ddi-zaf-datafirst-survey-year-v zaf-df-pases-1995-2024-v1 DataFirst 2025-11-21 NADA Version 1 Post-Apartheid Socio-Economic Series 1995-2024 PASES 1995-2024 zaf-df-pases-1995-2024--v1 Andrew Kerr Amy Thornton Martin Wittenberg MetadataEditor DataFirst Helpdesk Household Survey v.1: Edited, anonymised data for public distribution South Africa The data is nationally representative. The lowest level of geographic aggregation of the data is Province Sample survey data Other Manager, DataFirst pasesv1 2448050 104 pasesv1_extraincome 2448050 16 household identifier 2448050 person number in household 2448050 1 46 3.217 2.309 survey year 2448050 1995 2024 2008.462 8.36 enumeration area 2448050 stratum 2447864 186 1 947405 163033.721 274598.681 quarter of the year in which interview occurred 823066 1624984 1 4 1 1. quarter 1 2 2. quarter 2 3 3. quarter 3 4 4. quarter 4 Sysmiss statssa person weight 2448046 4 0.0743 16663.472 589.169 506.154 statssa household weight 2447620 430 0.0545 36719.445 555.236 479.488 datafirst cross-entropy weight v4.3; 1995-2011 1533080 914970 139526.406 455.92 505.773 approximate month of interview derived from statssa metadata 2448050 2 11 2 2. february 5 5. may 7 7. july 8 8. august 10 10. october 11 11. november question respondent: self or proxy (1999-2007) 558997 1889053 1 2 1 1. the person himself/herself 2 2. a proxy Sysmiss question respondent: person number (2009 onwards with some exceptions) 904055 1543995 1 38 1 1. 1 2 2. 2 3 3. 3 4 4. 4 5 5. 5 6 6. 6 7 7. 7 8 8. 8 9 9. 9 10 10. 10 11 11. 11 12 12. 12 13 14 15 16 17 18 19 20 21 22 23 24 25 27 28 30 31 32 33 34 35 36 38 99 99. unspecified Sysmiss gender 2448005 45 1 2 1 1. male 2 2. female Sysmiss age 2447865 185 130 27.967 20.211 population group 2447785 265 1 4 1 1. african/black 2 2. coloured 3 3. indian/asian 4 4. white Sysmiss relationship to household head 2444392 3658 1 9 1 1. head/acting head 2 2. husband/wife/partner 3 3. son/daughter/stepchild/adopted child 4 4. brother/sister/stepbrother/stepsister 5 5. father/mother/stepfather/stepmother 6 6. grandparent/great grandparent 7 7. grandchild/great grandchild 8 8. other relative (e.g. in-laws or aunt/uncle) 9 9. non-related persons Sysmiss father alive 2333865 114185 1 3 1 1. yes 2 2. no 3 3. don't know Sysmiss mother alive 2334550 113500 1 3 1 1. yes 2 2. no 3 3. don't know Sysmiss father's personnum if co-residing 424503 2023547 1 32 1.181 0.685 mother's personnum if co-residing 899720 1548330 1 32 1.881 1.027 marital status with cohabiting; note 2002-4 omit cohabiting 2445696 2354 1 5 1 1. married 2 2. living together 3 3. divorced or separated 4 4. widowed 5 5. never married Sysmiss spouse's personnum if co-residing, 1995-2019 excl. 1999 512542 1935508 1 45 1.629 0.824 spouse co-residing, only from 2002 1012598 1435452 2 1 1. yes 2 2. no 8 8. not applicable 9 9. unspecified Sysmiss father co-resident 2028008 420042 1 8 1 1. yes 2 2. no 8 8. not applicable 9 9. unspecified Sysmiss mother co-resident 2056958 391092 1 8 1 1. yes 2 2. no 8 8. not applicable 9 9. unspecified Sysmiss household size (derived) 2448050 1 46 5.429 2.977 province 2448004 46 1 9 1 1. western cape 2 2. eastern cape 3 3. northern cape 4 4. free state 5 5. kwazulu/natal 6 6. north-west 7 7. gauteng 8 8. mpumalanga 9 9. northern province Sysmiss metropolitan location 1915420 532630 1 0. non-metro 1 1. metro Sysmiss urban location of hh 2374887 73163 1 0. rural 1 1. urban Sysmiss years of education (derived) 2422206 25844 17 6.61 4.728 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 Sysmiss highest edu level: ohs 1995 130787 2317263 15 0. no schooling 1 1. sub a/sub b grade 1/grade 2/std 1 2 2. std 2 3 3. std 3 4 4. std 4 5 5. std 5 6 6. std 6 7 7. std 7 8 8. std 8/ntc i 9 9. std 9/ntc ii 10 10. std 10/ntc iii 11 11. diploma/certificate with std 9 or lower 12 12. diploma/certificate with std 10 13 13. degree 14 14. other 15 15. unspecified Sysmiss highest edu level: ohs 1996 72889 2375161 99 0. no schooling 1 1. sub a/ grade 1 2 2. sub b/grade 2 3 3. std 1 4 4. std 2 5 5. std 3 6 6. std 4 7 7. std 5 8 8. std 6/form 1 9 9. std 7/form 2 10 10. std 8/form 3 11 11. std 9/form 4 12 12. std 10/form 5 13 13. ntc i 14 14. ntc ii 15 15. ntc iii 16 16. diploma/certificate with std 9 or lower 17 17. diploma/certificate with std 10 18 18. degree 19 19. other 99 Sysmiss highest edu level: ohs 1997-8 221881 2226169 99 0. none 1 1. grade 0 2 2. grade 1 3 3. grade 2 4 4. grade 3, std 1 5 5. grade 4, std 2 6 6. grade 5, std 3 7 7. grade 6, std 4 8 8. grade 7, std 5 9 9. grade 8, std 6 10 10. grade 9, std 7 11 11. grade 10, std 8 12 12. grade 11, std 9 13 13. grade 12, std 10/ntc iii 99 99. unspecified Sysmiss highest edu level: ohs 1999 106507 2341543 22 0. no schooling 1 1. grade 0 2 2. sub a/grade 1 3 3. sub b/grade 2 4 4. grade 3/standard 1 5 5. grade 4/standard 2 6 6. grade 5/standard 3 7 7. grade 6/standard 4 8 8. grade 7/standard 5 9 9. grade 8/standard 6/form 1 10 10. grade 9/standard 7/form 2 11 11. grade 10/standard 8/form 3 12 12. grade 11/standard 9/form 4 13 13. grade 12/standard 10/form 5/matric 14 14. ntc i 15 15. ntc ii 16 16. ntc iii 17 17. diploma/certificate with less than grade 12/std 10 18 18. diploma/certificate with grade 12/std 10 19 19. degree 20 20. postgraduate degree or diploma 21 21. other 