zaf-df-pases-1995-2024-v1 ddi-zaf-datafirst-survey-year-v DataFirst 2025-11-21 Nesstar Publisher Version 1 Post-Apartheid Socio-Economic Series 1995-2024 PASES 1995-2024 zaf-df-pases-1995-2024--v1 Andrew Kerr Amy Thornton Martin Wittenberg Nesstar Publisher 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 Households and individuals The survey covers all de jure household members (usual residents) of households in the nine provinces of South Africa, and residents in workers' hostels. The survey does not cover collective living quarters such as student hostels, old age homes, hospitals, prisons, and military barracks. Sample survey data PASES covers a variety of socio-economic and demographic outcomes in one dataset at both the person and household level. The focus of this first version of PASES is on labour market variables, mainly labour market status, and the harmonising, weighting and imputing of earnings information. The data also includes a consolidated set of variables on demographic and household characteristics, geography, education, household income, social grants, fertility, and transport. Other PASES is based on anonymised publicly available from Statistics South Africa. Manager, DataFirst Kerr, A., Thornton, A., and Wittenberg, M. Post-Apartheid Socio-Economic Series 1995-2024 [dataset]. Version 1. Cape Town: DataFirst [producer and distributor], 2025. DOI: https://doi.org/10.25828/49GK-P872 Public access data for use under a Creative Commons CC-BY (Attribution-only) License pasesv1.NSDstat 2448050 104 Nesstar 200801 pasesv1_extraincome.NSDstat 2448050 16 Nesstar 200801 household identifier 2448050 0 person number in household 2448050 0 1 46 3.217 2.309 survey year 2448050 0 1995 2024 2008.462 8.36 enumeration area 2448050 0 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 203892 2 2. quarter 2 206133 3 3. quarter 3 205896 4 4. quarter 4 207145 Sysmiss 1624984 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 0 139526.406 455.92 505.773 approximate month of interview derived from statssa metadata 2448050 0 2 11 2 2. february 203892 5 5. may 206133 7 7. july 716955 8 8. august 581370 10 10. october 532555 11 11. november 207145 question respondent: self or proxy (1999-2007) 558997 1889053 1 2 1 1. the person himself/herself 293347 2 2. a proxy 265650 Sysmiss 1889053 question respondent: person number (2009 onwards with some exceptions) 904055 1543995 1 38 1 1. 1 439798 2 2. 2 306903 3 3. 3 93759 4 4. 4 37769 5 5. 5 14742 6 6. 6 5948 7 7. 7 2902 8 8. 8 1076 9 9. 9 563 10 10. 10 242 11 11. 11 98 12 12. 12 64 13 60 14 17 15 5 16 3 17 14 18 3 19 1 20 1 21 18 22 20 23 5 24 3 25 2 27 2 28 2 30 1 31 11 32 12 33 6 34 1 35 2 36 1 38 1 99 99. unspecified 0 Sysmiss 1543995 gender 2448005 45 1 2 1 1. male 1153722 2 2. female 1294283 Sysmiss 45 age 2447865 185 0 130 27.967 20.211 population group 2447785 265 1 4 1 1. african/black 1966066 2 2. coloured 268589 3 3. indian/asian 51593 4 4. white 161537 Sysmiss 265 relationship to household head 2444392 3658 1 9 1 1. head/acting head 645866 2 2. husband/wife/partner 264511 3 3. son/daughter/stepchild/adopted child 869982 4 4. brother/sister/stepbrother/stepsister 78021 5 5. father/mother/stepfather/stepmother 11937 6 6. grandparent/great grandparent 5830 7 7. grandchild/great grandchild 405954 8 8. other relative (e.g. in-laws or aunt/uncle) 143009 9 9. non-related persons 19282 Sysmiss 3658 father alive 2333865 114185 1 3 1 1. yes 1304115 2 2. no 1003333 3 3. don't know 26417 Sysmiss 114185 mother alive 2334550 113500 1 3 1 1. yes 1676134 2 2. no 652914 3 3. don't know 5502 Sysmiss 113500 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 520504 2 2. living together 116710 3 3. divorced or separated 45912 4 4. widowed 127591 5 5. never married 1634979 Sysmiss 2354 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 0 2 0 232137 1 1. yes 720353 2 2. no 60108 8 8. not applicable 0 9 9. unspecified 0 Sysmiss 1435452 father co-resident 2028008 420042 1 8 1 1. yes 424107 2 2. no 736369 8 8. not applicable 867532 9 9. unspecified 0 Sysmiss 420042 mother co-resident 2056958 391092 1 8 1 1. yes 896767 2 2. no 595826 8 8. not applicable 564365 9 9. unspecified 0 Sysmiss 391092 household size (derived) 2448050 0 1 46 5.429 2.977 province 2448004 46 1 9 1 1. western cape 248604 2 2. eastern cape 337934 3 3. northern cape 131626 4 4. free state 181257 5 5. kwazulu/natal 465420 6 6. north-west 194958 7 7. gauteng 374507 8 8. mpumalanga 224277 9 9. northern province 289421 Sysmiss 46 metropolitan location 1915420 532630 0 1 0 0. non-metro 1386146 1 1. metro 529274 Sysmiss 532630 urban location of hh 2374887 73163 0 1 0 0. rural 1043833 1 1. urban 1331054 Sysmiss 73163 years of education (derived) 2422206 25844 0 17 6.61 4.728 0 521923 1 64116 2 85028 3 88151 4 104245 5 105180 6 120961 7 151510 8 170039 9 153581 10 195598 11 177011 12 346798 13 37776 14 42482 15 39581 16 12618 17 5608 Sysmiss 25844 highest edu level: ohs 1995 130787 2317263 0 15 0 0. no schooling 29367 1 1. sub a/sub b grade 1/grade 2/std 1 14519 2 2. std 2 7536 3 3. std 3 7078 4 4. std 4 7862 5 5. std 5 8834 6 6. std 6 10587 7 7. std 7 7594 8 8. std 8/ntc i 10102 9 9. std 9/ntc ii 6414 10 10. std 10/ntc iii 13359 11 11. diploma/certificate with std 9 or lower 572 12 12. diploma/certificate with std 10 4065 13 13. degree 1956 14 14. other 20 15 15. unspecified 922 Sysmiss 2317263 highest edu level: ohs 1996 72889 2375161 0 99 0 0. no schooling 17796 1 1. sub a/ grade 1 3241 2 2. sub b/grade 2 2848 3 3. std 1 3386 4 4. std 2 3637 5 5. std 3 3807 6 6. std 4 4096 7 7. std 5 4905 