{"type":"survey","doc_desc":{"title":"GHA_2012_GLSS_v01_M","idno":"DDI_GHA_2012_GLSS_v01_M_WB","producers":[{"name":"Development Data Group","abbreviation":"DECDG","affiliation":"The World Bank","role":"Metadata Preparation"}],"prod_date":"2014-09-24","version_statement":{"version":"Version 02 (August 2016)\nVersion 01 (September 2014)"}},"study_desc":{"title_statement":{"idno":"GHA_2012_GLSS_v01_M","title":"Living Standards Survey VI 2012-2013","alt_title":"GLSS-VI 2012-13"},"authoring_entity":[{"name":"Ghana Statistical Service","affiliation":"Government of Ghana"}],"production_statement":{"funding_agencies":[{"name":"World Bank","abbreviation":"WBG","role":"Technical and financial support"},{"name":"International Labour Organization","abbreviation":"ILO","role":"Technical and financial support"},{"name":"Department for International Development","abbreviation":"DFID","role":"Financial assistance"},{"name":"United Nations Population Fund","abbreviation":"UNFPA","role":"Financial assistance"}]},"distribution_statement":{"contact":[{"name":"LSMS Data Manager","affiliation":"The World Bank","email":"lsms@worldbank.org","uri":""}]},"series_statement":{"series_name":"Living Standards Measurement Study [hh\/lsms]","series_info":"Ghana has conducted five rounds of living standards surveys since 1987. The second, third and fourth rounds were carried out in 1988, 1991\/92 and 1998\/99 respectively. The fifth round of the Ghana Living Standards Survey (GLSS 5) was implemented in 2005\/06.The GLSS 6 was a nationwide household survey that was conducted in 2012\/13.The previous rounds of GLSS have always had a specific focus. In the 5th round for instance, the Non-Farm Household Enterprises Module was made the focus and additional sections covering tourism, migrants and remittances were introduced. This time around the GLSS 6 included a Labor Force Survey (LFS) module with additional sections on child labor and household financial services."},"version_statement":{"version":"v01","version_date":"2012-10-18"},"study_info":{"abstract":"The GLSS collected detailed information on the following topics: demographic characteristics of the population, education, health, employment, time use, migration, housing conditions and household agriculture. Consequently section four of the GLSS 6 addressed and collected information on the labor issues. It was expanded to address more representative sampling and possibly additional indicators pertaining to the northern savannah ecological zone, where a major government of Ghana initiative on Savannah Accelerated Development (SADA) had just commenced. The survey was spread over a 12-month period in order to ensure a continuous recording of household consumption, expenditures and changes occurring thereof. The specific objectives of the survey were as follows:\n1. To provide information on patterns of household's consumption and expenditure at a lower level of disaggregation.\n2. To serve as the basis for the construction of a new basket for the next rebasing of the Consumer Price Index.\n3. To provide information for updating national accounts.\n4. To provide information on household access and use of financial services.\n5. To provide information that will enable credible comparison between growth rates in the northern savannah ecological zone and those in the south of Ghana.\n6. To provide information on the systematic monitoring of the extent of poverty reduction in the northern savannah ecological zone.\n7. Estimate the number of persons in the labor force (employed, underemployed and unemployed) and their distribution by sex, major age groups, educational level, geographical and rural\/ urban spread, as well as the ecological manifestations of these, in particular, the northern savannah ecological zone which is a known source of migrant and child labor.\n8. Estimate the number of child workers (or children in employment) aged 5-17 years, and its distribution by sex, major age groups, educational status, geographical, ecological and rural\/urban spread, etc.