22 22. don't know Sysmiss highest edu level: ghs 2002-3 201704 2246346 99 0. no schooling 1 1. grade r/0 2 2. sub a/grade 1 3 3. sub b/grade 2 4 4. grade 3/standard 1 5 5. grade 4/standard 2 6 6. grade 5/standard 3 7 7. grade 6/standard 4 8 8. grade 7/standard 5 9 9. grade 8/standard 6/form 1 10 10. grade 9/standard 7/form 2 11 11. grade 10/standard 8/form 3 12 12. grade 11/standard 9/form 4 13 13. grade 12/standard 10/form 5/matric 14 14. ntc l 15 15. ntc ii 16 16. ntc iii 17 17. diploma/certificate with less than grade 12/std 10 18 18. diploma/certificate with grade 12/std 10 19 19. degree 20 20. postgraduate degree or diploma 21 21. other 22 22. don't know 99 99. unspecified Sysmiss highest edu level: ghs 2004-8 515251 1932799 99 0. no schooling 1 1. grade r/0 2 2. grade 1 / sub a 3 3. grade 2 / sub b 4 4. grade 3 / standard 1 5 5. grade 4 / standard 2 6 6. grade 5 / standard 3 7 7. grade 6 / standard 4 8 8. grade 7 / standard 5 9 9. grade 8 / standard 6 / form 1 10 10. grade 9 / standard 7 / form 2 11 11. grade 10 / standard 8 / form 3 12 12. grade 11 / standard 9 / form 4 13 13. grade 12 / standard 10 / form 5 / matric 14 14. ntc l 15 15. ntc ii 16 16. ntc iii 17 17. certificate with less than grade 12 / std 10 18 18. diploma with less than grade 12 / std 10 19 19. certificate with grade 12 / std 10 20 20. diploma with grade 12 / std 10 21 21. bachelors degree 22 22. bachelors degree and diploma 23 23. honors degree 24 24. higher degree ( masters, doctorate) 25 25. other 26 26. don't know 99 99. unspecified Sysmiss highest edu level: ghs 2009-16 708733 1739317 99 0. grade r/0 1 1. grade 1/ sub a/class 1 2 2. grade 2 / sub b/class 2 3 3. grade 3/standard 1/ abet 1(kha ri gude, sanli) 4 4. grade 4/ standard 2 5 5. grade 5/ standard 3/ abet 2 6 6. grade 6/standard 4 7 7. grade 7/standard 5/ abet 3 8 8. grade 8/standard 6/form 1 9 9. grade 9/standard 7/form 2/ abet 4 10 10. grade 10/ standard 8/ form 3 11 11. grade 11/ standard 9/ form 4 12 12. grade 12/standard 10/form 5/matric (no exemption 13 13. grade 12/standard 10/form 5/matric (exemption *) 14 14. ntc 1/ n1/nc (v) level 2 15 15. ntc 2/ n2/ nc (v) level 3 16 16. ntc 3/ n3/nc (v)/level 4 17 17. n4/ntc 4 18 18. n5/ntc 5 19 19. n6/ntc 6 20 20. certificate with less than grade 12/std 10 21 21. diploma with less than grade 12/std 10 22 22. certificate with grade 12/std 10 23 23. diploma with grade 12/std 10 24 24. higher diploma (technikon/university of technology) 25 25. post higher diploma (technikon/university of technology 26 26. bachelors degree 27 27. bachelors degree and post-graduate diploma 28 28. honours degree 29 29. higher degree (masters, doctorate) 30 30. other 31 31. do not know 98 98. no schooling 99 99. unspecified Sysmiss highest edu level: ghs 2017-18 143428 2304622 99 0. grade r/0 1 1. grade 1/sub a/class 1 2 2. grade 2/sub b/class 2 3 3. grade 3/standard 1/aet 1 (kha ri gude, sanli) 4 4. grade 4/standard 2 5 5. grade 5/standard 3/aet 2 6 6. grade 6/standard 4 7 7. grade 7/standard 5/aet 3 8 8. grade 8/standard 6/form 1 9 9. grade 9/standard 7/form 2/aet 4 10 10. grade 10/standard 8/form 3 11 11. grade 11/standard 9/form 4 12 12. grade 12/standard 10/form 5/matric (no exemption) 13 13. grade 12/standard 10/form 5/matric (exemption *) 14 14. ntc 1 n1/nc (v) level 2 15 15. ntc 2/n2/nc (v) level 3 16 16. ntc 3/n3/nc (v)/level 4 17 17. n4/ntc 4 18 18. n5/ntc 5 19 19. n6/ntc 6 20 20. certificate with less than grade 12/std 10 21 21. diploma with less than grade 12/std 10 22 22. certificate with grade 12/std 10 23 23. diploma with grade 12/std 10 24 24. higher diploma (technikon/university of technology) 25 25. post higher diploma (technikon/university of technology 26 26. bachelor's degree 27 27. bachelor's degree and post-graduate diploma 28 28. honours degree 29 29. higher degree (masters, doctorate) 30 30. other 31 31. do not know 98 98. no schooling 99 99. unspecified Sysmiss highest edu level: ghs 2019-24 346379 2101671 99 0. grade r/0 1 1. grade 1/sub a/class 1 2 2. grade 2/sub b/class 2 3 3. grade 3/standard 1/abet/aet 1 4 4. grade 4/standard 2 5 5. grade 5/standard 3/abet/aet 2 6 6. grade 6/standard 4 7 7. grade 7/standard 5/abet/aet 3 8 8. grade 8/standard 6/form 1 9 9. grade 9/standard 7/form 2/abet/aet 4/ncv level 1/occupati 10 10. grade 10/standard 8/form 3/ncv level 2/occupational cert 11 11. grade 11/standard 9/form 4/ncv level 3/occupational cert 12 12. grade 12/standard 10/form 5/national senior certificate/ 13 13. ntc l/n1/nqf 1 14 14. ntc ll/n2/nqf 2 15 15. ntc lll/n3/nqf 3 16 16. n4/ntc 4/occupational certificate 17 17. n5/ntc 5/occupational certificate 18 18. n6/ntc 6/occupational certificate 19 19. certificate with less than grade 12/standard 10 20 20. diploma with less than grade 12/standard 10 21 21. higher/national/advance certificate with grade 12/std 10 22 22. diploma with grade 12/standard 10/occupational certifica 23 23. higher diploma/occupational certificate (b-tech diploma) 24 24. bachelor 25 25. honours degree/postgraduate diploma/occupational certifi 26 26. post higher diploma (m-tech and master's degree) 27 27. doctoral degrees (d-tech and phd) 28 28. other 29 29. do not know 98 98. no schooling 99 99. unspecified Sysmiss household income monthly rand amount: total 913641 1534409 1569500 8350.496 16901.375 