zaf-gcro-qols-2020-2021-v1 DataFirst 2022-09-09 Nesstar Publisher Version 3 Quality of Life Survey 2020-2021 Round 6 QOLS 2020-2021 zaf-gcro-qols-2020-2021-v1 University of Johannesburg University of the Witwatersrand Gauteng Provincial Government South African Local Government Association (SALGA) Nesstar Publisher Gauteng Provincial Government City of Ekurhuleni City of Johannesburg City of Tshwane DataFirst Helpdesk Household Survey [hh] v1: Edited, anonymised dataset shared under a CC-BY attribution-only license This dataset is from the Gauteng City-Region Observatory which is a partnership between the University of Johannesburg, the University of the Witwatersrand, the Gauteng Provincial Government and several Gauteng municipalities. The GCRO has conducted previous Quality of Life Surveys in 2009 (Round 1), 2011 (Round 2), 2013-2014 (Round 3) and 2015-2016 (Round 4), and 2017-2018 (Round 5). Round 6 was conducted in 2020-2021 and is the latest round of the survey. South Africa The survey covers the Gauteng province in South Africa. The lowest level of geographic aggregation in the data is regional municipality Households and individuals The survey covers all adult residence in Gauteng province, South Africa. Sample survey data The Gauteng City-Region Observatory's Quality of Life Survey collects data on demographic details of the enumerated population (population group, gender, age, language) and on housing (dwelling type, tenure, satisfaction with dwelling, perceived quality of housing and housing allocation) as well as household services (water, sanitation, refuse, energy sources). Data was also collected on migration, health (including disability), education and employment (including employment sector). Data on community services and amenities was also collected, and on transport, leisure activities and safety and crime. Financial data was collected (including on debts, income, and social grants) and data on household assets. Data on public participation and governance was also collected during the survey. Finally, the survey collected data on the perceived personal well-being and quality of life of respondents. GeoSpace International Face-to-face [f2f] DataFirst Gauteng City-Region Observatory (GCRO). Quality of Life Survey 2020-2021 [dataset]. Round 6. Version 1. Johannesburg: GCRO [producer], 2021. Cape Town: DataFirst [distributor], 2022. DOI: https://doi.org/10.25828/wemz-vf31 Public access data for use under a Creative Commons CC-BY (Attribution-only) License qols-2020-2021-new-weights.NSDstat 13617 330 Nesstar 200801 qols-2020-2021-new-weights-restricted.NSDstat 13617 373 Nesstar 200801 V1 13617 0 V2 13617 0 01 Apr 21 17 01 Dec 20 77 01 Feb 21 56 01 Mar 21 63 01 May 21 29 01 Nov 20 128 02 Apr 21 22 02 Dec 20 99 02 Feb 21 63 02 Mar 21 56 02 May 21 32 02 Nov 20 198 03 Apr 21 35 03 Dec 20 87 03 Feb 21 116 03 Mar 21 77 03 May 21 43 03 Nov 20 201 04 Apr 21 25 04 Dec 20 114 04 Feb 21 126 04 Mar 21 70 04 May 21 44 04 Nov 20 189 05 Apr 21 27 05 Dec 20 97 05 Feb 21 117 05 Mar 21 73 05 May 21 47 05 Nov 20 155 06 Apr 21 20 06 Dec 20 108 06 Feb 21 110 06 Mar 21 65 06 May 21 40 06 Nov 20 161 06 Oct 20 17 07 Apr 21 23 07 Dec 20 116 07 Feb 21 107 07 Mar 21 90 07 May 21 43 07 Nov 20 171 07 Oct 20 13 08 Apr 21 38 08 Dec 20 97 08 Feb 21 71 08 Mar 21 75 08 May 21 40 08 Nov 20 143 08 