24'
'2765': '8160.25'
'2766': '8160.26'
'2767': '8160.27'
'2768': '8160.28'
'2769': '8160.29'
'2770': '8160.3'
'2771': '8160.30'
'2772': '8160.31'
'2773': '8160.32'
'2774': '8160.33'
'2775': '8160.34'
'2776': '8160.35'
'2777': '8160.36'
'2778': '8160.37'
'2779': '8160.38'
'2780': '8160.39'
'2781': '8160.4'
'2782': '8160.40'
'2783': '8160.41'
'2784': '8160.42'
'2785': '8160.43'
'2786': '8160.44'
'2787': '8160.45'
'2788': '8160.46'
'2789': '8160.47'
'2790': '8160.48'
'2791': '8160.49'
'2792': '8160.5'
'2793': '8160.50'
'2794': '8160.51'
'2795': '8160.52'
'2796': '8160.53'
'2797': '8160.54'
'2798': '8160.55'
'2799': '8160.6'
'2800': '8160.7'
'2801': '8160.8'
'2802': '8160.9'
'2803': '8171.1'
'2804': '8171.2'
'2805': '8171.3'
'2806': '8171.4'
'2807': '8171.5'
'2808': '8171.6'
'2809': '8171.8'
'2810': '8171.9'
'2811': '8172.1'
'2812': '8172.2'
'2813': '8172.3'
'2814': '8172.4'
'2815': '8172.5'
'2816': 8172.5.1
'2817': 8172.5.2
'2818': 8172.5.3
'2819': 8172.5.4
'2820': 8172.5.5
'2821': '8172.6'
'2822': '8181.1'
'2823': '8181.10'
'2824': '8181.2'
'2825': '8181.3'
'2826': 8181.3.1
'2827': 8181.3.2
'2828': '8181.4'
'2829': '8181.5'
'2830': '8181.6'
'2831': '8181.7'
'2832': '8181.8'
'2833': '8181.9'
'2834': '8182.1'
'2835': '8182.2'
'2836': '8183.1'
'2837': '8183.2'
'2838': '8183.3'
'2839': '8183.4'
'2840': '8183.5'
'2841': '8183.6'
'2842': '8183.7'
'2843': '8189.1'
'2844': '8189.2'
'2845': '8211.1'
'2846': 8211.1.1
'2847': '8211.2'
'2848': '8211.3'
'2849': '8211.4'
'2850': '8211.5'
'2851': 8211.5.1
'2852': 8211.5.2
'2853': 8211.5.3
'2854': '8211.6'
'2855': '8211.7'
'2856': '8212.1'
'2857': '8212.2'
'2858': 8212.2.1
'2859': 8212.2.2
'2860': 8212.2.3
'2861': '8212.3'
'2862': 8212.3.1
'2863': 8212.3.2
'2864': 8212.3.3
'2865': 8212.3.4
'2866': 8212.3.5
'2867': 8212.3.6
'2868': '8212.4'
'2869': '8212.5'
'2870': '8219.1'
'2871': '8219.10'
'2872': '8219.11'
'2873': '8219.2'
'2874': '8219.3'
'2875': '8219.4'
'2876': '8219.5'
'2877': '8219.6'
'2878': '8219.7'
'2879': '8219.8'
'2880': '8219.9'
'2881': '8311.1'
'2882': '8312.1'
'2883': '8312.2'
'2884': '8312.3'
'2885': '8312.4'
'2886': '8312.5'
'2887': '8321.1'
'2888': '8322.1'
'2889': '8322.2'
'2890': '8322.3'
'2891': '8322.4'
'2892': '8322.5'
'2893': '8322.6'
'2894': '8322.7'
'2895': '8331.1'
'2896': 8331.1.1
'2897': '8331.2'
'2898': '8332.1'
'2899': '8332.2'
'2900': '8332.3'
'2901': '8332.4'
'2902': '8332.5'
'2903': '8332.6'
'2904': '8332.7'
'2905': '8332.8'
'2906': '8341.1'
'2907': '8341.2'
'2908': '8341.3'
'2909': '8342.1'
'2910': '8342.10'
'2911': '8342.2'
'2912': '8342.3'
'2913': '8342.4'
'2914': '8342.5'
'2915': '8342.6'
'2916': '8342.7'
'2917': '8342.8'
'2918': '8342.9'
'2919': '8343.1'
'2920': '8343.2'
'2921': '8343.3'
'2922': '8343.4'
'2923': '8343.5'
'2924': '8344.1'
'2925': '8350.1'
'2926': '8350.2'
'2927': '8350.3'
'2928': '8350.4'
'2929': '8350.5'
'2930': '8350.6'
'2931': '8350.7'
'2932': '9111.1'
'2933': '9112.1'
'2934': '9112.2'
'2935': '9112.3'
'2936': '9112.4'
'2937': '9112.5'
'2938': '9112.6'
'2939': '9121.1'
'2940': '9121.2'
'2941': '9122.1'
'2942': '9123.1'
'2943': '9129.1'
'2944': '9129.2'
'2945': '9129.3'
'2946': '9211.1'
'2947': '9211.2'
'2948': '9212.1'
'2949': '9212.2'
'2950': '9212.3'
'2951': '9212.4'
'2952': '9213.1'
'2953': '9214.1'
'2954': '9214.2'
'2955': '9215.1'
'2956': '9216.1'
'2957': '9216.2'
'2958': '9216.3'
'2959': '9216.4'
'2960': '9311.1'
'2961': '9312.1'
'2962': 9312.1.1
'2963': 9312.1.2
'2964': 9312.1.3
'2965': 9312.1.4
'2966': 9312.1.5
'2967': 9312.1.6
'2968': '9313.1'
'2969': '9321.1'
'2970': '9321.2'
'2971': '9329.1'
'2972': '9329.2'
'2973': '9331.1'
'2974': '9332.1'
'2975': '9333.1'
'2976': '9333.2'
'2977': '9333.3'
'2978': '9333.4'
'2979': '9333.5'
'2980': '9333.6'
'2981': '9333.7'
'2982': '9333.8'
'2983': 9333.8.1
'2984': '9334.1'
'2985': '9411.1'
'2986': '9411.2'
'2987': '9412.1'
'2988': '9412.2'
'2989': '9510.1'
'2990': '9520.1'
'2991': '9611.1'
'2992': '9612.1'
'2993': '9612.2'
'2994': '9613.1'
'2995': '9621.1'
'2996': '9621.2'
'2997': '9622.1'
'2998': '9623.1'
'2999': '9623.2'
'3000': '9629.1'
'3001': '9629.2'
'3002': '9629.3'
'3003': '9629.4'
'3004': '9629.5'
'3005': '9629.6'
'3006': '9629.7'
'3007': None
- name: ESCO_LABELS
dtype: sequence
- name: ESCO_OCCUPATION
dtype:
class_label:
names:
'0': air force officer
'1': lieutenant
'2': navy officer
'3': squadron leader
'4': armed forces officer
'5': army captain
'6': army general
'7': army major
'8': artillery officer
'9': brigadier
'10': colonel
'11': fleet commander
'12': army corporal
'13': sergeant
'14': special forces officer
'15': warfare specialist
'16': air force pilot
'17': bomb disposal technician
'18': infantry soldier
'19': intelligence communications interceptor
'20': military engineer
'21': city councillor
'22': government minister
'23': governor
'24': mayor
'25': member of parliament
'26': secretary of state
'27': senator
'28': central bank governor
'29': consul
'30': diplomat
'31': ambassador
'32': embassy counsellor
'33': fire commissioner
'34': police commissioner
'35': public administration manager
'36': secretary general
'37': special-interest groups' official
'38': animal facility manager
'39': chief executive officer
'40': airport chief executive
'41': chief operating officer
'42': public employment service manager
'43': social entrepreneur
'44': financial manager
'45': accounting manager
'46': bank treasurer
'47': budget manager
'48': corporate treasurer
'49': employee volunteering programme coordinator
'50': human resources manager
'51': equality and inclusion manager
'52': volunteer manager
'53': director of compliance and information security in gambling
'54': policy manager
'55': social security administrator
'56': strategic planning manager
'57': tourism policy director
'58': procurement department manager
'59': programme manager
'60': business manager
'61': branch manager
'62': EU funds manager
'63': health safety and environmental manager
'64': sustainability manager
'65': business service manager
'66': facilities manager
'67': security manager
'68': corporate social responsibility manager
'69': defence administration officer
'70': department manager
'71': manufacturing facility manager
'72': chemical plant manager
'73': foundry manager
'74': power plant manager
'75': water treatment plant manager
'76': wood factory manager
'77': project manager
'78': quality services manager
'79': auction house manager
'80': banking products manager
'81': chief marketing officer
'82': destination manager
'83': marketing manager
'84': sales manager
'85': category manager
'86': licensing manager
'87': motor vehicle aftersales manager
'88': online sales channel manager
'89': promotion manager
'90': commercial director
'91': digital marketing manager
'92': tourism product manager
'93': communication manager
'94': advertising manager
'95': public relations manager
'96': product manager
'97': insurance product manager
'98': research and development manager
'99': product development manager
'100': clothing development manager
'101': footwear product development manager
'102': games development manager
'103': leather goods product development manager
'104': research manager
'105': ICT research manager
'106': forester
'107': aquaculture harvesting manager
'108': aquaculture husbandry manager
'109': aquaculture production manager
'110': "green\_coffee\_coordinator"
'111': manufacturing manager
'112': industrial production manager
'113': chemical production manager
'114': clothing operations manager
'115': food production manager
'116': footwear production manager
'117': leather finishing operations manager
'118': leather production manager
'119': leather goods production manager
'120': leather wet processing department manager
'121': metallurgical manager
'122': metal production manager
'123': industrial quality manager
'124': footwear quality manager
'125': leather goods quality manager
'126': textile quality manager
'127': operations manager
'128': sewerage systems manager
'129': waste management officer
'130': textile operations manager
'131': mine manager
'132': mine production manager
'133': oil and gas production manager
'134': quarry manager
'135': construction manager
'136': construction general contractor
'137': property developer
'138': airport director
'139': air traffic manager
'140': logistics and distribution manager
'141': distribution manager
'142': inland water transport general manager
'143': maritime water transport general manager
'144': rail operations manager
'145': road operations manager
'146': road transport division manager
'147': specialised goods distribution manager
'148': agricultural machinery and equipment distribution manager
'149': electrical household appliances distribution manager
'150': >-
electronic and telecommunications equipment and parts
distribution manager
'151': fish, crustaceans and molluscs distribution manager
'152': flowers and plants distribution manager
'153': fruit and vegetables distribution manager
'154': furniture, carpets and lighting equipment distribution manager
'155': >-
hardware, plumbing and heating equipment and supplies
distribution manager
'156': hides, skins and leather products distribution manager
'157': household goods distribution manager
'158': live animals distribution manager
'159': >-
agricultural raw materials, seeds and animal feeds distribution
manager
'160': >-
machinery, industrial equipment, ships and aircraft distribution
manager
'161': meat and meat products distribution manager
'162': metals and metal ores distribution manager
'163': >-
mining, construction and civil engineering machinery
distribution manager
'164': perfume and cosmetics distribution manager
'165': pharmaceutical goods distribution manager
'166': sugar, chocolate and sugar confectionery distribution manager
'167': textile industry machinery distribution manager
'168': >-
textiles, textile semi-finished and raw materials distribution
manager
'169': tobacco products distribution manager
'170': beverages distribution manager
'171': waste and scrap distribution manager
'172': watches and jewellery distribution manager
'173': wood and construction materials distribution manager
'174': chemical products distribution manager
'175': china and glassware distribution manager
'176': clothing and footwear distribution manager
'177': coffee, tea, cocoa and spices distribution manager
'178': >-
computers, computer peripheral equipment and software
distribution manager
'179': dairy products and edible oils distribution manager
'180': import export manager
'181': import export manager in agricultural machinery and equipment
'182': import export manager in electrical household appliances
'183': >-
import export manager in electronic and telecommunications
equipment and parts
'184': import export manager in fish, crustaceans and molluscs
'185': import export manager in flowers and plants
'186': import export manager in fruit and vegetables
'187': >-
import export manager in furniture, carpets and lighting
equipment
'188': >-
import export manager in hardware, plumbing and heating
equipment and supplies
'189': import export manager in hides, skins and leather products
'190': import export manager in household goods
'191': import export manager in live animals
'192': >-
import export manager in agricultural raw materials, seeds and
animal feeds
'193': >-
import export manager in machinery, industrial equipment, ships
and aircraft
'194': import export manager in machine tools
'195': import export manager in meat and meat products
'196': import export manager in metals and metal ores
'197': >-
import export manager in mining, construction and civil
engineering machinery
'198': import export manager in office furniture
'199': import export manager in office machinery and equipment
'200': import export manager in perfume and cosmetics
'201': import export manager in pharmaceutical goods
'202': >-
import export manager in sugar, chocolate and sugar
confectionery
'203': import export manager in beverages
'204': import export manager in textile industry machinery
'205': >-
import export manager in textiles and textile semi-finished and
raw materials
'206': import export manager in tobacco products
'207': import export manager in waste and scrap
'208': import export manager in watches and jewellery
'209': import export manager in wood and construction materials
'210': import export manager in chemical products
'211': import export manager in china and other glassware
'212': import export manager in clothing and footwear
'213': import export manager in coffee, tea, cocoa and spices
'214': >-
import export manager in computers, computer peripheral
equipment and software
'215': import export manager in dairy products and edible oils