real household income monthly rand amount: total (dec 2023 rands) 913641 1534409 1657458.625 11848.156 22960.131 household income source: remittances 2448050 1 0.171 0.376 1 household income source: private pensions 2448050 1 0.0388 0.193 1 household income source: grants, excl social relief grant 2448050 60 1.547 2.273 household income source: earnings 2448050 1 0.657 0.475 1 main household income source 2002-2008 714490 1733560 1 6 1 1. salaries and/or wages 2 2. remittances 3 3. pensions and grants 4 4. sales of farm products 5 5. other non-farm income 6 6. no income Sysmiss main household income source 2009 onwards 1159633 1288417 1 8 1 1. salaries/wages/commission 2 2. income from a business 3 3. remittances 4 4. pensions 5 5. grants 6 6. sales of farming products and services 7 7. other income eg rental 8 8. no income Sysmiss social grants: total individual social grant rand income 2448050 7540 156.45 364.679 hh income component: household grant income with zeroes imputed, monthly real 2221168 226882 89909.367 1656.865 2678.45 hh income component: household remittance income with zeroes imputed, monthly re 1420708 1027342 123966.945 320.617 1360.729 hh income component: household pension income with zeroes imputed, monthly real 1326405 1121645 216748.766 293.768 2472.207 hh income component: household earnings income with zeroes imputed, monthly real 1988804 459246 1712997.75 8343.869 20618.486 social grants: old age pension receipt 2240630 207420 1 0. no 1 1. yes Sysmiss social grants: disability grant receipt 2237890 210160 1 0. no 1 1. yes Sysmiss social grants: child support grant receipt 2240119 207931 1 0. no 1 1. yes Sysmiss social grants: care dependency receipt 2240457 207593 1 0. no 1 1. yes Sysmiss social grants: foster care grants receipt 2240253 207797 1 0. no 1 1. yes Sysmiss social grants: grant in aid receipt 1842118 605932 1 0. no 1 1. yes Sysmiss social grants: social relief grant receipt 1633423 814627 1 0. no 1 1. yes Sysmiss social grants: war vet. grant receipt 920484 1527566 1 0. no 1 1. yes Sysmiss social grants: covid-19 social relief of distress grant receipt 277393 2170657 1 0. no 1 1. yes Sysmiss social grants: csg top up for orphans receipt 141614 2306436 1 0. no 1 1. yes Sysmiss social grants: old age pension rand income 175115 2272935 470 2110 1094.128 484.404 social grants: disability grant rand income 53009 2395041 470 2090 1054.285 413.894 social grants: foster care grants rand income 12240 2435810 340 1130 757.878 155.162 social grants: war vet. grant rand income 629 2447421 1010 1880 1045.978 117.702 social grants: child support grant rand income 372371 2075679 100 510 307.401 105.697 social grants: grant in aid rand income 1544 2446506 130 510 210.11 74.011 social grants: care dependency rand income 3459 2444591 470 2090 1066.618 429.687 social grants: csg top up for orphans rand income 1322 2446728 240 250 244.365 4.961 240 250 Sysmiss social grants: covid-19 srd rand income 19357 2428693 350 350 350 350 Sysmiss labour market status: narrow (derived) 1593050 855000 2 0. nea 1 1. employed 2 2. unemployed Sysmiss labour market status: broad (derived) 1563528 884522 2 0. nea 1 1. employed 2 2. unemployed Sysmiss employment: own business 1244835 1203215 1 2 1 1. yes 2 2. no 9 9. unspecified Sysmiss employment: paid work 1322767 1125283 1 2 1 1. yes 2 2. no 9 9. unspecified Sysmiss employment: domestic work 02-08 412511 2035539 1 2 1 1. yes 2 2. no 9 9. unspecified Sysmiss employment: unpaid work 1243472 1204578 1 2 1 1. yes 2 2. no 9 9. unspecified Sysmiss employment: farm work 02-08 412510 2035540 1 2 1 1. yes 2 2. no 9 9. unspecified Sysmiss employment: construction/major repair work 02-08 412511 2035539 1 2 1 1. yes 2 2. no 9 9. unspecified Sysmiss employment: catching fish, other animals 02-08 412511 2035539 1 2 1 1. yes 2 2. no 9 9. unspecified Sysmiss employment: have work to return to 832841 1615209 1 2 1 1. yes 2 2. no 8 8. not applicable 9 9. unspecified Sysmiss employment: accept job 613788 1834262 1 2 1 1. yes 2 2. no 3 3. don't know 8 8. not applicable 9 9. unspecified Sysmiss employment: looking for work 559792 1888258 1 2 1 1. yes 2 2. no 8 8. not applicable 9 9. unspecified Sysmiss statssa official employment status (narrow) 1186471 1261579 9 0. not economically active (1999-2008) 1 1. employed 2 2. unemployed 3 3. not economically active (2014-2018) 8 8. not applicable (2014-2018) 9 9. unspecified (2014-2018) Sysmiss statssa expanded employment status (broad) 1186471 1261579 9 0. not economically active (1999-2008) 1 1. employed 2 2. unemployed 3 3. not economically active (2014-2018) 8 8. not applicable (2014-2018) 9 9. unspecified (2014-2018) Sysmiss employment: formal sector status 1034642 1413408 1 9 1 1. in the formal sector (registered to perform activity) 2 2. in the informal sector (not registered to perform activit 3 3. do not know 8 8. not applicable 9 9. unspecified Sysmiss earnings: salary period 1688058 759992 1 9 1 1. per week 2 2. per month 3 3. annually 8 8. not applicable 9 9. unspecified Sysmiss earnings: nominal monthly earnings with bracket midpoints 508320 1939730 4299999744 66924.839 9458749.461 earnings: real earnings with bracket midpoints in december 2023 rands 508320 1939730 8049419264 117192.094 16782358.682 earnings: real earnings