Dataset[{<|"OccupationTitle" -> "Chief executives and senior officials", "UKSOC2010Code" -> 1115., "ProximityToOthers" -> 48.7, "ExposureToDisease" -> 11.7, "TotalInEmployment" -> 101000., "MedianHourlyPay" -> Quantity[44.08, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[25.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[34.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.1, "Percent"]|>, <|"OccupationTitle" -> "Production managers and directors in manufacturing", "UKSOC2010Code" -> 1121., "ProximityToOthers" -> 48., "ExposureToDisease" -> 7.5, "TotalInEmployment" -> 313000., "MedianHourlyPay" -> Quantity[21.92, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[12.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[29.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.5, "Percent"]|>, <|"OccupationTitle" -> "Production managers and directors in construction", "UKSOC2010Code" -> 1122., "ProximityToOthers" -> 50., "ExposureToDisease" -> 4., "TotalInEmployment" -> 210000., "MedianHourlyPay" -> Quantity[21.28, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[11.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.6, "Percent"]|>, <|"OccupationTitle" -> "Production managers and directors in mining and energy", "UKSOC2010Code" -> 1123., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 19000., "MedianHourlyPay" -> Quantity[21.68, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[14.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Financial managers and directors", "UKSOC2010Code" -> 1131., "ProximityToOthers" -> 44., "ExposureToDisease" -> 5.5, "TotalInEmployment" -> 352000., "MedianHourlyPay" -> Quantity[31.42, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[42.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.8, "Percent"]|>, <|"OccupationTitle" -> "Marketing and sales directors", "UKSOC2010Code" -> 1132., "ProximityToOthers" -> 47.5, "ExposureToDisease" -> 2.5, "TotalInEmployment" -> 270000., "MedianHourlyPay" -> Quantity[37.01, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[31.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.1, "Percent"]|>, <|"OccupationTitle" -> "Purchasing managers and directors", "UKSOC2010Code" -> 1133., "ProximityToOthers" -> 47.3, "ExposureToDisease" -> 5.3, "TotalInEmployment" -> 64000., "MedianHourlyPay" -> Quantity[24.48, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[34.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.9, "Percent"]|>, <|"OccupationTitle" -> "Advertising and public relations directors", "UKSOC2010Code" -> 1134., "ProximityToOthers" -> 42., "ExposureToDisease" -> 7., "TotalInEmployment" -> 45000., "MedianHourlyPay" -> Quantity[29.34, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[46.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.7, "Percent"]|>, <|"OccupationTitle" -> "Human resource managers and directors", "UKSOC2010Code" -> 1135., "ProximityToOthers" -> 39.7, "ExposureToDisease" -> 4.3, "TotalInEmployment" -> 217000., "MedianHourlyPay" -> Quantity[24.51, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[62.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.4, "Percent"]|>, <|"OccupationTitle" -> "Information technology and telecommunications directors", "UKSOC2010Code" -> 1136., "ProximityToOthers" -> 41., "ExposureToDisease" -> 1., "TotalInEmployment" -> 120000., "MedianHourlyPay" -> Quantity[36.04, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[12.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.4, "Percent"]|>, <|"OccupationTitle" -> "Functional managers and directors n.e.c.", "UKSOC2010Code" -> 1139., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 127000., "MedianHourlyPay" -> Quantity[26.23, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[43.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[31., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.4, "Percent"]|>, <|"OccupationTitle" -> "Financial institution managers and directors", "UKSOC2010Code" -> 1150., "ProximityToOthers" -> 47.7, "ExposureToDisease" -> 8.3, "TotalInEmployment" -> 88000., "MedianHourlyPay" -> Quantity[24.77, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[38.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[11.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.1, "Percent"]|>, <|"OccupationTitle" -> "Managers and directors in transport and distribution", "UKSOC2010Code" -> 1161., "ProximityToOthers" -> 47.3, "ExposureToDisease" -> 5.3, "TotalInEmployment" -> 83000., "MedianHourlyPay" -> Quantity[18.05, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[16.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.4, "Percent"]|>, <|"OccupationTitle" -> "Managers and directors in storage and warehousing", "UKSOC2010Code" -> 1162., "ProximityToOthers" -> 47.3, "ExposureToDisease" -> 5.3, "TotalInEmployment" -> 113000., "MedianHourlyPay" -> Quantity[13.98, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[20.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.7, "Percent"]|>, <|"OccupationTitle" -> "Senior police officers", "UKSOC2010Code" -> 1172., "ProximityToOthers" -> 70.2, "ExposureToDisease" -> 49., "TotalInEmployment" -> 10000., "MedianHourlyPay" -> Quantity[27.65, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[32.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Senior officers in fire, ambulance, prison and related services", "UKSOC2010Code" -> 1173., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 11000., "MedianHourlyPay" -> Quantity[20.15, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[9.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Health services and public health managers and directors", "UKSOC2010Code" -> 1181., "ProximityToOthers" -> 45., "ExposureToDisease" -> 34., "TotalInEmployment" -> 74000., "MedianHourlyPay" -> Quantity[25.31, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[68.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.4, "Percent"]|>, <|"OccupationTitle" -> "Social services managers and directors", "UKSOC2010Code" -> 1184., "ProximityToOthers" -> 42., "ExposureToDisease" -> 26., "TotalInEmployment" -> 34000., "MedianHourlyPay" -> Quantity[19.62, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[77.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.5, "Percent"]|>, <|"OccupationTitle" -> "Managers and directors in retail and wholesale", "UKSOC2010Code" -> 1190., "ProximityToOthers" -> 55., "ExposureToDisease" -> 14., "TotalInEmployment" -> 345000., "MedianHourlyPay" -> Quantity[13.15, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[35.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.8, "Percent"]|>, <|"OccupationTitle" -> "Managers and proprietors in agriculture and horticulture", "UKSOC2010Code" -> 1211., "ProximityToOthers" -> 55.7, "ExposureToDisease" -> 4.7, "TotalInEmployment" -> 24000., "MedianHourlyPay" -> Quantity[13.21, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[16.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[42.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Managers and proprietors in forestry, fishing and related services", "UKSOC2010Code" -> 1213., "ProximityToOthers" -> 55.7, "ExposureToDisease" -> 4.7, "TotalInEmployment" -> 12000., "MedianHourlyPay" -> Quantity[13.79, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[47.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[40.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Hotel and accommodation managers and proprietors", "UKSOC2010Code" -> 1221., "ProximityToOthers" -> 49., "ExposureToDisease" -> 4., "TotalInEmployment" -> 58000., "MedianHourlyPay" -> Quantity[13.8, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[53.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[48.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.7, "Percent"]|>, <|"OccupationTitle" -> "Restaurant and catering establishment managers and proprietors", "UKSOC2010Code" -> 1223., "ProximityToOthers" -> 78., "ExposureToDisease" -> 10., "TotalInEmployment" -> 144000., "MedianHourlyPay" -> Quantity[11.19, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[47.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[16.2, "Percent"]|>, <|"OccupationTitle" -> "Publicans and managers of licensed premises", "UKSOC2010Code" -> 1224., "ProximityToOthers" -> 49., "ExposureToDisease" -> 4., "TotalInEmployment" -> 40000., "MedianHourlyPay" -> Quantity[11.98, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[45., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.5, "Percent"]|>, <|"OccupationTitle" -> "Leisure and sports managers", "UKSOC2010Code" -> 1225., "ProximityToOthers" -> 52., "ExposureToDisease" -> 9.8, "TotalInEmployment" -> 59000., "MedianHourlyPay" -> Quantity[14.37, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[43.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.1, "Percent"]|>, <|"OccupationTitle" -> "Travel agency managers and proprietors", "UKSOC2010Code" -> 1226., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 7000., "MedianHourlyPay" -> Quantity[14.18, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[64.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[17.1, "Percent"]|>, <|"OccupationTitle" -> "Health care practice managers", "UKSOC2010Code" -> 1241., "ProximityToOthers" -> 56.5, "ExposureToDisease" -> 37., "TotalInEmployment" -> 26000., "MedianHourlyPay" -> Quantity[16.65, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[90.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.9, "Percent"]|>, <|"OccupationTitle" -> "Residential, day and domiciliary  care managers and proprietors", "UKSOC2010Code" -> 1242., "ProximityToOthers" -> 50., "ExposureToDisease" -> 24., "TotalInEmployment" -> 63000., "MedianHourlyPay" -> Quantity[16.6, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[75.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[26.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.9, "Percent"]|>, <|"OccupationTitle" -> "Property, housing and estate managers", "UKSOC2010Code" -> 1251., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 198000., "MedianHourlyPay" -> Quantity[17.34, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[40.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[36.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.6, "Percent"]|>, <|"OccupationTitle" -> "Garage managers and proprietors", "UKSOC2010Code" -> 1252., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 26000., "MedianHourlyPay" -> Quantity[16.52, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[6.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[35.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.5, "Percent"]|>, <|"OccupationTitle" -> "Hairdressing and beauty salon managers and proprietors", "UKSOC2010Code" -> 1253., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 25000., "MedianHourlyPay" -> Quantity[11.54, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[84.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.6, "Percent"]|>, <|"OccupationTitle" -> "Shopkeepers and proprietors – wholesale and retail", "UKSOC2010Code" -> 1254., "ProximityToOthers" -> 55., "ExposureToDisease" -> 14., "TotalInEmployment" -> 117000., "MedianHourlyPay" -> Quantity[12.98, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[37.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[33.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[26.6, "Percent"]|>, <|"OccupationTitle" -> "Waste disposal and environmental services managers", "UKSOC2010Code" -> 1255., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 17000., "MedianHourlyPay" -> Quantity[20.31, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[6.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.1, "Percent"]|>, <|"OccupationTitle" -> "Managers and proprietors in other services n.e.c.", "UKSOC2010Code" -> 1259., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 9., "TotalInEmployment" -> 230000., "MedianHourlyPay" -> Quantity[15.4, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[35.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8., "Percent"]|>, <|"OccupationTitle" -> "Chemical scientists", "UKSOC2010Code" -> 2111., "ProximityToOthers" -> 51.5, "ExposureToDisease" -> 12.5, "TotalInEmployment" -> 25000., "MedianHourlyPay" -> Quantity[16.8, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[27.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9., "Percent"]|>, <|"OccupationTitle" -> "Biological scientists and biochemists", "UKSOC2010Code" -> 2112., "ProximityToOthers" -> 44.8, "ExposureToDisease" -> 30.5, "TotalInEmployment" -> 80000., "MedianHourlyPay" -> Quantity[19.72, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[56.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.7, "Percent"]|>, <|"OccupationTitle" -> "Physical scientists", "UKSOC2010Code" -> 2113., "ProximityToOthers" -> 39.3, "ExposureToDisease" -> 4.8, "TotalInEmployment" -> 28000., "MedianHourlyPay" -> Quantity[22.7, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[22.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[7.