'216': intermodal logistics manager
'217': warehouse manager
'218': finished leather warehouse manager
'219': move manager
'220': movie distributor
'221': "pipeline\_superintendent"
'222': railway station manager
'223': supply chain manager
'224': forecast manager
'225': purchasing manager
'226': leather raw materials purchasing manager
'227': resource manager
'228': chief data officer
'229': ICT information and knowledge manager
'230': ICT environmental manager
'231': chief information officer
'232': chief technology officer
'233': ICT documentation manager
'234': ICT operations manager
'235': software manager
'236': ICT product manager
'237': ICT project manager
'238': ICT vendor relationship manager
'239': telecommunications manager
'240': child care coordinator
'241': child day care centre manager
'242': nursery school head teacher
'243': clinical informatics manager
'244': healthcare institution manager
'245': elderly home manager
'246': social services manager
'247': public housing manager
'248': youth centre manager
'249': youth programme director
'250': headteacher
'251': dean of faculty
'252': university department head
'253': deputy head teacher
'254': education programme coordinator
'255': further education principal
'256': head of higher education institutions
'257': primary school head teacher
'258': secondary school department head
'259': secondary school head teacher
'260': special educational needs head teacher
'261': bank manager
'262': brokerage firm director
'263': credit union manager
'264': insurance agency manager
'265': insurance claims manager
'266': pension scheme manager
'267': airside safety manager
'268': court administrator
'269': document management officer
'270': energy manager
'271': environmental protection manager
'272': front of house manager
'273': interpretation agency manager
'274': library manager
'275': medical laboratory manager
'276': museum director
'277': publications coordinator
'278': airspace manager
'279': rescue centre manager
'280': service manager
'281': legal service manager
'282': sport administrator
'283': translation agency manager
'284': artistic director
'285': aviation communications and frequency coordination manager
'286': aviation surveillance and code coordination manager
'287': book publisher
'288': chief fire officer
'289': commercial art gallery manager
'290': correctional services manager
'291': accommodation manager
'292': hospitality entertainment manager
'293': rooms division manager
'294': restaurant manager
'295': department store manager
'296': retail department manager
'297': sales account manager
'298': shop manager
'299': ammunition shop manager
'300': clothing shop manager
'301': computer shop manager
'302': computer software and multimedia shop manager
'303': confectionery shop manager
'304': cosmetics and perfume shop manager
'305': craft shop manager
'306': delicatessen shop manager
'307': domestic appliances shop manager
'308': drugstore manager
'309': eyewear and optical equipment shop manager
'310': antique shop manager
'311': fish and seafood shop manager
'312': floor and wall coverings shop manager
'313': flower and garden shop manager
'314': fruit and vegetables shop manager
'315': fuel station manager
'316': furniture shop manager
'317': hardware and paint shop manager
'318': jewellery and watches shop manager
'319': kitchen and bathroom shop manager
'320': meat and meat products shop manager
'321': audio and video equipment shop manager
'322': medical goods shop manager
'323': motor vehicle shop manager
'324': music and video shop manager
'325': orthopaedic supply shop manager
'326': pet and pet food shop manager
'327': photography shop manager
'328': press and stationery shop manager
'329': second-hand shop manager
'330': shoe and leather accessories shop manager
'331': sporting and outdoor accessories shop manager
'332': audiology equipment shop manager
'333': telecommunication equipment shop manager
'334': textile shop manager
'335': tobacco shop manager
'336': toys and games shop manager
'337': bakery shop manager
'338': beverages shop manager
'339': bicycle shop manager
'340': bookshop manager
'341': building materials shop manager
'342': supermarket manager
'343': trade regional manager
'344': cultural facilities manager
'345': cultural centre director
'346': performance production manager
'347': recreational facilities manager
'348': beauty salon manager
'349': betting manager
'350': gambling manager
'351': lottery manager
'352': spa manager
'353': zoo curator
'354': sport facility manager
'355': call centre manager
'356': camping ground manager
'357': contact centre manager
'358': garage manager
'359': laundry and dry cleaning manager
'360': tourist information centre manager
'361': tour operator manager
'362': travel agency manager
'363': astronomer
'364': cosmologist
'365': physicist
'366': meteorologist
'367': aviation meteorologist
'368': climatologist
'369': weather forecaster
'370': metrologist
'371': chemist
'372': analytical chemist
'373': chemical application specialist
'374': chemical tester
'375': cosmetic chemist
'376': fragrance chemist
'377': textile chemist
'378': sensory scientist
'379': geologist
'380': environmental geologist
'381': seismologist
'382': exploration geologist
'383': geochemist
'384': hydrogeologist
'385': hydrologist
'386': mine geologist
'387': mud logger
'388': oceanographer
'389': palaeontologist
'390': geophysicist
'391': mineralogist
'392': actuarial consultant
'393': demographer
'394': gambling games developer
'395': gambling quality assurance engineer
'396': mathematician
'397': statistician
'398': biometrician
'399': animal behaviourist
'400': animal feed nutritionist
'401': bioinformatics scientist
'402': biologist
'403': aquaculture biologist
'404': microbiologist
'405': physiologist
'406': specialist biomedical scientist
'407': toxicologist
'408': biochemist
'409': biomedical scientist advanced
'410': biophysicist
'411': botanicals specialist
'412': botanist
'413': curator of horticulture
'414': epidemiologist
'415': geneticist
'416': marine biologist
'417': food biotechnologist
'418': immunologist
'419': pharmacologist
'420': biomedical scientist
'421': anatomical pathology technician
'422': cytology screener
'423': agricultural scientist
'424': agronomist
'425': aquaculture recirculation manager
'426': fisheries adviser
'427': forestry adviser
'428': livestock advisor
'429': airport environment officer
'430': pipeline environmental project manager
'431': soil scientist
'432': water quality analyst
'433': air pollution analyst
'434': environmental technician
'435': groundwater monitoring technician
'436': aquaculture environmental analyst
'437': conservation scientist
'438': countryside officer
'439': ecologist
'440': environmental programme coordinator
'441': environmental scientist
'442': natural resources consultant
'443': nature conservation officer
'444': clothing technologist
'445': process engineer
'446': textile technologist
'447': food and beverage packaging technologist
'448': homologation engineer
'449': industrial engineer
'450': manufacturing engineer
'451': production engineer
'452': automation engineer
'453': food production engineer
'454': surface engineer
'455': leather goods industrial engineer
'456': leather production planner
'457': maintenance and repair engineer
'458': packaging production manager
'459': civil engineer
'460': airport planning engineer
'461': water engineer
'462': construction engineer
'463': drainage engineer
'464': geological engineer
'465': hydropower engineer
'466': mining geotechnical engineer
'467': pipeline engineer
'468': rail project engineer
'469': transport engineer
'470': environmental engineer
'471': environmental mining engineer
'472': recycling specialist
'473': waste treatment engineer
'474': environmental expert
'475': wastewater engineer
'476': mechanical engineer
'477': aerospace engineer
'478': aerodynamics engineer
'479': marine engineer
'480': mechatronics engineer
'481': mine mechanical engineer
'482': mine ventilation engineer
'483': naval architect
'484': optomechanical engineer
'485': packing machinery engineer
'486': powertrain engineer
'487': precision engineer
'488': rolling stock engineer
'489': agricultural engineer
'490': agricultural equipment design engineer
'491': rotating equipment engineer
'492': steam engineer
'493': tooling engineer
'494': welding engineer
'495': automotive engineer
'496': container equipment design engineer
'497': engine designer
'498': equipment engineer
'499': fluid power engineer
'500': heating, ventilation, air conditioning engineer
'501': industrial tool design engineer
'502': chemical engineer
'503': biochemical engineer
'504': brewmaster
'505': cider master
'506': food technologist
'507': gas distribution engineer
'508': gas production engineer
'509': oenologist
'510': paper engineer
'511': pharmaceutical engineer
'512': rubber technologist
'513': synthetic materials engineer
'514': assayer
'515': petroleum engineer
'516': quarry engineer
'517': drilling engineer
'518': explosives engineer
'519': liquid fuel engineer
'520': metallurgist
'521': chemical metallurgist
'522': process metallurgist
'523': mine development engineer
'524': mine health and safety engineer
'525': mine planning engineer
'526': mineral processing engineer
'527': acoustical engineer
'528': health and safety engineer
'529': fire prevention and protection engineer
'530': materials engineer
'531': nanoengineer
'532': wood technology engineer
'533': optical engineer
'534': photonics engineer
'535': patent engineer
'536': quantity surveyor
'537': robotics engineer
'538': test engineer
'539': textile, leather and footwear researcher
'540': application engineer
'541': calculation engineer
'542': component engineer
'543': contract engineer
'544': design engineer
'545': installation engineer
'546': logistics engineer
'547': quality engineer
'548': compliance engineer
'549': research engineer
'550': autonomous driving specialist
'551': aviation ground systems engineer
'552': bioengineer
'553': biomedical engineer
'554': commissioning engineer
'555': dependability engineer
'556': dismantling engineer
'557': energy engineer
'558': alternative fuels engineer
'559': energy systems engineer
'560': geothermal engineer
'561': nuclear engineer
'562': offshore renewable energy engineer
'563': onshore wind energy engineer
'564': renewable energy engineer
'565': solar energy engineer
'566': thermal engineer
'567': electrical engineer
'568': electric power generation engineer
'569': electromagnetic engineer
'570': electromechanical engineer
'571': mine electrical engineer
'572': power distribution engineer
'573': substation engineer
'574': smart home engineer
'575': electronics engineer
'576': computer hardware engineer
'577': microsystem engineer
'578': optoelectronic engineer
'579': power electronics engineer
'580': predictive maintenance expert
'581': satellite engineer
'582': sensor engineer
'583': flight test engineer
'584': instrumentation engineer
'585': language engineer
'586': medical device engineer
'587': microelectronics designer
'588': microelectronics engineer
'589': integrated circuit design engineer
'590': microelectronics materials engineer
'591': microelectronics smart manufacturing engineer
'592': telecommunications engineer
'593': telecommunications analyst
'594': architect
'595': interior architect
'596': landscape architect
'597': landscape designer
'598': industrial designer
'599': automotive designer
'600': costume designer
'601': fashion designer
'602': clothing fashion designer
'603': footwear designer
'604': leather goods designer
'605': furniture designer
'606': jewellery designer
'607': model maker
'608': puppet designer
'609': textile designer
'610': leather goods product developer
'611': textile colourist
'612': textile product developer
'613': land planner
'614': mobility services manager
'615': transport planner
'616': urban planner
'617': cadastral technician
'618': cartographer
'619': geographic information systems specialist
'620': land surveyor
'621': hydrographic surveyor
'622': mine surveyor
'623': 3D modeller
'624': illustrator
'625': performance lighting designer
'626': performance video designer
'627': special effects artist
'628': stop-motion animator
'629': animation layout artist
'630': animator
'631': 3D animator
'632': desktop publisher
'633': digital artist
'634': digital games designer
'635': digital media designer
'636': gambling games designer
'637': graphic designer
'638': general practitioner
'639': specialised doctor
'640': advanced nurse practitioner
'641': nurse responsible for general care
'642': specialist nurse