outlier flag; zeroes flagged as outliers 66674 2381376 1 1 1. outlier Sysmiss pregnant in past 12 months 431786 2016264 1 3 1 1. yes 2 2. no 3 3. do not know 8 8. not applicable 9 9. unspecified Sysmiss current status of pregnancy 24439 2423611 1 5 1 1. currently still pregnant 2 2. the child has been born 3 3. the child died during childbirth 4 4. ended before the child was born (miscarriage/ child died 5 5. ended before the child was born (termination of pregnancy 8 8. not applicable 9 9. unspecified Sysmiss transport: the household owns a car 1622439 825611 1 2 1 1. yes 2 2. no 9 9. unspecified Sysmiss transport: usual means of transport to get to place of work 300780 2147270 1 9 1 1. office is at home 2 2. walking 3 3. bicycle/motorcycle 4 4. minibus taxi/sedan taxi/bakkie taxi 5 5. bus 6 6. train 7 7. lift club by a group of people sharing a private vehicle 8 8. own car / other private vehicle/company vehicle 9 9. other 88 88. not applicable 99 99. unspecified Sysmiss transport: time it takes to get to place of work in minutes 263623 2184427 1 6 1 1. less than 15 minutes 2 2. 15-30 minutes 3 3. 31-60 minutes 4 4. 61-90 minutes 5 5. more than 90 minutes 6 6. do not know 8 8. not applicable 9 9. unspecified Sysmiss transport: total number bus trips taken by households in last week 868040 1580010 190 0. 0 1 1. 1 2 2. 2 3 3. 3 4 4. 4 5 5. 5 6 6. 6 7 7. 7 8 8. 8 9 9. 9 10 10. 10 11 11. 11 12 12. 12 13 14 14. 14 15 15. 15 16 16. 16 17 17. 17 18 18. 18 19 20 20. 20 21 21. 21 22 22. 22 23 24 24. 24 25 25. 25 26 26. 26 27 28 28. 28 29 29. 29 30 30. 30 31 31. 31 32 32. 32 33 34 34. 34 35 36 37 40 40. 40 41 42 42. 42 44 44. 44 45 46 48 50 50. 50 52 55 56 57 60 60. 60 61 61. 61 62 62. 62 64 64. 64 65 66 67 68 70 70. 70 71 71. 71 78 79 80 80. 80 82 84 88 90 93 95 95. 95 96 96. 96 98 100 100. 100 110 120 124 124. 124 150 186 186. 186 190 190. 190 999 999. unspecified Sysmiss transport: how much spent on bus trips by household in last week 87353 2360697 8882 0.232558146119118 1 1. 1 1.16279065608978 1.39534878730774 1.86046516895294 2 2.0930233001709 2.32558131217957 2.55813956260681 2.79069757461548 3 3.25581383705139 3.48837208747864 3.72093033790588 4 4.1860466003418 4.65116262435913 4.88372087478638 5 5. 5 5.11627912521362 5.34883737564087 5.58139514923096 5.8139533996582 6 6. 6 6.04651165008545 6.2790699005127 6.51162767410278 6.74418592453003 6.97674417495728 7 7.44186067581177 7.9069766998291 8 8. 8 8.13953495025635 8.37209320068359 8.83720970153809 9 9. 9 9.30232524871826 9.76744174957275 10 10. 10 10.2325582504272 10.4651165008545 10.6976747512817 10.930233001709 11 11. 11 11.1627902984619 11.6279067993164 12 12. 12 12.0930233001709 12.3255815505981 12.5581398010254 13 13.0232553482056 13.9534883499146 14 14. 14 14.1860466003418 14.8837213516235 15 15. 15 15.1162786483765 15.581395149231 16 16. 16 16.2790699005127 16.5116271972656 16.7441864013672 17 17.2093029022217 17.4418601989746 17.6744194030762 18 18. 18 18.139533996582 18.6046504974365 19 19.5348834991455 20 20. 20 20.4651165008545 20.930233001709 21 21. 21 21.3953495025635 22 22. 22 23 23. 23 23.2558135986328 23.7209300994873 24 24. 24 24.1860466003418 24.4186038970947 25 25. 25 25.1162796020508 25.5813961029053 26 26. 26 26.0465106964111 26.5116271972656 27 27. 27 27.9069766998291 28 28. 28 29 29. 29 29.069766998291 29.7674427032471 30 30. 30 30.2325572967529 30.6976737976074 31 31.1627902984619 31.3953495025635 31.6279067993164 32 32. 32 32.0930213928223 32.5581398010254 33 33.0232543945312 33.4883728027344 33.7209320068359 34 34. 34 34.4186058044434 34.8837203979492 35 35. 35 36 36. 36 36.0465126037598 36.2790679931641 36.5116271972656 37 37.209300994873 38 38. 38 38.3720932006836 39 39.069766998291 39.5348854064941 40 40. 40 40.6976737976074 41 41.860466003418 42 42. 42 43 43. 43 44 44. 44 44.1860466003418 44.6511611938477 45 45. 45 45.3488388061523 45.5813941955566 46 46. 46 46.5116271972656 46.9767456054688 47 47. 47 47.4418601989746 48 48. 48 48.3720932006836 48.8372077941894 49 49.3023262023926 50 50. 50 50.2325592041016 50.6976737976074 50.930233001709 51 51.1627922058106 51.3953475952148 52 52. 52 52.0930213928223 52.3255805969238 53 53. 53 53.4883728027344 53.9534873962402 54 54. 54 54.4186058044434 54.6511611938477 55 55.8139533996582 56 56. 56 56.2790679931641 56.7441864013672 56.9767456054688 57 57.6744194030762 58 58.139533996582 58.6046524047852 59 59.069766998291 59.5348854064941 60 60. 60 60.4651145935059 61 61. 61 61.3953475952148 62 62.3255805969238 62.5581398010254 62.790699005127 63 63.2558135986328 63.9534873962402 64 64. 64 64.1860427856445 64.6511611938476 64.8837203979492 65 65. 65 65.1162796020508 66 66.0465087890625 66.2790679931641 66.5116271972656 66.9767456054688 67 67. 67 67.4418640136719 67.9069747924805 68 68.6046524047852 69 69.0697708129883 69.7674407958984 70 70. 70 70.2325592041016 70.9302291870117 71 71. 71 72 72. 72 72.0930252075195 72.5581359863281 73 73.4883728027344 74 74. 74 74.4186019897461 75 75. 75 75.5813980102539 76 76. 76 76.2790679931641 76.7441864013672 77 78 78. 78 79 79.0697708129883 79.5348815917969 79.7674407958984 80 80. 80 80.2325592041016 80.9302291870117 81 81.3953475952148 81.860466003418 82 82.5581359863281 82.7906951904297 83 83.7209320068359 84 84. 84 85 85.5813980102539 86 86. 