8 8. std 6/form 1 5756 9 9. std 7/form 2 4015 10 10. std 8/form 3 5157 11 11. std 9/form 4 3451 12 12. std 10/form 5 6909 13 13. ntc i 138 14 14. ntc ii 93 15 15. ntc iii 230 16 16. diploma/certificate with std 9 or lower 173 17 17. diploma/certificate with std 10 1568 18 18. degree 879 19 19. other 38 99 766 Sysmiss 2375161 highest edu level: ohs 1997-8 221881 2226169 0 99 0 0. none 62654 1 1. grade 0 292 2 2. grade 1 3264 3 3. grade 2 5490 4 4. grade 3, std 1 11340 5 5. grade 4, std 2 12333 6 6. grade 5, std 3 11772 7 7. grade 6, std 4 13189 8 8. grade 7, std 5 15836 9 9. grade 8, std 6 17745 10 10. grade 9, std 7 12640 11 11. grade 10, std 8 15916 12 12. grade 11, std 9 11383 13 13. grade 12, std 10/ntc iii 27784 99 99. unspecified 243 Sysmiss 2226169 highest edu level: ohs 1999 106507 2341543 0 22 0 0. no schooling 21795 1 1. grade 0 3870 2 2. sub a/grade 1 3744 3 3. sub b/grade 2 3950 4 4. grade 3/standard 1 4986 5 5. grade 4/standard 2 5540 6 6. grade 5/standard 3 5608 7 7. grade 6/standard 4 6389 8 8. grade 7/standard 5 7452 9 9. grade 8/standard 6/form 1 7937 10 10. grade 9/standard 7/form 2 6055 11 11. grade 10/standard 8/form 3 6943 12 12. grade 11/standard 9/form 4 5198 13 13. grade 12/standard 10/form 5/matric 10795 14 14. ntc i 81 15 15. ntc ii 73 16 16. ntc iii 202 17 17. diploma/certificate with less than grade 12/std 10 547 18 18. diploma/certificate with grade 12/std 10 2325 19 19. degree 1220 20 20. postgraduate degree or diploma 574 21 21. other 197 22 22. don't know 1026 Sysmiss 2341543 highest edu level: ghs 2002-3 201704 2246346 0 99 0 0. no schooling 39336 1 1. grade r/0 6202 2 2. sub a/grade 1 6103 3 3. sub b/grade 2 6312 4 4. grade 3/standard 1 8277 5 5. grade 4/standard 2 9635 6 6. grade 5/standard 3 10227 7 7. grade 6/standard 4 11659 8 8. grade 7/standard 5 13639 9 9. grade 8/standard 6/form 1 15046 10 10. grade 9/standard 7/form 2 12851 11 11. grade 10/standard 8/form 3 14151 12 12. grade 11/standard 9/form 4 11091 13 13. grade 12/standard 10/form 5/matric 23922 14 14. ntc l 953 15 15. ntc ii 259 16 16. ntc iii 529 17 17. diploma/certificate with less than grade 12/std 10 887 18 18. diploma/certificate with grade 12/std 10 5196 19 19. degree 2748 20 20. postgraduate degree or diploma 1390 21 21. other 243 22 22. don't know 959 99 99. unspecified 89 Sysmiss 2246346 highest edu level: ghs 2004-8 515251 1932799 0 99 0 0. no schooling 100196 1 1. grade r/0 15984 2 2. grade 1 / sub a 16235 3 3. grade 2 / sub b 17021 4 4. grade 3 / standard 1 20989 5 5. grade 4 / standard 2 23009 6 6. grade 5 / standard 3 24318 7 7. grade 6 / standard 4 28567 8 8. grade 7 / standard 5 34841 9 9. grade 8 / standard 6 / form 1 37306 10 10. grade 9 / standard 7 / form 2 34109 11 11. grade 10 / standard 8 / form 3 38465 12 12. grade 11 / standard 9 / form 4 31792 13 13. grade 12 / standard 10 / form 5 / matric 63098 14 14. ntc l 644 15 15. ntc ii 337 16 16. ntc iii 1072 17 17. certificate with less than grade 12 / std 10 1090 18 18. diploma with less than grade 12 / std 10 1367 19 19. certificate with grade 12 / std 10 4276 20 20. diploma with grade 12 / std 10 10401 21 21. bachelors degree 3747 22 22. bachelors degree and diploma 1393 23 23. honors degree 1313 24 24. higher degree ( masters, doctorate) 1028 25 25. other 516 26 26. don't know 1608 99 99. unspecified 529 Sysmiss 1932799 highest edu level: ghs 2009-16 708733 1739317 0 99 0 0. grade r/0 20790 1 1. grade 1/ sub a/class 1 19445 2 2. grade 2 / sub b/class 2 21279 3 3. grade 3/standard 1/ abet 1(kha ri gude, sanli) 23854 4 4. grade 4/ standard 2 25934 5 5. grade 5/ standard 3/ abet 2 25838 6 6. grade 6/standard 4 29938 7 7. grade 7/standard 5/ abet 3 40551 8 8. grade 8/standard 6/form 1 47911 9 9. grade 9/standard 7/form 2/ abet 4 46587 10 10. grade 10/ standard 8/ form 3 60258 11 11. grade 11/ standard 9/ form 4 54607 12 12. grade 12/standard 10/form 5/matric (no exemption 99692 13 13. grade 12/standard 10/form 5/matric (exemption *) 9589 14 14. ntc 1/ n1/nc (v) level 2 568 15 15. ntc 2/ n2/ nc (v) level 3 802 16 16. ntc 3/ n3/nc (v)/level 4 1505 17 17. n4/ntc 4 945 18 18. n5/ntc 5 825 19 19. n6/ntc 6 1101 20 20. certificate with less than grade 12/std 10 913 21 21. diploma with less than grade 12/std 10 1087 22 22. certificate with grade 12/std 10 6398 23 23. diploma with grade 12/std 10 15747 24 24. higher diploma (technikon/university of technology) 3930 25 25. post higher diploma (technikon/university of technology 1436 26 26. bachelors degree 8724 27 27. bachelors degree and post-graduate diploma 1536 28 28. honours degree 2559 29 29. higher degree (masters, doctorate) 1719 30 30. other 1544 31 31. do not know 3233 98 98. no schooling 121545 99 99. unspecified 6343 Sysmiss 1739317 highest edu level: ghs 2017-18 143428 2304622 0 99 0 0. grade r/0 3877 1 1. grade 1/sub a/class 1 3771 2 2. grade 2/sub b/class 2 4326 3 3. grade 3/standard 1/aet 1 (kha ri gude, sanli) 4709 4 4. grade 4/standard 2 4941 5 5. grade 5/standard 3/aet 2 4904 6 6. grade 6/standard 4 5663 7 7. grade 7/standard 5/aet 3 7426 8 8. grade 8/standard 6/form 1 8118 9 9. grade 9/standard 7/form 2/aet 4 8858 10 10. grade 10/standard 8/form 3 12420 11 11. grade 11/standard 9/form 4 12646 12 12. grade 12/standard 10/form 5/matric (no exemption) 25010 13 13. grade 12/standard 10/form 5/matric (exemption *) 734 14 14. ntc 1 n1/nc (v) level 2 135 15 15. ntc 2/n2/nc (v) level 3 273 16 16. ntc 3/n3/nc (v)/level 4 298 17 17. n4/ntc 4 317 18 18. n5/ntc 5 416 19 19. n6/ntc 6 219 20 20. certificate with less than grade 12/std 10 189 21 21. diploma with less than grade 12/std 