'643': midwife
'644': aromatherapist
'645': complementary therapist
'646': acupuncturist
'647': homeopath
'648': traditional chinese medicine therapist
'649': animal chiropractor
'650': animal osteopath
'651': animal physiotherapist
'652': animal therapist
'653': animal hydrotherapist
'654': animal massage therapist
'655': aquatic animal health professional
'656': general veterinarian
'657': official veterinarian
'658': specialised veterinarian
'659': veterinary scientist
'660': dental practitioner
'661': specialist dentist
'662': pharmacist
'663': pharmaceutical quality specialist
'664': specialist pharmacist
'665': hospital pharmacist
'666': industrial pharmacist
'667': emergency response coordinator
'668': food safety specialist
'669': health and safety officer
'670': ergonomist
'671': radiation protection officer
'672': advanced physiotherapist
'673': physiotherapist
'674': dietitian
'675': prepared meals nutritionist
'676': audiologist
'677': speech and language therapist
'678': optometrist
'679': orthoptist
'680': chiropractor
'681': specialist chiropractor
'682': osteopath
'683': kinesiologist
'684': medical physics expert
'685': occupational therapist
'686': occupational therapy assistant
'687': podiatrist
'688': podiatry assistant
'689': radiographer
'690': diagnostic radiographer
'691': nuclear medicine radiographer
'692': recreational therapist
'693': animal assisted therapist
'694': art therapist
'695': dance therapist
'696': music therapist
'697': higher education lecturer
'698': anthropology lecturer
'699': communications lecturer
'700': computer science lecturer
'701': dentistry lecturer
'702': earth science lecturer
'703': economics lecturer
'704': education studies lecturer
'705': engineering lecturer
'706': fine arts instructor
'707': food science lecturer
'708': healthcare specialist lecturer
'709': archaeology lecturer
'710': history lecturer
'711': journalism lecturer
'712': law lecturer
'713': linguistics lecturer
'714': mathematics lecturer
'715': medicine lecturer
'716': modern languages lecturer
'717': music instructor
'718': nursing lecturer
'719': performing arts school dance instructor
'720': architecture lecturer
'721': performing arts theatre instructor
'722': pharmacy lecturer
'723': philosophy lecturer
'724': physics lecturer
'725': politics lecturer
'726': psychology lecturer
'727': religious studies lecturer
'728': social work lecturer
'729': sociology lecturer
'730': space science lecturer
'731': art studies lecturer
'732': university literature lecturer
'733': university research assistant
'734': university teaching assistant
'735': veterinary medicine lecturer
'736': assistant lecturer
'737': biology lecturer
'738': business lecturer
'739': chemistry lecturer
'740': classical languages lecturer
'741': social work practice educator
'742': vocational teacher
'743': agriculture, forestry and fishery vocational teacher
'744': electricity and energy vocational teacher
'745': electronics and automation vocational teacher
'746': firefighter instructor
'747': food service vocational teacher
'748': hairdressing vocational teacher
'749': hospitality vocational teacher
'750': industrial arts vocational teacher
'751': maritime instructor
'752': medical laboratory technology vocational teacher
'753': occupational driving instructor
'754': air traffic instructor
'755': occupational railway instructor
'756': physical education vocational teacher
'757': police trainer
'758': transport technology vocational teacher
'759': travel and tourism vocational teacher
'760': armed forces training and education officer
'761': auxiliary nursing and midwifery vocational teacher
'762': beauty vocational teacher
'763': business administration vocational teacher
'764': business and marketing vocational teacher
'765': cabin crew instructor
'766': design and applied arts vocational teacher
'767': secondary school teacher
'768': art teacher secondary school
'769': literature teacher at secondary school
'770': mathematics teacher at secondary school
'771': modern languages teacher secondary school
'772': music teacher secondary school
'773': philosophy teacher secondary school
'774': physical education teacher secondary school
'775': physics teacher secondary school
'776': religious education teacher at secondary school
'777': science teacher secondary school
'778': biology teacher secondary school
'779': business studies and economics teacher secondary school
'780': chemistry teacher secondary school
'781': classical languages teacher secondary school
'782': drama teacher secondary school
'783': geography teacher secondary school
'784': history teacher secondary school
'785': ICT teacher secondary school
'786': primary school teacher
'787': Steiner school teacher
'788': early years teacher
'789': Freinet school teacher
'790': Montessori school teacher
'791': curriculum administrator
'792': educational researcher
'793': education inspector
'794': special educational needs coordinator
'795': special educational needs teacher
'796': adult literacy teacher
'797': early years special educational needs teacher
'798': learning support teacher
'799': special educational needs itinerant teacher
'800': special educational needs teacher primary school
'801': special educational needs teacher secondary school
'802': teacher of talented and gifted students
'803': language school teacher
'804': sign language teacher
'805': music teacher
'806': arts education officer
'807': circus arts teacher
'808': dance teacher
'809': drama teacher
'810': photography teacher
'811': visual arts teacher
'812': ICT trainer
'813': digital literacy teacher
'814': academic advisor
'815': instructional designer
'816': learning mentor
'817': prison instructor
'818': public speaking coach
'819': tutor
'820': academic support officer
'821': admissions coordinator
'822': assessor of prior learning
'823': assistive technologist
'824': e-learning architect
'825': e-learning developer
'826': educational counsellor
'827': further education teacher
'828': accountant
'829': accounting analyst
'830': grants management officer
'831': public finance accountant
'832': tax advisor
'833': audit supervisor
'834': bankruptcy trustee
'835': budget analyst
'836': cost analyst
'837': dividend analyst
'838': financial auditor
'839': financial controller
'840': financial fraud examiner
'841': business valuer
'842': public funding advisor
'843': venture capitalist
'844': corporate banking manager
'845': corporate risk manager
'846': financial planner
'847': relationship banking manager
'848': financial risk manager
'849': investment adviser
'850': corporate investment banker
'851': investment fund management assistant
'852': investment manager
'853': investor relations manager
'854': investment fund manager
'855': personal trust officer
'856': programme funding manager
'857': financial analyst
'858': insurance rating analyst
'859': investment analyst
'860': mergers and acquisitions analyst
'861': securities analyst
'862': middle office analyst
'863': business analyst
'864': manufacturing cost estimator
'865': business consultant
'866': business intelligence manager
'867': lean manager
'868': logistics analyst
'869': civil service administrative officer
'870': monitoring and evaluation officer
'871': parliamentary assistant
'872': policy officer
'873': agricultural policy officer
'874': labour market policy officer
'875': legal policy officer
'876': public health policy officer
'877': recreation policy officer
'878': regional development policy officer
'879': social services policy officer
'880': competition policy officer
'881': cultural policy officer
'882': education policy officer
'883': environmental policy officer
'884': fiscal affairs policy officer
'885': foreign affairs officer
'886': housing policy officer
'887': immigration policy officer
'888': political affairs officer
'889': procurement category specialist
'890': public procurement specialist
'891': social service consultant
'892': sports programme coordinator
'893': trade development officer
'894': community development officer
'895': employment programme coordinator
'896': government planning inspector
'897': healthcare consultant
'898': humanitarian advisor
'899': intelligence officer
'900': international relations officer
'901': career guidance advisor
'902': employment and vocational integration consultant
'903': human resources officer
'904': labour relations officer
'905': occupational analyst
'906': recruitment consultant
'907': business coach
'908': corporate trainer
'909': corporate training manager
'910': advertising copywriter
'911': marketing consultant
'912': advertising media planner
'913': eBusiness manager
'914': marketing assistant
'915': online marketer
'916': market research analyst
'917': membership manager
'918': network marketer
'919': pricing specialist
'920': product and services manager
'921': promotion assistant
'922': advertising media buyer
'923': advertising specialist
'924': brand manager
'925': business developer
'926': client relations manager
'927': creative director
'928': customer experience manager
'929': hospitality revenue manager
'930': activism officer
'931': election agent
'932': fundraising manager
'933': intercultural communication consultant
'934': online community manager
'935': political campaign officer
'936': campaign canvasser
'937': political party agent
'938': public affairs consultant
'939': public relations officer
'940': spokesperson
'941': after-sales service technician
'942': medical sales representative
'943': renewable energy consultant
'944': sales engineer
'945': solar energy sales consultant
'946': technical sales representative
'947': >-
technical sales representative in agricultural machinery and
equipment
'948': technical sales representative in chemical products
'949': >-
technical sales representative in hardware, plumbing and heating
equipment
'950': >-
technical sales representative in machinery and industrial
equipment
'951': >-
technical sales representative in mining and construction
machinery
'952': technical sales representative in office machinery and equipment
'953': technical sales representative in the textile machinery industry
'954': ICT account manager
'955': ICT business development manager
'956': ICT presales engineer
'957': >-
technical sales representative in electronic and
telecommunications equipment
'958': computer scientist
'959': ICT consultant
'960': ICT intelligent systems designer
'961': ICT research consultant
'962': ICT system analyst
'963': ICT system architect
'964': blockchain architect
'965': ICT system developer
'966': ICT system integration consultant
'967': integration engineer
'968': IT auditor
'969': user experience analyst
'970': computer vision engineer
'971': data analyst
'972': data scientist
'973': embedded system designer
'974': enterprise architect
'975': green ICT consultant
'976': ICT business analysis manager
'977': ICT business analyst
'978': cloud engineer
'979': software analyst
'980': software architect
'981': software developer
'982': blockchain developer
'983': user interface developer
'984': digital games developer
'985': search engine optimisation expert
'986': user interface designer
'987': web content manager
'988': web developer
'989': ICT application configurator
'990': ICT application developer
'991': embedded systems software developer
'992': mobile application developer
'993': industrial mobile devices software developer
'994': numerical tool and process control programmer
'995': data quality specialist
'996': ICT auditor manager
'997': ICT change and configuration manager
'998': ICT disaster recovery analyst
'999': ICT quality assurance manager
'1000': ICT test analyst
'1001': software tester
'1002': digital games tester
'1003': ICT accessibility tester
'1004': ICT integration tester
'1005': ICT system tester
'1006': ICT usability tester
'1007': database administrator
'1008': database designer
'1009': database developer
'1010': database integrator
'1011': data warehouse designer
'1012': ICT system administrator
'1013': ICT network administrator
'1014': system configurator
'1015': ICT capacity planner
'1016': ICT network architect
'1017': ICT network engineer
'1018': chief ICT security officer
'1019': digital forensics expert
'1020': embedded systems security engineer
'1021': ethical hacker
'1022': ICT resilience manager
'1023': ICT security administrator
'1024': ICT security engineer
'1025': ICT security manager
'1026': knowledge engineer
'1027': lawyer
'1028': corporate lawyer
'1029': prosecutor
'1030': judge
'1031': supreme court judge
'1032': contract manager
'1033': notary
'1034': ombudsman
'1035': regulatory affairs manager