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.2, "Percent"]|>, <|"OccupationTitle" -> "Social and humanities scientists", "UKSOC2010Code" -> 2114., "ProximityToOthers" -> 51.3, "ExposureToDisease" -> 10., "TotalInEmployment" -> 29000., "MedianHourlyPay" -> Quantity[17.12, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[61.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[15.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.7, "Percent"]|>, <|"OccupationTitle" -> "Natural and social science professionals n.e.c.", "UKSOC2010Code" -> 2119., "ProximityToOthers" -> 44.8, "ExposureToDisease" -> 30.5, "TotalInEmployment" -> 62000., "MedianHourlyPay" -> Quantity[19.93, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[52.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[9.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.9, "Percent"]|>, <|"OccupationTitle" -> "Civil engineers", "UKSOC2010Code" -> 2121., "ProximityToOthers" -> 46.5, "ExposureToDisease" -> 4.5, "TotalInEmployment" -> 88000., "MedianHourlyPay" -> Quantity[20.44, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[10.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9., "Percent"]|>, <|"OccupationTitle" -> "Mechanical engineers", "UKSOC2010Code" -> 2122., "ProximityToOthers" -> 51.6, "ExposureToDisease" -> 2.6, "TotalInEmployment" -> 78000., "MedianHourlyPay" -> Quantity[20.3, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[6., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.4, "Percent"]|>, <|"OccupationTitle" -> "Electrical engineers", "UKSOC2010Code" -> 2123., "ProximityToOthers" -> 48., "ExposureToDisease" -> 1., "TotalInEmployment" -> 54000., "MedianHourlyPay" -> Quantity[24.13, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[2.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.9, "Percent"]|>, <|"OccupationTitle" -> "Electronics engineers", "UKSOC2010Code" -> 2124., "ProximityToOthers" -> 46.7, "ExposureToDisease" -> 3., "TotalInEmployment" -> 32000., "MedianHourlyPay" -> Quantity[24.04, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[5.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.7, "Percent"]|>, <|"OccupationTitle" -> "Design and development engineers", "UKSOC2010Code" -> 2126., "ProximityToOthers" -> 49.1, "ExposureToDisease" -> 8., "TotalInEmployment" -> 78000., "MedianHourlyPay" -> Quantity[20.99, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[6.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.5, "Percent"]|>, <|"OccupationTitle" -> "Production and process engineers", "UKSOC2010Code" -> 2127., "ProximityToOthers" -> 52., "ExposureToDisease" -> 3.5, "TotalInEmployment" -> 48000., "MedianHourlyPay" -> Quantity[20.49, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[11.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.2, "Percent"]|>, <|"OccupationTitle" -> "Engineering professionals n.e.c.", "UKSOC2010Code" -> 2129., "ProximityToOthers" -> 49.1, "ExposureToDisease" -> 8., "TotalInEmployment" -> 130000., "MedianHourlyPay" -> Quantity[20.43, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[16.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.8, "Percent"]|>, <|"OccupationTitle" -> "IT business analysts, architects and systems designers", "UKSOC2010Code" -> 2135., "ProximityToOthers" -> 47., "ExposureToDisease" -> 17.3, "TotalInEmployment" -> 148000., "MedianHourlyPay" -> Quantity[24.35, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[15.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[20.6, "Percent"]|>, <|"OccupationTitle" -> "Programmers and software development professionals", "UKSOC2010Code" -> 2136., "ProximityToOthers" -> 47.5, "ExposureToDisease" -> 0., "TotalInEmployment" -> 388000., "MedianHourlyPay" -> Quantity[21.97, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[14., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[8.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[19.6, "Percent"]|>, <|"OccupationTitle" -> "Conservation professionals", "UKSOC2010Code" -> 2141., "ProximityToOthers" -> 48.3, "ExposureToDisease" -> 6.6, "TotalInEmployment" -> 15000., "MedianHourlyPay" -> Quantity[16.42, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[50.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[10.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Environment professionals", "UKSOC2010Code" -> 2142., "ProximityToOthers" -> 48.3, "ExposureToDisease" -> 6.6, "TotalInEmployment" -> 43000., "MedianHourlyPay" -> Quantity[18.47, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[32.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Research and development managers", "UKSOC2010Code" -> 2150., "ProximityToOthers" -> 43.6, "ExposureToDisease" -> 11., "TotalInEmployment" -> 55000., "MedianHourlyPay" -> Quantity[25.53, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[40., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.4, "Percent"]|>, <|"OccupationTitle" -> "Medical practitioners", "UKSOC2010Code" -> 2211., "ProximityToOthers" -> 89.2, "ExposureToDisease" -> 91.2, "TotalInEmployment" -> 296000., "MedianHourlyPay" -> Quantity[31.27, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[48.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[27.9, "Percent"]|>, <|"OccupationTitle" -> "Psychologists", "UKSOC2010Code" -> 2212., "ProximityToOthers" -> 55.2, "ExposureToDisease" -> 32.6, "TotalInEmployment" -> 36000., "MedianHourlyPay" -> Quantity[24.75, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[81.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.9, "Percent"]|>, <|"OccupationTitle" -> "Pharmacists", "UKSOC2010Code" -> 2213., "ProximityToOthers" -> 72., "ExposureToDisease" -> 76., "TotalInEmployment" -> 70000., "MedianHourlyPay" -> Quantity[21.13, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[67.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[32.4, "Percent"]|>, <|"OccupationTitle" -> "Ophthalmic opticians", "UKSOC2010Code" -> 2214., "ProximityToOthers" -> 90., "ExposureToDisease" -> 75., "TotalInEmployment" -> 18000., "MedianHourlyPay" -> Quantity[23.14, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[53.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[27.2, "Percent"]|>, <|"OccupationTitle" -> "Dental practitioners", "UKSOC2010Code" -> 2215., "ProximityToOthers" -> 97., "ExposureToDisease" -> 90., "TotalInEmployment" -> 41000., "MedianHourlyPay" -> Quantity[24.76, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[52.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[11.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[28.2, "Percent"]|>, <|"OccupationTitle" -> "Veterinarians", "UKSOC2010Code" -> 2216., "ProximityToOthers" -> 91., "ExposureToDisease" -> 89., "TotalInEmployment" -> 27000., "MedianHourlyPay" -> Quantity[19.66, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[62., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[8., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Medical radiographers", "UKSOC2010Code" -> 2217., "ProximityToOthers" -> 88.8, "ExposureToDisease" -> 89.8, "TotalInEmployment" -> 34000., "MedianHourlyPay" -> Quantity[20., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[78.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[20.2, "Percent"]|>, <|"OccupationTitle" -> "Podiatrists", "UKSOC2010Code" -> 2218., "ProximityToOthers" -> 84.9, "ExposureToDisease" -> 67.8, "TotalInEmployment" -> 12000., "MedianHourlyPay" -> Quantity[19.55, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[75.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[39.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Health professionals n.e.c.", "UKSOC2010Code" -> 2219., "ProximityToOthers" -> 84.9, "ExposureToDisease" -> 67.8, "TotalInEmployment" -> 64000., "MedianHourlyPay" -> Quantity[18.8, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[77.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.9, "Percent"]|>, <|"OccupationTitle" -> "Physiotherapists", "UKSOC2010Code" -> 2221., "ProximityToOthers" -> 96.5, "ExposureToDisease" -> 61., "TotalInEmployment" -> 73000., "MedianHourlyPay" -> Quantity[18.69, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[73.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[11.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.5, "Percent"]|>, <|"OccupationTitle" -> "Occupational therapists", "UKSOC2010Code" -> 2222., "ProximityToOthers" -> 84.9, "ExposureToDisease" -> 67.8, "TotalInEmployment" -> 47000., "MedianHourlyPay" -> Quantity[18.37, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[91.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.6, "Percent"]|>, <|"OccupationTitle" -> "Speech and language therapists", "UKSOC2010Code" -> 2223., "ProximityToOthers" -> 73., "ExposureToDisease" -> 60., "TotalInEmployment" -> 20000., "MedianHourlyPay" -> Quantity[17.67, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[5.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.7, "Percent"]|>, <|"OccupationTitle" -> "Therapy professionals n.e.c.", "UKSOC2010Code" -> 2229., "ProximityToOthers" -> 55.2, "ExposureToDisease" -> 32.6, "TotalInEmployment" -> 63000., "MedianHourlyPay" -> Quantity[19.3, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[73.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[36.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.4, "Percent"]|>, <|"OccupationTitle" -> "Nurses", "UKSOC2010Code" -> 2231., "ProximityToOthers" -> 86., "ExposureToDisease" -> 91.5, "TotalInEmployment" -> 669000., "MedianHourlyPay" -> Quantity[18.04, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[88.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[19.4, "Percent"]|>, <|"OccupationTitle" -> "Midwives", "UKSOC2010Code" -> 2232., "ProximityToOthers" -> 97., "ExposureToDisease" -> 89., "TotalInEmployment" -> 45000., "MedianHourlyPay" -> Quantity[20.99, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.3, "Percent"]|>, <|"OccupationTitle" -> "Higher education teaching professionals", "UKSOC2010Code" -> 2311., "ProximityToOthers" -> 50.7, "ExposureToDisease" -> 11.1, "TotalInEmployment" -> 178000., "MedianHourlyPay" -> Quantity[26.76, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[46.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.9, "Percent"]|>, <|"OccupationTitle" -> "Further education teaching professionals", "UKSOC2010Code" -> 2312., "ProximityToOthers" -> 77., "ExposureToDisease" -> 23.7, "TotalInEmployment" -> 127000., "MedianHourlyPay" -> Quantity[20.42, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[57., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.6, "Percent"]|>, <|"OccupationTitle" -> "Secondary education teaching professionals", "UKSOC2010Code" -> 2314., "ProximityToOthers" -> 70., "ExposureToDisease" -> 17., "TotalInEmployment" -> 395000., "MedianHourlyPay" -> Quantity[23.61, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[62.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.1, "Percent"]|>, <|"OccupationTitle" -> "Primary and nursery education teaching professionals", "UKSOC2010Code" -> 2315., "ProximityToOthers" -> 74.5, "ExposureToDisease" -> 50., "TotalInEmployment" -> 437000., "MedianHourlyPay" -> Quantity[22.04, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[85.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[9.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7., "Percent"]|>, <|"OccupationTitle" -> "Special needs education teaching professionals", "UKSOC2010Code" -> 2316., "ProximityToOthers" -> 83., "ExposureToDisease" -> 48.8, "TotalInEmployment" -> 86000., "MedianHourlyPay" -> Quantity[21.64, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[82.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.9, "Percent"]|>, <|"OccupationTitle" -> "Senior professionals of educational establishments", "UKSOC2010Code" -> 2317., "ProximityToOthers" -> 50.8, "ExposureToDisease" -> 14.3, "TotalInEmployment" -> 96000., "MedianHourlyPay" -> Quantity[32.35, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[70.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[2.6, "Percent"]|>, <|"OccupationTitle" -> "Education advisers and school inspectors", "UKSOC2010Code" -> 2318., "ProximityToOthers" -> 51.5, "ExposureToDisease" -> 8.5, "TotalInEmployment" -> 35000., "MedianHourlyPay" -> Quantity[20.56, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[69., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[29.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.1, "Percent"]|>, <|"OccupationTitle" -> "Teaching and other educational professionals n.e.c.", "UKSOC2010Code" -> 2319., "ProximityToOthers" -> 64., "ExposureToDisease" -> 36., "TotalInEmployment" -> 253000., "MedianHourlyPay" -> Quantity[17.25, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[68.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[31.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.8, "Percent"]|>, <|"OccupationTitle" -> "Barristers and judges", "UKSOC2010Code" -> 2412., "ProximityToOthers" -> 34., "ExposureToDisease" -> 14., "TotalInEmployment" -> 30000., "MedianHourlyPay" -> Quantity[18.07, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[37.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.1, "Percent"]|>, 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2.8, "TotalInEmployment" -> 185000., "MedianHourlyPay" -> Quantity[20.09, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[42.