\n9. For both adult workers and children in employment, their distribution by status in employment, occupation and industry, as well as weekly hours worked, location of place of work, earnings, occupational injury and hazards at the work place, contractual status, informal \/ formal sector employment, etc.\n10. Provide benchmark data needed for progress monitoring of labor policies, programs and law-making.\n11. Provide up-to-date information for assessing the child labor and labor force situation.\n12. Provide current child labor and labor force indicators.\n13. Provide data needed for monitoring progress towards the elimination of Worst Forms of Child Labor (WFCL).\n14. Estimate the prevalence of child labor (as distinct from 'children in employment' of which child labor is a subset).\n15. Identify the causes and consequences of child labor in terms of socio-economic factors.\n16. Establish a national database on decent work indicators, including LF and CL statistics.\n17. Strengthen technical capacity of GLSS in the design and implementation of such surveys.\n18. Help set targets and priorities in the fight against child labor.\n19. Assess the nature and extent of child labor.","coll_dates":[{"start":"2012-10-18","end":"2013-10-17","cycle":""}],"nation":[{"name":"Ghana","abbreviation":"GHA"}],"geog_coverage":"National","analysis_unit":"- Household\n- Indivdual\n- Community","data_kind":"Sample survey data [ssd]","notes":"The 2012-2013 Ghana Living Standards Survey VI covered the following topics:\n- Household demographic characteristics \n- Education and skills\n- Health and fertility behavior\n- Employment and time use\n- Child labor\n- Household income \n- Consumption and expenditure\n- Prices of consumer items\n- Household assets (both domestic and economic assets)\n- Agriculture\n- Non-farm household enterprises (NFHE)\n- Income transfers , miscellaneous income and expenditure \n- Credit, asssets and savings","study_scope":"The 2012-2013 Ghana Living Standards Survey VI covered the following topics:\n- Household demographic characteristics \n- Education and skills\n- Health and fertility behavior\n- Employment and time use\n- Child labor\n- Household income \n- Consumption and expenditure\n- Prices of consumer items\n- Household assets (both domestic and economic assets)\n- Agriculture\n- Non-farm household enterprises (NFHE)\n- Income transfers , miscellaneous income and expenditure \n- Credit, asssets and savings"},"method":{"data_collection":{"data_collectors":[{"name":"Ghana Statistical Service","abbreviation":"GSS","affiliation":"Government of Ghana"}],"sampling_procedure":"The sixth round of the GLSS like the previous rounds was designed to provide nationally and regionally representative indicators. It applied the same sampling methodology, a two-stage sampling procedure. In the first stage 1,200 enumeration areas (EA's) consisting of 655 (54.6%) rural EA's and 545 (45.4%) urban EA's were selected based on the 2010 Population and Housing Census, with probability proportional to size (number of households). At the second stage a fixed number of about 1,800 households were selected by systematic sampling within each of the selected enumeration areas. The fieldwork lasted twelve months and was divided into 10 cycles of 35 days. Thirty teams were involved in the data collection.","coll_mode":"Face-to-face [f2f]","research_instrument":"The GLSS was comprised of the following questionnaires:\n1. Household questionnaire Part A \n2. Household questionnaire Part B\n3. Non- farm enterprise questionnaire\n4. Rural community questionnaire\n5. Price questionnaire"}},"data_access":{"dataset_use":{"cit_req":"Use of the dataset must be acknowledged using a citation which would include:\n- the Identification of the Primary Investigator\n- the title of the survey (including country, acronym and year of implementation)\n- the survey reference number\n- the source and date of download of the data files (for datasets obtained on-line)\n\nExample: \nGhana Statistical Service. Ghana Living Standards Survey (GLSS) 2012-2013. Ref. GHA_2012_GLSS_v01_M. Dataset downloaded from http:\/\/microdata.worldbank.org on [date].","disclaimer":"The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses."}}},"data_files":[{"file_id":"F1","file_name":"GHA_2013_E","description":"This dataset provides information from \"Household Questionnaire\", Expenditure","case_count":"16772","var_count":"29","producer":null,"data_checks":null,"missing_data":null,"version":null,"notes":null},{"file_id":"F2","file_name":"GHA_2013_H","description":"This dataset provides information from \"Household Questionnaire\", Section 7, Housing","case_count":"16772","var_count":"196","producer":null,"data_checks":null,"missing_data":null,"version":null,"notes":null},{"file_id":"F3","file_name":"GHA_2013_I","description":"This dataset provides information from \"Household Questionnaire\", 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Dental assistants and therapists","stats":"0","type":"freq"},{"value":"3252","labl":"3252. Medical records and health information technicians","stats":"0","type":"freq"},{"value":"3253","labl":"3253. Community health workers","stats":"1","type":"freq"},{"value":"3254","labl":"3254. Dispensing opticians","stats":"0","type":"freq"},{"value":"3255","labl":"3255. Physiotherapy technicians and assistants","stats":"0","type":"freq"},{"value":"3256","labl":"3256. Medical assistants","stats":"0","type":"freq"},{"value":"3257","labl":"3257. Environmental and occupational health inspectors and associates","stats":"0","type":"freq"},{"value":"3258","labl":"3258. Ambulance workers","stats":"0","type":"freq"},{"value":"3259","labl":"3259. Health associate professionals not elsewhere classified","stats":"0","type":"freq"},{"value":"3311","labl":"3311. Securities and finance dealers and brokers","stats":"0","type":"freq"},{"value":"3312","labl":"3312. Credit and loans officers","stats":"0","type":"freq"},{"value":"3313","labl":"3313. Accounting associate professionals","stats":"0","type":"freq"},{"value":"3314","labl":"3314. Statistical, mathematical and related associate professionals","stats":"0","type":"freq"},{"value":"3315","labl":"3315. Valuers and loss assessors","stats":"0","type":"freq"},{"value":"3321","labl":"3321. Insurance representatives","stats":"0","type":"freq"},{"value":"3322","labl":"3322. Commercial sales representatives","stats":"0","type":"freq"},{"value":"3323","labl":"3323. Buyers","stats":"0","type":"freq"},{"value":"3324","labl":"3324. Trade brokers","stats":"0","type":"freq"},{"value":"3331","labl":"3331. Clearing and forwarding agents","stats":"0","type":"freq"},{"value":"3332","labl":"3332. Conference and event planners","stats":"0","type":"freq"},{"value":"3333","labl":"3333. Employment agents and contractors","stats":"0","type":"freq"},{"value":"3334","labl":"3334. Real estate agents and property managers","stats":"0","type":"freq"},{"value":"3339","labl":"3339. Business services agents not elsewhere classified","stats":"1","type":"freq"},{"value":"3341","labl":"3341. Office supervisors","stats":"0","type":"freq"},{"value":"3342","labl":"3342. Legal secretaries","stats":"0","type":"freq"},{"value":"3343","labl":"3343. Administrative and executive secretaries","stats":"0","type":"freq"},{"value":"3344","labl":"3344. Medical secretaries","stats":"0","type":"freq"},{"value":"3351","labl":"3351. Customs and border inspectors","stats":"0","type":"freq"},{"value":"3352","labl":"3352. Government tax and excise officials","stats":"0","type":"freq"},{"value":"3353","labl":"3353. Government social benefits officials","stats":"0","type":"freq"},{"value":"3354","labl":"3354. Government licensing officials","stats":"0","type":"freq"},{"value":"3355","labl":"3355. Police inspectors and detectives","stats":"0","type":"freq"},{"value":"3359","labl":"3359. Regulatory government associate