86 86.0465087890625 86.2790679931641 86.5116271972656 87 87.2093048095703 87.4418640136719 87.6744155883789 87.9069747924805 88 88. 88 88.139533996582 88.3720932006836 89 89.5348815917969 90 90. 90 90.6976776123047 91 91.860466003418 92 92. 92 92.0930252075195 92.5581359863281 93 93.0232543945312 94 95 95.3488388061524 96 96.7441864013672 97 97.2093048095703 97.6744155883789 98 99 99.0697708129883 99.5348815917969 100 100. 100 100.465118408203 101 102 102. 102 102.325584411621 103 104 104. 104 104.651161193848 105 105. 105 106 106.279067993164 106.976745605469 107 107.674415588379 107.90697479248 108 108. 108 108.372093200684 108.837211608887 109 109.302322387695 110 110. 110 111 111.627906799316 112 112. 112 112.558135986328 113 113.953491210938 114 114. 114 115 116 116.279067993164 117 117.20930480957 118 118.604652404785 119 119.069770812988 120 120. 120 120.930229187012 121 122 123 123.255813598633 124 124.651161193848 124.883720397949 125 125. 125 125.581398010254 126 127 127.441864013672 127.90697479248 128 128. 128 129 130 130. 130 130.232559204102 131 131.162796020508 131.627914428711 132 132. 132 132.558135986328 133 133.953491210938 134 134. 134 134.883728027344 135 135. 135 136 136. 136 137 137.674423217773 138 138. 138 138.139541625977 139 139.534881591797 140 140. 140 141 142 142. 142 143 143.255813598633 144 144. 144 144.186050415039 145 145. 145 145.116271972656 146 146.511627197266 147 148 148. 148 148.837203979492 149 150 150. 150 150.697677612305 151 151.162796020508 151.395355224609 151.627914428711 152 153 153.488372802734 154 154.651168823242 155 155. 155 155.813949584961 156 156. 156 157 157. 157 158 158.139541625977 159 159.534881591797 160 160. 160 160.465118408203 161 162 162.79069519043 163 164 164.651168823242 165 165. 165 166 167 167.441864013672 167.906982421875 168 168. 168 169 170 170. 170 171 172 172. 172 173 174 174.418609619141 175 175. 175 176 176.744186401367 177 178 179 180 180. 180 181 182 183 184 184.186050415039 185 186 186.046508789062 187 188 189 190 190. 190 190.697677612305 191 191.627914428711 192 192. 192 193 194 194.418609619141 195 195. 195 195.348831176758 196 196. 196 196.744186401367 197 197.674423217773 198 199 200 200. 200 202 202. 202 203 204 204. 204 205 206 207 208 208. 208 209 209.302322387695 210 210. 210 211 212 212. 212 212.093017578125 213 213.953491210938 214 215 216 216. 216 217 217.674423217773 218 218. 218 219 219. 219 220 220. 220 221 221. 221 222 223 223.255813598633 224 224. 224 225 225. 225 225.116271972656 226 227 228 229 230 230. 230 231 232 232. 232 232.558135986328 233 234 234. 234 235 235. 235 236 237 238 239 240 240. 240 241 242 242. 242 243 244 244. 244 244.186050415039 245 245. 245 246 247 248 248. 248 249 250 250. 250 251 251.162796020508 252 252. 252 253 254 254. 254 255 255.813949584961 256 256. 256 257 258 259 260 260. 260 261 262 263 264 264. 264 265 265.116271972656 266 267.441864013672 268 268. 268 268.604644775391 269 269. 269 270 270. 270 271 272 272. 272 273 274 274.418609619141 275 275. 275 276 276. 276 277 278 278. 278 279 279. 279 279.069763183594 280 280. 280 281 282 284 284. 284 285 285. 285 286 286. 286 287 288 288. 288 289 290 290. 290 292 292. 292 293 294 295 295. 295 296 297 297. 297 298 300 300. 300 301 301. 301 302 302. 302 302.325592041016 304 305 305. 305 306 307 308 310 310. 310 312 312. 312 313.953491210938 314 315 315.348846435547 316 316. 316 318 320 320. 320 324 325 325. 325 325.581390380859 326 327 328 328. 328 330 330. 330 333 335 336 340 340. 340 341 342 342. 342 343 343. 343 344 344. 344 345 345. 345 346 348 348. 348 348.837219238281 350 350. 350 351 352 352. 352 355 355. 355 356 356. 356 357 358 360 360. 360 362 364 365 368 368. 368 369 370 370. 370 371 371. 371 372 372. 372 372.093017578125 374 375 375. 375 376 376. 376 377 377. 377 378 378. 378 379 379. 379 380 380. 380 382 384 385 385. 385 390 390. 390 392 393 394 395 395. 395 395.348846435547 396 396. 396 398 398. 398 399 400 400. 400 404 405 406 409 410 410. 410 412 416 416. 416 418 418. 418 420 420. 420 421 422 425 426 426. 426 428 428. 428 430 430. 430 432 432. 432 433 436 438 440 440. 440 442 444 448 450 450. 450 455 456 457 457. 457 458 460 460. 460 462 463 463. 463 464 464. 464 465 466 466. 466 468 468. 468 468.372100830078 470 470. 470 475 480 480. 480 484 484. 484 485 490 490. 490 492 494 500 500. 500 504 504. 504 506 510 510. 510 512 512. 512 520 520. 520 522 525 528 529 530 530. 530 531 536 536. 536 537 537. 537 540 540. 540 541 544 545 548 548. 548 550 550. 550 552 555 556 560 560. 560 564 564. 564 566 566. 566 570 570. 570 575 576 576. 576 580 580. 580 588 590 592 592. 592 594 594. 594 600 600. 600 603 609 610 612 613 616 616. 616 620 620. 620 624 624. 624 625 630 630. 630 640 640. 640 648 648. 648 650 650. 650 651 651. 651 652 652. 652 660 660. 660 665 665. 665 666 670 670. 670 680 680. 680 686 686. 686 690 690. 690 692 694 697 700 700. 700 708 708. 708 710 720 720. 720 722 722. 722 730 737 740 750 750. 750 760 760. 760 780 783 785 789 790 792 792. 792 796 800 800. 800 810 820 820. 820 824 824. 824 827 836 836. 836 840 840. 840 846 846. 846 850 850. 850 856 860 860. 860 877 880 884 888 900 900. 900 912 912. 912 920 920. 920 936 936. 936 950 960 960. 960 968 968. 968 980 990 999 1000 1000. 1000 1040 1050 1050. 1050 1055 1060 1080 1080. 1080 1100 1100. 