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[14.8, "Percent"]|>, <|"OccupationTitle" -> "Management consultants and business analysts", "UKSOC2010Code" -> 2423., "ProximityToOthers" -> 49.8, "ExposureToDisease" -> 4.3, "TotalInEmployment" -> 198000., "MedianHourlyPay" -> Quantity[21.32, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[35.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.6, "Percent"]|>, <|"OccupationTitle" -> "Business and financial project management professionals", "UKSOC2010Code" -> 2424., "ProximityToOthers" -> 49.8, "ExposureToDisease" -> 4.3, "TotalInEmployment" -> 272000., "MedianHourlyPay" -> Quantity[24.66, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[42.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[15.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.1, "Percent"]|>, <|"OccupationTitle" -> "Actuaries, economists and statisticians", "UKSOC2010Code" -> 2425., "ProximityToOthers" -> 39., "ExposureToDisease" -> 2.1, "TotalInEmployment" -> 56000., "MedianHourlyPay" -> Quantity[22.94, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[34., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[7., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[17.6, "Percent"]|>, <|"OccupationTitle" -> "Business and related research professionals", "UKSOC2010Code" -> 2426., "ProximityToOthers" -> 51.5, "ExposureToDisease" -> 4.2, "TotalInEmployment" -> 54000., "MedianHourlyPay" -> Quantity[18.4, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[48.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.6, "Percent"]|>, <|"OccupationTitle" -> "Business, research and administrative professionals n.e.c.", "UKSOC2010Code" -> 2429., "ProximityToOthers" -> 51.5, "ExposureToDisease" -> 4.2, "TotalInEmployment" -> 75000., "MedianHourlyPay" -> Quantity[23.67, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[51.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7., "Percent"]|>, <|"OccupationTitle" -> "Architects", "UKSOC2010Code" -> 2431., "ProximityToOthers" -> 53., "ExposureToDisease" -> 2., "TotalInEmployment" -> 55000., "MedianHourlyPay" -> Quantity[21.45, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[26.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.8, "Percent"]|>, <|"OccupationTitle" -> "Town planning officers", "UKSOC2010Code" -> 2432., "ProximityToOthers" -> 54., "ExposureToDisease" -> 6., "TotalInEmployment" -> 19000., "MedianHourlyPay" -> Quantity[16.38, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[33.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.4, "Percent"]|>, <|"OccupationTitle" -> "Quantity surveyors", "UKSOC2010Code" -> 2433., "ProximityToOthers" -> 49.1, "ExposureToDisease" -> 8., "TotalInEmployment" -> 54000., "MedianHourlyPay" -> Quantity[21.75, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[12.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7., "Percent"]|>, <|"OccupationTitle" -> "Chartered surveyors", "UKSOC2010Code" -> 2434., "ProximityToOthers" -> 47.3, "ExposureToDisease" -> 4.7, "TotalInEmployment" -> 61000., "MedianHourlyPay" -> Quantity[19.07, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[15.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[27.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.4, "Percent"]|>, <|"OccupationTitle" -> "Chartered architectural technologists", "UKSOC2010Code" -> 2435., "ProximityToOthers" -> 53., "ExposureToDisease" -> 2., "TotalInEmployment" -> 6000., "MedianHourlyPay" -> Quantity[19.21, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Construction project managers and related professionals", "UKSOC2010Code" -> 2436., "ProximityToOthers" -> 50., "ExposureToDisease" -> 4., "TotalInEmployment" -> 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"PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[17.1, "Percent"]|>, <|"OccupationTitle" -> "Clergy", "UKSOC2010Code" -> 2444., "ProximityToOthers" -> 51.5, "ExposureToDisease" -> 26.5, "TotalInEmployment" -> 48000., "MedianHourlyPay" -> Quantity[13.58, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[28.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[44.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[16.1, "Percent"]|>, <|"OccupationTitle" -> "Welfare professionals n.e.c.", "UKSOC2010Code" -> 2449., "ProximityToOthers" -> 60.4, "ExposureToDisease" -> 46.4, "TotalInEmployment" -> 30000., "MedianHourlyPay" -> Quantity[16.99, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[77.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[15.2, "Percent"]|>, <|"OccupationTitle" -> "Librarians", "UKSOC2010Code" -> 2451., "ProximityToOthers" -> 55.5, "ExposureToDisease" -> 17., "TotalInEmployment" -> 20000., "MedianHourlyPay" -> Quantity[13.83, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[76., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[41.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[2.5, "Percent"]|>, <|"OccupationTitle" -> "Archivists and curators", "UKSOC2010Code" -> 2452., "ProximityToOthers" -> 44., "ExposureToDisease" -> 3.5, "TotalInEmployment" -> 17000., "MedianHourlyPay" -> Quantity[14.64, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[70.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Quality control and planning engineers", "UKSOC2010Code" -> 2461., "ProximityToOthers" -> 49.1, "ExposureToDisease" -> 8., "TotalInEmployment" -> 35000., "MedianHourlyPay" -> Quantity[18.73, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[23.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[31., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[15.1, "Percent"]|>, <|"OccupationTitle" -> "Quality assurance and regulatory professionals", "UKSOC2010Code" -> 2462., "ProximityToOthers" -> 49.8, "ExposureToDisease" -> 4.3, "TotalInEmployment" -> 107000., "MedianHourlyPay" -> Quantity[22.39, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[53.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11., "Percent"]|>, <|"OccupationTitle" -> "Environmental health professionals", "UKSOC2010Code" -> 2463., "ProximityToOthers" -> 64.5, "ExposureToDisease" -> 34., "TotalInEmployment" -> 10000., "MedianHourlyPay" -> Quantity[19.33, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[53.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.1, "Percent"]|>, <|"OccupationTitle" -> "Journalists, newspaper and periodical editors", "UKSOC2010Code" -> 2471., "ProximityToOthers" -> 54.5, "ExposureToDisease" -> 4.5, "TotalInEmployment" -> 80000., "MedianHourlyPay" -> Quantity[17.72, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[39., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.2, "Percent"]|>, <|"OccupationTitle" -> "Public relations professionals", "UKSOC2010Code" -> 2472., "ProximityToOthers" -> 46., "ExposureToDisease" -> 4., "TotalInEmployment" -> 67000., "MedianHourlyPay" -> Quantity[15.46, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[65.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[10.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.2, "Percent"]|>, <|"OccupationTitle" -> "Advertising accounts managers and creative directors", "UKSOC2010Code" -> 2473., "ProximityToOthers" -> 33., "ExposureToDisease" -> 2.3, "TotalInEmployment" -> 39000., "MedianHourlyPay" -> Quantity[21.77, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[44.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.9, "Percent"]|>, <|"OccupationTitle" -> "Laboratory technicians", "UKSOC2010Code" -> 3111., "ProximityToOthers" -> 50.7, "ExposureToDisease" -> 4.2, "TotalInEmployment" -> 73000., "MedianHourlyPay" -> Quantity[10.87, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[52.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.3, "Percent"]|>, <|"OccupationTitle" -> "Electrical and electronics technicians", "UKSOC2010Code" -> 3112., "ProximityToOthers" -> 57.3, "ExposureToDisease" -> 6.5, "TotalInEmployment" -> 35000., "MedianHourlyPay" -> Quantity[16.47, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[4.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.6, "Percent"]|>, <|"OccupationTitle" -> "Engineering technicians", "UKSOC2010Code" -> 3113., "ProximityToOthers" -> 55.8, "ExposureToDisease" -> 5.4, "TotalInEmployment" -> 100000., "MedianHourlyPay" -> Quantity[16.07, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[6., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.5, "Percent"]|>, <|"OccupationTitle" -> "Building and civil engineering technicians", "UKSOC2010Code" -> 3114., "ProximityToOthers" -> 63.9, "ExposureToDisease" -> 29.8, "TotalInEmployment" -> 22000., "MedianHourlyPay" -> Quantity[14.24, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[11.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[2.2, "Percent"]|>, <|"OccupationTitle" -> "Quality assurance technicians", "UKSOC2010Code" -> 3115., "ProximityToOthers" -> 58.1, "ExposureToDisease" -> 16.1, "TotalInEmployment" -> 34000., "MedianHourlyPay" -> Quantity[13.61, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[40., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[9., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[15.5, "Percent"]|>, <|"OccupationTitle" -> "Planning, process and production technicians", "UKSOC2010Code" -> 3116., "ProximityToOthers" -> 57., "ExposureToDisease" -> 1., "TotalInEmployment" -> 27000., "MedianHourlyPay" -> Quantity[14.58, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[22.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9., "Percent"]|>, <|"OccupationTitle" -> "Science, engineering and production technicians n.e.c.", "UKSOC2010Code" -> 3119., "ProximityToOthers" -> 58.1, "ExposureToDisease" -> 16.1, "TotalInEmployment" -> 49000., "MedianHourlyPay" -> Quantity[13.06, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[31.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.2, "Percent"]|>, <|"OccupationTitle" -> "Architectural and town planning technicians", "UKSOC2010Code" -> 3121., "ProximityToOthers" -> 63.9, "ExposureToDisease" -> 29.8, "TotalInEmployment" -> 23000., "MedianHourlyPay" -> Quantity[14.37, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[28.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[10.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7., "Percent"]|>, <|"OccupationTitle" -> "Draughtspersons", "UKSOC2010Code" -> 3122., "ProximityToOthers" -> 41.8, "ExposureToDisease" -> 1.5, "TotalInEmployment" -> 38000., "MedianHourlyPay" -> Quantity[14.85, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[19.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.4, "Percent"]|>, <|"OccupationTitle" -> "IT operations technicians", "UKSOC2010Code" -> 3131., "ProximityToOthers" -> 42., "ExposureToDisease" -> 7., "TotalInEmployment" -> 108000., "MedianHourlyPay" -> Quantity[15.93, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[34.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[19.5, "Percent"]|>, <|"OccupationTitle" -> "Paramedics", "UKSOC2010Code" -> 3213., "ProximityToOthers" -> 97., "ExposureToDisease" -> 89., "TotalInEmployment" -> 28000., "MedianHourlyPay" -> Quantity[19.83, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[44.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[9.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Dispensing opticians", "UKSOC2010Code" -> 3216., "ProximityToOthers" -> 83., "ExposureToDisease" -> 40., "TotalInEmployment" -> 9000., "MedianHourlyPay" -> Quantity[12.52, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[62.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[14.8, "Percent"]|>, <|"OccupationTitle" -> "Pharmaceutical technicians", "UKSOC2010Code" -> 3217., "ProximityToOthers" -> 83., "ExposureToDisease" -> 72., "TotalInEmployment" -> 33000., "MedianHourlyPay" -> Quantity[11.52, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[84.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[17., "Percent"]|>, <|"OccupationTitle" -> "Medical and dental technicians", "UKSOC2010Code" -> 3218., "ProximityToOthers" -> 88.8, "ExposureToDisease" -> 89.8, "TotalInEmployment" -> 42000., "MedianHourlyPay" -> Quantity[14.84, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[59.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[14.8, "Percent"]|>, <|"OccupationTitle" -> "Youth and community workers", "UKSOC2010Code" -> 3231., "ProximityToOthers" -> 79., "ExposureToDisease" -> 58., "TotalInEmployment" -> 74000., "MedianHourlyPay" -> Quantity[12.77, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[72.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.6, "Percent"]|>, <|"OccupationTitle" -> "Child and early years officers", "UKSOC2010Code" -> 3233., "ProximityToOthers" -> 79., "ExposureToDisease" -> 58., "TotalInEmployment" -> 43000., "MedianHourlyPay" -> Quantity[12.34, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[81.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[14.2, "Percent"]|>, <|"OccupationTitle" -> "Housing officers", "UKSOC2010Code" -> 3234., "ProximityToOthers" -> 79., "ExposureToDisease" -> 58., "TotalInEmployment" -> 54000., "MedianHourlyPay" -> Quantity[14.9, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[80.