professionals","stats":"0","type":"freq"},{"value":"3411","labl":"3411. Legal and related associate professionals","stats":"0","type":"freq"},{"value":"3412","labl":"3412. Social work associate professionals","stats":"0","type":"freq"},{"value":"3413","labl":"3413. Religious associate professionals","stats":"0","type":"freq"},{"value":"3421","labl":"3421. Athletes and sports players","stats":"0","type":"freq"},{"value":"3422","labl":"3422. Sports coaches, instructors and officials","stats":"0","type":"freq"},{"value":"3423","labl":"3423. Fitness and recreation instructors and program leaders","stats":"0","type":"freq"},{"value":"3431","labl":"3431. Photographers","stats":"0","type":"freq"},{"value":"3432","labl":"3432. Interior designers and decorators","stats":"0","type":"freq"},{"value":"3433","labl":"3433. Gallery, museum and library technicians","stats":"0","type":"freq"},{"value":"3434","labl":"3434. Chefs","stats":"0","type":"freq"},{"value":"3435","labl":"3435. Other artistic and cultural associate professionals","stats":"0","type":"freq"},{"value":"3511","labl":"3511. Information and communications technology operations technicians","stats":"0","type":"freq"},{"value":"3512","labl":"3512. Information and communications technology user support technicians","stats":"0","type":"freq"},{"value":"3513","labl":"3513. Computer network and systems technicians","stats":"0","type":"freq"},{"value":"3514","labl":"3514. Web technicians","stats":"0","type":"freq"},{"value":"3521","labl":"3521. Broadcasting and audio-visual technicians","stats":"0","type":"freq"},{"value":"3522","labl":"3522. Telecommunications engineering technicians","stats":"0","type":"freq"},{"value":"4110","labl":"4110. General office clerks","stats":"0","type":"freq"},{"value":"4120","labl":"4120. Secretaries (general)","stats":"0","type":"freq"},{"value":"4131","labl":"4131. Typists and word processing operators","stats":"0","type":"freq"},{"value":"4132","labl":"4132. Data entry clerks","stats":"0","type":"freq"},{"value":"4211","labl":"4211. Bank tellers and related clerks","stats":"1","type":"freq"},{"value":"4212","labl":"4212. Bookmakers, croupiers and related gaming workers","stats":"0","type":"freq"},{"value":"4213","labl":"4213. Pawnbrokers and money-lenders","stats":"0","type":"freq"},{"value":"4214","labl":"4214. Debt-collectors and related workers","stats":"1","type":"freq"},{"value":"4221","labl":"4221. Travel consultants and clerks","stats":"0","type":"freq"},{"value":"4222","labl":"4222. Contact centre information clerks","stats":"0","type":"freq"},{"value":"4223","labl":"4223. Telephone switchboard operators","stats":"0","type":"freq"},{"value":"4224","labl":"4224. Hotel receptionists","stats":"0","type":"freq"},{"value":"4225","labl":"4225. Enquiry clerks","stats":"0","type":"freq"},{"value":"4226","labl":"4226. Receptionists (general)","stats":"0","type":"freq"},{"value":"4227","labl":"4227. Survey and market research interviewers","stats":"0","type":"freq"},{"value":"4229","labl":"4229. Client information workers not elsewhere classified","stats":"0","type":"freq"},{"value":"4311","labl":"4311. Accounting and bookkeeping clerks","stats":"0","type":"freq"},{"value":"4312","labl":"4312. Statistical, finance and insurance clerks","stats":"0","type":"freq"},{"value":"4313","labl":"4313. Payroll clerks","stats":"0","type":"freq"},{"value":"4321","labl":"4321. Stock clerks","stats":"0","type":"freq"},{"value":"4322","labl":"4322. Production clerks","stats":"0","type":"freq"},{"value":"4323","labl":"4323. Transport clerks","stats":"0","type":"freq"},{"value":"4411","labl":"4411. Library clerks","stats":"0","type":"freq"},{"value":"4412","labl":"4412. Mail carriers and sorting clerks","stats":"0","type":"freq"},{"value":"4413","labl":"4413. Coding, proof-reading and related clerks","stats":"0","type":"freq"},{"value":"4414","labl":"4414. Scribes and related workers","stats":"0","type":"freq"},{"value":"4415","labl":"4415. Filing and copying