10 690 22 22. certificate with grade 12/std 10 3066 23 23. diploma with grade 12/std 10 1650 24 24. higher diploma (technikon/university of technology) 744 25 25. post higher diploma (technikon/university of technology 1858 26 26. bachelor's degree 1286 27 27. bachelor's degree and post-graduate diploma 173 28 28. honours degree 468 29 29. higher degree (masters, doctorate) 873 30 30. other 0 31 31. do not know 0 98 98. no schooling 22193 99 99. unspecified 1177 Sysmiss 2304622 highest edu level: ghs 2019-24 346379 2101671 0 99 0 0. grade r/0 8200 1 1. grade 1/sub a/class 1 8330 2 2. grade 2/sub b/class 2 9323 3 3. grade 3/standard 1/abet/aet 1 10667 4 4. grade 4/standard 2 11731 5 5. grade 5/standard 3/abet/aet 2 11690 6 6. grade 6/standard 4 13656 7 7. grade 7/standard 5/abet/aet 3 18095 8 8. grade 8/standard 6/form 1 19772 9 9. grade 9/standard 7/form 2/abet/aet 4/ncv level 1/occupati 21003 10 10. grade 10/standard 8/form 3/ncv level 2/occupational cert 29438 11 11. grade 11/standard 9/form 4/ncv level 3/occupational cert 32660 12 12. grade 12/standard 10/form 5/national senior certificate/ 69670 13 13. ntc l/n1/nqf 1 162 14 14. ntc ll/n2/nqf 2 337 15 15. ntc lll/n3/nqf 3 745 16 16. n4/ntc 4/occupational certificate 980 17 17. n5/ntc 5/occupational certificate 682 18 18. n6/ntc 6/occupational certificate 1355 19 19. certificate with less than grade 12/standard 10 348 20 20. diploma with less than grade 12/standard 10 422 21 21. higher/national/advance certificate with grade 12/std 10 2534 22 22. diploma with grade 12/standard 10/occupational certifica 9794 23 23. higher diploma/occupational certificate (b-tech diploma) 1877 24 24. bachelor 7062 25 25. honours degree/postgraduate diploma/occupational certifi 2192 26 26. post higher diploma (m-tech and master's degree) 914 27 27. doctoral degrees (d-tech and phd) 338 28 28. other 1321 29 29. do not know 2942 98 98. no schooling 47914 99 99. unspecified 225 Sysmiss 2101671 household income monthly rand amount: total 913641 1534409 0 1569500 8350.496 16901.375 real household income monthly rand amount: total (dec 2023 rands) 913641 1534409 0 1657458.625 11848.156 22960.131 household income source: remittances 2448050 0 0 1 0.171 0.376 0 2029817 1 418233 household income source: private pensions 2448050 0 0 1 0.0388 0.193 0 2353070 1 94980 household income source: grants, excl social relief grant 2448050 0 0 60 1.547 2.273 household income source: earnings 2448050 0 0 1 0.657 0.475 0 838892 1 1609158 main household income source 2002-2008 714490 1733560 1 6 1 1. salaries and/or wages 368189 2 2. remittances 81435 3 3. pensions and grants 222763 4 4. sales of farm products 7534 5 5. other non-farm income 25407 6 6. no income 9162 Sysmiss 1733560 main household income source 2009 onwards 1159633 1288417 1 8 1 1. salaries/wages/commission 563478 2 2. income from a business 74238 3 3. remittances 82945 4 4. pensions 30632 5 5. grants 392226 6 6. sales of farming products and services 1190 7 7. other income eg rental 11038 8 8. no income 3886 Sysmiss 1288417 social grants: total individual social grant rand income 2448050 0 0 7540 156.45 364.679 hh income component: household grant income with zeroes imputed, monthly real 2221168 226882 0 89909.367 1656.865 2678.45 hh income component: household remittance income with zeroes imputed, monthly re 1420708 1027342 0 123966.945 320.617 1360.729 hh income component: household pension income with zeroes imputed, monthly real 1326405 1121645 0 216748.766 293.768 2472.207 hh income component: household earnings income with zeroes imputed, monthly real 1988804 459246 0 1712997.75 8343.869 20618.486 social grants: old age pension receipt 2240630 207420 0 1 0 0. no 2065490 1 1. yes 175140 Sysmiss 207420 social grants: disability grant receipt 2237890 210160 0 1 0 0. no 2184830 1 1. yes 53060 Sysmiss 210160 social grants: child support grant receipt 2240119 207931 0 1 0 0. no 1867748 1 1. yes 372371 Sysmiss 207931 social grants: care dependency receipt 2240457 207593 0 1 0 0. no 2236998 1 1. yes 3459 Sysmiss 207593 social grants: foster care grants receipt 2240253 207797 0 1 0 0. no 2228013 1 1. yes 12240 Sysmiss 207797 social grants: grant in aid receipt 1842118 605932 0 1 0 0. no 1840574 1 1. yes 1544 Sysmiss 605932 social grants: social relief grant receipt 1633423 814627 0 1 0 0. no 1632407 1 1. yes 1016 Sysmiss 814627 social grants: war vet. grant receipt 920484 1527566 0 1 0 0. no 919855 1 1. yes 629 Sysmiss 1527566 social grants: covid-19 social relief of distress grant receipt 277393 2170657 0 1 0 0. no 258036 1 1. yes 19357 Sysmiss 2170657 social grants: csg top up for orphans receipt 141614 2306436 0 1 0 0. no 140292 1 1. yes 1322 Sysmiss 2306436 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 4.961 240 745 250 577 Sysmiss 2446728 social grants: covid-19 srd rand income 19357 2428693 350 350 350 0 350 19357 Sysmiss 2428693 labour market status: narrow (derived) 1593050 855000 0 2 0 0. nea 774717 1 1. employed 607575 2 2. unemployed 210758 Sysmiss 855000 labour market status: broad (derived) 1563528 884522 0 2 0 0. nea 605711 1 1. employed 607575 2 2. unemployed 350242 Sysmiss 884522 employment: own business 1244835 1203215 1 2 1 1. yes 65617 2 2. no 1179218 9 9. unspecified 0 Sysmiss 1203215 employment: paid work 1322767 1125283 1 2 1 1. yes 400052 2 2. no 922715 9 9. unspecified 0 Sysmiss 1125283 employment: domestic work 02-08 412511 2035539 1 2 1 1. yes 18055 2 2. no 394456 9 9. unspecified 0 Sysmiss 2035539 employment: unpaid work 1243472 1204578 1 2 1 1. yes 5830 2 2. no 1237642 9 9. unspecified 