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[18.3, "Percent"]|>, <|"OccupationTitle" -> "Counsellors", "UKSOC2010Code" -> 3235., "ProximityToOthers" -> 60.4, "ExposureToDisease" -> 46.4, "TotalInEmployment" -> 26000., "MedianHourlyPay" -> Quantity[14.49, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[84.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[36.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[14.5, "Percent"]|>, <|"OccupationTitle" -> "Welfare and housing associate professionals n.e.c.", "UKSOC2010Code" -> 3239., "ProximityToOthers" -> 79., "ExposureToDisease" -> 58., "TotalInEmployment" -> 142000., "MedianHourlyPay" -> Quantity[12.27, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[76.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.3, "Percent"]|>, <|"OccupationTitle" -> "Police officers (sergeant and below)", "UKSOC2010Code" -> 3312., "ProximityToOthers" -> 77., "ExposureToDisease" -> 62.8, "TotalInEmployment" -> 153000., "MedianHourlyPay" -> Quantity[19.19, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[32.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[4.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.6, "Percent"]|>, <|"OccupationTitle" -> "Fire service officers (watch manager and below)", "UKSOC2010Code" -> 3313., "ProximityToOthers" -> 78., "ExposureToDisease" -> 53.8, "TotalInEmployment" -> 44000., "MedianHourlyPay" -> Quantity[15.86, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[5.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[8.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[2.7, "Percent"]|>, <|"OccupationTitle" -> "Prison service officers (below principal officer)", "UKSOC2010Code" -> 3314., "ProximityToOthers" -> 76., "ExposureToDisease" -> 78.5, "TotalInEmployment" -> 42000., "MedianHourlyPay" -> Quantity[14.85, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[30.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.4, "Percent"]|>, <|"OccupationTitle" -> "Police community support officers", "UKSOC2010Code" -> 3315., "ProximityToOthers" -> 77., "ExposureToDisease" -> 62.8, "TotalInEmployment" -> 13000., "MedianHourlyPay" -> Quantity[14.07, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[52.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.7, "Percent"]|>, <|"OccupationTitle" -> "Protective service associate professionals n.e.c.", "UKSOC2010Code" -> 3319., "ProximityToOthers" -> 62., "ExposureToDisease" -> 28.4, "TotalInEmployment" -> 63000., "MedianHourlyPay" -> Quantity[16.83, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[30.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.4, "Percent"]|>, <|"OccupationTitle" -> "Artists", "UKSOC2010Code" -> 3411., "ProximityToOthers" -> 21.5, "ExposureToDisease" -> 1., "TotalInEmployment" -> 60000., "MedianHourlyPay" -> Quantity[13.8, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[52.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[30.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.9, "Percent"]|>, <|"OccupationTitle" -> "Authors, writers and translators", "UKSOC2010Code" -> 3412., "ProximityToOthers" -> 39.8, "ExposureToDisease" -> 1.8, "TotalInEmployment" -> 91000., "MedianHourlyPay" -> Quantity[15.43, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[61.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.5, "Percent"]|>, <|"OccupationTitle" -> "Actors, entertainers and presenters", "UKSOC2010Code" -> 3413., "ProximityToOthers" -> 95., "ExposureToDisease" -> 5., "TotalInEmployment" -> 54000., "MedianHourlyPay" -> Quantity[12.57, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[44.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.8, "Percent"]|>, <|"OccupationTitle" -> "Dancers and choreographers", "UKSOC2010Code" -> 3414., "ProximityToOthers" -> 76., "ExposureToDisease" -> 8., "TotalInEmployment" -> 23000., "MedianHourlyPay" -> Quantity[15.12, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[78., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[10.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.4, "Percent"]|>, <|"OccupationTitle" -> "Musicians", "UKSOC2010Code" -> 3415., "ProximityToOthers" -> 67.3, "ExposureToDisease" -> 13.3, "TotalInEmployment" -> 54000., "MedianHourlyPay" -> Quantity[19.38, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[30.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.6, "Percent"]|>, <|"OccupationTitle" -> "Arts officers, producers and directors", "UKSOC2010Code" -> 3416., "ProximityToOthers" -> 55.9, "ExposureToDisease" -> 1.4, "TotalInEmployment" -> 100000., "MedianHourlyPay" -> Quantity[18.15, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[39.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[10.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.2, "Percent"]|>, <|"OccupationTitle" -> "Photographers, audio-visual and broadcasting equipment operators", "UKSOC2010Code" -> 3417., "ProximityToOthers" -> 65., "ExposureToDisease" -> 6., "TotalInEmployment" -> 73000., "MedianHourlyPay" -> Quantity[13.43, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[22.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.6, "Percent"]|>, <|"OccupationTitle" -> "Graphic designers", "UKSOC2010Code" -> 3421., "ProximityToOthers" -> 43.5, "ExposureToDisease" -> 0., "TotalInEmployment" -> 89000., "MedianHourlyPay" -> Quantity[13.44, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[33.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[10.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.7, "Percent"]|>, <|"OccupationTitle" -> "Product, clothing and related designers", "UKSOC2010Code" -> 3422., "ProximityToOthers" -> 53.1, "ExposureToDisease" -> 1.7, "TotalInEmployment" -> 83000., "MedianHourlyPay" -> Quantity[14.83, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[57.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.7, "Percent"]|>, <|"OccupationTitle" -> "Sports players", "UKSOC2010Code" -> 3441., "ProximityToOthers" -> 59., "ExposureToDisease" -> 6., "TotalInEmployment" -> 14000., "MedianHourlyPay" -> Quantity[14.46, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[17.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[5.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.8, "Percent"]|>, <|"OccupationTitle" -> "Sports coaches, instructors and officials", "UKSOC2010Code" -> 3442., "ProximityToOthers" -> 73.7, "ExposureToDisease" -> 9.3, "TotalInEmployment" -> 97000., "MedianHourlyPay" -> Quantity[12.09, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[39., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[8.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.3, "Percent"]|>, <|"OccupationTitle" -> "Fitness instructors", "UKSOC2010Code" -> 3443., "ProximityToOthers" -> 84.2, "ExposureToDisease" -> 27.8, "TotalInEmployment" -> 68000., "MedianHourlyPay" -> Quantity[10.33, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[52.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.2, "Percent"]|>, <|"OccupationTitle" -> "Air traffic controllers", "UKSOC2010Code" -> 3511., "ProximityToOthers" -> 74., "ExposureToDisease" -> 11.5, "TotalInEmployment" -> 8000., "MedianHourlyPay" -> Quantity[45.54, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[14.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Aircraft pilots and flight engineers", "UKSOC2010Code" -> 3512., "ProximityToOthers" -> 76.7, "ExposureToDisease" -> 23., "TotalInEmployment" -> 26000., "MedianHourlyPay" -> Quantity[38.46, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[7.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Ship and hovercraft officers", "UKSOC2010Code" -> 3513., "ProximityToOthers" -> 70., "ExposureToDisease" -> 18., "TotalInEmployment" -> 14000., "MedianHourlyPay" -> Quantity[21.38, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[4.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[39.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Legal associate professionals", "UKSOC2010Code" -> 3520., "ProximityToOthers" -> 55.2, "ExposureToDisease" -> 13.5, "TotalInEmployment" -> 74000., "MedianHourlyPay" -> Quantity[15., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[63.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.4, "Percent"]|>, <|"OccupationTitle" -> "Estimators, valuers and assessors", "UKSOC2010Code" -> 3531., "ProximityToOthers" -> 46.4, "ExposureToDisease" -> 4.2, "TotalInEmployment" -> 62000., "MedianHourlyPay" -> Quantity[15.27, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[26.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7., "Percent"]|>, <|"OccupationTitle" -> "Brokers", "UKSOC2010Code" -> 3532., "ProximityToOthers" -> 50., "ExposureToDisease" -> 2.8, "TotalInEmployment" -> 53000., "MedianHourlyPay" -> Quantity[26.17, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[21.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[15.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.4, "Percent"]|>, <|"OccupationTitle" -> "Insurance underwriters", "UKSOC2010Code" -> 3533., "ProximityToOthers" -> 52., "ExposureToDisease" -> 5., "TotalInEmployment" -> 29000., "MedianHourlyPay" -> Quantity[18.58, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[57.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.9, "Percent"]|>, <|"OccupationTitle" -> "Finance and investment analysts and advisers", "UKSOC2010Code" -> 3534., "ProximityToOthers" -> 42., "ExposureToDisease" -> 1., "TotalInEmployment" -> 219000., "MedianHourlyPay" -> Quantity[19.14, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[34.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[16.3, "Percent"]|>, <|"OccupationTitle" -> "Taxation experts", "UKSOC2010Code" -> 3535., "ProximityToOthers" -> 47.5, "ExposureToDisease" -> 2.8, "TotalInEmployment" -> 35000., "MedianHourlyPay" -> Quantity[26.09, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[41.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[30.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.7, "Percent"]|>, <|"OccupationTitle" -> "Importers and exporters", "UKSOC2010Code" -> 3536., "ProximityToOthers" -> 54.2, "ExposureToDisease" -> 2.7, "TotalInEmployment" -> 6000., "MedianHourlyPay" -> Quantity[14.92, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[36.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" 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"BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Moulders, core makers and die casters", "UKSOC2010Code" -> 5212., "ProximityToOthers" -> 68.5, "ExposureToDisease" -> 5.5, "TotalInEmployment" -> 2000., "MedianHourlyPay" -> Quantity[11.06, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[48.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Sheet metal workers", "UKSOC2010Code" -> 5213., "ProximityToOthers" -> 64.3, "ExposureToDisease" -> 12.7, "TotalInEmployment" -> 16000., "MedianHourlyPay" -> Quantity[12.28, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Metal plate workers, and riveters", "UKSOC2010Code" -> 5214., "ProximityToOthers" -> 72.7, "ExposureToDisease" -> 9.7, "TotalInEmployment" -> 6000., "MedianHourlyPay" -> Quantity[13.54, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Welding trades", "UKSOC2010Code" -> 5215., "ProximityToOthers" -> 46.7, "ExposureToDisease" -> 0.3, "TotalInEmployment" -> 61000., "MedianHourlyPay" -> Quantity[12.11, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[2.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.5, "Percent"]|>, <|"OccupationTitle" -> "Pipe fitters", "UKSOC2010Code" -> 5216., "ProximityToOthers" -> 73.3, "ExposureToDisease" -> 38.3, "TotalInEmployment" -> 5000., "MedianHourlyPay" -> Quantity[15.98, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Metal machining setters and setter-operators", "UKSOC2010Code" -> 5221., "ProximityToOthers" -> 53.6, "ExposureToDisease" -> 4.5, "TotalInEmployment" -> 53000., "MedianHourlyPay" -> Quantity[12.8, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[5.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.4, "Percent"]|>, <|"OccupationTitle" -> "Tool makers, tool fitters and markers-out", "UKSOC2010Code" -> 5222., "ProximityToOthers" -> 61.3, "ExposureToDisease" -> 6.8, "TotalInEmployment" -> 13000., "MedianHourlyPay" -> Quantity[13.68, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[43.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Metal working production and maintenance fitters", "UKSOC2010Code" -> 5223., "ProximityToOthers" -> 68.4, "ExposureToDisease" -> 15.4, "TotalInEmployment" -> 223000., "MedianHourlyPay" -> Quantity[14.37, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[2.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.6, "Percent"]|>, <|"OccupationTitle" -> "Precision instrument makers and repairers", "UKSOC2010Code" -> 5224., "ProximityToOthers" -> 56.3, "ExposureToDisease" -> 13.3, "TotalInEmployment" -> 22000., "MedianHourlyPay" -> Quantity[12.24, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[9.