clerks","stats":"0","type":"freq"},{"value":"4416","labl":"4416. Personnel clerks","stats":"0","type":"freq"},{"value":"4419","labl":"4419. Clerical support workers not elsewhere classified (n.e.c.)","stats":"0","type":"freq"},{"value":"5111","labl":"5111. Travel attendants and travel stewards","stats":"0","type":"freq"},{"value":"5112","labl":"5112. Transport conductors","stats":"1","type":"freq"},{"value":"5113","labl":"5113. Travel guides","stats":"0","type":"freq"},{"value":"5120","labl":"5120. Cooks","stats":"4","type":"freq"},{"value":"5131","labl":"5131. Waiters","stats":"2","type":"freq"},{"value":"5132","labl":"5132. Bartenders","stats":"1","type":"freq"},{"value":"5141","labl":"5141. Hairdressers","stats":"11","type":"freq"},{"value":"5142","labl":"5142. Beauticians and related workers","stats":"0","type":"freq"},{"value":"5151","labl":"5151. Cleaning and housekeeping supervisors in offices,","stats":"0","type":"freq"},{"value":"5152","labl":"5152. Domestic housekeepers","stats":"4","type":"freq"},{"value":"5153","labl":"5153. Building caretakers","stats":"0","type":"freq"},{"value":"5161","labl":"5161. Astrologers, fortune-tellers and related workers","stats":"0","type":"freq"},{"value":"5162","labl":"5162. Companions and valets","stats":"1","type":"freq"},{"value":"5163","labl":"5163. Undertakers and embalmers","stats":"0","type":"freq"},{"value":"5164","labl":"5164. Pet groomers and animal care workers","stats":"0","type":"freq"},{"value":"5165","labl":"5165. Driving instructors","stats":"0","type":"freq"},{"value":"5169","labl":"5169. Personal services workers not elsewhere classified (n.e.c.)","stats":"0","type":"freq"},{"value":"5211","labl":"5211. Stall and market salespersons","stats":"20","type":"freq"},{"value":"5212","labl":"5212. Street food salespersons","stats":"14","type":"freq"},{"value":"5221","labl":"5221. Shop keepers","stats":"3","type":"freq"},{"value":"5222","labl":"5222. Shop supervisors","stats":"0","type":"freq"},{"value":"5223","labl":"5223. Shop sales assistants","stats":"11","type":"freq"},{"value":"5230","labl":"5230. Cashiers and ticket clerks","stats":"1","type":"freq"},{"value":"5241","labl":"5241. Fashion and other models","stats":"0","type":"freq"},{"value":"5242","labl":"5242. Sales demonstrators","stats":"0","type":"freq"},{"value":"5243","labl":"5243. Door to door salespersons","stats":"0","type":"freq"},{"value":"5244","labl":"5244. Contact centre salespersons","stats":"1","type":"freq"},{"value":"5245","labl":"5245. Service station attendants","stats":"0","type":"freq"},{"value":"5246","labl":"5246. Food service counter attendants","stats":"0","type":"freq"},{"value":"5249","labl":"5249. Sales workers not elsewhere classified (n.e.c.)","stats":"0","type":"freq"},{"value":"5311","labl":"5311. Child care workers","stats":"2","type":"freq"},{"value":"5312","labl":"5312. Teachers' aides","stats":"0","type":"freq"},{"value":"5321","labl":"5321. Health care assistants","stats":"1","type":"freq"},{"value":"5322","labl":"5322. Home-based personal care workers","stats":"0","type":"freq"},{"value":"5329","labl":"5329. Personal care workers in health services","stats":"0","type":"freq"},{"value":"5411","labl":"5411. Fire-fighters","stats":"0","type":"freq"},{"value":"5412","labl":"5412. Police officers","stats":"0","type":"freq"},{"value":"5413","labl":"5413. Prison guards","stats":"0","type":"freq"},{"value":"5414","labl":"5414. Security guards","stats":"2","type":"freq"},{"value":"5419","labl":"5419. Protective services workers not elsewhere classified (n.e.c.)","stats":"0","type":"freq"},{"value":"6111","labl":"6111. Field crop and vegetable growers","stats":"14","type":"freq"},{"value":"6112","labl":"6112. Tree and shrub crop growers","stats":"52","type":"freq"},{"value":"6113","labl":"6113. Gardeners, horticultural and nursery growers","stats":"0","type":"freq"},{"value":"6114","labl":"6114. Mixed crop growers","stats":"20","type":"freq"},{"value":"6121","labl":"6121. Livestock and dairy