'1036': coroner
'1037': court jury coordinator
'1038': data protection officer
'1039': election observer
'1040': human rights officer
'1041': legal consultant
'1042': legislative drafter
'1043': mediator
'1044': archivist
'1045': collection manager
'1046': conservator
'1047': cultural archive manager
'1048': cultural visitor services manager
'1049': exhibition curator
'1050': exhibition registrar
'1051': museum scientist
'1052': zoo registrar
'1053': information manager
'1054': librarian
'1055': economic policy officer
'1056': economist
'1057': business economics researcher
'1058': economic adviser
'1059': economic development coordinator
'1060': tax policy analyst
'1061': anthropologist
'1062': communication scientist
'1063': media scientist
'1064': archaeologist
'1065': behavioural scientist
'1066': criminologist
'1067': geographer
'1068': sociologist
'1069': social work researcher
'1070': thanatology researcher
'1071': historian
'1072': genealogist
'1073': philosopher
'1074': political scientist
'1075': polygraph examiner
'1076': psychologist
'1077': clinical psychologist
'1078': educational psychologist
'1079': health psychologist
'1080': psychotherapist
'1081': social counsellor
'1082': bereavement counsellor
'1083': drug and alcohol addiction counsellor
'1084': family planning counsellor
'1085': marriage counsellor
'1086': sexual violence counsellor
'1087': social pedagogue
'1088': social worker
'1089': benefits advice worker
'1090': education welfare officer
'1091': employment support worker
'1092': enterprise development worker
'1093': family social worker
'1094': gerontology social worker
'1095': homelessness worker
'1096': hospital social worker
'1097': mental health social worker
'1098': migrant social worker
'1099': military welfare worker
'1100': child care social worker
'1101': palliative care social worker
'1102': probation officer
'1103': rehabilitation support worker
'1104': social work supervisor
'1105': substance misuse worker
'1106': victim support officer
'1107': youth offending team worker
'1108': youth worker
'1109': youth information worker
'1110': clinical social worker
'1111': community care case worker
'1112': community development social worker
'1113': community social worker
'1114': consultant social worker
'1115': criminal justice social worker
'1116': crisis situation social worker
'1117': chaplain
'1118': minister of religion
'1119': missionary
'1120': religion scientific researcher
'1121': book editor
'1122': dramaturge
'1123': literary scholar
'1124': writer
'1125': lyricist
'1126': script writer
'1127': speechwriter
'1128': technical communicator
'1129': journalist
'1130': blogger
'1131': fact checker
'1132': foreign correspondent
'1133': magazine editor
'1134': newspaper editor
'1135': picture editor
'1136': political journalist
'1137': sports journalist
'1138': vlogger
'1139': broadcast news editor
'1140': business journalist
'1141': columnist
'1142': copy editor
'1143': crime journalist
'1144': critic
'1145': editor-in-chief
'1146': entertainment journalist
'1147': graphologist
'1148': interpreter
'1149': lexicographer
'1150': linguist
'1151': lawyer linguist
'1152': sign language interpreter
'1153': translator
'1154': localiser
'1155': subtitler
'1156': artistic painter
'1157': storyboard artist
'1158': video artist
'1159': art restorer
'1160': cartoonist
'1161': ceramicist
'1162': conceptual artist
'1163': drawing artist
'1164': glass artist
'1165': printmaker
'1166': sculptor
'1167': composer
'1168': music arranger
'1169': music director
'1170': musician
'1171': musical conductor
'1172': choirmaster/choirmistress
'1173': singer
'1174': répétiteur
'1175': sound artist
'1176': choreographer
'1177': choreologist
'1178': dance répétiteur
'1179': dancer
'1180': art director
'1181': animation director
'1182': casting director
'1183': director of photography
'1184': performance lighting director
'1185': production designer
'1186': stage director
'1187': technical director
'1188': video and motion picture director
'1189': post-production supervisor
'1190': producer
'1191': music producer
'1192': video and motion picture producer
'1193': radio producer
'1194': video and motion picture editor
'1195': actor/actress
'1196': voice-over artist
'1197': audio describer
'1198': news anchor
'1199': presenter
'1200': community artist
'1201': performance artist
'1202': circus artist
'1203': disc jockey
'1204': puppeteer
'1205': stand-up comedian
'1206': street performer
'1207': variety artist
'1208': street artist
'1209': tourist animator
'1210': chemistry technician
'1211': chromatographer
'1212': nuclear technician
'1213': physics technician
'1214': radiation protection technician
'1215': remote sensing technician
'1216': soil surveying technician
'1217': food analyst
'1218': geology technician
'1219': hydrographic surveying technician
'1220': leather laboratory technician
'1221': material testing technician
'1222': meteorology technician
'1223': metrology technician
'1224': civil engineering technician
'1225': bridge inspector
'1226': rail maintenance technician
'1227': road maintenance technician
'1228': sewerage maintenance technician
'1229': water systems engineering technician
'1230': building inspector
'1231': construction quality inspector
'1232': construction quality manager
'1233': energy assessor
'1234': domestic energy assessor
'1235': fire inspector
'1236': fire protection technician
'1237': fire safety tester
'1238': landfill supervisor
'1239': surveying technician
'1240': construction safety inspector
'1241': construction safety manager
'1242': corrosion technician
'1243': energy analyst
'1244': energy conservation officer
'1245': energy consultant
'1246': engineering assistant
'1247': railway infrastructure inspector
'1248': electrical engineering technician
'1249': calibration technician
'1250': electromechanical engineering technician
'1251': hydropower technician
'1252': electronics engineering technician
'1253': avionics inspector
'1254': sensor engineering technician
'1255': computer hardware engineering technician
'1256': computer hardware test technician
'1257': instrumentation engineering technician
'1258': medical device engineering technician
'1259': microelectronics engineering technician
'1260': microelectronics maintenance technician
'1261': microsystem engineering technician
'1262': optoelectronic engineering technician
'1263': mechanical engineering technician
'1264': aerospace engineering technician
'1265': material stress analyst
'1266': mechatronics engineering technician
'1267': motor vehicle engine inspector
'1268': motor vehicle engine tester
'1269': optomechanical engineering technician
'1270': pneumatic engineering technician
'1271': production engineering technician
'1272': refrigeration air condition and heat pump technician
'1273': rolling stock engineering technician
'1274': rolling stock engine inspector
'1275': aircraft engine inspector
'1276': rolling stock engine tester
'1277': rolling stock inspector
'1278': vessel engine inspector
'1279': vessel engine tester
'1280': welding inspector
'1281': aircraft engine tester
'1282': automotive engineering technician
'1283': >-
heating, ventilation, air conditioning and refrigeration
engineering technician
'1284': industrial maintenance supervisor
'1285': marine engineering technician
'1286': marine mechatronics technician
'1287': marine surveyor
'1288': chemical engineering technician
'1289': asphalt laboratory technician
'1290': chemical manufacturing quality technician
'1291': colour sampling technician
'1292': hazardous waste technician
'1293': desalination technician
'1294': geotechnician
'1295': metallurgical technician
'1296': mine safety officer
'1297': mine surveying technician
'1298': 3D printing technician
'1299': clothing CAD technician
'1300': drafter
'1301': aerospace engineering drafter
'1302': marine engineering drafter
'1303': mechanical engineering drafter
'1304': product development engineering drafter
'1305': rolling stock engineering drafter
'1306': architectural drafter
'1307': automotive engineering drafter
'1308': civil drafter
'1309': computer-aided design operator
'1310': electrical drafter
'1311': electromechanical drafter
'1312': electronics drafter
'1313': >-
heating, ventilation, air conditioning (and refrigeration)
drafter
'1314': printed circuit board designer
'1315': airport maintenance technician
'1316': metal additive manufacturing operator
'1317': offshore renewable energy technician
'1318': photonics engineering technician
'1319': pipeline compliance coordinator
'1320': process engineering technician
'1321': product development engineering technician
'1322': quality engineering technician
'1323': footwear quality control laboratory technician
'1324': footwear quality technician
'1325': leather goods quality control laboratory technician
'1326': leather goods quality technician
'1327': textile chemical quality technician
'1328': textile quality technician
'1329': tanning technician
'1330': textile process controller
'1331': utilities inspector
'1332': automation engineering technician
'1333': robotics engineering technician
'1334': aviation safety officer
'1335': commissioning technician
'1336': food technician
'1337': footwear product developer
'1338': footwear production technician
'1339': industrial engineering technician
'1340': leather goods manufacturing technician
'1341': mine supervisor
'1342': mine shift manager
'1343': dairy processing technician
'1344': food production planner
'1345': industrial assembly supervisor
'1346': aircraft assembly supervisor
'1347': container equipment assembly supervisor
'1348': footwear assembly supervisor
'1349': machinery assembly supervisor
'1350': motor vehicle assembly supervisor
'1351': rolling stock assembly supervisor
'1352': vessel assembly supervisor
'1353': wood assembly supervisor
'1354': production supervisor
'1355': animal feed supervisor
'1356': metal production supervisor
'1357': optical instrument production supervisor
'1358': paper mill supervisor
'1359': plastic and rubber products manufacturing supervisor
'1360': precision mechanics supervisor
'1361': print studio supervisor
'1362': wood production supervisor
'1363': chemical processing supervisor
'1364': distillery supervisor
'1365': electrical equipment production supervisor
'1366': electronics production supervisor
'1367': footwear production supervisor
'1368': leather goods production supervisor
'1369': machine operator supervisor
'1370': malt house supervisor
'1371': waste management supervisor
'1372': construction general supervisor
'1373': bricklaying supervisor
'1374': dredging supervisor
'1375': electrical supervisor
'1376': glass installation supervisor
'1377': insulation supervisor
'1378': lift installation supervisor
'1379': paperhanger supervisor
'1380': plastering supervisor
'1381': plumbing supervisor
'1382': power lines supervisor
'1383': rail construction supervisor
'1384': bridge construction supervisor
'1385': road construction supervisor
'1386': roofing supervisor
'1387': sewer construction supervisor
'1388': structural ironwork supervisor
'1389': terrazzo setter supervisor
'1390': tiling supervisor
'1391': water conservation technician supervisor
'1392': carpenter supervisor
'1393': concrete finisher supervisor
'1394': construction painting supervisor
'1395': construction scaffolding supervisor
'1396': crane crew supervisor
'1397': demolition supervisor
'1398': dismantling supervisor
'1399': underwater construction supervisor
'1400': offshore renewable energy plant operator
'1401': onshore wind farm technician
'1402': power production plant operator
'1403': electrical power distributor
'1404': electrical transmission system operator
'1405': fossil-fuel power plant operator
'1406': geothermal power plant operator
'1407': hydroelectric plant operator
'1408': nuclear reactor operator
'1409': power plant control room operator
'1410': solar power plant operator
'1411': steam turbine operator
'1412': incinerator operator
'1413': liquid waste treatment plant operator
'1414': solid waste operator
'1415': wastewater treatment operator
'1416': wastewater treatment technician
'1417': water plant technician
'1418': water treatment systems operator
'1419': chemical processing plant controller
'1420': air separation plant operator
'1421': biogas technician
'1422': chemical plant control room operator
'1423': gas processing plant supervisor
'1424': gas station operator
'1425': gas processing plant control room operator
'1426': gas processing plant operator
'1427': oil refinery control room operator
'1428': petroleum pump system operator
'1429': refinery shift manager
'1430': metal furnace operator