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.1, "Percent"]|>, <|"OccupationTitle" -> "Air-conditioning and refrigeration engineers", "UKSOC2010Code" -> 5225., "ProximityToOthers" -> 63.7, "ExposureToDisease" -> 17.7, "TotalInEmployment" -> 16000., "MedianHourlyPay" -> Quantity[13.54, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Vehicle technicians, mechanics and electricians", "UKSOC2010Code" -> 5231., "ProximityToOthers" -> 55.7, "ExposureToDisease" -> 10., "TotalInEmployment" -> 178000., "MedianHourlyPay" -> Quantity[12.44, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[1.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[15.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.1, "Percent"]|>, <|"OccupationTitle" -> "Vehicle body builders and repairers", "UKSOC2010Code" -> 5232., "ProximityToOthers" -> 60., "ExposureToDisease" -> 11.3, "TotalInEmployment" -> 24000., "MedianHourlyPay" -> Quantity[12.25, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.1, "Percent"]|>, <|"OccupationTitle" -> "Vehicle paint technicians", "UKSOC2010Code" -> 5234., "ProximityToOthers" -> 61., "ExposureToDisease" -> 8., "TotalInEmployment" -> 13000., "MedianHourlyPay" -> Quantity[12.21, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[9.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Aircraft maintenance and related trades", "UKSOC2010Code" -> 5235., "ProximityToOthers" -> 61.5, "ExposureToDisease" -> 11.5, "TotalInEmployment" -> 29000., "MedianHourlyPay" -> Quantity[18.98, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[7.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.3, "Percent"]|>, <|"OccupationTitle" -> "Boat and ship builders and repairers", "UKSOC2010Code" -> 5236., "ProximityToOthers" -> 68.4, "ExposureToDisease" -> 15.4, "TotalInEmployment" -> 15000., "MedianHourlyPay" -> Quantity[12.76, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[1.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.5, "Percent"]|>, <|"OccupationTitle" -> "Rail and rolling stock builders and repairers", "UKSOC2010Code" -> 5237., "ProximityToOthers" -> 68.4, "ExposureToDisease" -> 15.4, "TotalInEmployment" -> 10000., "MedianHourlyPay" -> Quantity[18.7, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[20.2, "Percent"]|>, <|"OccupationTitle" -> "Electricians and electrical fitters", "UKSOC2010Code" -> 5241., "ProximityToOthers" -> 71.5, "ExposureToDisease" -> 6.5, "TotalInEmployment" -> 259000., "MedianHourlyPay" -> Quantity[15.04, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[2.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.9, "Percent"]|>, <|"OccupationTitle" -> "Telecommunications engineers", "UKSOC2010Code" -> 5242., "ProximityToOthers" -> 48., "ExposureToDisease" -> 4.5, "TotalInEmployment" -> 60000., "MedianHourlyPay" -> Quantity[16.58, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[4.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.3, "Percent"]|>, <|"OccupationTitle" -> "TV, video and audio engineers", "UKSOC2010Code" -> 5244., "ProximityToOthers" -> 57., "ExposureToDisease" -> 6., "TotalInEmployment" -> 8000., "MedianHourlyPay" -> Quantity[15.02, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.7, "Percent"]|>, <|"OccupationTitle" -> "IT engineers", "UKSOC2010Code" -> 5245., "ProximityToOthers" -> 61.4, "ExposureToDisease" -> 14.8, "TotalInEmployment" -> 37000., "MedianHourlyPay" -> Quantity[15.04, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[4.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[19.1, "Percent"]|>, <|"OccupationTitle" -> "Electrical and electronic trades n.e.c.", "UKSOC2010Code" -> 5249., "ProximityToOthers" -> 57., "ExposureToDisease" -> 6., "TotalInEmployment" -> 79000., "MedianHourlyPay" -> Quantity[15.31, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[2.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.5, "Percent"]|>, <|"OccupationTitle" -> "Skilled metal, electrical and electronic trades supervisors", "UKSOC2010Code" -> 5250., "ProximityToOthers" -> 65., "ExposureToDisease" -> 1., "TotalInEmployment" -> 40000., "MedianHourlyPay" -> Quantity[16.02, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[8.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.9, "Percent"]|>, <|"OccupationTitle" -> "Steel erectors", "UKSOC2010Code" -> 5311., "ProximityToOthers" -> 72.7, "ExposureToDisease" -> 9.7, "TotalInEmployment" -> 7000., "MedianHourlyPay" -> Quantity[11.96, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[11.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Bricklayers and masons", "UKSOC2010Code" -> 5312., "ProximityToOthers" -> 81.5, "ExposureToDisease" -> 12.5, "TotalInEmployment" -> 78000., "MedianHourlyPay" -> Quantity[13.19, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[1.8, "Percent"]|>, <|"OccupationTitle" -> "Roofers, roof tilers and slaters", "UKSOC2010Code" -> 5313., "ProximityToOthers" -> 77., "ExposureToDisease" -> 4., "TotalInEmployment" -> 50000., "MedianHourlyPay" -> Quantity[11.84, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[2.2, "Percent"]|>, <|"OccupationTitle" -> "Plumbers and heating and ventilating engineers", "UKSOC2010Code" -> 5314., "ProximityToOthers" -> 73.3, "ExposureToDisease" -> 38.3, "TotalInEmployment" -> 186000., "MedianHourlyPay" -> Quantity[14.66, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[1., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.8, "Percent"]|>, <|"OccupationTitle" -> "Carpenters and joiners", "UKSOC2010Code" -> 5315., "ProximityToOthers" -> 80., "ExposureToDisease" -> 9., "TotalInEmployment" -> 221000., "MedianHourlyPay" -> Quantity[12.93, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[1.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.2, "Percent"]|>, <|"OccupationTitle" -> "Glaziers, window fabricators and fitters", "UKSOC2010Code" -> 5316., "ProximityToOthers" -> 69., "ExposureToDisease" -> 18., "TotalInEmployment" -> 40000., "MedianHourlyPay" -> Quantity[10., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3., "Percent"]|>, <|"OccupationTitle" -> "Construction and building trades n.e.c.", "UKSOC2010Code" -> 5319., "ProximityToOthers" -> 50., "ExposureToDisease" -> 4., "TotalInEmployment" -> 252000., "MedianHourlyPay" -> Quantity[12.03, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[3.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.5, "Percent"]|>, <|"OccupationTitle" -> "Plasterers", "UKSOC2010Code" -> 5321., "ProximityToOthers" -> 59., "ExposureToDisease" -> 7., "TotalInEmployment" -> 48000., "MedianHourlyPay" -> Quantity[13.39, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.2, "Percent"]|>, <|"OccupationTitle" -> "Floorers and wall tilers", "UKSOC2010Code" -> 5322., "ProximityToOthers" -> 63.8, "ExposureToDisease" -> 8.8, "TotalInEmployment" -> 32000., "MedianHourlyPay" -> Quantity[11.5, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[2.2, "Percent"]|>, <|"OccupationTitle" -> "Painters and decorators", "UKSOC2010Code" -> 5323., "ProximityToOthers" -> 54., "ExposureToDisease" -> 7.5, "TotalInEmployment" -> 132000., "MedianHourlyPay" -> Quantity[11.64, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[6.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[33.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[2.8, "Percent"]|>, <|"OccupationTitle" -> "Construction and building trades supervisors", "UKSOC2010Code" -> 5330., "ProximityToOthers" -> 74.5, "ExposureToDisease" -> 7., "TotalInEmployment" -> 65000., "MedianHourlyPay" -> Quantity[16., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[0.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.7, "Percent"]|>, <|"OccupationTitle" -> "Weavers and knitters", "UKSOC2010Code" -> 5411., "ProximityToOthers" -> 55., "ExposureToDisease" -> 3., "TotalInEmployment" -> 3000., "MedianHourlyPay" -> Quantity[10.33, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[50.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[39.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Upholsterers", "UKSOC2010Code" -> 5412., "ProximityToOthers" -> 62., "ExposureToDisease" -> 2., "TotalInEmployment" -> 13000., "MedianHourlyPay" -> Quantity[11.4, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[13.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[43.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[12.8, "Percent"]|>, <|"OccupationTitle" -> "Footwear and leather working trades", "UKSOC2010Code" -> 5413., "ProximityToOthers" -> 55., "ExposureToDisease" -> 3., "TotalInEmployment" -> 5000., "MedianHourlyPay" -> Quantity[10.1, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[35.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[41.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Tailors and dressmakers", "UKSOC2010Code" -> 5414., "ProximityToOthers" -> 63., "ExposureToDisease" -> 12., "TotalInEmployment" -> 13000., "MedianHourlyPay" -> Quantity[8.21, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[74.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[29.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[20., "Percent"]|>, <|"OccupationTitle" -> "Textiles, garments and related trades n.e.c.", "UKSOC2010Code" -> 5419., "ProximityToOthers" -> 50., "ExposureToDisease" -> 10., "TotalInEmployment" -> 15000., "MedianHourlyPay" -> Quantity[9.49, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[68.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.7, "Percent"]|>, <|"OccupationTitle" -> "Pre-press technicians", "UKSOC2010Code" -> 5421., "ProximityToOthers" -> 50.5, "ExposureToDisease" -> 1., "TotalInEmployment" -> 3000., "MedianHourlyPay" -> Quantity[11., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[27.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[42.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Printers", "UKSOC2010Code" -> 5422., "ProximityToOthers" -> 42., "ExposureToDisease" -> 0., "TotalInEmployment" -> 29000., "MedianHourlyPay" -> Quantity[12.08, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[15., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.6, "Percent"]|>, <|"OccupationTitle" -> "Print finishing and binding workers", "UKSOC2010Code" -> 5423., "ProximityToOthers" -> 55., "ExposureToDisease" -> 0., "TotalInEmployment" -> 9000., "MedianHourlyPay" -> Quantity[10.72, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[24.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.6, "Percent"]|>, <|"OccupationTitle" -> "Butchers", "UKSOC2010Code" -> 5431., "ProximityToOthers" -> 67.5, "ExposureToDisease" -> 13., "TotalInEmployment" -> 29000., "MedianHourlyPay" -> Quantity[10., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[11.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.8, "Percent"]|>, <|"OccupationTitle" -> "Bakers and flour confectioners", "UKSOC2010Code" -> 5432., "ProximityToOthers" -> 55., "ExposureToDisease" -> 7., "TotalInEmployment" -> 31000., "MedianHourlyPay" -> Quantity[9.76, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[56., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.7, "Percent"]|>, <|"OccupationTitle" -> "Fishmongers and poultry dressers", "UKSOC2010Code" -> 5433., "ProximityToOthers" -> 67.5, "ExposureToDisease" -> 13., "TotalInEmployment" -> 11000., "MedianHourlyPay" -> Quantity[9.03, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[31.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[29.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Chefs", "UKSOC2010Code" -> 5434., "ProximityToOthers" -> 88., "ExposureToDisease" -> 20.5, "TotalInEmployment" -> 244000., "MedianHourlyPay" -> Quantity[9.68, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[20.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[11.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[21.1, "Percent"]|>, <|"OccupationTitle" -> "Cooks", "UKSOC2010Code" -> 5435., "ProximityToOthers" -> 66.6, "ExposureToDisease" -> 18.4, "TotalInEmployment" -> 70000., "MedianHourlyPay" -> Quantity[8.88, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[70.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[26.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[18.7, "Percent"]|>, <|"OccupationTitle" -> "Catering and bar managers", "UKSOC2010Code" -> 5436., "ProximityToOthers" -> 78., "ExposureToDisease" -> 10., "TotalInEmployment" -> 68000., "MedianHourlyPay" -> Quantity[10.14, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[58.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.9, "Percent"]|>, <|"OccupationTitle" -> "Glass and ceramics makers, decorators and finishers", "UKSOC2010Code" -> 5441., "ProximityToOthers" -> 51.4, "ExposureToDisease" -> 2.6, "TotalInEmployment" -> 11000., "MedianHourlyPay" -> Quantity[10.77, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[48.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[32., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Furniture makers and other craft woodworkers", "UKSOC2010Code" -> 5442., "ProximityToOthers" -> 54., "ExposureToDisease" -> 4.3, "TotalInEmployment" -> 40000., "MedianHourlyPay" -> Quantity[10.46, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[9.