producers","stats":"0","type":"freq"},{"value":"6122","labl":"6122. Poultry producers","stats":"0","type":"freq"},{"value":"6123","labl":"6123. Apiarists and sericulturists","stats":"0","type":"freq"},{"value":"6129","labl":"6129. Animal producers not elsewhere classified","stats":"0","type":"freq"},{"value":"6130","labl":"6130. Mixed crop and animal producers","stats":"0","type":"freq"},{"value":"6210","labl":"6210. Forestry and related workers","stats":"5","type":"freq"},{"value":"6221","labl":"6221. Aquaculture workers","stats":"1","type":"freq"},{"value":"6222","labl":"6222. Inland and coastal waters fishery workers","stats":"3","type":"freq"},{"value":"6223","labl":"6223. Deep-sea fishery workers","stats":"0","type":"freq"},{"value":"6224","labl":"6224. Hunters and trappers","stats":"0","type":"freq"},{"value":"6310","labl":"6310. Subsistence crop farmers","stats":"12","type":"freq"},{"value":"6320","labl":"6320. Subsistence livestock farmers","stats":"0","type":"freq"},{"value":"6330","labl":"6330. Subsistence mixed crop and livestock farmers","stats":"0","type":"freq"},{"value":"6340","labl":"6340. Subsistence fishers, hunters, trappers and gatherers","stats":"0","type":"freq"},{"value":"7111","labl":"7111. House builders","stats":"4","type":"freq"},{"value":"7112","labl":"7112. Bricklayers and related workers","stats":"4","type":"freq"},{"value":"7113","labl":"7113. Stonemasons, stone cutters, splitters and carvers","stats":"0","type":"freq"},{"value":"7114","labl":"7114. Concrete placers, concrete finishers and related workers","stats":"0","type":"freq"},{"value":"7115","labl":"7115. Carpenters and joiners","stats":"5","type":"freq"},{"value":"7119","labl":"7119. Building frame and related trades workers","stats":"0","type":"freq"},{"value":"7121","labl":"7121. Roofers","stats":"0","type":"freq"},{"value":"7122","labl":"7122. Floor layers and tile setters","stats":"1","type":"freq"},{"value":"7123","labl":"7123. Plasterers","stats":"1","type":"freq"},{"value":"7124","labl":"7124. Insulation workers","stats":"0","type":"freq"},{"value":"7125","labl":"7125. Glaziers","stats":"0","type":"freq"},{"value":"7126","labl":"7126. Plumbers and pipe fitters","stats":"0","type":"freq"},{"value":"7127","labl":"7127. Air conditioning and refrigeration mechanics","stats":"0","type":"freq"},{"value":"7131","labl":"7131. Painters and related workers","stats":"0","type":"freq"},{"value":"7132","labl":"7132. Spray painters and varnishers","stats":"0","type":"freq"},{"value":"7133","labl":"7133. Building structure cleaners","stats":"0","type":"freq"},{"value":"7211","labl":"7211. Metal moulders and coremakers","stats":"0","type":"freq"},{"value":"7212","labl":"7212. Welders and flamecutters","stats":"1","type":"freq"},{"value":"7213","labl":"7213. Sheet-metal workers","stats":"0","type":"freq"},{"value":"7214","labl":"7214. Structural-metal preparers and erectors","stats":"1","type":"freq"},{"value":"7215","labl":"7215. Riggers and cable splicers","stats":"0","type":"freq"},{"value":"7221","labl":"7221. Blacksmiths, hammersmiths and forging press workers","stats":"1","type":"freq"},{"value":"7222","labl":"7222. Toolmakers and related workers","stats":"0","type":"freq"},{"value":"7223","labl":"7223. Metal working machine tool setters and operators","stats":"0","type":"freq"},{"value":"7224","labl":"7224. Metal polishers, wheel grinders and tool sharpeners","stats":"0","type":"freq"},{"value":"7231","labl":"7231. Motor vehicle mechanics and repairers","stats":"1","type":"freq"},{"value":"7232","labl":"7232. Aircraft engine mechanics and repairers","stats":"0","type":"freq"},{"value":"7233","labl":"7233. Agricultural and industrial machinery mechanics and repairers","stats":"1","type":"freq"},{"value":"7234","labl":"7234. Bicycle and related repairers","stats":"0","type":"freq"},{"value":"7311","labl":"7311. Precision-instrument makers and repairers","stats":"0","type":"freq"},{"value":"7312","labl":"7312. Musical instrument makers and