0 Sysmiss 1204578 employment: farm work 02-08 412510 2035540 1 2 1 1. yes 3424 2 2. no 409086 9 9. unspecified 0 Sysmiss 2035540 employment: construction/major repair work 02-08 412511 2035539 1 2 1 1. yes 592 2 2. no 411919 9 9. unspecified 0 Sysmiss 2035539 employment: catching fish, other animals 02-08 412511 2035539 1 2 1 1. yes 97 2 2. no 412414 9 9. unspecified 0 Sysmiss 2035539 employment: have work to return to 832841 1615209 1 2 1 1. yes 6174 2 2. no 826667 8 8. not applicable 0 9 9. unspecified 0 Sysmiss 1615209 employment: accept job 613788 1834262 1 2 1 1. yes 187374 2 2. no 426414 3 3. don't know 0 8 8. not applicable 0 9 9. unspecified 0 Sysmiss 1834262 employment: looking for work 559792 1888258 1 2 1 1. yes 180528 2 2. no 379264 8 8. not applicable 0 9 9. unspecified 0 Sysmiss 1888258 statssa official employment status (narrow) 1186471 1261579 0 9 0 0. not economically active (1999-2008) 286061 1 1. employed 368178 2 2. unemployed 146669 3 3. not economically active (2014-2018) 0 8 8. not applicable (2014-2018) 185843 9 9. unspecified (2014-2018) 199720 Sysmiss 1261579 statssa expanded employment status (broad) 1186471 1261579 0 9 0 0. not economically active (1999-2008) 229495 1 1. employed 368178 2 2. unemployed 203235 3 3. not economically active (2014-2018) 199679 8 8. not applicable (2014-2018) 185843 9 9. unspecified (2014-2018) 41 Sysmiss 1261579 employment: formal sector status 1034642 1413408 1 9 1 1. in the formal sector (registered to perform activity) 214819 2 2. in the informal sector (not registered to perform activit 57083 3 3. do not know 2601 8 8. not applicable 705153 9 9. unspecified 54986 Sysmiss 1413408 earnings: salary period 1688058 759992 1 9 1 1. per week 57634 2 2. per month 236536 3 3. annually 1649 8 8. not applicable 1304787 9 9. unspecified 87452 Sysmiss 759992 earnings: nominal monthly earnings with bracket midpoints 508320 1939730 0 4299999744 66924.839 9458749.461 earnings: real earnings with bracket midpoints in december 2023 rands 508320 1939730 0 8049419264 117192.094 16782358.682 earnings: real earnings outlier flag; zeroes flagged as outliers 66674 2381376 0 1 0 65770 1 1. outlier 904 Sysmiss 2381376 pregnant in past 12 months 431786 2016264 1 3 1 1. yes 26901 2 2. no 403796 3 3. do not know 1089 8 8. not applicable 0 9 9. unspecified 0 Sysmiss 2016264 current status of pregnancy 24439 2423611 1 5 1 1. currently still pregnant 5821 2 2. the child has been born 17469 3 3. the child died during childbirth 468 4 4. ended before the child was born (miscarriage/ child died 642 5 5. ended before the child was born (termination of pregnancy 39 8 8. not applicable 0 9 9. unspecified 0 Sysmiss 2423611 transport: the household owns a car 1622439 825611 1 2 1 1. yes 396902 2 2. no 1225537 9 9. unspecified 0 Sysmiss 825611 transport: usual means of transport to get to place of work 300780 2147270 1 9 1 1. office is at home 35581 2 2. walking 66881 3 3. bicycle/motorcycle 2464 4 4. minibus taxi/sedan taxi/bakkie taxi 72428 5 5. bus 17235 6 6. train 7453 7 7. lift club by a group of people sharing a private vehicle 7075 8 8. own car / other private vehicle/company vehicle 90646 9 9. other 1017 88 88. not applicable 0 99 99. unspecified 0 Sysmiss 2147270 transport: time it takes to get to place of work in minutes 263623 2184427 1 6 1 1. less than 15 minutes 61875 2 2. 15-30 minutes 112573 3 3. 31-60 minutes 68275 4 4. 61-90 minutes 14292 5 5. more than 90 minutes 3792 6 6. do not know 2816 8 8. not applicable 0 9 9. unspecified 0 Sysmiss 2184427 transport: total number bus trips taken by households in last week 868040 1580010 0 190 0 0. 0 770748 1 1. 1 4188 2 2. 2 10243 3 3. 3 904 4 4. 4 3872 5 5. 5 4923 6 6. 6 5245 7 7. 7 695 8 8. 8 2541 9 9. 9 230 10 10. 10 42066 11 11. 11 142 12 12. 12 5063 13 63 14 14. 14 1983 15 15. 15 369 16 16. 16 542 17 17. 17 89 18 18. 18 344 19 13 20 20. 20 8662 21 21. 21 41 22 22. 22 459 23 9 24 24. 24 655 25 25. 25 73 26 26. 26 139 27 10 28 28. 28 127 29 29. 29 27 30 30. 30 1873 31 31. 31 34 32 32. 32 180 33 6 34 34. 34 63 35 24 36 77 37 5 40 40. 40 580 41 9 42 42. 42 28 44 44. 44 39 45 2 46 4 48 30 50 50. 50 238 52 11 55 4 56 28 57 2 60 60. 60 83 61 61. 61 11 62 62. 62 17 64 64. 64 1 65 5 66 2 67 11 68 5 70 70. 70 37 71 71. 71 5 78 6 79 2 80 80. 80 47 82 16 84 1 88 2 90 7 93 1 95 95. 95 9 96 96. 96 7 98 1 100 100. 100 34 110 4 120 7 124 124. 124 4 150 4 186 186. 186 5 190 190. 190 4 999 999. unspecified 0 Sysmiss 1580010 transport: how much spent on bus trips by household in last week 87353 2360697 0 8882 0 779 0.232558146119118 4 1 1. 1 189 1.16279065608978 10 1.39534878730774 2 1.86046516895294 2 2 50 2.0930233001709 6 2.32558131217957 41 2.55813956260681 11 2.79069757461548 9 3 21 3.25581383705139 24 3.48837208747864 15 3.72093033790588 7 4 30 4.1860466003418 22 4.65116262435913 107 4.88372087478638 15 5 5. 5 110 5.11627912521362 17 5.34883737564087 10 5.58139514923096 4 5.8139533996582 17 6 6. 6 33 6.04651165008545 12 6.2790699005127 6 6.51162767410278 12 6.74418592453003 4 6.97674417495728 119 7 76 7.44186067581177 17 7.9069766998291 6 8 8. 8 96 8.13953495025635 4 8.37209320068359 6 8.83720970153809 4 9 9. 9 88 9.30232524871826 170 9.76744174957275 1 10 10. 10 570 10.2325582504272 18 10.4651165008545 3 10.6976747512817 9 10.930233001709 2 11 11. 11 101 11.1627902984619 21 11.6279067993164 206 12 12. 12 237 12.0930233001709 11 12.3255815505981 1 12.5581398010254 3 13 119 13.0232553482056 4 13.9534883499146 122 14 14. 14 252 14.1860466003418 2 14.8837213516235 18 15 15. 15 294 15.1162786483765 5 15.581395149231 9 16 16. 