'1431': automated assembly line operator
'1432': clothing process control technician
'1433': industrial robot controller
'1434': pulp control operator
'1435': biotechnical technician
'1436': scientific laboratory technician
'1437': bacteriology technician
'1438': biochemistry technician
'1439': biology technician
'1440': botanical technician
'1441': zoology technician
'1442': agricultural technician
'1443': aquaculture quality supervisor
'1444': aquaculture site supervisor
'1445': viticulture adviser
'1446': forestry technician
'1447': fisheries refrigeration engineer
'1448': marine chief engineer
'1449': ship assistant engineer
'1450': ship duty engineer
'1451': deck officer
'1452': helmsman
'1453': maritime pilot
'1454': ship captain
'1455': skipper
'1456': aircraft maintenance engineer
'1457': aircraft pilot
'1458': co-pilot
'1459': commercial pilot
'1460': airline transport pilot
'1461': flight instructor
'1462': helicopter pilot
'1463': private pilot
'1464': second officer
'1465': astronaut
'1466': drone pilot
'1467': air traffic controller
'1468': aeronautical information service officer
'1469': aeronautical information specialist
'1470': airport operations officer
'1471': aviation inspector
'1472': flight operations officer
'1473': air traffic safety technician
'1474': clinical perfusion scientist
'1475': radiation therapist
'1476': medical laboratory assistant
'1477': pharmacy assistant
'1478': pharmacy technician
'1479': audiology technician
'1480': dental technician
'1481': prosthetist-orthotist
'1482': prosthetic-orthotics technician
'1483': maternity support worker
'1484': herbal therapist
'1485': alternative animal therapist
'1486': veterinary technician
'1487': animal artificial insemination technician
'1488': animal embryo transfer technician
'1489': equine dental technician
'1490': veterinary nurse
'1491': dental chairside assistant
'1492': dental hygienist
'1493': medical records clerk
'1494': clinical coder
'1495': medical records manager
'1496': picture archiving and communication systems administrator
'1497': waiting list coordinator
'1498': community health worker
'1499': first aid instructor
'1500': optician
'1501': optical technician
'1502': massage therapist
'1503': physiotherapy assistant
'1504': shiatsu practitioner
'1505': sophrologist
'1506': doctors' surgery assistant
'1507': environmental health inspector
'1508': food regulatory advisor
'1509': food safety inspector
'1510': industrial waste inspector
'1511': hazardous materials inspector
'1512': hazardous waste inspector
'1513': occupational health and safety inspector
'1514': healthcare inspector
'1515': transport health and safety inspector
'1516': health and safety inspector
'1517': emergency ambulance driver
'1518': paramedic in emergency responses
'1519': anaesthetic technician
'1520': assistant clinical psychologist
'1521': chiropractic assistant
'1522': covid tester
'1523': dietetic technician
'1524': respiratory therapy technician
'1525': temperature screener
'1526': asset manager
'1527': financial broker
'1528': foreign exchange broker
'1529': mortgage broker
'1530': mutual fund broker
'1531': securities broker
'1532': securities underwriter
'1533': stock broker
'1534': financial trader
'1535': energy trader
'1536': foreign exchange trader
'1537': futures trader
'1538': securities trader
'1539': stock trader
'1540': bank account manager
'1541': credit adviser
'1542': credit analyst
'1543': credit manager
'1544': credit risk analyst
'1545': loan officer
'1546': mortgage loan underwriter
'1547': student financial support coordinator
'1548': accounting assistant
'1549': bookkeeper
'1550': grants administrator
'1551': actuarial assistant
'1552': statistical assistant
'1553': foreclosure specialist
'1554': gemmologist
'1555': insurance claims handler
'1556': insurance fraud investigator
'1557': loss adjuster
'1558': personal property appraiser
'1559': property appraiser
'1560': real estate surveyor
'1561': insurance broker
'1562': insurance risk consultant
'1563': insurance underwriter
'1564': property insurance underwriter
'1565': commercial sales representative
'1566': electricity sales representative
'1567': renewable energy sales representative
'1568': costume buyer
'1569': purchaser
'1570': green coffee buyer
'1571': ICT buyer
'1572': purchase planner
'1573': textile sourcing merchandiser
'1574': set buyer
'1575': standalone public buyer
'1576': timber trader
'1577': commodity broker
'1578': shipbroker
'1579': waste broker
'1580': commodity trader
'1581': non-vessel operating common carrier
'1582': wholesale merchant
'1583': wholesale merchant in agricultural machinery and equipment
'1584': wholesale merchant in electrical household appliances
'1585': >-
wholesale merchant in electronic and telecommunications
equipment and parts
'1586': wholesale merchant in fish, crustaceans and molluscs
'1587': wholesale merchant in flowers and plants
'1588': wholesale merchant in fruit and vegetables
'1589': wholesale merchant in furniture, carpets and lighting equipment
'1590': >-
wholesale merchant in hardware, plumbing and heating equipment
and supplies
'1591': wholesale merchant in hides, skins and leather products
'1592': wholesale merchant in household goods
'1593': wholesale merchant in live animals
'1594': >-
wholesale merchant in agricultural raw materials, seeds and
animal feeds
'1595': >-
wholesale merchant in machinery, industrial equipment, ships and
aircraft
'1596': wholesale merchant in machine tools
'1597': wholesale merchant in meat and meat products
'1598': wholesale merchant in metals and metal ores
'1599': >-
wholesale merchant in mining, construction and civil engineering
machinery
'1600': wholesale merchant in office furniture
'1601': wholesale merchant in office machinery and equipment
'1602': wholesale merchant in perfume and cosmetics
'1603': wholesale merchant in pharmaceutical goods
'1604': wholesale merchant in sugar, chocolate and sugar confectionery
'1605': wholesale merchant in beverages
'1606': wholesale merchant in textile industry machinery
'1607': >-
wholesale merchant in textiles and textile semi-finished and raw
materials
'1608': wholesale merchant in tobacco products
'1609': wholesale merchant in waste and scrap
'1610': wholesale merchant in watches and jewellery
'1611': wholesale merchant in wood and construction materials
'1612': wholesale merchant in chemical products
'1613': wholesale merchant in china and other glassware
'1614': wholesale merchant in clothing and footwear
'1615': wholesale merchant in coffee, tea, cocoa and spices
'1616': >-
wholesale merchant in computers, computer peripheral equipment
and software
'1617': wholesale merchant in dairy products and edible oils
'1618': customs and excise officer
'1619': forwarding manager
'1620': import export specialist
'1621': import export specialist in agricultural machinery and equipment
'1622': import export specialist in electrical household appliances
'1623': >-
import export specialist in electronic and telecommunications
equipment
'1624': import export specialist in fish, crustaceans and molluscs
'1625': import export specialist in flowers and plants
'1626': import export specialist in fruit and vegetables
'1627': >-
import export specialist in furniture, carpets and lighting
equipment
'1628': >-
import export specialist in hardware, plumbing and heating
equipment
'1629': import export specialist in hides, skins and leather products
'1630': import export specialist in household goods
'1631': import export specialist in live animals
'1632': >-
import export specialist in agricultural raw materials, seeds
and animal feeds
'1633': >-
import export specialist in machinery, industrial equipment,
ships and aircraft
'1634': import export specialist in machine tools
'1635': import export specialist in meat and meat products
'1636': import export specialist in metals and metal ores
'1637': >-
import export specialist in mining, construction, civil
engineering machinery
'1638': import export specialist in office furniture
'1639': import export specialist in office machinery and equipment
'1640': import export specialist in perfume and cosmetics
'1641': import export specialist in pharmaceutical goods
'1642': >-
import export specialist in sugar, chocolate and sugar
confectionery
'1643': import export specialist in beverages
'1644': import export specialist in textile industry machinery
'1645': >-
import export specialist in textiles and textile semi-finished
and raw materials
'1646': import export specialist in tobacco products
'1647': import export specialist in waste and scrap
'1648': import export specialist in watches and jewellery
'1649': import export specialist in wood and construction materials
'1650': import export specialist in chemical products
'1651': import export specialist in china and other glassware
'1652': import export specialist in clothing and footwear
'1653': import export specialist in coffee, tea, cocoa and spices
'1654': >-
import export specialist in computers, peripheral equipment and
software
'1655': import export specialist in dairy products and edible oils
'1656': shipping agent
'1657': international forwarding operations coordinator
'1658': event assistant
'1659': event manager
'1660': venue director
'1661': wedding planner
'1662': venue programmer
'1663': employment agent
'1664': housing manager
'1665': property acquisitions manager
'1666': title closer
'1667': real estate agent
'1668': letting agent
'1669': real estate investor
'1670': real estate leasing manager
'1671': real estate manager
'1672': advertising sales agent
'1673': auctioneer
'1674': intellectual property consultant
'1675': promoter
'1676': publishing rights manager
'1677': relocation officer
'1678': talent agent
'1679': tourism contract negotiator
'1680': call centre analyst
'1681': call centre quality auditor
'1682': call centre supervisor
'1683': contact centre supervisor
'1684': data entry supervisor
'1685': field survey manager
'1686': office manager
'1687': civil registrar
'1688': legal administrative assistant
'1689': administrative assistant
'1690': court reporter
'1691': education administrator
'1692': fundraising assistant
'1693': international student exchange coordinator
'1694': procurement support officer
'1695': project support officer
'1696': supply chain assistant
'1697': editorial assistant
'1698': executive assistant
'1699': management assistant
'1700': scopist
'1701': medical administrative assistant
'1702': medical practice manager
'1703': medical transcriptionist
'1704': customs officer
'1705': hand luggage inspector
'1706': immigration officer
'1707': tax compliance officer
'1708': tax inspector
'1709': social security inspector
'1710': social security officer
'1711': pensions administrator
'1712': immigration adviser
'1713': licensing officer
'1714': passport officer
'1715': criminal investigator
'1716': police detective
'1717': police inspector
'1718': agricultural inspector
'1719': consumer rights advisor
'1720': fisheries observer
'1721': forestry inspector
'1722': freight inspector
'1723': marine cargo inspector
'1724': gaming inspector
'1725': weights and measures inspector
'1726': case administrator
'1727': conveyance clerk
'1728': court administrative officer
'1729': court bailiff
'1730': court clerk
'1731': court enforcement officer
'1732': legal assistant
'1733': private detective
'1734': store detective
'1735': justice of the peace
'1736': crisis helpline operator
'1737': legal guardian
'1738': life coach
'1739': social care worker
'1740': adult community care worker
'1741': residential childcare worker
'1742': residential home adult care worker
'1743': residential home older adult care worker
'1744': residential home young people care worker
'1745': care at home worker
'1746': child welfare worker
'1747': disability support worker
'1748': family support worker
'1749': foster care support worker
'1750': housing support worker
'1751': mental health support worker
'1752': residential care home worker
'1753': social work assistant
'1754': volunteer mentor
'1755': monk/nun
'1756': pastoral worker
'1757': professional athlete
'1758': artistic coach
'1759': lifeguard instructor
'1760': sports coach
'1761': football coach
'1762': sports instructor
'1763': boxing instructor
'1764': golf instructor
'1765': ice-skating coach
'1766': ski instructor
'1767': snowboard instructor
'1768': swimming teacher
'1769': tennis coach
'1770': sports official
'1771': activity leader
'1772': outdoor activities coordinator
'1773': outdoor animator
'1774': assistant outdoor animator
'1775': outdoor activities instructor
'1776': survival instructor
'1777': specialised outdoor animator
'1778': fitness instructor