1100 1108 1111 1130 1137 1140 1140. 1140 1150 1150. 1150 1155 1155. 1155 1180 1180. 1180 1200 1200. 1200 1210 1260 1300 1300. 1300 1310 1320 1325 1344 1350 1350. 1350 1356 1356. 1356 1400 1400. 1400 1440 1480 1500 1500. 1500 1600 1600. 1600 1650 1700 1700. 1700 1710 1718 1800 1850 1900 1920 2000 2014 2014. 2014 2100 2200 2220 2888 3000 3480 3500 3888 4500 8388 8588 8858 8880 8882 8888 8888. not applicable 9999 9999. unspecified Sysmiss transport: distance to nearest bus stop in km 154807 2293243 380 0. 0 1 1. 1 2 2. 2 3 3. 3 4 4. 4 5 5. 5 6 6. 6 7 7. 7 8 9 10 10. 10 11 11. 11 12 12. 12 13 14 15 15. 15 16 18 19 20 20. 20 21 22 22. 22 23 23. 23 25 25. 25 27 27. 27 28 30 30. 30 33 33. 33 35 35. 35 40 40. 40 44 44. 44 50 50. 50 60 60. 60 70 70. 70 75 75. 75 80 80. 80 88 90 90. 90 128 128. 128 140 140. 140 220 220. 220 380 380. 380 8888 8888. not applicable 9999 9999. unspecified Sysmiss transport: total number train trips taken by households in last week 851161 1596889 100 0. 0 1 1. 1 2 2. 2 3 3. 3 4 4. 4 5 5. 5 6 6. 6 7 7. 7 8 8. 8 9 9. 9 10 10. 10 11 11. 11 12 12. 12 13 13. 13 14 14. 14 15 15. 15 16 16. 16 17 17. 17 18 18. 18 19 20 20. 20 21 21. 21 22 22. 22 23 23. 23 24 24. 24 25 26 28 28. 28 30 30. 30 31 31. 31 32 34 35 36 36. 36 38 40 40. 40 42 42. 42 44 45 46 48 50 54 56 57 58 60 61 61. 61 63 65 68 70 75 77 80 80. 80 82 85 87 88 90 100 999 999. unspecified Sysmiss transport: how much spent on train trips by household in last week 29825 2418225 8388 0.232558146119118 0.465116292238236 1 1. 1 1.16279065608978 1.39534878730774 1.6279069185257 1.86046516895294 2 2. 2 2.0930233001709 2.32558131217957 2.55813956260681 2.79069757461548 3 3.02325582504272 3.25581383705139 3.48837208747864 3.95348834991455 4 4.1860466003418 4.65116262435913 5 5. 5 5.11627912521362 5.34883737564087 5.58139514923096 5.8139533996582 6 6. 6 6.04651165008545 6.2790699005127 6.51162767410278 6.97674417495728 7 7. 7 7.9069766998291 8 8. 8 8.13953495025635 9 9. 9 9.06976699829102 9.30232524871826 9.76744174957275 10 10. 10 10.4651165008545 10.6976747512817 11 11. 11 11.6279067993164 12 12. 12 12.5581398010254 12.7906980514526 13 13. 13 13.0232553482056 13.2558135986328 13.9534883499146 14 14. 14 14.8837213516235 15 15. 15 15.1162786483765 15.3488368988037 15.8139533996582 16 16.2790699005127 16.5116271972656 16.7441864013672 17 17. 17 17.2093029022217 17.4418601989746 17.6744194030762 18 18. 18 18.139533996582 18.6046504974365 19 19.5348834991455 19.7674427032471 20 20. 20 20.4651165008545 20.6976737976074 20.930233001709 21 21.3953495025635 21.860466003418 22 22. 22 22.0930233001709 22.3255805969238 22.5581398010254 22.7906970977783 23 23. 23 23.2558135986328 23.7209300994873 24 24. 24 24.4186038970947 25 25. 25 25.1162796020508 25.5813961029053 26 26. 26 26.0465106964111 27 27. 27 27.9069766998291 28 28. 28 28.139533996582 28.8372097015381 29 29.069766998291 29.5348834991455 29.7674427032471 30 30. 30 30.2325572967529 30.6976737976074 31 31.3953495025635 31.6279067993164 32 32.0930213928223 32.5581398010254 33 34 34. 34 34.4186058044434 34.8837203979492 35 35. 35 35.3488388061523 35.8139533996582 36 37 37.209300994873 38 39 39. 39 39.5348854064941 40 40. 40 40.930233001709 41 41.860466003418 42 42. 42 43 43.7209320068359 44 44.1860466003418 45 45. 45 45.1162796020508 46 46. 46 46.0465126037598 46.5116271972656 46.9767456054688 47 48 48.139533996582 48.3720932006836 48.8372077941894 49 50 50. 50 50.2325592041016 50.4651145935059 51 51.1627922058106 52 52.0930213928223 53 54 54. 54 55 55. 55 55.8139533996582 56 56. 56 57 57. 57 58 58.139533996582 59 59.5348854064941 60 60. 60 60.4651145935059 60.930233001709 61 62 62.3255805969238 62.790699005127 63 63.9534873962402 64 64. 64 65 65. 65 65.1162796020508 66 66. 66 66.9767456054688 67 67.6744155883789 68 68. 68 69 69.7674407958984 70 70. 70 71 71. 71 72 72. 72 73 73.2558135986328 74 74. 74 74.4186019897461 75 75. 75 76 76. 76 76.2790679931641 76.7441864013672 77 77.6744155883789 78 78. 78 79 80 80. 80 81 81.3953475952148 81.860466003418 82 83 83.7209320068359 84 84. 84 85 85. 85 86 86. 86 86.0465087890625 87 87.2093048095703 88 88. 88 88.3720932006836 89 89. 89 90 90. 90 91 92 92. 92 93 93.0232543945312 93.9534912109375 94 94. 94 95 95. 95 96 96. 96 97 97. 97 98 98. 98 99 100 100. 100 101 102 102. 102 102.325584411621 103 104 104.651161193848 105 105. 105 106 106.976745605469 107 108 108. 108 109 110 110. 110 111 112 112. 112 113 114 115 116 116.279067993164 117 118 119 120 120. 120 120.930229187012 121 121. 121 122 123 124 124. 124 125 125. 125 126 127 127. 127 128 128. 128 129 130 130. 130 130.232559204102 131 132 132. 132 133 134 135 135. 135 136 136. 136 138 138. 138 139 139.534881591797 140 140. 140 141 142 144 145 146 147 148 148. 148 148.837203979492 149 150 150. 150 152 152. 152 153 154 154. 154 155 156 157 158 160 160. 160 161 162.79069519043 164 165 168 170 170. 170 172 175 176 176. 176 178 180 180. 180 183 185 186 186.046508789062 188 188. 188 189 190 190. 190 192 194 194. 194 195 196 198 198. 198 199 200 200. 200 202 202. 202 207 207. 207 208 208. 208 210 210. 210 212 215 216 216. 216 217 217. 217 220 220. 220 222 224 224. 224 225 228 230 232 234 235 237 238 240 240. 240 248 250 250. 250 252 255 256 256. 256 260 260. 260 261 262 262. 262 265 268 268. 268 270 270. 270 274 275 275. 