tuners","stats":"0","type":"freq"},{"value":"7313","labl":"7313. Jewellery and precious-metal workers","stats":"0","type":"freq"},{"value":"7314","labl":"7314. Potters and related workers","stats":"0","type":"freq"},{"value":"7315","labl":"7315. Glass makers, cutters, grinders and finishers","stats":"0","type":"freq"},{"value":"7316","labl":"7316. Sign writers, decorative painters, engravers and etchers","stats":"0","type":"freq"},{"value":"7317","labl":"7317. Handicraft workers in wood, basketry and related materials","stats":"0","type":"freq"},{"value":"7318","labl":"7318. Handicraft workers in textile, leather and related materials","stats":"2","type":"freq"},{"value":"7319","labl":"7319. Handicraft workers not elsewhere classified","stats":"0","type":"freq"},{"value":"7321","labl":"7321. Pre-press technicians","stats":"0","type":"freq"},{"value":"7322","labl":"7322. Printers","stats":"0","type":"freq"},{"value":"7323","labl":"7323. Print finishing and binding workers","stats":"1","type":"freq"},{"value":"7411","labl":"7411. Building and related electricians","stats":"1","type":"freq"},{"value":"7412","labl":"7412. Electrical mechanics and fitters","stats":"0","type":"freq"},{"value":"7413","labl":"7413. Electrical line installers and repairers","stats":"0","type":"freq"},{"value":"7421","labl":"7421. Electronics mechanics and servicers","stats":"0","type":"freq"},{"value":"7422","labl":"7422. Information and communications technology installers and servicers","stats":"1","type":"freq"},{"value":"7511","labl":"7511. Butchers, fishmongers and related food preparers","stats":"3","type":"freq"},{"value":"7512","labl":"7512. Bakers, pastry-cooks and confectionery makers","stats":"5","type":"freq"},{"value":"7513","labl":"7513. Dairy-products makers","stats":"0","type":"freq"},{"value":"7514","labl":"7514. Fruit, vegetable and related preservers","stats":"0","type":"freq"},{"value":"7515","labl":"7515. Food and beverage tasters and graders","stats":"0","type":"freq"},{"value":"7516","labl":"7516. Tobacco preparers and tobacco products makers","stats":"0","type":"freq"},{"value":"7517","labl":"7517. Local Food preparers (raw and cooked)","stats":"4","type":"freq"},{"value":"7518","labl":"7518. Local alcoholic and non alcoholic beverages","stats":"2","type":"freq"},{"value":"7521","labl":"7521. Wood treaters","stats":"0","type":"freq"},{"value":"7522","labl":"7522. Cabinet-makers and related workers","stats":"0","type":"freq"},{"value":"7523","labl":"7523. Woodworking-machine tool setters and operators","stats":"0","type":"freq"},{"value":"7531","labl":"7531. Tailors, dressmakers, furriers and hatters","stats":"7","type":"freq"},{"value":"7532","labl":"7532. Garment and related pattern-makers and cutters","stats":"0","type":"freq"},{"value":"7533","labl":"7533. Sewing, embroidery and related workers","stats":"0","type":"freq"},{"value":"7534","labl":"7534. Upholsterers and related workers","stats":"0","type":"freq"},{"value":"7535","labl":"7535. Pelt dressers, tanners and fellmongers","stats":"0","type":"freq"},{"value":"7536","labl":"7536. Shoemakers and related workers","stats":"2","type":"freq"},{"value":"7541","labl":"7541. Underwater divers","stats":"0","type":"freq"},{"value":"7542","labl":"7542. Shotfirers and blasters","stats":"0","type":"freq"},{"value":"7543","labl":"7543. Product graders and testers (excluding foods and beverages)","stats":"0","type":"freq"},{"value":"7544","labl":"7544. Fumigators and other pest and weed controllers","stats":"0","type":"freq"},{"value":"7549","labl":"7549. Craft and related workers not elsewhere classified","stats":"0","type":"freq"},{"value":"8111","labl":"8111. Miners and quarries","stats":"2","type":"freq"},{"value":"8112","labl":"8112. Mineral and stone processing plant operators","stats":"0","type":"freq"},{"value":"8113","labl":"8113. Well drillers and borers and related workers","stats":"0","type":"freq"},{"value":"8114","labl":"8114. Cement, stone and other mineral products machine