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.8, "Percent"]|>, <|"OccupationTitle" -> "Florists", "UKSOC2010Code" -> 5443., "ProximityToOthers" -> 68., "ExposureToDisease" -> 27., "TotalInEmployment" -> 11000., "MedianHourlyPay" -> Quantity[8.52, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.1, "Percent"]|>, <|"OccupationTitle" -> "Other skilled trades n.e.c.", "UKSOC2010Code" -> 5449., "ProximityToOthers" -> 52., "ExposureToDisease" -> 0.5, "TotalInEmployment" -> 37000., "MedianHourlyPay" -> Quantity[12.95, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[26.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6., "Percent"]|>, <|"OccupationTitle" -> "Nursery nurses and assistants", "UKSOC2010Code" -> 6121., "ProximityToOthers" -> 88., "ExposureToDisease" -> 36., "TotalInEmployment" -> 224000., "MedianHourlyPay" -> Quantity[8.85, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[10.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.1, "Percent"]|>, <|"OccupationTitle" -> "Childminders and related occupations", "UKSOC2010Code" -> 6122., "ProximityToOthers" -> 79.8, "ExposureToDisease" -> 30., "TotalInEmployment" -> 106000., "MedianHourlyPay" -> Quantity[10., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.5, "Percent"]|>, <|"OccupationTitle" -> "Playworkers", "UKSOC2010Code" -> 6123., "ProximityToOthers" -> 79.8, "ExposureToDisease" -> 30., "TotalInEmployment" -> 31000., "MedianHourlyPay" -> Quantity[9., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[89.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.4, "Percent"]|>, <|"OccupationTitle" -> "Teaching assistants", "UKSOC2010Code" -> 6125., "ProximityToOthers" -> 88., "ExposureToDisease" -> 36., "TotalInEmployment" -> 309000., "MedianHourlyPay" -> Quantity[9.91, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[90.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.7, "Percent"]|>, <|"OccupationTitle" -> "Educational support assistants", "UKSOC2010Code" -> 6126., "ProximityToOthers" -> 88., "ExposureToDisease" -> 36., "TotalInEmployment" -> 167000., "MedianHourlyPay" -> Quantity[9.92, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[88.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.4, "Percent"]|>, <|"OccupationTitle" -> "Veterinary nurses", "UKSOC2010Code" -> 6131., "ProximityToOthers" -> 90., "ExposureToDisease" -> 77., "TotalInEmployment" -> 18000., "MedianHourlyPay" -> Quantity[11., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[93.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[5.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Pest control officers", "UKSOC2010Code" -> 6132., "ProximityToOthers" -> 49.3, "ExposureToDisease" -> 16., "TotalInEmployment" -> 8000., "MedianHourlyPay" -> Quantity[11.87, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[41.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Animal care services occupations n.e.c.", "UKSOC2010Code" -> 6139., "ProximityToOthers" -> 77., "ExposureToDisease" -> 41.8, "TotalInEmployment" -> 84000., "MedianHourlyPay" -> Quantity[9., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[84.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[0.6, "Percent"]|>, <|"OccupationTitle" -> "Nursing auxiliaries and assistants", "UKSOC2010Code" -> 6141., "ProximityToOthers" -> 90., "ExposureToDisease" -> 87., "TotalInEmployment" -> 338000., "MedianHourlyPay" -> Quantity[10.93, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[81., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[18.5, "Percent"]|>, <|"OccupationTitle" -> "Ambulance staff (excluding paramedics)", "UKSOC2010Code" -> 6142., "ProximityToOthers" -> 97., "ExposureToDisease" -> 89., "TotalInEmployment" -> 23000., "MedianHourlyPay" -> Quantity[12.03, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[34.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[37.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7., "Percent"]|>, <|"OccupationTitle" -> "Dental nurses", "UKSOC2010Code" -> 6143., "ProximityToOthers" -> 99.5, "ExposureToDisease" -> 98., "TotalInEmployment" -> 52000., "MedianHourlyPay" -> Quantity[10.15, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[4.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.1, "Percent"]|>, <|"OccupationTitle" -> "Houseparents and residential wardens", "UKSOC2010Code" -> 6144., "ProximityToOthers" -> 88.1, "ExposureToDisease" -> 90.6, "TotalInEmployment" -> 49000., "MedianHourlyPay" -> Quantity[12.13, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[75.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[35., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.3, "Percent"]|>, <|"OccupationTitle" -> "Care workers and home carers", "UKSOC2010Code" -> 6145., "ProximityToOthers" -> 84.8, "ExposureToDisease" -> 41.3, "TotalInEmployment" -> 773000., "MedianHourlyPay" -> Quantity[9.5, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[83.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[19.2, "Percent"]|>, <|"OccupationTitle" -> "Senior care workers", "UKSOC2010Code" -> 6146., "ProximityToOthers" -> 84.8, "ExposureToDisease" -> 41.3, "TotalInEmployment" -> 77000., "MedianHourlyPay" -> Quantity[9.75, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[85.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.6, "Percent"]|>, <|"OccupationTitle" -> "Care escorts", "UKSOC2010Code" -> 6147., "ProximityToOthers" -> 88.1, "ExposureToDisease" -> 90.6, "TotalInEmployment" -> 13000., "MedianHourlyPay" -> Quantity[9.45, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[74., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[50.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.2, "Percent"]|>, <|"OccupationTitle" -> "Undertakers, mortuary and crematorium assistants", "UKSOC2010Code" -> 6148., "ProximityToOthers" -> 71.5, "ExposureToDisease" -> 68.5, "TotalInEmployment" -> 26000., "MedianHourlyPay" -> Quantity[11.29, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[39.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[45.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Sports and leisure assistants", "UKSOC2010Code" -> 6211., "ProximityToOthers" -> 72.4, "ExposureToDisease" -> 25.8, "TotalInEmployment" -> 64000., "MedianHourlyPay" -> Quantity[9.24, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[44.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[7.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.6, "Percent"]|>, <|"OccupationTitle" -> "Travel agents", "UKSOC2010Code" -> 6212., "ProximityToOthers" -> 59.7, "ExposureToDisease" -> 5.3, "TotalInEmployment" -> 36000., "MedianHourlyPay" -> Quantity[9.91, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[80.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.5, "Percent"]|>, <|"OccupationTitle" -> "Air travel assistants", "UKSOC2010Code" -> 6214., "ProximityToOthers" -> 85., "ExposureToDisease" -> 40., "TotalInEmployment" -> 59000., "MedianHourlyPay" -> Quantity[10.45, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[63.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.5, "Percent"]|>, <|"OccupationTitle" -> "Rail travel assistants", "UKSOC2010Code" -> 6215., "ProximityToOthers" -> 79.5, "ExposureToDisease" -> 21.5, "TotalInEmployment" -> 15000., "MedianHourlyPay" -> Quantity[17.51, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[22.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[39.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.4, "Percent"]|>, <|"OccupationTitle" -> "Leisure and travel service occupations n.e.c.", "UKSOC2010Code" -> 6219., "ProximityToOthers" -> 73.5, "ExposureToDisease" -> 15.8, "TotalInEmployment" -> 29000., "MedianHourlyPay" -> Quantity[10.33, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[67.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[33.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.8, "Percent"]|>, <|"OccupationTitle" -> "Hairdressers and barbers", "UKSOC2010Code" -> 6221., "ProximityToOthers" -> 89., "ExposureToDisease" -> 32.8, "TotalInEmployment" -> 166000., "MedianHourlyPay" -> Quantity[8.21, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[86.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.9, "Percent"]|>, <|"OccupationTitle" -> "Beauticians and related occupations", "UKSOC2010Code" -> 6222., "ProximityToOthers" -> 89.6, "ExposureToDisease" -> 23.6, "TotalInEmployment" -> 95000., "MedianHourlyPay" -> Quantity[9.12, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[92.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[5.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[14.3, "Percent"]|>, <|"OccupationTitle" -> "Housekeepers and related occupations", "UKSOC2010Code" -> 6231., "ProximityToOthers" -> 51., "ExposureToDisease" -> 47., "TotalInEmployment" -> 50000., "MedianHourlyPay" -> Quantity[9.02, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[39.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.5, "Percent"]|>, <|"OccupationTitle" -> "Caretakers", "UKSOC2010Code" -> 6232., "ProximityToOthers" -> 48., "ExposureToDisease" -> 47., "TotalInEmployment" -> 70000., "MedianHourlyPay" -> Quantity[10.27, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[17.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[42.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.5, "Percent"]|>, <|"OccupationTitle" -> "Cleaning and housekeeping managers and supervisors", "UKSOC2010Code" -> 6240., "ProximityToOthers" -> 51., "ExposureToDisease" -> 47., "TotalInEmployment" -> 71000., "MedianHourlyPay" -> Quantity[9.63, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[77.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.9, "Percent"]|>, <|"OccupationTitle" -> "Sales and retail assistants", "UKSOC2010Code" -> 7111., "ProximityToOthers" -> 68., "ExposureToDisease" -> 9.5, "TotalInEmployment" -> 1.048*^6, "MedianHourlyPay" -> Quantity[8.74, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[66.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.3, "Percent"]|>, <|"OccupationTitle" -> "Retail cashiers and check-out operators", "UKSOC2010Code" -> 7112., "ProximityToOthers" -> 72.5, "ExposureToDisease" -> 27.5, "TotalInEmployment" -> 178000., "MedianHourlyPay" -> Quantity[8.87, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[72., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[18.4, "Percent"]|>, <|"OccupationTitle" -> "Telephone salespersons", "UKSOC2010Code" -> 7113., "ProximityToOthers" -> 77., "ExposureToDisease" -> 5., "TotalInEmployment" -> 32000., "MedianHourlyPay" -> Quantity[10.24, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[43.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[5.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[12.7, "Percent"]|>, <|"OccupationTitle" -> "Pharmacy and other dispensing assistants", "UKSOC2010Code" -> 7114., "ProximityToOthers" -> 75.5, "ExposureToDisease" -> 40.8, "TotalInEmployment" -> 79000., "MedianHourlyPay" -> Quantity[8.85, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[83.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.1, "Percent"]|>, <|"OccupationTitle" -> "Vehicle and parts salespersons and advisers", "UKSOC2010Code" -> 7115., "ProximityToOthers" -> 68., "ExposureToDisease" -> 9.5, "TotalInEmployment" -> 50000., "MedianHourlyPay" -> Quantity[10.4, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[11.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.9, "Percent"]|>, <|"OccupationTitle" -> "Collector salespersons and credit agents", "UKSOC2010Code" -> 7121., "ProximityToOthers" -> 67., "ExposureToDisease" -> 7., "TotalInEmployment" -> 14000., "MedianHourlyPay" -> Quantity[10.25, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[38.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Debt, rent and other cash collectors", "UKSOC2010Code" -> 7122., "ProximityToOthers" -> 42., "ExposureToDisease" -> 7.5, "TotalInEmployment" -> 28000., "MedianHourlyPay" -> Quantity[9.97, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[34.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[12.1, "Percent"]|>, <|"OccupationTitle" -> "Roundspersons and van salespersons", "UKSOC2010Code" -> 7123., "ProximityToOthers" -> 67., "ExposureToDisease" -> 7., "TotalInEmployment" -> 28000., "MedianHourlyPay" -> Quantity[8.97, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[18.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.7, "Percent"]|>, <|"OccupationTitle" -> "Market and street traders and assistants", "UKSOC2010Code" -> 7124., "ProximityToOthers" -> 67., "ExposureToDisease" -> 7., "TotalInEmployment" -> 15000., "MedianHourlyPay" -> Quantity[10.12, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[46., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[22.7, "Percent"]|>, <|"OccupationTitle" -> "Merchandisers and window dressers", "UKSOC2010Code" -> 7125., "ProximityToOthers" -> 67., "ExposureToDisease" -> 0., "TotalInEmployment" -> 21000., "MedianHourlyPay" -> Quantity[9.58, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[84.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.2, "Percent"]|>, <|"OccupationTitle" -> "Sales related occupations n.e.c.", "UKSOC2010Code" -> 7129., "ProximityToOthers" -> 67., "ExposureToDisease" -> 0., "TotalInEmployment" -> 60000., "MedianHourlyPay" -> Quantity[10.07, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[46.