'1779': leisure attendant
'1780': personal trainer
'1781': pilates teacher
'1782': sport therapist
'1783': horse riding instructor
'1784': mountain guide
'1785': photographer
'1786': photojournalist
'1787': interior designer
'1788': interior planner
'1789': merchandiser
'1790': miniature set designer
'1791': set builder
'1792': scenic painter
'1793': set designer
'1794': visual merchandiser
'1795': art handler
'1796': big data archive librarian
'1797': taxidermist
'1798': chef
'1799': head chef
'1800': pastry chef
'1801': head pastry chef
'1802': private chef
'1803': assistant stage director
'1804': head of workshop
'1805': location manager
'1806': mask maker
'1807': media integration operator
'1808': performance flying director
'1809': performance lighting technician
'1810': intelligent lighting engineer
'1811': prompter
'1812': prop maker
'1813': prop master/prop mistress
'1814': pyrotechnic designer
'1815': assistant video and motion picture director
'1816': pyrotechnician
'1817': script supervisor
'1818': stage manager
'1819': stand-in
'1820': stunt performer
'1821': theatre technician
'1822': followspot operator
'1823': light board operator
'1824': scenery technician
'1825': stage machinist
'1826': stage technician
'1827': audio production technician
'1828': automated fly bar operator
'1829': body artist
'1830': broadcasting programme director
'1831': dresser
'1832': costume attendant
'1833': extra
'1834': fight director
'1835': data centre operator
'1836': ICT help desk agent
'1837': ICT help desk manager
'1838': ICT security technician
'1839': ICT technician
'1840': aviation data communications manager
'1841': ICT network technician
'1842': webmaster
'1843': audio-visual technician
'1844': boom operator
'1845': sound operator
'1846': video technician
'1847': camera operator
'1848': performance rental technician
'1849': performance video operator
'1850': projectionist
'1851': recording studio technician
'1852': sound designer
'1853': sound editor
'1854': sound mastering engineer
'1855': broadcast technician
'1856': telecommunications engineering technician
'1857': office clerk
'1858': membership administrator
'1859': secretary
'1860': typist
'1861': data entry clerk
'1862': bank teller
'1863': post office counter clerk
'1864': bingo caller
'1865': bookmaker
'1866': casino cashier
'1867': casino gaming manager
'1868': casino pit boss
'1869': gaming dealer
'1870': lottery operator
'1871': odds compiler
'1872': race track operator
'1873': pawnbroker
'1874': debt collector
'1875': insurance collector
'1876': ground steward/ground stewardess
'1877': host/hostess
'1878': ticket sales agent
'1879': railway sales agent
'1880': tourist information officer
'1881': tour operator representative
'1882': tour organiser
'1883': travel agent
'1884': travel consultant
'1885': customer contact centre information clerk
'1886': live chat operator
'1887': telephone switchboard operator
'1888': emergency medical dispatcher
'1889': hospitality establishment receptionist
'1890': camping ground operative
'1891': night auditor
'1892': customer service representative
'1893': receptionist
'1894': front line medical receptionist
'1895': veterinary receptionist
'1896': market research interviewer
'1897': survey enumerator
'1898': contact tracing agent
'1899': hotel concierge
'1900': billing clerk
'1901': sales support assistant
'1902': auditing clerk
'1903': back office specialist
'1904': financial markets back office administrator
'1905': foreign exchange cashier
'1906': insurance clerk
'1907': investment clerk
'1908': property assistant
'1909': tax clerk
'1910': payroll clerk
'1911': inventory coordinator
'1912': footwear factory warehouse operator
'1913': leather goods warehouse operator
'1914': raw material reception operator
'1915': raw materials warehouse specialist
'1916': warehouse operators for clothing
'1917': machinery assembly coordinator
'1918': aircraft cargo operations coordinator
'1919': pipeline route manager
'1920': port coordinator
'1921': rail logistics coordinator
'1922': rail traffic controller
'1923': road transport maintenance scheduler
'1924': ship pilot dispatcher
'1925': ship planner
'1926': taxi controller
'1927': tram controller
'1928': vessel operations coordinator
'1929': aircraft dispatcher
'1930': water traffic coordinator
'1931': baggage flow supervisor
'1932': bus route supervisor
'1933': dangerous goods safety adviser
'1934': freight transport dispatcher
'1935': gas scheduling representative
'1936': gas transmission system operator
'1937': move coordinator
'1938': library assistant
'1939': mail clerk
'1940': postman/postwoman
'1941': proofreader
'1942': file clerk
'1943': human resources assistant
'1944': advertising assistant
'1945': foreign language correspondence clerk
'1946': cabin crew manager
'1947': steward/stewardess
'1948': flight attendant
'1949': ship steward/ship stewardess
'1950': train attendant
'1951': chief conductor
'1952': railway passenger service agent
'1953': train conductor
'1954': passenger fare controller
'1955': tourist guide
'1956': environmental education officer
'1957': park guide
'1958': zoo educator
'1959': cook
'1960': diet cook
'1961': fish cook
'1962': grill cook
'1963': industrial cook
'1964': restaurant host/restaurant hostess
'1965': waiter/waitress
'1966': head waiter/head waitress
'1967': sommelier
'1968': beer sommelier
'1969': head sommelier
'1970': wine sommelier
'1971': bartender
'1972': barista
'1973': cocktail bartender
'1974': hairdresser
'1975': barber
'1976': hairdresser assistant
'1977': hair stylist
'1978': performance hairdresser
'1979': aesthetician
'1980': spa attendant
'1981': tanning consultant
'1982': weight loss consultant
'1983': beauty salon attendant
'1984': hair removal technician
'1985': make-up and hair designer
'1986': make-up artist
'1987': manicurist
'1988': masseur/masseuse
'1989': pedicurist
'1990': personal stylist
'1991': hotel butler
'1992': housekeeping supervisor
'1993': bed and breakfast operator
'1994': domestic housekeeper
'1995': domestic butler
'1996': building caretaker
'1997': amusement park cleaner
'1998': house sitter
'1999': verger
'2000': astrologer
'2001': fortune teller
'2002': medium
'2003': psychic
'2004': companion
'2005': cemetery attendant
'2006': embalmer
'2007': funeral attendant
'2008': funeral services director
'2009': animal care attendant
'2010': animal groomer
'2011': kennel worker
'2012': zookeeper
'2013': zoo section leader
'2014': animal handler
'2015': animal trainer
'2016': dog trainer
'2017': guide dog instructor
'2018': horse trainer
'2019': animal shelter worker
'2020': cattle pedicure
'2021': dog breeder
'2022': kennel supervisor
'2023': pet sitter
'2024': driving instructor
'2025': bus driving instructor
'2026': car driving instructor
'2027': motorcycle instructor
'2028': truck driving instructor
'2029': vessel steering instructor
'2030': club host/club hostess
'2031': dating service consultant
'2032': escort
'2033': market vendor
'2034': street food vendor
'2035': retail entrepreneur
'2036': shop supervisor
'2037': checkout supervisor
'2038': car leasing agent
'2039': motor vehicles parts advisor
'2040': personal shopper
'2041': sales assistant
'2042': sales processor
'2043': shop assistant
'2044': specialised seller
'2045': ammunition specialised seller
'2046': computer games, multimedia and software specialised seller
'2047': confectionery specialised seller
'2048': cosmetics and perfume specialised seller
'2049': delicatessen specialised seller
'2050': domestic appliances specialised seller
'2051': eyewear and optical equipment specialised seller
'2052': fish and seafood specialised seller
'2053': floor and wall coverings specialised seller
'2054': flower and garden specialised seller
'2055': fruit and vegetables specialised seller
'2056': audio and video equipment specialised seller
'2057': furniture specialised seller
'2058': hardware and paint specialised seller
'2059': jewellery and watches specialised seller
'2060': meat and meat products specialised seller
'2061': medical goods specialised seller
'2062': motor vehicles specialised seller
'2063': music and video shop specialised seller
'2064': orthopaedic supplies specialised seller
'2065': pet and pet food specialised seller
'2066': press and stationery specialised seller
'2067': audiology equipment specialised seller
'2068': second-hand goods specialised seller
'2069': shoe and leather accessories specialised seller
'2070': specialised antique dealer
'2071': sporting accessories specialised seller
'2072': telecommunications equipment specialised seller
'2073': textile specialised seller
'2074': tobacco specialised seller
'2075': toys and games specialised seller
'2076': bakery specialised seller
'2077': beverages specialised seller
'2078': bookshop specialised seller
'2079': building materials specialised seller
'2080': clothing specialised seller
'2081': computer and accessories specialised seller
'2082': cashier
'2083': lottery cashier
'2084': ticket issuing clerk
'2085': art model
'2086': fashion model
'2087': promotions demonstrator
'2088': door to door seller
'2089': call centre agent
'2090': fuel station specialised seller
'2091': food service worker
'2092': quick service restaurant team leader
'2093': rental manager
'2094': rental service representative
'2095': >-
rental service representative in other machinery, equipment and
tangible goods
'2096': >-
rental service representative in agricultural machinery and
equipment
'2097': rental service representative in air transport equipment
'2098': rental service representative in cars and light motor vehicles
'2099': >-
rental service representative in construction and civil
engineering machinery
'2100': rental service representative in office machinery and equipment
'2101': rental service representative in trucks
'2102': rental service representative in water transport equipment
'2103': rental service representative in personal and household goods
'2104': rental service representative in recreational and sports goods
'2105': rental service representative in video tapes and disks
'2106': vehicle rental agent
'2107': child care worker
'2108': au pair
'2109': babysitter
'2110': child day care worker
'2111': nanny
'2112': school bus attendant
'2113': early years teaching assistant
'2114': primary school teaching assistant
'2115': secondary school teaching assistant
'2116': special educational needs assistant
'2117': healthcare assistant
'2118': nurse assistant
'2119': home care aide
'2120': hospital porter
'2121': phlebotomist
'2122': sterile services technician
'2123': firefighter
'2124': industrial firefighter
'2125': marine firefighter
'2126': mine rescue officer
'2127': pump operator
'2128': police officer
'2129': juvenile correctional officer
'2130': prison officer
'2131': security guard
'2132': airport security officer
'2133': armoured car guard
'2134': bodyguard
'2135': door supervisor
'2136': gate guard
'2137': hospitality establishment security officer
'2138': security alarm investigator
'2139': security consultant
'2140': security guard supervisor
'2141': aircraft marshaller
'2142': game keeper
'2143': civil enforcement officer
'2144': coastguard watch officer
'2145': crossing guard
'2146': crowd controller
'2147': emergency response worker
'2148': life guard
'2149': street warden
'2150': animal welfare inspector
'2151': agronomic crop production team leader
'2152': arboriculturist
'2153': fruit production team leader
'2154': vineyard supervisor
'2155': hop farmer
'2156': vineyard cellar master
'2157': vineyard machinery operator
'2158': vineyard manager
'2159': groundsman/groundswoman
'2160': horticulture production manager
'2161': horticulture production team leader
'2162': interior landscaper
'2163': landscape gardener
'2164': tree surgeon
'2165': crop production manager
'2166': cattle breeder
'2167': equine yard manager
'2168': horse breeder
'2169': pig breeder
'2170': sheep breeder
'2171': shepherd
'2172': poultry breeder
'2173': poultry sexer
'2174': bee breeder
'2175': fur animals breeder
'2176': farm manager
'2177': mixed farmer
'2178': forest ranger
'2179': aquaculture cage technician
'2180': aquaculture recirculation technician
'2181': water-based aquaculture technician
'2182': aquaculture harvesting technician
'2183': aquaculture hatchery manager
'2184': aquaculture hatchery technician
'2185': aquaculture hatchery worker
'2186': aquaculture husbandry technician
'2187': aquaculture husbandry worker
'2188': aquaculture mooring manager
'2189': aquaculture rearing technician
'2190': fisheries boatman
'2191': deep-sea fishery worker
'2192': fisheries master
'2193': fisheries boatmaster
'2194': hunter
'2195': house builder