275 278 280 280. 280 284 288 288. 288 290 291 291. 291 296 300 300. 300 302 305 310 312 315 315. 315 320 320. 320 325 328 328. 328 330 330. 330 334 334. 334 340 350 350. 350 352 352. 352 360 360. 360 370 370. 370 375 375. 375 380 380. 380 381 396 400 400. 400 404 404. 404 420 428 430 435 440 440. 440 450 450. 450 458 460 460. 460 462 470 480 488 490 500 500. 500 505 510 520 520. 520 530 550 560 560. 560 583 600 600. 600 602 610 620 630 640 640. 640 650 700 700. 700 713 738 750 770 800 800. 800 882 888 999 1000 1111 1200 1250 1351 1400 1417 1500 1640 1850 3500 3882 3888 8162 8388 8888 8888. not applicable 9999 9999. unspecified Sysmiss transport: distance to nearest train station in km 95937 2352113 886 0. 0 1 1. 1 2 2. 2 3 3. 3 4 4. 4 5 5. 5 6 6. 6 7 7. 7 8 8. 8 9 9. 9 10 10. 10 11 11. 11 12 12. 12 13 13. 13 14 14. 14 15 15. 15 16 16. 16 17 17. 17 18 19 19. 19 20 20. 20 22 23 25 25. 25 26 27 28 30 30. 30 34 35 36 39 39. 39 40 40. 40 41 41. 41 43 44 45 45. 45 46 48 50 55 58 58. 58 60 60. 60 61 70 70. 70 71 71. 71 88 100 100. 100 113 113. 113 115 115. 115 120 120. 120 128 128. 128 140 140. 140 151 151. 151 180 180. 180 200 200. 200 210 210. 210 288 380 380. 380 388 390 400 400. 400 808 828 881 882 886 8888 8888. not applicable 9999 9999. unspecified Sysmiss transport: total number taxi trips taken by households in last week 984877 1463173 310 0. 0 1 1. 1 2 2. 2 3 3. 3 4 4. 4 5 5. 5 6 6. 6 7 7. 7 8 8. 8 9 9. 9 10 10. 10 11 11. 11 12 12. 12 13 13. 13 14 14. 14 15 15. 15 16 16. 16 17 17. 17 18 18. 18 19 19. 19 20 20. 20 21 21. 21 22 22. 22 23 24 24. 24 25 25. 25 26 26. 26 27 27. 27 28 28. 28 29 29. 29 30 30. 30 31 31. 31 32 32. 32 33 33. 33 34 34. 34 35 35. 35 36 36. 36 37 37. 37 38 38. 38 39 39. 39 40 40. 40 41 41. 41 42 42. 42 43 44 44. 44 45 45. 45 46 46. 46 47 48 48. 48 49 50 50. 50 51 52 52. 52 53 54 54. 54 55 56 56. 56 57 58 58. 58 60 60. 60 61 61. 61 62 62. 62 63 64 64. 64 65 66 66. 66 68 68. 68 70 70. 70 71 71. 71 72 72. 72 73 74 75 76 77 78 78. 78 79 80 80. 80 81 82 82. 82 84 85 86 88 89 89. 89 90 90. 90 92 94 96 96. 96 97 98 98. 98 100 100. 100 102 102. 102 105 105. 105 108 108. 108 110 112 112. 112 120 120. 120 124 124. 124 140 144 144. 144 162 200 200. 200 220 220. 220 248 248. 248 280 310 310. 310 999 999. unspecified Sysmiss transport: how much spent on taxi trips by household in last week 493170 1954880 8883 2 2. 2 5 5. 5 6 6. 6 7 7. 7 8 8. 8 9 9. 9 10 10. 10 11 11. 11 12 12. 12 13 13. 13 14 14. 14 15 15. 15 16 16. 16 17 17. 17 18 18. 18 19 19. 19 20 20. 20 21 21. 21 22 22. 22 23 23. 23 24 24. 24 25 25. 25 26 26. 26 27 27. 27 28 28. 28 30 30. 30 31 31. 31 32 32. 32 33 33. 33 34 34. 34 35 35. 35 36 36. 36 37 37. 37 38 38. 38 39 39. 39 40 40. 40 41 41. 41 42 42. 42 43 43. 43 44 44. 44 45 45. 45 46 46. 46 48 48. 48 50 50. 50 51 51. 51 52 52. 52 54 54. 54 55 55. 55 56 56. 56 58 58. 58 59 59. 59 60 60. 60 61 61. 61 62 62. 62 63 63. 63 64 64. 64 65 65. 65 66 66. 66 68 68. 68 70 70. 70 72 72. 72 73 73. 73 74 74. 74 75 75. 75 76 76. 76 78 78. 78 80 80. 80 82 82. 82 84 84. 84 85 85. 85 86 86. 86 88 88. 88 89 89. 89 90 90. 90 91 91. 91 92 92. 92 94 94. 94 95 95. 95 96 96. 96 98 98. 98 100 100. 100 101 101. 101 102 102. 102 104 104. 104 105 105. 105 106 106. 106 108 108. 108 109 109. 109 110 110. 110 112 112. 112 114 114. 114 115 115. 115 116 116. 116 117 117. 117 118 118. 118 119 119. 119 120 120. 120 121 121. 121 122 122. 122 124 124. 124 125 125. 125 126 126. 126 128 128. 128 130 130. 130 131 131. 131 132 132. 132 134 134. 134 135 135. 135 136 136. 136 137 137. 137 138 138. 138 140 140. 140 141 141. 141 142 142. 142 143 143. 143 144 144. 144 145 145. 145 146 146. 146 147 147. 147 150 150. 150 151 151. 151 152 152. 152 153 153. 153 155 155. 155 156 156. 156 158 158. 158 159 159. 159 160 160. 160 162 162. 162 164 164. 164 165 165. 165 166 166. 166 168 168. 168 170 170. 170 172 172. 172 174 174. 174 175 175. 175 176 176. 176 178 178. 178 180 180. 180 184 184. 184 185 185. 185 186 186. 186 190 190. 190 191 191. 191 192 192. 192 195 195. 195 196 196. 196 200 200. 200 201 201. 201 202 202. 202 203 203. 203 204 204. 204 205 205. 205 206 206. 206 208 208. 208 210 210. 210 216 216. 216 218 218. 218 220 220. 220 224 224. 224 225 225. 225 226 226. 226 228 228. 228 230 230. 230 232 232. 232 235 235. 235 236 236. 236 239 239. 239 240 240. 240 242 242. 242 243 243. 243 244 244. 244 247 247. 247 248 248. 248 250 250. 250 252 252. 252 255 255. 255 256 256. 256 260 260. 260 264 264. 264 265 265. 265 268 268. 268 270 270. 270 274 274. 274 275 275. 275 277 277. 277 278 278. 278 280 280. 280 281 281. 281 284 284. 284 285 285. 285 287 287. 287 288 288. 288 290 290. 290 294 294. 294 296 296. 296 300 300. 300 304 304. 304 306 306. 306 310 310. 310 312 312. 312 316 316. 316 320 320. 320 324 324. 324 325 325. 325 330 330. 330 336 336. 336 340 340. 340 345 345. 345 346 346. 346 350 350. 350 352 352. 352 356 356. 356 360 360. 360 364 364. 364 365 365. 365 368 368. 368 370 370. 370 372 372. 372 374 374. 374 375 375. 375 376 376. 376 378 378. 378 380 380. 380 382 382. 382 384 384. 384 390 390. 390 392 392. 392 395 395. 395 400 400. 400 403 403. 403 405 405. 405 406 406. 406 408 408. 408 410 410. 410 415 415. 415 416 416. 416 420 420. 420 426 426. 426 430 430. 430 434 434. 434 435 435. 435 439 439. 439 440 440. 440 444 444. 444 448 448. 