16 297 16.2790699005127 110 16.5116271972656 5 16.7441864013672 18 17 136 17.2093029022217 6 17.4418601989746 11 17.6744194030762 13 18 18. 18 221 18.139533996582 8 18.6046504974365 191 19 44 19.5348834991455 4 20 20. 20 1370 20.4651165008545 3 20.930233001709 37 21 21. 21 72 21.3953495025635 4 22 22. 22 329 23 23. 23 77 23.2558135986328 318 23.7209300994873 1 24 24. 24 450 24.1860466003418 8 24.4186038970947 8 25 25. 25 229 25.1162796020508 10 25.5813961029053 18 26 26. 26 280 26.0465106964111 6 26.5116271972656 7 27 27. 27 113 27.9069766998291 168 28 28. 28 325 29 29. 29 37 29.069766998291 7 29.7674427032471 3 30 30. 30 1177 30.2325572967529 53 30.6976737976074 12 31 26 31.1627902984619 9 31.3953495025635 4 31.6279067993164 4 32 32. 32 399 32.0930213928223 8 32.5581398010254 90 33 73 33.0232543945312 11 33.4883728027344 9 33.7209320068359 16 34 34. 34 230 34.4186058044434 2 34.8837203979492 138 35 35. 35 344 36 36. 36 322 36.0465126037598 3 36.2790679931641 3 36.5116271972656 4 37 66 37.209300994873 66 38 38. 38 194 38.3720932006836 5 39 52 39.069766998291 11 39.5348854064941 21 40 40. 40 1501 40.6976737976074 10 41 39 41.860466003418 98 42 42. 42 280 43 43. 43 62 44 44. 44 303 44.1860466003418 6 44.6511611938477 4 45 45. 45 365 45.3488388061523 8 45.5813941955566 4 46 46. 46 180 46.5116271972656 486 46.9767456054688 3 47 47. 47 38 47.4418601989746 12 48 48. 48 336 48.3720932006836 10 48.8372077941894 31 49 41 49.3023262023926 16 50 50. 50 1859 50.2325592041016 10 50.6976737976074 3 50.930233001709 6 51 70 51.1627922058106 116 51.3953475952148 2 52 52. 52 180 52.0930213928223 19 52.3255805969238 10 53 53. 53 76 53.4883728027344 26 53.9534873962402 4 54 54. 54 187 54.4186058044434 6 54.6511611938477 9 55 386 55.8139533996582 212 56 56. 56 343 56.2790679931641 11 56.7441864013672 5 56.9767456054688 5 57 56 57.6744194030762 17 58 370 58.139533996582 235 58.6046524047852 6 59 137 59.069766998291 4 59.5348854064941 10 60 60. 60 2386 60.4651145935059 98 61 61. 61 51 61.3953475952148 24 62 246 62.3255805969238 19 62.5581398010254 6 62.790699005127 66 63 169 63.2558135986328 5 63.9534873962402 12 64 64. 64 228 64.1860427856445 4 64.6511611938476 5 64.8837203979492 7 65 65. 65 564 65.1162796020508 204 66 331 66.0465087890625 9 66.2790679931641 7 66.5116271972656 10 66.9767456054688 9 67 67. 67 77 67.4418640136719 55 67.9069747924805 8 68 262 68.6046524047852 6 69 59 69.0697708129883 8 69.7674407958984 507 70 70. 70 1969 70.2325592041016 5 70.9302291870117 1 71 71. 71 97 72 72. 72 337 72.0930252075195 19 72.5581359863281 14 73 87 73.4883728027344 1 74 74. 74 180 74.4186019897461 69 75 75. 75 794 75.5813980102539 1 76 76. 76 160 76.2790679931641 1 76.7441864013672 15 77 225 78 78. 78 284 79 76 79.0697708129883 5 79.5348815917969 1 79.7674407958984 12 80 80. 80 2410 80.2325592041016 6 80.9302291870117 2 81 192 81.3953475952148 132 81.860466003418 13 82 157 82.5581359863281 3 82.7906951904297 4 83 139 83.7209320068359 46 84 84. 84 286 85 512 85.5813980102539 3 86 86. 86 240 86.0465087890625 17 86.2790679931641 1 86.5116271972656 3 87 146 87.2093048095703 9 87.4418640136719 6 87.6744155883789 4 87.9069747924805 3 88 88. 88 284 88.139533996582 1 88.3720932006836 83 89 190 89.5348815917969 9 90 90. 90 1852 90.6976776123047 5 91 63 91.860466003418 4 92 92. 92 77 92.0930252075195 3 92.5581359863281 10 93 124 93.0232543945312 411 94 116 95 368 95.3488388061524 5 96 374 96.7441864013672 1 97 129 97.2093048095703 3 97.6744155883789 31 98 365 99 97 99.0697708129883 2 99.5348815917969 1 100 100. 100 4680 100.465118408203 3 101 85 102 102. 102 337 102.325584411621 48 103 56 104 104. 104 139 104.651161193848 75 105 105. 105 338 106 104 106.279067993164 1 106.976745605469 13 107 96 107.674415588379 4 107.90697479248 4 108 108. 108 190 108.372093200684 3 108.837211608887 2 109 179 109.302322387695 18 110 110. 110 1505 111 125 111.627906799316 113 112 112. 112 147 112.558135986328 3 113 52 113.953491210938 13 114 114. 114 63 115 177 116 147 116.279067993164 255 117 72 117.20930480957 8 118 68 118.604652404785 15 119 23 119.069770812988 3 120 120. 120 3266 120.930229187012 64 121 43 122 76 123 93 123.255813598633 6 124 85 124.651161193848 9 124.883720397949 4 125 125. 125 400 125.581398010254 2 126 133 127 27 127.441864013672 5 127.90697479248 34 128 128. 128 78 129 30 130 130. 130 1117 130.232559204102 45 131 50 131.162796020508 3 131.627914428711 6 132 132. 132 242 132.558135986328 10 133 35 133.953491210938 3 134 134. 134 82 134.883728027344 9 135 135. 135 202 136 136. 136 117 137 82 137.674423217773 3 138 138. 138 72 138.139541625977 8 139 47 139.534881591797 238 140 140. 140 1375 141 27 142 142. 142 49 143 36 143.255813598633 3 144 144. 144 198 144.186050415039 9 145 145. 145 174 145.116271972656 12 146 117 146.511627197266 14 147 47 148 148. 148 75 148.837203979492 7 149 68 150 150. 150 3091 150.697677612305 1 151 39 151.162796020508 12 151.395355224609 2 151.627914428711 4 152 102 153 33 153.488372802734 2 154 100 154.651168823242 10 155 155. 155 154 155.813949584961 8 156 156. 156 165 157 157. 157 37 158 87 158.139541625977 29 159 37 159.534881591797 12 160 160. 160 1279 160.465118408203 8 161 37 162 74 162.79069519043 20 163 44 164 19 164.651168823242 4 165 165. 165 123 166 36 167 35 167.441864013672 4 167.906982421875 6 168 168. 168 103 169 34 170 170. 170 627 171 12 172 172. 172 54 173 38 174 39 174.418609619141 54 175 175. 175 184 176 113 176.744186401367 6 177 38 178 62 179 19 180 180. 180 1690 181 8 182 64 183 3 184 36 184.186050415039 7 185 132 186 65 186.046508789062 60 187 53 188 64 189 32 190 190. 