'2196': bricklayer
'2197': stonemason
'2198': stone engraver
'2199': concrete finisher
'2200': terrazzo setter
'2201': carpenter
'2202': door installer
'2203': fireplace installer
'2204': kitchen unit installer
'2205': staircase installer
'2206': window installer
'2207': frame maker
'2208': construction scaffolder
'2209': demolition worker
'2210': manufactured wooden building assembler
'2211': steeplejack
'2212': roofer
'2213': carpet fitter
'2214': hardwood floor layer
'2215': resilient floor layer
'2216': tile fitter
'2217': ceiling installer
'2218': plasterer
'2219': insulation worker
'2220': plate glass installer
'2221': vehicle glazier
'2222': bathroom fitter
'2223': sewerage network operative
'2224': sewer construction worker
'2225': sprinkler fitter
'2226': water conservation technician
'2227': water network operative
'2228': drain technician
'2229': gas service technician
'2230': heating technician
'2231': irrigation system installer
'2232': irrigation technician
'2233': pipeline maintenance worker
'2234': plumber
'2235': septic tank servicer
'2236': heating and ventilation service engineer
'2237': construction painter
'2238': marine painter
'2239': paperhanger
'2240': lacquer spray gun operator
'2241': surface treatment operator
'2242': transport equipment painter
'2243': asbestos abatement worker
'2244': building exterior cleaner
'2245': chimney sweep
'2246': chimney sweep supervisor
'2247': decontamination worker
'2248': foundry operative
'2249': coquille casting worker
'2250': foundry moulder
'2251': mouldmaker
'2252': brazier
'2253': solderer
'2254': welder
'2255': electron beam welder
'2256': laser beam welder
'2257': pipe welder
'2258': spot welder
'2259': welding coordinator
'2260': boilermaker
'2261': container equipment assembler
'2262': coppersmith
'2263': sheet metal worker
'2264': dismantling worker
'2265': shipwright
'2266': structural ironworker
'2267': riveter
'2268': event scaffolder
'2269': stagehand
'2270': rigger
'2271': boat rigger
'2272': ground rigger
'2273': high rigger
'2274': rigging supervisor
'2275': tent installer
'2276': blacksmith
'2277': farrier
'2278': drop forging hammer worker
'2279': hydraulic forging press worker
'2280': mechanical forging press worker
'2281': casting mould maker
'2282': gunsmith
'2283': locksmith
'2284': precision mechanic
'2285': tool and die maker
'2286': boring machine operator
'2287': laser marking machine operator
'2288': metal nibbling operator
'2289': metal planer operator
'2290': moulding machine operator
'2291': ornamental metal worker
'2292': oxy fuel burning machine operator
'2293': plasma cutting machine operator
'2294': router operator
'2295': scrap metal operative
'2296': screw machine operator
'2297': briquetting machine operator
'2298': spark erosion machine operator
'2299': stamping press operator
'2300': straightening machine operator
'2301': swaging machine operator
'2302': thread rolling machine operator
'2303': upsetting machine operator
'2304': chain making machine operator
'2305': computer numerical control machine operator
'2306': engraving machine operator
'2307': grinding machine operator
'2308': laser cutting machine operator
'2309': lathe and turning machine operator
'2310': metalworking lathe operator
'2311': metal sawing machine operator
'2312': milling machine operator
'2313': punch press operator
'2314': water jet cutter operator
'2315': drilling machine operator
'2316': drill press operator
'2317': fitter and turner
'2318': gear machinist
'2319': heat treatment furnace operator
'2320': metal polisher
'2321': tool grinder
'2322': automotive brake technician
'2323': vehicle technician
'2324': coachbuilder
'2325': diesel engine mechanic
'2326': refurbishing technician
'2327': restoration technician
'2328': roadside vehicle technician
'2329': tyre fitter
'2330': vehicle maintenance attendant
'2331': vehicle maintenance supervisor
'2332': aircraft de-icer installer
'2333': aircraft engine specialist
'2334': aircraft gas turbine engine overhaul technician
'2335': aircraft maintenance coordinator
'2336': aircraft maintenance technician
'2337': construction equipment technician
'2338': marine mechanic
'2339': mining equipment mechanic
'2340': moulding machine technician
'2341': pneumatic systems technician
'2342': rotating equipment mechanic
'2343': textile machinery technician
'2344': crane technician
'2345': fisheries assistant engineer
'2346': fluid power technician
'2347': forge equipment technician
'2348': greaser
'2349': industrial machinery mechanic
'2350': land-based machinery technician
'2351': agricultural machinery technician
'2352': forestry machinery technician
'2353': marine fitter
'2354': bicycle mechanic
'2355': clock and watchmaker
'2356': optical instrument assembler
'2357': optical instrument repairer
'2358': precision instrument assembler
'2359': surgical instrument maker
'2360': watch and clock repairer
'2361': idiophone musical instruments maker
'2362': instrument technician
'2363': keyboard musical instrument maker
'2364': harpsichord maker
'2365': organ builder
'2366': piano maker
'2367': membranophone musical instruments maker
'2368': musical instrument technician
'2369': stringed musical instrument maker
'2370': guitar maker
'2371': harp maker
'2372': violin maker
'2373': wind musical instrument maker
'2374': jeweller
'2375': filigree maker
'2376': goldsmith
'2377': jewellery engraver
'2378': jewellery mounter
'2379': jewellery polisher
'2380': jewellery repairer
'2381': precious stone setter
'2382': silversmith
'2383': precious stone cutter
'2384': hand brick moulder
'2385': production potter
'2386': pottery and porcelain caster
'2387': glass-blower
'2388': glass beveller
'2389': decorative painter
'2390': ceramic painter
'2391': glass painter
'2392': porcelain painter
'2393': wood painter
'2394': glass engraver
'2395': metal engraver
'2396': sign maker
'2397': artisan papermaker
'2398': basketmaker
'2399': brush maker
'2400': toymaker
'2401': wicker furniture maker
'2402': woodcarver
'2403': carpet handicraft worker
'2404': carpet weaver
'2405': fishing net maker
'2406': knitter
'2407': leather goods artisanal worker
'2408': weaver
'2409': candle maker
'2410': sports equipment repair technician
'2411': prepress technician
'2412': imagesetter
'2413': lithographer
'2414': prepress operator
'2415': scanning operator
'2416': screen making technician
'2417': typesetter
'2418': digital printer
'2419': textile printer
'2420': flexographic press operator
'2421': gravure press operator
'2422': hot foil operator
'2423': offset printer
'2424': paper embossing press operator
'2425': printing textile technician
'2426': reprographics technician
'2427': screen printer
'2428': bindery operator
'2429': book-sewing machine operator
'2430': book restorer
'2431': print folding operator
'2432': electrician
'2433': building electrician
'2434': domestic electrician
'2435': industrial electrician
'2436': electric meter technician
'2437': event electrician
'2438': solar energy technician
'2439': automotive battery technician
'2440': power tool repair technician
'2441': rolling stock electrician
'2442': theme park technician
'2443': automotive electrician
'2444': electrical mechanic
'2445': geothermal technician
'2446': ground lighting officer
'2447': household appliances repair technician
'2448': lift technician
'2449': marine electrician
'2450': mining electrician
'2451': electricity distribution technician
'2452': cable jointer
'2453': overhead line worker
'2454': street lighting electrician
'2455': ATM repair technician
'2456': avionics technician
'2457': consumer electronics repair technician
'2458': marine electronics technician
'2459': office equipment repair technician
'2460': railway electronic technician
'2461': smart home installer
'2462': vehicle electronics installer
'2463': communication infrastructure maintainer
'2464': computer hardware repair technician
'2465': mobile devices technician
'2466': mobile phone repair technician
'2467': radio technician
'2468': security alarm technician
'2469': telecommunications equipment maintainer
'2470': telecommunications technician
'2471': butcher
'2472': halal butcher
'2473': kosher butcher
'2474': fish preparation operator
'2475': fish trimmer
'2476': meat cutter
'2477': meat preparations operator
'2478': slaughterer
'2479': halal slaughterer
'2480': kosher slaughterer
'2481': baker
'2482': chocolatier
'2483': confectioner
'2484': pasta maker
'2485': pastry maker
'2486': dairy products maker
'2487': milk reception operator
'2488': fruit and vegetable preserver
'2489': oil mill operator
'2490': oilseed presser
'2491': coffee taster
'2492': farm milk controller
'2493': food grader
'2494': malt master
'2495': master coffee roaster
'2496': curing room worker
'2497': leaf sorter
'2498': leaf tier
'2499': wood drying kiln operator
'2500': wood treater
'2501': antique furniture reproducer
'2502': cabinet maker
'2503': cooper
'2504': furniture finisher
'2505': furniture restorer
'2506': recreation model maker
'2507': nailing machine operator
'2508': wood boring machine operator
'2509': wooden furniture machine operator
'2510': wood pallet maker
'2511': wood sander
'2512': woodturner
'2513': costume maker
'2514': dressmaker
'2515': hide grader
'2516': milliner
'2517': tailor
'2518': wig and hairpiece maker
'2519': clothing CAD patternmaker
'2520': clothing cutter
'2521': clothing product grader
'2522': digital prototyper
'2523': leather goods CAD patternmaker
'2524': leather goods patternmaker
'2525': wearing apparel patternmaker
'2526': doll maker
'2527': embroiderer
'2528': glove maker
'2529': made-up textile articles manufacturer
'2530': sewing machinist
'2531': aircraft interior technician
'2532': mattress maker
'2533': upholsterer
'2534': furniture upholsterer
'2535': marine upholsterer
'2536': motor vehicle upholsterer
'2537': railway car upholsterer
'2538': leather sorter
'2539': tanner
'2540': leather goods manual operator
'2541': leather goods finishing operator
'2542': leather goods hand cutting operator
'2543': leather goods hand stitcher
'2544': shoemaker
'2545': bespoke footwear technician
'2546': footwear 3D developer
'2547': footwear CAD patternmaker
'2548': footwear hand sewer
'2549': footwear patternmaker
'2550': hand lasting operator
'2551': orthopaedic footwear technician
'2552': shoe repairer
'2553': construction commercial diver
'2554': harvest diver
'2555': rescue diver
'2556': shotfirer
'2557': automated optical inspection operator
'2558': product quality inspector
'2559': cigar inspector
'2560': clothing quality inspector
'2561': precision device inspector
'2562': textile quality inspector
'2563': veneer grader
'2564': automotive test driver
'2565': battery test technician
'2566': control panel tester
'2567': non-destructive testing specialist
'2568': printed circuit board test technician
'2569': product assembly inspector
'2570': aircraft assembly inspector
'2571': consumer goods inspector
'2572': electrical equipment inspector
'2573': electronic equipment inspector
'2574': motor vehicle assembly inspector
'2575': rolling stock assembly inspector
'2576': vessel assembly inspector
'2577': product grader
'2578': engineered wood board grader
'2579': lumber grader
'2580': pulp grader
'2581': product quality controller
'2582': footwear quality controller
'2583': leather goods quality controller
'2584': metal product quality control inspector
'2585': pest management worker
'2586': pesticides sprayer
'2587': dewatering technician
'2588': driller
'2589': surface miner
'2590': underground heavy equipment operator
'2591': underground miner
'2592': mineral crushing operator
'2593': mineral processing operator
'2594': stone driller
'2595': stone planer
'2596': derrickhand
'2597': drill operator
'2598': oil rig motorhand
'2599': pipeline pump operator
'2600': roughneck
'2601': roustabout
'2602': tool pusher
'2603': tunnel boring machine operator
'2604': well-digger
'2605': asphalt plant operator
'2606': block machine operator
'2607': concrete products machine operator
'2608': electrolytic cell maker
'2609': precast moulder
'2610': slate mixer
'2611': stone polisher
'2612': stone splitter
'2613': casting machine operator
'2614': extrusion machine operator
'2615': metal annealer
'2616': metal drawing machine operator
'2617': metal rolling mill operator
'2618': spring maker
'2619': wire weaving machine operator
'2620': abrasive blasting operator
'2621': rustproofer
'2622': surface grinding machine operator
'2623': tumbling machine operator
'2624': anodising machine operator
'2625': coating machine operator
'2626': cylindrical grinder operator
'2627': deburring machine operator
'2628': dip tank operator