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.9, "Percent"]|>, <|"OccupationTitle" -> "Sales supervisors", "UKSOC2010Code" -> 7130., "ProximityToOthers" -> 66., "ExposureToDisease" -> 10., "TotalInEmployment" -> 174000., "MedianHourlyPay" -> Quantity[10.13, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[50.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[11.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11., "Percent"]|>, <|"OccupationTitle" -> "Call and contact centre occupations", "UKSOC2010Code" -> 7211., "ProximityToOthers" -> 62., "ExposureToDisease" -> 37.7, "TotalInEmployment" -> 93000., "MedianHourlyPay" -> Quantity[9.37, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[58.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.6, "Percent"]|>, <|"OccupationTitle" -> "Telephonists", "UKSOC2010Code" -> 7213., "ProximityToOthers" -> 65.5, "ExposureToDisease" -> 21., "TotalInEmployment" -> 7000., "MedianHourlyPay" -> Quantity[9.3, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[61.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[30.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.4, "Percent"]|>, <|"OccupationTitle" -> "Communication operators", "UKSOC2010Code" -> 7214., "ProximityToOthers" -> 65.5, "ExposureToDisease" -> 21., "TotalInEmployment" -> 37000., "MedianHourlyPay" -> Quantity[13.88, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[57.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.2, "Percent"]|>, <|"OccupationTitle" -> "Market research interviewers", "UKSOC2010Code" -> 7215., "ProximityToOthers" -> 73., "ExposureToDisease" -> 23., "TotalInEmployment" -> 13000., "MedianHourlyPay" -> Quantity[9.98, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[71.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[41.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[8.3, "Percent"]|>, <|"OccupationTitle" -> "Customer service occupations n.e.c.", "UKSOC2010Code" -> 7219., "ProximityToOthers" -> 47.5, "ExposureToDisease" -> 17., "TotalInEmployment" -> 313000., "MedianHourlyPay" -> Quantity[9.99, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[66.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[13., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[15.5, "Percent"]|>, <|"OccupationTitle" -> "Customer service managers and supervisors", "UKSOC2010Code" -> 7220., "ProximityToOthers" -> 47., "ExposureToDisease" -> 9., "TotalInEmployment" -> 180000., "MedianHourlyPay" -> Quantity[13.87, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[53.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11., "Percent"]|>, <|"OccupationTitle" -> "Food, drink and tobacco process operatives", "UKSOC2010Code" -> 8111., "ProximityToOthers" -> 55.8, "ExposureToDisease" -> 8.2, "TotalInEmployment" -> 130000., "MedianHourlyPay" -> Quantity[9.31, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[39.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[14.7, "Percent"]|>, <|"OccupationTitle" -> "Glass and ceramics process operatives", "UKSOC2010Code" -> 8112., "ProximityToOthers" -> 53.3, "ExposureToDisease" -> 5.6, "TotalInEmployment" -> 3000., "MedianHourlyPay" -> Quantity[10.06, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[30.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Textile process operatives", "UKSOC2010Code" -> 8113., "ProximityToOthers" -> 64., "ExposureToDisease" -> 5., "TotalInEmployment" -> 10000., "MedianHourlyPay" -> Quantity[10.12, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[33.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[12., "Percent"]|>, <|"OccupationTitle" -> "Chemical and related process operatives", "UKSOC2010Code" -> 8114., "ProximityToOthers" -> 53.7, "ExposureToDisease" -> 5.2, "TotalInEmployment" -> 41000., "MedianHourlyPay" -> Quantity[13.41, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[22.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.6, "Percent"]|>, <|"OccupationTitle" -> "Rubber process operatives", "UKSOC2010Code" -> 8115., "ProximityToOthers" -> 55.3, "ExposureToDisease" -> 5.8, "TotalInEmployment" -> 7000., "MedianHourlyPay" -> Quantity[10.69, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[30.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Plastics process operatives", "UKSOC2010Code" -> 8116., "ProximityToOthers" -> 58.3, "ExposureToDisease" -> 3.6, "TotalInEmployment" -> 18000., "MedianHourlyPay" -> Quantity[10.25, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[24.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.5, "Percent"]|>, <|"OccupationTitle" -> "Metal making and treating process operatives", "UKSOC2010Code" -> 8117., "ProximityToOthers" -> 54.2, "ExposureToDisease" -> 5., "TotalInEmployment" -> 11000., "MedianHourlyPay" -> Quantity[12.34, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[9.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.9, "Percent"]|>, <|"OccupationTitle" -> "Electroplaters", "UKSOC2010Code" -> 8118., "ProximityToOthers" -> 55., "ExposureToDisease" -> 10.7, "TotalInEmployment" -> 5000., "MedianHourlyPay" -> Quantity[9.97, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[35.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Process operatives n.e.c.", "UKSOC2010Code" -> 8119., "ProximityToOthers" -> 52.5, "ExposureToDisease" -> 7.7, "TotalInEmployment" -> 11000., "MedianHourlyPay" -> Quantity[10.67, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[17.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[9.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Paper and wood machine operatives", "UKSOC2010Code" -> 8121., "ProximityToOthers" -> 51., "ExposureToDisease" -> 1., "TotalInEmployment" -> 25000., "MedianHourlyPay" -> Quantity[10.04, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[12.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[6.6, "Percent"]|>, <|"OccupationTitle" -> "Coal mine operatives", "UKSOC2010Code" -> 8122., "ProximityToOthers" -> 53.3, "ExposureToDisease" -> 8.3, "TotalInEmployment" -> 3000., "MedianHourlyPay" -> Quantity[10.51, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Quarry workers and related operatives", "UKSOC2010Code" -> 8123., "ProximityToOthers" -> 59.6, "ExposureToDisease" -> 7.3, "TotalInEmployment" -> 10000., "MedianHourlyPay" -> Quantity[10.77, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[14.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Energy plant operatives", "UKSOC2010Code" -> 8124., "ProximityToOthers" -> 61.9, "ExposureToDisease" -> 14.4, "TotalInEmployment" -> 7000., "MedianHourlyPay" -> Quantity[16.33, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Metal working machine operatives", "UKSOC2010Code" -> 8125., "ProximityToOthers" -> 53.6, "ExposureToDisease" -> 4.5, "TotalInEmployment" -> 58000., "MedianHourlyPay" -> Quantity[10.49, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[11.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.5, "Percent"]|>, <|"OccupationTitle" -> "Water and sewerage plant operatives", "UKSOC2010Code" -> 8126., "ProximityToOthers" -> 58.3, "ExposureToDisease" -> 11.5, "TotalInEmployment" -> 14000., "MedianHourlyPay" -> Quantity[14.02, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[10.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[23.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Printing machine assistants", "UKSOC2010Code" -> 8127., "ProximityToOthers" -> 42., "ExposureToDisease" -> 0., "TotalInEmployment" -> 9000., "MedianHourlyPay" -> Quantity[10.18, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[15.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Plant and machine operatives n.e.c.", "UKSOC2010Code" -> 8129., "ProximityToOthers" -> 54., "ExposureToDisease" -> 3.5, "TotalInEmployment" -> 20000., "MedianHourlyPay" -> Quantity[10.79, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[12.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.5, "Percent"]|>, <|"OccupationTitle" -> "Assemblers (electrical and electronic products)", "UKSOC2010Code" -> 8131., "ProximityToOthers" -> 53.4, "ExposureToDisease" -> 3., "TotalInEmployment" -> 26000., "MedianHourlyPay" -> Quantity[10.56, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[33.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.3, "Percent"]|>, <|"OccupationTitle" -> "Assemblers (vehicles and metal goods)", "UKSOC2010Code" -> 8132., "ProximityToOthers" -> 64.5, "ExposureToDisease" -> 4.5, "TotalInEmployment" -> 44000., "MedianHourlyPay" -> Quantity[14.09, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[17.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[11.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.5, "Percent"]|>, <|"OccupationTitle" -> "Routine inspectors and testers", "UKSOC2010Code" -> 8133., "ProximityToOthers" -> 65., "ExposureToDisease" -> 4., "TotalInEmployment" -> 73000., "MedianHourlyPay" -> Quantity[12.22, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[30.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.7, "Percent"]|>, <|"OccupationTitle" -> "Weighers, graders and sorters", "UKSOC2010Code" -> 8134., "ProximityToOthers" -> 65., "ExposureToDisease" -> 4., "TotalInEmployment" -> 17000., "MedianHourlyPay" -> Quantity[10.02, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[36.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[18.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[15., "Percent"]|>, <|"OccupationTitle" -> "Tyre, exhaust and windscreen fitters", "UKSOC2010Code" -> 8135., "ProximityToOthers" -> 55.7, "ExposureToDisease" -> 10., "TotalInEmployment" -> 17000., "MedianHourlyPay" -> Quantity[9.56, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[11.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.8, "Percent"]|>, <|"OccupationTitle" -> "Sewing machinists", "UKSOC2010Code" -> 8137., "ProximityToOthers" -> 62., "ExposureToDisease" -> 0., "TotalInEmployment" -> 33000., "MedianHourlyPay" -> Quantity[8.89, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[88.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[16.2, "Percent"]|>, <|"OccupationTitle" -> "Assemblers and routine operatives n.e.c.", "UKSOC2010Code" -> 8139., "ProximityToOthers" -> 66., "ExposureToDisease" -> 0., "TotalInEmployment" -> 43000., "MedianHourlyPay" -> Quantity[10.03, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[38., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[19., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.7, "Percent"]|>, <|"OccupationTitle" -> "Scaffolders, stagers and riggers", "UKSOC2010Code" -> 8141., "ProximityToOthers" -> 70.5, "ExposureToDisease" -> 7.5, "TotalInEmployment" -> 27000., "MedianHourlyPay" -> Quantity[14.7, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[9.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Road construction operatives", "UKSOC2010Code" -> 8142., "ProximityToOthers" -> 76.5, "ExposureToDisease" -> 20., "TotalInEmployment" -> 22000., "MedianHourlyPay" -> Quantity[12.39, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Rail construction and maintenance operatives", "UKSOC2010Code" -> 8143., "ProximityToOthers" -> 76.5, "ExposureToDisease" -> 20., "TotalInEmployment" -> 9000., "MedianHourlyPay" -> Quantity[13.53, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[15., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Construction operatives n.e.c.", "UKSOC2010Code" -> 8149., "ProximityToOthers" -> 68.5, "ExposureToDisease" -> 29.5, "TotalInEmployment" -> 109000., "MedianHourlyPay" -> Quantity[11.08, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[2.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[30.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.1, "Percent"]|>, <|"OccupationTitle" -> "Large goods vehicle drivers", "UKSOC2010Code" -> 8211., "ProximityToOthers" -> 54., "ExposureToDisease" -> 11.5, "TotalInEmployment" -> 304000., "MedianHourlyPay" -> Quantity[11.86, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[0.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[29.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[3.8, "Percent"]|>, <|"OccupationTitle" -> "Van drivers", "UKSOC2010Code" -> 8212., "ProximityToOthers" -> 75.8, "ExposureToDisease" -> 27.4, "TotalInEmployment" -> 283000., "MedianHourlyPay" -> Quantity[9.58, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[7.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[29.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.2, "Percent"]|>, <|"OccupationTitle" -> "Bus and coach drivers", "UKSOC2010Code" -> 8213., "ProximityToOthers" -> 73.8, "ExposureToDisease" -> 43.3, "TotalInEmployment" -> 118000., "MedianHourlyPay" -> Quantity[11.86, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[8.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[40.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[19.4, "Percent"]|>, <|"OccupationTitle" -> "Taxi and cab drivers and chauffeurs", "UKSOC2010Code" -> 8214., "ProximityToOthers" -> 75.8, "ExposureToDisease" -> 27.4, "TotalInEmployment" -> 231000., "MedianHourlyPay" -> Quantity[8.72, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[3.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[30.