operators","stats":"0","type":"freq"},{"value":"8121","labl":"8121. Metal processing plant operators","stats":"0","type":"freq"},{"value":"8122","labl":"8122. Metal finishing, plating and coating machine operators","stats":"0","type":"freq"},{"value":"8131","labl":"8131. Chemical products plant and machine operators","stats":"0","type":"freq"},{"value":"8132","labl":"8132. Photographic products machine operators","stats":"0","type":"freq"},{"value":"8141","labl":"8141. Rubber products machine operators","stats":"0","type":"freq"},{"value":"8142","labl":"8142. Plastic products machine operators","stats":"0","type":"freq"},{"value":"8143","labl":"8143. Paper products machine operators","stats":"0","type":"freq"},{"value":"8151","labl":"8151. Fibre preparing, spinning and winding machine operators","stats":"0","type":"freq"},{"value":"8152","labl":"8152. Weaving and knitting machine operators","stats":"0","type":"freq"},{"value":"8153","labl":"8153. Sewing machine operators","stats":"0","type":"freq"},{"value":"8154","labl":"8154. Bleaching, dyeing and fabric cleaning machine operators","stats":"0","type":"freq"},{"value":"8155","labl":"8155. Fur and leather preparing machine operators","stats":"0","type":"freq"},{"value":"8156","labl":"8156. Shoemaking and related machine operators","stats":"0","type":"freq"},{"value":"8157","labl":"8157. Laundry machine operators","stats":"0","type":"freq"},{"value":"8159","labl":"8159. Textile, fur and leather products machine operators","stats":"0","type":"freq"},{"value":"8160","labl":"8160. Food and related products machine operators","stats":"0","type":"freq"},{"value":"8171","labl":"8171. Pulp and papermaking plant operators","stats":"0","type":"freq"},{"value":"8172","labl":"8172. Wood processing plant operators","stats":"1","type":"freq"},{"value":"8181","labl":"8181. Glass and ceramics plant operators","stats":"0","type":"freq"},{"value":"8182","labl":"8182. Steam engine and boiler operators","stats":"0","type":"freq"},{"value":"8183","labl":"8183. Packing, bottling and labelling machine operators","stats":"0","type":"freq"},{"value":"8189","labl":"8189. Stationary plant and machine operators not","stats":"0","type":"freq"},{"value":"8211","labl":"8211. Mechanical machinery assemblers","stats":"0","type":"freq"},{"value":"8212","labl":"8212. Electrical and electronic equipment assemblers","stats":"0","type":"freq"},{"value":"8219","labl":"8219. Assemblers not elsewhere classified (n.e.c.)","stats":"0","type":"freq"},{"value":"8311","labl":"8311. Locomotive engine drivers","stats":"0","type":"freq"},{"value":"8312","labl":"8312. Railway brake, signal and switch operators","stats":"0","type":"freq"},{"value":"8321","labl":"8321. Motorcycle drivers","stats":"0","type":"freq"},{"value":"8322","labl":"8322. Car, taxi and van drivers","stats":"2","type":"freq"},{"value":"8331","labl":"8331. Bus and tram drivers","stats":"5","type":"freq"},{"value":"8332","labl":"8332. Heavy truck and lorry drivers","stats":"1","type":"freq"},{"value":"8341","labl":"8341. Mobile farm and forestry plant operators","stats":"0","type":"freq"},{"value":"8342","labl":"8342. Earthmoving and related plant operators","stats":"0","type":"freq"},{"value":"8343","labl":"8343. Crane, hoist and related plant operators","stats":"0","type":"freq"},{"value":"8344","labl":"8344. Lifting truck operators","stats":"0","type":"freq"},{"value":"8350","labl":"8350. Ships' deck crews and related workers","stats":"0","type":"freq"},{"value":"9111","labl":"9111. Domestic cleaners and helpers","stats":"0","type":"freq"},{"value":"9112","labl":"9112. Cleaners and helpers in offices, hotels and other establishments","stats":"2","type":"freq"},{"value":"9121","labl":"9121. Hand launderers and pressers","stats":"0","type":"freq"},{"value":"9122","labl":"9122. Vehicle cleaners","stats":"0","type":"freq"},{"value":"9123","labl":"9123. Window cleaners","stats":"0","type":"freq"},{"value":"9129","labl":"9129. 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