'2629': electroplating machine operator
'2630': enameller
'2631': filing machine operator
'2632': capsule filling machine operator
'2633': lime kiln operator
'2634': mine control room operator
'2635': nitrator operator
'2636': nitroglycerin neutraliser
'2637': nitroglycerin separator operator
'2638': nonwoven filament machine operator
'2639': perfume production machine operator
'2640': pill maker operator
'2641': plodder operator
'2642': soap maker
'2643': soap chipper
'2644': soap drier operator
'2645': chemical mixer
'2646': fertiliser mixer
'2647': lacquer maker
'2648': paint mixer
'2649': pesticide mixer
'2650': tracer powder blender
'2651': varnish maker
'2652': soap tower operator
'2653': wax bleacher
'2654': coking furnace operator
'2655': cosmetics production machine operator
'2656': distillation operator
'2657': dry house attendant
'2658': fermenter operator
'2659': gauger
'2660': granulator machine operator
'2661': motion picture film developer
'2662': photographic developer
'2663': rubber products machine operator
'2664': belt builder
'2665': coagulation operator
'2666': foam rubber mixer
'2667': rubber cutting machine tender
'2668': rubber dipping machine operator
'2669': sectional belt mould assembler
'2670': tyre builder
'2671': tyre vulcaniser
'2672': V-belt builder
'2673': V-belt coverer
'2674': V-belt finisher
'2675': blow moulding machine operator
'2676': plastic heat treatment equipment operator
'2677': plastic rolling machine operator
'2678': pultrusion machine operator
'2679': record press operator
'2680': vacuum forming machine operator
'2681': cake press operator
'2682': compression moulding machine operator
'2683': fiberglass laminator
'2684': fibreglass machine operator
'2685': filament winding operator
'2686': injection moulding operator
'2687': optical disc moulding machine operator
'2688': insulating tube winder
'2689': plastic furniture machine operator
'2690': absorbent pad machine operator
'2691': corrugator operator
'2692': envelope maker
'2693': paper bag machine operator
'2694': paperboard products assembler
'2695': paper cutter operator
'2696': tissue paper perforating and rewinding operator
'2697': paper stationery machine operator
'2698': cotton gin operator
'2699': spinning machine operator
'2700': man-made fiber spinner
'2701': twisting machine operator
'2702': yarn spinner
'2703': spinning textile technician
'2704': winding machine operator
'2705': knitting machine operator
'2706': knitting machine supervisor
'2707': knitting textile technician
'2708': textile machine operator
'2709': weaving machine operator
'2710': tufting operator
'2711': weaving machine supervisor
'2712': weaving textile technician
'2713': sewing machine operator
'2714': clothing alteration machinist
'2715': clothing sample machinist
'2716': embroidery machine operator
'2717': leather goods stitching machine operator
'2718': protective clothing apparel manufacturer
'2719': finishing textile technician
'2720': textile dyeing technician
'2721': textile dyer
'2722': textile finishing machine operator
'2723': leather production machine operator
'2724': colour sampling operator
'2725': leather finishing operator
'2726': automated cutting machine operator
'2727': footwear production machine operator
'2728': cutting machine operator
'2729': footwear maintenance technician
'2730': footwear stitching machine operator
'2731': lasting machine operator
'2732': pre-lasting operator
'2733': sole and heel operator
'2734': leather goods machine operator
'2735': leather goods maintenance technician
'2736': pre-stitching machine operator
'2737': laundry worker
'2738': laundry ironer
'2739': laundry workers supervisor
'2740': braiding machine operator
'2741': braiding textile technician
'2742': canvas goods assembler
'2743': leather measuring operator
'2744': mattress making machine operator
'2745': nonwoven staple machine operator
'2746': nonwoven textile technician
'2747': textile pattern making machine operator
'2748': animal feed operator
'2749': cacao beans cleaner
'2750': candy machine operator
'2751': carbonation operator
'2752': cellar operator
'2753': centrifuge operator
'2754': chilling operator
'2755': chocolate moulding operator
'2756': cider fermentation operator
'2757': cigarette making machine operator
'2758': clarifier
'2759': baking operator
'2760': cocoa mill operator
'2761': cocoa press operator
'2762': coffee grinder
'2763': coffee roaster
'2764': dairy processing operator
'2765': dairy products manufacturing worker
'2766': distillery miller
'2767': distillery worker
'2768': dryer attendant
'2769': extract mixer tester
'2770': beverage filtration technician
'2771': fat-purification worker
'2772': fish canning operator
'2773': fish production operator
'2774': flour purifier operator
'2775': food production operator
'2776': fruit-press operator
'2777': fruit and vegetable canner
'2778': germination operator
'2779': honey extractor
'2780': hydrogenation machine operator
'2781': blanching operator
'2782': kettle tender
'2783': liquor blender
'2784': liquor grinding mill operator
'2785': malt kiln operator
'2786': milk heat treatment process operator
'2787': miller
'2788': pasta operator
'2789': prepared meat operator
'2790': refining machine operator
'2791': sauce production operator
'2792': blender operator
'2793': starch converting operator
'2794': starch extraction operator
'2795': sugar refinery operator
'2796': vermouth manufacturer
'2797': wine fermenter
'2798': yeast distiller
'2799': blending plant operator
'2800': brew house operator
'2801': bulk filler
'2802': cacao bean roaster
'2803': bleacher operator
'2804': digester operator
'2805': froth flotation deinking operator
'2806': laminating machine operator
'2807': paper machine operator
'2808': paper pulp moulding operator
'2809': pulp technician
'2810': wash deinking operator
'2811': chipper operator
'2812': crosscut saw operator
'2813': debarker operator
'2814': engineered wood board machine operator
'2815': sawmill operator
'2816': band saw operator
'2817': planer thicknesser operator
'2818': table saw operator
'2819': veneer slicer operator
'2820': wood router operator
'2821': wood fuel pelletiser
'2822': auger press operator
'2823': kiln firer
'2824': brick and tile caster
'2825': clay kiln burner
'2826': clay products dry kiln operator
'2827': tunnel kiln operator
'2828': drawing kiln operator
'2829': dry press operator
'2830': fibre machine tender
'2831': glass annealer
'2832': glass forming machine operator
'2833': glass polisher
'2834': boiler operator
'2835': steam plant operator
'2836': canning and bottling line operator
'2837': cigar brander
'2838': cylinder filler
'2839': footwear finishing and packing operator
'2840': heat sealing machine operator
'2841': leather goods packing operator
'2842': packaging and filling machine operator
'2843': edge bander operator
'2844': slitter operator
'2845': aircraft assembler
'2846': aircraft engine assembler
'2847': industrial machinery assembler
'2848': mechatronics assembler
'2849': motorcycle assembler
'2850': motor vehicle assembler
'2851': motor vehicle body assembler
'2852': motor vehicle engine assembler
'2853': motor vehicle parts assembler
'2854': rolling stock assembler
'2855': vessel engine assembler
'2856': dental instrument assembler
'2857': electrical equipment assembler
'2858': control panel assembler
'2859': electrical cable assembler
'2860': wire harness assembler
'2861': electronic equipment assembler
'2862': battery assembler
'2863': electromechanical equipment assembler
'2864': electronic musical instrument maker
'2865': photographic equipment assembler
'2866': printed circuit board assembler
'2867': semiconductor processor
'2868': surface-mount technology machine operator
'2869': wave soldering machine operator
'2870': ammunition assembler
'2871': rubber goods assembler
'2872': wood products assembler
'2873': bicycle assembler
'2874': firework assembler
'2875': furniture assembler
'2876': jewellery assembler
'2877': medical device assembler
'2878': metal furniture machine operator
'2879': metal products assembler
'2880': plastic products assembler
'2881': train driver
'2882': level crossing signalperson
'2883': rail switchperson
'2884': shunter
'2885': train dispatcher
'2886': train preparer
'2887': motorcycle delivery person
'2888': armoured car driver
'2889': car and van delivery driver
'2890': hearse driver
'2891': parking valet
'2892': patient transport services driver
'2893': private chauffeur
'2894': taxi driver
'2895': bus driver
'2896': trolley bus driver
'2897': tram driver
'2898': aircraft fuel system operator
'2899': cargo vehicle driver
'2900': concrete pump operator
'2901': dangerous goods driver
'2902': fire service vehicle operator
'2903': live animal transporter
'2904': moving truck driver
'2905': refuse vehicle driver
'2906': forestry equipment operator
'2907': land-based machinery operator
'2908': land-based machinery supervisor
'2909': bulldozer operator
'2910': surface mine plant operator
'2911': dredge operator
'2912': excavator operator
'2913': grader operator
'2914': pile driving hammer operator
'2915': road construction worker
'2916': road roller operator
'2917': scraper operator
'2918': snow-clearing worker
'2919': automated cable vehicle controller
'2920': container crane operator
'2921': mobile crane operator
'2922': production plant crane operator
'2923': tower crane operator
'2924': forklift operator
'2925': boatswain
'2926': decksman
'2927': engine minder
'2928': fisheries deckhand
'2929': matrose
'2930': ordinary seaman
'2931': sailor
'2932': domestic cleaner
'2933': aircraft groomer
'2934': building cleaner
'2935': furniture cleaner
'2936': room attendant
'2937': toilet attendant
'2938': train cleaner
'2939': linen room attendant
'2940': wearing apparel presser
'2941': vehicle cleaner
'2942': window cleaner
'2943': drapery and carpet cleaner
'2944': sewerage cleaner
'2945': swimming facility attendant
'2946': fruit and vegetable picker
'2947': vineyard worker
'2948': catcher
'2949': equine worker
'2950': groom
'2951': livestock worker
'2952': crop production worker
'2953': garden labourer
'2954': horticulture worker
'2955': forest worker
'2956': aquaculture cage mooring worker
'2957': aquaculture harvesting worker
'2958': on foot aquatic resources collector
'2959': water-based aquaculture worker
'2960': mining assistant
'2961': civil engineering worker
'2962': drainage worker
'2963': rail layer
'2964': road maintenance worker
'2965': road marker
'2966': road sign installer
'2967': waterway construction labourer
'2968': building construction worker
'2969': clothing finisher
'2970': hand packer
'2971': factory hand
'2972': wood caulker
'2973': bicycle courier
'2974': carriage driver
'2975': airport baggage handler
'2976': distribution centre dispatcher
'2977': materials handler
'2978': mover
'2979': rail intermodal equipment operator
'2980': stevedore
'2981': stevedore superintendent
'2982': warehouse worker
'2983': warehouse order picker
'2984': shelf filler
'2985': pizzaiolo
'2986': quick service restaurant crew member
'2987': kitchen assistant
'2988': kitchen porter
'2989': leaflet distributor
'2990': hawker
'2991': refuse collector
'2992': recycling worker
'2993': sorter labourer
'2994': street sweeper
'2995': doorman/doorwoman
'2996': hotel porter
'2997': handyman
'2998': meter reader
'2999': vending machine operator
'3000': advertising installer
'3001': amusement and recreation attendant
'3002': attraction operator
'3003': cloak room attendant
'3004': laundromat attendant
'3005': locker room attendant
'3006': usher
'3007': None
- name: ESCO_DESCRIPTION
dtype: string
- name: LANGUAGE
dtype: string
splits:
- name: train
num_examples: 2413
- name: test
num_examples: 604
configs:
- config_name: esco_en
data_files:
- split: train
path: data/en/train.parquet
- split: test
path: data/en/test.parquet
default: true
train-eval-index:
- config: esco_en
task: text-classification
task_id: multi_class_classification
splits:
train_split: train
eval_split: test
col_mapping:
ISCO_CODE_1: target
label: target
metrics:
- type: accuracy
name: Accuracy
- type: f1
name: F1 macro
args:
average: macro
- type: f1
name: F1 micro
args:
average: micro
- type: f1
name: F1 weighted
args:
average: weighted
- type: precision
name: Precision macro
args:
average: macro
- type: precision
name: Precision micro
args:
average: micro
- type: precision
name: Precision weighted
args:
average: weighted
- type: recall
name: Recall macro
args:
average: macro
- type: recall
name: Recall micro
args:
average: micro
- type: recall
name: Recall weighted
args:
average: weighted
- type: danieldux/isco_hierarchical_accuracy
name: ISCO Hierarchical Accuracy