448 450 450. 450 460 460. 460 462 462. 462 470 470. 470 472 472. 472 475 475. 475 476 476. 476 480 480. 480 486 486. 486 488 488. 488 490 490. 490 491 491. 491 500 500. 500 501 501. 501 504 504. 504 506 506. 506 510 510. 510 512 512. 512 520 520. 520 527 527. 527 528 528. 528 530 530. 530 532 532. 532 540 540. 540 544 544. 544 546 546. 546 550 550. 550 560 560. 560 566 566. 566 570 570. 570 572 572. 572 576 576. 576 580 580. 580 584 584. 584 590 590. 590 600 600. 600 610 610. 610 620 620. 620 624 624. 624 625 625. 625 630 630. 630 632 632. 632 640 640. 640 644 644. 644 648 648. 648 650 650. 650 660 660. 660 663 663. 663 666 666. 666 670 670. 670 672 672. 672 680 680. 680 684 684. 684 690 690. 690 700 700. 700 704 704. 704 710 710. 710 715 715. 715 720 720. 720 728 728. 728 730 730. 730 740 740. 740 744 744. 744 750 750. 750 760 760. 760 764 764. 764 768 768. 768 770 770. 770 780 780. 780 784 784. 784 790 790. 790 792 792. 792 800 800. 800 816 816. 816 820 820. 820 830 830. 830 840 840. 840 848 848. 848 850 850. 850 856 856. 856 860 860. 860 870 870. 870 880 880. 880 890 890. 890 896 896. 896 898 898. 898 900 900. 900 906 906. 906 910 910. 910 920 920. 920 930 930. 930 940 940. 940 950 950. 950 960 960. 960 970 970. 970 975 975. 975 1000 1000. 1000 1006 1006. 1006 1020 1020. 1020 1024 1024. 1024 1040 1040. 1040 1048 1048. 1048 1050 1050. 1050 1054 1054. 1054 1060 1060. 1060 1070 1070. 1070 1080 1080. 1080 1095 1095. 1095 1100 1100. 1100 1110 1110. 1110 1116 1116. 1116 1120 1120. 1120 1128 1128. 1128 1140 1140. 1140 1150 1150. 1150 1160 1160. 1160 1180 1180. 1180 1200 1200. 1200 1208 1208. 1208 1220 1220. 1220 1240 1240. 1240 1242 1242. 1242 1250 1250. 1250 1260 1260. 1260 1268 1268. 1268 1272 1272. 1272 1278 1278. 1278 1300 1300. 1300 1320 1320. 1320 1330 1330. 1330 1344 1344. 1344 1350 1350. 1350 1360 1360. 1360 1390 1390. 1390 1400 1400. 1400 1440 1440. 1440 1444 1444. 1444 1460 1460. 1460 1480 1480. 1480 1488 1488. 1488 1500 1500. 1500 1520 1520. 1520 1550 1550. 1550 1560 1560. 1560 1600 1600. 1600 1620 1620. 1620 1640 1640. 1640 1650 1650. 1650 1696 1696. 1696 1700 1700. 1700 1728 1728. 1728 1750 1750. 1750 1760 1760. 1760 1800 1800. 1800 1850 1850. 1850 1880 1880. 1880 1900 1900. 1900 2000 2000. 2000 2200 2200. 2200 2300 2300. 2300 2330 2330. 2330 2400 2400. 2400 2500 2500. 2500 2600 2600. 2600 2650 2650. 2650 2800 2800. 2800 2900 2900. 2900 3000 3000. 3000 3200 3200. 3200 3800 3800. 3800 4000 4000. 4000 6200 6200. 6200 8888 8888. not applicable 9999 9999. unspecified transport: distance to nearest taxi stop in km 520077 1927973 400 0. 0 1 1. 1 2 2. 2 3 3. 3 4 4. 4 5 5. 5 6 6. 6 7 7. 7 8 8. 8 9 10 10. 10 11 12 12. 12 13 13. 13 14 15 15. 15 16 16. 16 17 17. 17 18 19 20 20. 20 21 21. 21 22 23 23. 23 24 25 25. 25 30 30. 30 32 32. 32 33 33. 33 35 35. 35 40 40. 40 41 44 44. 44 45 45. 45 50 50. 50 60 60. 60 70 70. 70 73 88 99 100 100. 100 160 160. 160 250 250. 250 252 288 288. 288 400 400. 400 8888 8888. not applicable 9999 9999. unspecified Sysmiss household identifier 2448050 person number in household 2448050 1 46 3.217 2.309 year 2448050 1995 2024 2008.462 8.36 household income monthly rand amount: total, with imputations 1309164 1138886 1569500 8053.621 18913.037 real household income monthly rand amount: total (dec 2023 rands), with imputati 1309164 1138886 1657458.625 11433.751 25014.425 hh income component: household earnings income with zeroes + missings imputed, m 2244367 203683 1657458.625 8312.877 22261.688 earnings: earnings bracket 2002-2018 1341679 1106371 99 1 r0 2 r1 - r200 3 r201 - r500 4 r501 - r1 000 5 r1 001 - r1 500 6 r1 501 - r2 500 7 r 2501 - r3 500 8 r3 501 - r4 500 9 r4 501 - r6 000 10 r6 001 - r8 000 11 r8 001 - r11 000 12 r11 001 - r16 000 13 16 001 - r30 000 14 r30 001 or more 15 don't know 16 refuse 31 88 99 Sysmiss earnings: earnings bracket 2019-2021 138621 2309429 1 88 1 r1 - r200 2 r201 - r500 3 r501 - r1 000 4 r1 001 - r1 500 5 r1 501 - r2 500 6 r 2501 - r3 500 7 r3 501 - r4 500 8 r4 501 - r6 000 9 r6 001 - r8 000 10 r8 001 - r11 000 11 r11 001 - r16 000 12 16 001 - r30 000 13 r30 001 or more 14 don't know 15 refuse 88 Sysmiss earnings: earnings bracket 2022-2024 207758 2240292 1 88 1 r1 - r200 2 r201 - r500 3 r501 - r1 000 4 r1 001 - r1 500 5 r1 501 - r2 500 6 r 2501 - r3 500 7 r3 501 - r4 500 8 r4 501 - r6 000 9 r6 001 - r8 000 10 r8 001 - r11 000 11 r11 001 - r16 000 12 16 001 - r30 000 13 r30 001 - r37 500 14 r37 501 - r54 167 15 r54 168 - r62 500 16 r62 501 - r70 800 17 r70 801 - r83 300 18 r83 301 or more 19 don't know 20 refuse 88 Sysmiss earnings: nominal monthly earnings 353001 2095049 4299999744 190962.838 16676342.854 datafirst weight to correct for earnings bracket responses 509560 1938490 0.805 40177.391 1051.437 1181.935 earnings: real earnings in december 2023 rands 353001 2095049 8049419264 333960.839 29436135.118 earnings: real earnings with bracket midpoints (dec 2023), missings imputed 479179 1968871 22.656 1607429.875 10528.094 19694.438 earnings: real earnings (dec 2023), missinigs imputed 479160 1968890 22.656 1607429.875 10157.377 23171.216 earnings: nominal earnings with bracket midpoints (dec 2023), missings imputed 479179 1968871 8 1505000 6384.498 14936.663 earnings: nominal earnings (dec 2023), missinigs imputed 479160 1968890 8 1505000 6208.35 17951.582