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[44.1, "Percent"]|>, <|"OccupationTitle" -> "Driving instructors", "UKSOC2010Code" -> 8215., "ProximityToOthers" -> 76., "ExposureToDisease" -> 8., "TotalInEmployment" -> 34000., "MedianHourlyPay" -> Quantity[12.93, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[32.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[40.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.6, "Percent"]|>, <|"OccupationTitle" -> "Crane drivers", "UKSOC2010Code" -> 8221., "ProximityToOthers" -> 56.8, "ExposureToDisease" -> 10., "TotalInEmployment" -> 14000., "MedianHourlyPay" -> Quantity[13.5, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Fork-lift truck drivers", "UKSOC2010Code" -> 8222., "ProximityToOthers" -> 50., "ExposureToDisease" -> 10., "TotalInEmployment" -> 93000., "MedianHourlyPay" -> Quantity[10.45, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[2.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.5, "Percent"]|>, <|"OccupationTitle" -> "Agricultural machinery drivers", "UKSOC2010Code" -> 8223., "ProximityToOthers" -> 26.5, "ExposureToDisease" -> 2., "TotalInEmployment" -> 5000., "MedianHourlyPay" -> Quantity[9.55, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Mobile machine drivers and operatives n.e.c.", "UKSOC2010Code" -> 8229., "ProximityToOthers" -> 50.4, "ExposureToDisease" -> 4.2, "TotalInEmployment" -> 49000., "MedianHourlyPay" -> Quantity[12.31, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[26.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.1, "Percent"]|>, <|"OccupationTitle" -> "Train and tram drivers", "UKSOC2010Code" -> 8231., "ProximityToOthers" -> 54.7, "ExposureToDisease" -> 15.3, "TotalInEmployment" -> 32000., "MedianHourlyPay" -> Quantity[30.13, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[11.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[17.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.1, "Percent"]|>, <|"OccupationTitle" -> "Marine and waterways transport operatives", "UKSOC2010Code" -> 8232., "ProximityToOthers" -> 74., "ExposureToDisease" -> 13.5, "TotalInEmployment" -> 5000., "MedianHourlyPay" -> Quantity[12.98, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Air transport operatives", "UKSOC2010Code" -> 8233., "ProximityToOthers" -> 63.4, "ExposureToDisease" -> 9., "TotalInEmployment" -> 16000., "MedianHourlyPay" -> Quantity[11.81, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[10.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[17.8, "Percent"]|>, <|"OccupationTitle" -> "Rail transport operatives", "UKSOC2010Code" -> 8234., "ProximityToOthers" -> 56.7, "ExposureToDisease" -> 15.3, "TotalInEmployment" -> 16000., "MedianHourlyPay" -> Quantity[17.61, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[5.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.8, "Percent"]|>, <|"OccupationTitle" -> "Other drivers and transport operatives n.e.c.", "UKSOC2010Code" -> 8239., "ProximityToOthers" -> 63.4, "ExposureToDisease" -> 9., "TotalInEmployment" -> 21000., "MedianHourlyPay" -> Quantity[12.21, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[12.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.4, "Percent"]|>, <|"OccupationTitle" -> "Farm workers", "UKSOC2010Code" -> 9111., "ProximityToOthers" -> 42.3, "ExposureToDisease" -> 13.3, "TotalInEmployment" -> 58000., "MedianHourlyPay" -> Quantity[9.21, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[29.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[29., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Forestry workers", "UKSOC2010Code" -> 9112., "ProximityToOthers" -> 53.4, "ExposureToDisease" -> 13.4, "TotalInEmployment" -> 6000., "MedianHourlyPay" -> Quantity[11.66, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[7.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[37.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Fishing and other elementary agriculture occupations n.e.c.", "UKSOC2010Code" -> 9119., "ProximityToOthers" -> 46.3, "ExposureToDisease" -> 3.7, "TotalInEmployment" -> 21000., "MedianHourlyPay" -> Quantity[8.88, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[27.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[27.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Missing["NotAvailable"]|>, <|"OccupationTitle" -> "Elementary construction occupations", "UKSOC2010Code" -> 9120., "ProximityToOthers" -> 67.6, "ExposureToDisease" -> 13.7, "TotalInEmployment" -> 158000., "MedianHourlyPay" -> Quantity[10., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[2.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[15.8, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.2, "Percent"]|>, <|"OccupationTitle" -> "Industrial cleaning process occupations", "UKSOC2010Code" -> 9132., "ProximityToOthers" -> 57., "ExposureToDisease" -> 2., "TotalInEmployment" -> 29000., "MedianHourlyPay" -> Quantity[8.52, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[22.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[21.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[12.8, "Percent"]|>, <|"OccupationTitle" -> "Packers, bottlers, canners and fillers", "UKSOC2010Code" -> 9134., "ProximityToOthers" -> 70., "ExposureToDisease" -> 5., "TotalInEmployment" -> 131000., "MedianHourlyPay" -> Quantity[9.03, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[49.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[16.3, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[18.4, "Percent"]|>, <|"OccupationTitle" -> "Elementary process plant occupations n.e.c.", "UKSOC2010Code" -> 9139., "ProximityToOthers" -> 57., "ExposureToDisease" -> 2., "TotalInEmployment" -> 95000., "MedianHourlyPay" -> Quantity[9.88, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[19., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7.9, "Percent"]|>, <|"OccupationTitle" -> "Postal workers, mail sorters, messengers and couriers", "UKSOC2010Code" -> 9211., "ProximityToOthers" -> 64., "ExposureToDisease" -> 20.8, "TotalInEmployment" -> 160000., "MedianHourlyPay" -> Quantity[12.45, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[20.8, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[18., "Percent"]|>, <|"OccupationTitle" -> "Elementary administration occupations n.e.c.", "UKSOC2010Code" -> 9219., "ProximityToOthers" -> 61.5, "ExposureToDisease" -> 41.5, "TotalInEmployment" -> 32000., "MedianHourlyPay" -> Quantity[8.75, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[50.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[31.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[10.5, "Percent"]|>, <|"OccupationTitle" -> "Window cleaners", "UKSOC2010Code" -> 9231., "ProximityToOthers" -> 48., "ExposureToDisease" -> 47., "TotalInEmployment" -> 28000., "MedianHourlyPay" -> Quantity[9.64, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[3.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[22.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[5.1, "Percent"]|>, <|"OccupationTitle" -> "Cleaners and domestics", "UKSOC2010Code" -> 9233., "ProximityToOthers" -> 48.3, "ExposureToDisease" -> 38.3, "TotalInEmployment" -> 585000., "MedianHourlyPay" -> Quantity[8.65, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[82., "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[29.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.9, "Percent"]|>, <|"OccupationTitle" -> "Launderers, dry cleaners and pressers", "UKSOC2010Code" -> 9234., "ProximityToOthers" -> 35., "ExposureToDisease" -> 4., "TotalInEmployment" -> 27000., "MedianHourlyPay" -> Quantity[8.25, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[67.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[36.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[15., "Percent"]|>, <|"OccupationTitle" -> "Refuse and salvage occupations", "UKSOC2010Code" -> 9235., "ProximityToOthers" -> 48.5, "ExposureToDisease" -> 39.5, "TotalInEmployment" -> 37000., "MedianHourlyPay" -> Quantity[9.96, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[3.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[2.6, "Percent"]|>, <|"OccupationTitle" -> "Vehicle valeters and cleaners", "UKSOC2010Code" -> 9236., "ProximityToOthers" -> 55., "ExposureToDisease" -> 16., "TotalInEmployment" -> 30000., "MedianHourlyPay" -> Quantity[8.48, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[8.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[8.6, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.9, "Percent"]|>, <|"OccupationTitle" -> "Elementary cleaning occupations n.e.c.", "UKSOC2010Code" -> 9239., "ProximityToOthers" -> 48.3, "ExposureToDisease" -> 38.3, "TotalInEmployment" -> 7000., "MedianHourlyPay" -> Quantity[9.25, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[27.1, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[50.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.1, "Percent"]|>, <|"OccupationTitle" -> "Security guards and related occupations", "UKSOC2010Code" -> 9241., "ProximityToOthers" -> 77.3, "ExposureToDisease" -> 33., "TotalInEmployment" -> 190000., "MedianHourlyPay" -> Quantity[9.89, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[15.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[27.1, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[31.8, "Percent"]|>, <|"OccupationTitle" -> "Parking and civil enforcement occupations", "UKSOC2010Code" -> 9242., "ProximityToOthers" -> 68., "ExposureToDisease" -> 14.2, "TotalInEmployment" -> 14000., "MedianHourlyPay" -> Quantity[10.13, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[22.7, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[25.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13.7, "Percent"]|>, <|"OccupationTitle" -> "School midday and crossing patrol occupations", "UKSOC2010Code" -> 9244., "ProximityToOthers" -> 68., "ExposureToDisease" -> 14.2, "TotalInEmployment" -> 92000., "MedianHourlyPay" -> Quantity[9.23, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Missing["NotAvailable"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[32., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[13., "Percent"]|>, <|"OccupationTitle" -> "Elementary security occupations n.e.c.", "UKSOC2010Code" -> 9249., "ProximityToOthers" -> 68., "ExposureToDisease" -> 14.2, "TotalInEmployment" -> 23000., "MedianHourlyPay" -> Quantity[10., "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[30.9, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[28.9, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.3, "Percent"]|>, <|"OccupationTitle" -> "Shelf fillers", "UKSOC2010Code" -> 9251., "ProximityToOthers" -> 69., "ExposureToDisease" -> 13.3, "TotalInEmployment" -> 80000., "MedianHourlyPay" -> Quantity[8.87, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[45.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[9.6, "Percent"]|>, <|"OccupationTitle" -> "Elementary sales occupations n.e.c.", "UKSOC2010Code" -> 9259., "ProximityToOthers" -> 67., "ExposureToDisease" -> 7., "TotalInEmployment" -> 28000., "MedianHourlyPay" -> Quantity[9.13, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[51.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24., "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[7., "Percent"]|>, <|"OccupationTitle" -> "Elementary storage occupations", "UKSOC2010Code" -> 9260., "ProximityToOthers" -> 63.4, "ExposureToDisease" 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"PercentageOfTheWorkforceThatAreFemale" -> Quantity[65.2, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[12.4, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[15., "Percent"]|>, <|"OccupationTitle" -> "Waiters and waitresses", "UKSOC2010Code" -> 9273., "ProximityToOthers" -> 75., "ExposureToDisease" -> 27.5, "TotalInEmployment" -> 268000., "MedianHourlyPay" -> Quantity[8.21, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[73.6, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[4.2, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[15.2, "Percent"]|>, <|"OccupationTitle" -> "Bar staff", "UKSOC2010Code" -> 9274., "ProximityToOthers" -> 79., "ExposureToDisease" -> 4., "TotalInEmployment" -> 204000., "MedianHourlyPay" -> Quantity[8.22, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[49.5, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[5.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4.9, "Percent"]|>, <|"OccupationTitle" -> "Leisure and theme park attendants", "UKSOC2010Code" -> 9275., "ProximityToOthers" -> 68., "ExposureToDisease" -> 14.2, "TotalInEmployment" -> 35000., "MedianHourlyPay" -> Quantity[8.51, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[49.3, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[20.5, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[11.8, "Percent"]|>, <|"OccupationTitle" -> "Other elementary services occupations n.e.c.", "UKSOC2010Code" -> 9279., "ProximityToOthers" -> 64.8, "ExposureToDisease" -> 27.9, "TotalInEmployment" -> 26000., "MedianHourlyPay" -> Quantity[8.59, "BritishPounds"], "PercentageOfTheWorkforceThatAreFemale" -> Quantity[39.4, "Percent"], "PercentageOfTheWorkforceThatAreAged55AndOlder" -> Quantity[24.7, "Percent"], "PercentageOfTheWorkforceThatAreBAME" -> Quantity[4., "Percent"]|>}, 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