190 386 190.697677612305 7 191 11 191.627914428711 4 192 192. 192 112 193 9 194 31 194.418609619141 8 195 195. 195 78 195.348831176758 9 196 196. 196 63 196.744186401367 1 197 31 197.674423217773 1 198 51 199 14 200 200. 200 3143 202 202. 202 42 203 31 204 204. 204 58 205 51 206 11 207 47 208 208. 208 18 209 18 209.302322387695 39 210 210. 210 479 211 9 212 212. 212 23 212.093017578125 5 213 6 213.953491210938 11 214 5 215 71 216 216. 216 56 217 23 217.674423217773 2 218 218. 218 36 219 219. 219 14 220 220. 220 894 221 221. 221 7 222 15 223 18 223.255813598633 12 224 224. 224 37 225 225. 225 95 225.116271972656 2 226 2 227 8 228 8 229 6 230 230. 230 222 231 24 232 232. 232 36 232.558135986328 79 233 23 234 234. 234 32 235 235. 235 28 236 49 237 2 238 11 239 6 240 240. 240 808 241 19 242 242. 242 32 243 12 244 244. 244 27 244.186050415039 6 245 245. 245 34 246 34 247 8 248 248. 248 41 249 8 250 250. 250 1404 251 23 251.162796020508 4 252 252. 252 35 253 14 254 254. 254 4 255 36 255.813949584961 7 256 256. 256 6 257 8 258 13 259 11 260 260. 260 408 261 16 262 25 263 23 264 264. 264 51 265 36 265.116271972656 5 266 7 267.441864013672 6 268 268. 268 13 268.604644775391 5 269 269. 269 8 270 270. 270 277 271 5 272 272. 272 21 273 17 274 23 274.418609619141 5 275 275. 275 36 276 276. 276 5 277 14 278 278. 278 4 279 279. 279 9 279.069763183594 44 280 280. 280 541 281 7 282 14 284 284. 284 0 285 285. 285 22 286 286. 286 15 287 22 288 288. 288 66 289 3 290 290. 290 101 292 292. 292 11 293 5 294 36 295 295. 295 28 296 1 297 297. 297 0 298 13 300 300. 300 1688 301 301. 301 10 302 302. 302 30 302.325592041016 5 304 9 305 305. 305 5 306 13 307 4 308 23 310 310. 310 103 312 312. 312 14 313.953491210938 6 314 17 315 15 315.348846435547 4 316 316. 316 0 318 5 320 320. 320 400 324 6 325 325. 325 7 325.581390380859 17 326 4 327 29 328 328. 328 10 330 330. 330 83 333 2 335 9 336 15 340 340. 340 161 341 3 342 342. 342 0 343 343. 343 0 344 344. 344 0 345 345. 345 13 346 5 348 348. 348 9 348.837219238281 20 350 350. 350 625 351 6 352 352. 352 6 355 355. 355 5 356 356. 356 25 357 4 358 10 360 360. 360 360 362 4 364 9 365 5 368 368. 368 0 369 5 370 370. 370 69 371 371. 371 0 372 372. 372 5 372.093017578125 3 374 7 375 375. 375 27 376 376. 376 3 377 377. 377 0 378 378. 378 0 379 379. 379 0 380 380. 380 239 382 5 384 25 385 385. 385 9 390 390. 390 65 392 1 393 7 394 10 395 395. 395 0 395.348846435547 5 396 396. 396 6 398 398. 398 0 399 8 400 400. 400 919 404 5 405 15 406 25 409 3 410 410. 410 63 412 13 416 416. 416 0 418 418. 418 0 420 420. 420 144 421 2 422 4 425 7 426 426. 426 0 428 428. 428 0 430 430. 430 59 432 432. 432 14 433 5 436 15 438 12 440 440. 440 83 442 5 444 4 448 8 450 450. 450 333 455 10 456 1 457 457. 457 0 458 3 460 460. 460 97 462 1 463 463. 463 0 464 464. 464 0 465 7 466 466. 466 0 468 468. 468 0 468.372100830078 6 470 470. 470 45 475 13 480 480. 480 187 484 484. 484 0 485 8 490 490. 490 18 492 17 494 7 500 500. 500 560 504 504. 504 0 506 5 510 510. 510 4 512 512. 512 0 520 520. 520 81 522 8 525 7 528 16 529 10 530 530. 530 20 531 6 536 536. 536 0 537 537. 537 0 540 540. 540 44 541 5 544 5 545 5 548 548. 548 0 550 550. 550 90 552 1 555 5 556 20 560 560. 560 117 564 564. 564 0 566 566. 566 0 570 570. 570 14 575 10 576 576. 576 0 580 580. 580 34 588 26 590 24 592 592. 592 0 594 594. 594 0 600 600. 600 360 603 1 609 6 610 13 612 15 613 4 616 616. 616 0 620 620. 620 26 624 624. 624 0 625 4 630 630. 630 11 640 640. 640 49 648 648. 648 0 650 650. 650 45 651 651. 651 0 652 652. 652 0 660 660. 660 5 665 665. 665 0 666 5 670 670. 670 9 680 680. 680 36 686 686. 686 0 690 690. 690 0 692 9 694 6 697 7 700 700. 700 129 708 708. 708 0 710 8 720 720. 720 25 722 722. 722 0 730 8 737 6 740 2 750 750. 750 52 760 760. 760 15 780 8 783 1 785 8 789 5 790 11 792 792. 792 0 796 5 800 800. 800 176 810 5 820 820. 820 7 824 824. 824 0 827 3 836 836. 836 0 840 840. 840 20 846 846. 846 0 850 850. 850 11 856 10 860 860. 860 18 877 2 880 3 884 9 888 71 900 900. 900 69 912 912. 912 2 920 920. 920 3 936 936. 936 0 950 7 960 960. 960 0 968 968. 968 0 980 5 990 2 999 57 1000 1000. 1000 88 1040 3 1050 1050. 1050 13 1055 4 1060 4 1080 1080. 1080 3 1100 1100. 1100 8 1108 1 1111 7 1130 8 1137 3 1140 1140. 1140 4 1150 1150. 1150 0 1155 1155. 1155 0 1180 1180. 1180 7 1200 1200. 1200 63 1210 4 1260 1 1300 1300. 1300 11 1310 7 1320 6 1325 10 1344 1 1350 1350. 1350 4 1356 1356. 1356 0 1400 1400. 1400 23 1440 4 1480 2 1500 1500. 1500 27 1600 1600. 1600 2 1650 4 1700 1700. 1700 0 1710 5 1718 2 1800 10 1850 4 1900 3 1920 14 2000 15 2014 2014. 2014 0 2100 2 2200 8 2220 10 2888 7 3000 8 3480 6 3500 2 3888 41 4500 3 8388 7 8588 5 8858 13 8880 4 8882 18 8888 8888. not applicable 0 9999 9999. unspecified 0 Sysmiss 2360697 transport: distance to nearest bus stop in km 154807 2293243 0 380 0 0. 0 72345 1 1. 1 10477 2 2. 2 2654 3 3. 3 878 4 4. 4 176 5 5. 5 339 6 6. 6 170 7 7. 7 34 8 96 9 23 10 10. 10 235 11 11. 11 16 12 12. 12 21 13 14 14 5 15 15. 15 91 16 6 18 20 19 6 20 20. 20 62 21 18 22 22. 22 6 23 23. 23 15 25 25. 25 88 27 27. 27 10 28 6 30 30. 30 9 33 33. 33 9 35 35. 35 7 40 40. 40 45 44 44. 44 7 50 50. 50 9 60 60. 60 11 70 70. 70 3 75 75. 75 4 80 80. 80 9 88 66860 90 90. 90 3 128 128. 128 4 140 140. 140 8 220 220. 220 6 380 380. 380 2 8888 8888. not applicable 0 9999 9999. unspecified 0 Sysmiss 2293243 transport: total number train trips taken by households in last week 851161 1596889 0 100 0 0. 0 816282 1 1. 1 1133 2 2. 2 2375 3 3. 3 285 4 4. 4 1119 5 5. 5 1471 6 6. 6 3787 7 7. 7 237 8 8. 8 983 9 9. 9 176 10 10. 10 15488 11 11. 11 67 12 12. 12 1928 13 13. 13 49 14 14. 14 902 15 15. 15 142 16 16. 16 244 17 17. 17 40 18 18. 18 64 19 12 20 20. 20 2648 21 21. 21 5 22 22. 22 235 23 23. 23 4 24 24. 24 182 25 29 26 46 28 28. 28 85 30 30. 30 627 31 31. 31 11 32 26 34 19 35 7 36 36. 36 21 38 12 40 40. 40 232 42 42. 42 6 44 4 45 4 46 3 48 18 50 49 54 4 56 5 57 3 58 1 60 14 61 61. 61 6 63 6 65 4 68 3 70 4 75 7 77 5 80 80. 80 7 82 3 85 3 87 3 88 5 90 10 100 11 999 999. unspecified 0 Sysmiss 1596889 transport: how much spent on train trips by household in last week 29825 2418225 0 8388 0 681 0.232558146119118 3 0.465116292238236 4 1 1. 1 96 1.16279065608978 2 1.39534878730774 1 1.6279069185257 8 1.86046516895294 8 2 2. 2 29 2.0930233001709 3 2.32558131217957 8 2.55813956260681 12 2.79069757461548 6 3 11 3.02325582504272 10 3.25581383705139 1 3.48837208747864 20 3.95348834991455 14 4 10 4.1860466003418 1 4.65116262435913 63 5 5. 5 49 5.11627912521362 6 5.34883737564087 4 5.58139514923096 8 5.8139533996582 35 6 6. 6 22 6.04651165008545 15 6.2790699005127 19 6.51162767410278 13 6.97674417495728 42 7 7. 7 80 7.9069766998291 5 8 8. 8 71 8.13953495025635 4 9 9. 9 31 9.06976699829102 7 9.30232524871826 54 9.76744174957275 3 10 10. 10 195 10.4651165008545 1 10.6976747512817 4 11 11. 11 118 11.6279067993164 142 12 12. 12 122 12.5581398010254 13 12.7906980514526 8 13 13. 13 76 13.0232553482056 1 13.2558135986328 3 13.9534883499146 107 14 14. 14 180 14.8837213516235 18 15 15. 15 199 15.1162786483765 4 15.3488368988037 1 15.8139533996582 4 16 116 16.2790699005127 118 16.5116271972656 1 16.7441864013672 8 17 17. 17 81 17.2093029022217 54 17.4418601989746 18 17.6744194030762 30 18 18. 18 128 18.139533996582 7 18.6046504974365 235 19 24 19.5348834991455 11 19.7674427032471 4 20 20. 20 344 20.4651165008545 44 20.6976737976074 2 20.930233001709 334 21 56 21.3953495025635 7 21.860466003418 13 22 22. 22 101 22.0930233001709 13 22.3255805969238 8 22.5581398010254 19 22.7906970977783 16 23 23. 23 79 23.2558135986328 274 23.7209300994873 58 24 24. 24 88 24.4186038970947 3 25 25. 25 186 25.1162796020508 10 25.5813961029053 14 26 26. 26 91 26.0465106964111 10 27 27. 27 124 27.9069766998291 119 28 28. 28 137 28.139533996582 4 28.8372097015381 8 29 63 29.069766998291 20 29.5348834991455 4 29.7674427032471 41 30 30. 30 711 30.2325572967529 24 30.6976737976074 3 31 28 31.3953495025635 4 31.6279067993164 4 32 177 32.0930213928223 4 32.5581398010254 33 33 726 34 34. 34 176 34.4186058044434 15 34.8837203979492 76 35 35. 35 511 35.3488388061523 12 35.8139533996582 4 36 291 37 82 37.209300994873 34 38 324 39 39. 39 332 39.5348854064941 5 40 40. 40 1074 40.930233001709 3 41 63 41.860466003418 95 42 42. 42 351 43 87 43.7209320068359 5 44 110 44.1860466003418 9 45 45. 45 933 45.1162796020508 1 46 46. 46 188 46.0465126037598 9 46.5116271972656 178 46.9767456054688 3 47 182 48 359 48.139533996582 7 48.3720932006836 9 48.8372077941894 27 49 213 50 50. 50 1411 50.2325592041016 5 50.4651145935059 7 51 17 51.1627922058106 23 52 283 52.0930213928223 3 53 45 54 54. 54 107 55 55. 55 566 55.8139533996582 42 56 56. 56 161 57 57. 57 96 58 161 58.139533996582 47 59 116 59.5348854064941 8 60 60. 60 1222 60.4651145935059 19 60.930233001709 10 61 29 62 34 62.3255805969238 11 62.790699005127 25 63 101 63.9534873962402 2 64 64. 64 70 65 65. 65 305 65.1162796020508 9 66 66. 66 207 66.9767456054688 6 67 10 67.6744155883789 9 68 68. 68 100 69 74 69.7674407958984 78 70 70. 70 552 71 71. 71 20 72 72. 72 93 73 22 73.2558135986328 6 74 74. 74 73 74.4186019897461 11 75 75. 75 306 76 76. 76 30 76.2790679931641 2 76.7441864013672 1 77 28 77.6744155883789 8 78 78. 78 168 79 16 80 80. 80 745 81 11 81.3953475952148 8 81.860466003418 7 82 38 83 33 83.7209320068359 8 84 84. 84 85 85 85. 85 119 86 86. 86 66 86.0465087890625 7 87 56 87.2093048095703 3 88 88. 88 94 88.3720932006836 16 89 89. 89 24 90 90. 90 507 91 13 92 92. 92 26 93 4 93.0232543945312 83 93.9534912109375 4 94 94. 94 24 95 95. 95 51 96 96. 96 42 97 97. 97 21 98 98. 98 115 99 65 100 100. 100 1073 101 7 102 102. 102 45 102.325584411621 5 103 4 104 51 104.651161193848 20 105 105. 105 99 106 19 106.976745605469 8 107 7 108 108. 108 26 109 18 110 110. 110 289 111 2 112 112. 112 47 113 24 114 30 115 39 116 13 116.279067993164 16 117 47 118 16 119 4 120 120. 120 688 120.930229187012 3 121 121. 121 1 122 18 123 22 124 124. 124 7 125 125. 125 60 126 42 127 127. 127 10 128 128. 128 35 129 10 130 130. 130 206 130.232559204102 13 131 2 132 132. 132 24 133 4 134 10 135 135. 135 100 136 136. 136 19 138 138. 138 12 139 6 139.534881591797 2 140 140. 140 245 141 5 142 39 144 11 145 58 146 6 147 16 148 148. 148 12 148.837203979492 3 149 17 150 150. 150 513 152 152. 152 1 153 8 154 154. 154 4 155 64 156 23 157 4 158 7 160 160. 160 214 161 1 162.79069519043 5 164 12 165 29 168 36 170 170. 170 115 172 12 175 46 176 176. 176 0 178 11 180 180. 180 324 183 13 185 14 186 11 186.046508789062 6 188 188. 188 18 189 4 190 190. 190 93 192 18 194 194. 194 0 195 6 196 4 198 198. 198 32 199 3 200 200. 200 456 202 202. 202 0 207 207. 207 5 208 208. 208 22 210 210. 210 82 212 5 215 6 216 216. 216 3 217 217. 217 0 220 220. 220 100 222 2 224 224. 224 11 225 8 228 4 230 37 232 1 234 5 235 3 237 5 238 3 240 240. 240 69 248 6 250 250. 250 159 252 3 255 12 256 256. 256 0 260 260. 260 27 261 5 262 262. 262 0 265 6 268 268. 268 0 270 270. 270 55 274 2 275 275. 275 14 278 5 280 280. 280 84 284 3 288 288. 288 0 290 7 291 291. 291 0 296 10 300 300. 300 193 302 6 305 6 310 7 312 7 315 315. 315 0 320 320. 320 44 325 7 328 328. 328 0 330 330. 330 7 334 334. 334 0 340 22 350 350. 350 67 352 352. 352 0 360 360. 360 45 370 370. 370 5 375 375. 375 7 380 380. 380 43 381 6 396 3 400 400. 400 119 404 404. 404 0 420 10 428 2 430 5 435 6 440 440. 440 3 450 450. 450 37 458 2 460 460. 460 16 462 6 470 2 480 31 488 4 490 10 500 500. 500 54 505 4 510 3 520 520. 520 4 530 4 550 7 560 560. 560 14 583 2 600 600. 600 57 602 2 610 1 620 3 630 1 640 640. 640 15 650 6 700 700. 700 13 713 6 738 4 750 14 770 5 800 800. 800 9 882 7 888 1 999 3 1000 10 1111 7 1200 9 1250 5 1351 4 1400 4 1417 1 1500 6 1640 5 1850 1 3500 7 3882 2 3888 7 8162 4 8388 3 8888 8888. not applicable 0 9999 9999. unspecified 0 Sysmiss 2418225 transport: distance to nearest train station in km 95937 2352113 0 886 0 0. 0 12496 1 1. 1 4178 2 2. 2 3326 3 3. 3 1922 4 4. 4 1007 5 5. 5 1055 6 6. 6 441 7 7. 7 235 8 8. 8 257 9 9. 9 69 10 10. 10 475 11 11. 11 22 12 12. 12 69 13 13. 13 56 14 14. 14 29 15 15. 15 159 16 16. 16 33 17 17. 17 41 18 13 19 19. 19 14 20 20. 20 123 22 11 23 8 25 25. 25 21 26 7 27 3 28 4 30 30. 30 52 34 3 35 10 36 6 39 39. 39 4 40 40. 40 24 41 41. 41 5 43 2 44 5 45 45. 45 13 46 1 48 3 50 9 55 5 58 58. 58 7 60 60. 60 13 61 9 70 70. 70 15 71 71. 71 2 88 69551 100 100. 100 4 113 113. 113 4 115 115. 115 3 120 120. 120 6 128 128. 128 4 140 140. 140 7 151 151. 151 3 180 180. 180 15 200 200. 200 1 210 210. 210 2 288 2 380 380. 380 2 388 32 390 6 400 400. 400 2 808 7 828 11 881 5 882 2 886 6 8888 8888. not applicable 0 9999 9999. unspecified 0 Sysmiss 2352113 transport: total number taxi trips taken by households in last week 984877 1463173 0 310 0 0. 0 480720 1 1. 1 23601 2 2. 2 110572 3 3. 3 8989 4 4. 4 54026 5 5. 5 19424 6 6. 6 31580 7 7. 7 3823 8 8. 8 15008 9 9. 9 808 10 10. 10 122779 11 11. 11 842 12 12. 12 24841 13 13. 13 606 14 14. 14 13454 15 15. 15 2031 16 16. 16 5355 17 17. 17 327 18 18. 18 2763 19 19. 19 191 20 20. 20 32259 21 21. 21 315 22 22. 22 3814 23 128 24 24. 24 3818 25 25. 25 443 26 26. 26 1377 27 27. 27 68 28 28. 28 1731 29 29. 29 69 30 30. 30 9123 31 31. 31 29 32 32. 32 924 33 33. 33 92 34 34. 34 601 35 35. 35 92 36 36. 36 828 37 37. 37 32 38 38. 38 218 39 39. 39 17 40 40. 40 3130 41 41. 41 17 42 42. 42 395 43 14 44 44. 44 192 45 45. 45 75 46 46. 46 206 47 13 48 48. 48 261 49 14 50 50. 50 790 51 1 52 52. 52 130 53 9 54 54. 54 48 55 4 56 56. 56 94 57 1 58 58. 58 28 60 60. 60 504 61 61. 61 15 62 62. 62 30 63 17 64 64. 64 65 65 2 66 66. 66 38 68 68. 68 22 70 70. 70 133 71 71. 71 6 72 72. 72 38 73 3 74 18 75 10 76 5 77 11 78 78. 78 13 79 2 80 80. 80 288 81 11 82 82. 82 32 84 30 85 17 86 18 88 53 89 89. 89 10 90 90. 90 42 92 10 94 5 96 96. 96 30 97 3 98 98. 98 12 100 100. 100 148 102 102. 102 1 105 105. 105 5 108 108. 108 5 110 8 112 112. 112 4 120 120. 120 26 124 124. 124 14 140 3 144 144. 144 5 162 6 200 200. 200 1 220 220. 220 1 248 248. 248 10 280 5 310 310. 310 2 999 999. unspecified 0 Sysmiss 1463173 transport: how much spent on taxi trips by household in last week 493170 1954880 0 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 0 400 0 0. 0 404622 1 1. 1 49506 2 2. 2 10663 3 3. 3 2830 4 4. 4 898 5 5. 5 1658 6 6. 6 1012 7 7. 7 269 8 8. 8 430 9 202 10 10. 10 1082 11 85 12 12. 12 195 13 13. 13 61 14 69 15 15. 15 853 16 16. 16 52 17 17. 17 30 18 62 19 65 20 20. 20 400 21 21. 21 53 22 45 23 23. 23 25 24 72 25 25. 25 482 30 30. 30 25 32 32. 32 2 33 33. 33 9 35 35. 35 16 40 40. 40 13 41 4 44 44. 44 7 45 45. 45 15 50 50. 50 6 60 60. 60 14 70 70. 70 3 73 8 88 44192 99 3 100 100. 100 8 160 160. 160 5 250 250. 250 2 252 3 288 288. 288 17 400 400. 400 4 8888 8888. not applicable 0 9999 9999. unspecified 0 Sysmiss 1927973 household identifier 2448050 0 person number in household 2448050 0 1 46 3.217 2.309 year 2448050 0 1995 2024 2008.462 8.36 household income monthly rand amount: total, with imputations 1309164 1138886 0 1569500 8053.621 18913.037 real household income monthly rand amount: total (dec 2023 rands), with imputati 1309164 1138886 0 1657458.625 11433.751 25014.425 hh income component: household earnings income with zeroes + missings imputed, m 2244367 203683 0 1657458.625 8312.877 22261.688 earnings: earnings bracket 2002-2018 1341679 1106371 0 99 0 11 1 r0 5869 2 r1 - r200 2273 3 r201 - r500 3770 4 r501 - r1 000 5725 5 r1 001 - r1 500 6238 6 r1 501 - r2 500 9415 7 r 2501 - r3 500 8983 8 r3 501 - r4 500 8532 9 r4 501 - r6 000 9871 10 r6 001 - r8 000 9063 11 r8 001 - r11 000 9779 12 r11 001 - r16 000 9300 13 16 001 - r30 000 7906 14 r30 001 or more 4040 15 don't know 23905 16 refuse 19815 31 4 88 1056000 99 141180 Sysmiss 1106371 earnings: earnings bracket 2019-2021 138621 2309429 1 88 1 r1 - r200 160 2 r201 - r500 258 3 r501 - r1 000 410 4 r1 001 - r1 500 504 5 r1 501 - r2 500 871 6 r 2501 - r3 500 983 7 r3 501 - r4 500 1026 8 r4 501 - r6 000 944 9 r6 001 - r8 000 899 10 r8 001 - r11 000 971 11 r11 001 - r16 000 1047 12 16 001 - r30 000 1456 13 r30 001 or more 664 14 don't know 4551 15 refuse 3475 88 120402 Sysmiss 2309429 earnings: earnings bracket 2022-2024 207758 2240292 1 88 1 r1 - r200 260 2 r201 - r500 407 3 r501 - r1 000 685 4 r1 001 - r1 500 809 5 r1 501 - r2 500 1397 6 r 2501 - r3 500 1640 7 r3 501 - r4 500 1911 8 r4 501 - r6 000 2235 9 r6 001 - r8 000 1850 10 r8 001 - r11 000 1620 11 r11 001 - r16 000 1739 12 16 001 - r30 000 2759 13 r30 001 - r37 500 732 14 r37 501 - r54 167 437 15 r54 168 - r62 500 182 16 r62 501 - r70 800 83 17 r70 801 - r83 300 131 18 r83 301 or more 164 19 don't know 5382 20 refuse 4651 88 178684 Sysmiss 2240292 earnings: nominal monthly earnings 353001 2095049 0 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 0 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