Oct 20 18 09 Apr 21 48 09 Dec 20 104 09 Feb 21 56 09 Mar 21 92 09 May 21 32 09 Nov 20 167 09 Oct 20 14 10 Apr 21 34 10 Dec 20 67 10 Feb 21 43 10 Mar 21 91 10 May 21 24 10 Nov 20 153 10 Oct 20 14 11 Apr 21 36 11 Dec 20 94 11 Feb 21 45 11 Mar 21 76 11 May 21 29 11 Nov 20 177 11 Oct 20 8 12 Apr 21 39 12 Dec 20 39 12 Feb 21 95 12 Jan 21 52 12 Mar 21 47 12 May 21 37 12 Nov 20 186 12 Oct 20 6 13 Apr 21 36 13 Dec 20 67 13 Feb 21 75 13 Jan 21 69 13 Mar 21 65 13 May 21 28 13 Nov 20 186 13 Oct 20 17 14 Apr 21 53 14 Dec 20 71 14 Feb 21 92 14 Jan 21 65 14 Mar 21 50 14 May 21 24 14 Nov 20 152 14 Oct 20 8 15 Apr 21 39 15 Dec 20 118 15 Feb 21 57 15 Jan 21 80 15 Mar 21 38 15 May 21 29 15 Nov 20 165 16 Apr 21 36 16 Dec 20 82 16 Feb 21 53 16 Jan 21 78 16 Mar 21 46 16 May 21 15 16 Nov 20 96 17 Apr 21 36 17 Dec 20 52 17 Feb 21 61 17 Jan 21 80 17 Mar 21 17 17 May 21 20 17 Nov 20 140 18 Apr 21 34 18 Dec 20 8 18 Feb 21 58 18 Jan 21 65 18 Mar 21 47 18 May 21 35 18 Nov 20 109 19 Apr 21 31 19 Dec 20 16 19 Feb 21 76 19 Jan 21 99 19 Mar 21 33 19 May 21 25 19 Nov 20 118 19 Oct 20 4 20 Apr 21 51 20 Dec 20 10 20 Feb 21 83 20 Jan 21 108 20 Mar 21 41 20 May 21 24 20 Nov 20 123 20 Oct 20 3 21 Apr 21 42 21 Dec 20 1 21 Feb 21 58 21 Jan 21 99 21 Mar 21 58 21 May 21 25 21 Nov 20 123 21 Oct 20 3 22 Apr 21 44 22 Feb 21 36 22 Jan 21 83 22 Mar 21 39 22 May 21 20 22 Nov 20 46 22 Oct 20 8 23 Apr 21 44 23 Feb 21 72 23 Jan 21 94 23 Mar 21 27 23 May 21 23 23 Nov 20 118 23 Oct 20 6 24 Apr 21 41 24 Feb 21 80 24 Jan 21 74 24 Mar 21 11 24 May 21 29 24 Nov 20 88 24 Oct 20 29 25 Apr 21 44 25 Feb 21 74 25 Jan 21 91 25 Mar 21 17 25 May 21 37 25 Nov 20 110 25 Oct 20 18 26 Apr 21 42 26 Feb 21 57 26 Jan 21 94 26 Mar 21 28 26 May 21 28 26 Nov 20 99 26 Oct 20 1 27 Apr 21 43 27 Feb 21 84 27 Jan 21 124 27 Mar 21 48 27 May 21 1 27 Nov 20 103 27 Oct 20 92 28 Apr 21 43 28 Feb 21 56 28 Jan 21 69 28 Mar 21 35 28 Nov 20 97 28 Oct 20 152 29 Apr 21 38 29 Jan 21 51 29 Mar 21 18 29 Nov 20 117 29 Oct 20 115 30 Apr 21 25 30 Jan 21 51 30 Mar 21 31 30 Nov 20 85 30 Oct 20 182 31 Jan 21 53 31 Mar 21 27 31 Oct 20 164 interview_date 1 V3 13617 0 Apr 2021 1086 Date_month 1 Dec 2020 1524 Feb 2021 2077 Jan 2021 1579 Mar 2021 1551 May 2021 803 Nov 2020 4104 Oct 2020 892 V4 13617 0 City of Ekurhuleni 2963 City of Johannesburg 3545 City of Tshwane 2810 District_municipality 1 Sedibeng 2160 West Rand 2138 V5 13617 0 City of Ekurhuleni 2963 City of Johannesburg 3545 City of Tshwane 2810 Emfuleni 907 Lesedi 647 Merafong 631 Midvaal 606 Mogale City 792 Rand West 715 municipality_coded 1 V6 13617 0 Ekurhuleni_A 393 Ekurhuleni_B 651 Ekurhuleni_C 356 Ekurhuleni_D 191 Ekurhuleni_E 468 Ekurhuleni_F 904 Emfuleni 907 Johannesburg_A 391 Johannesburg_B 324 Johannesburg_C 480 Johannesburg_D 996 Johannesburg_E 423 Johannesburg_F 497 Johannesburg_G 434 Lesedi 647 Merafong City 631 Midvaal 606 Mogale City 792 Planning_region 1 Rand West 715 Tshwane_1 729 Tshwane_2 318 Tshwane_3 630 Tshwane_4 327 Tshwane_5 79 Tshwane_6 624 Tshwane_7 103 V7 13617 0 EKU_A 393 EKU_B 651 EKU_C 356 EKU_D 191 EKU_E 468 EKU_F 904 GT421 907 GT422 606 GT423 647 GT481 792 GT484 631 GT485 715 JHB_A 391 JHB_B 324 JHB_C 480 JHB_D 996 JHB_E 423 JHB_F 497 JHB_G 434 Planning_region_code 1 TSH_1 729 TSH_2 318 TSH_3 630 TSH_4 327 TSH_5 79 TSH_6 624 TSH_7 103 V8 13617 0 74201001 20 74201002 20 74201003 20 74201004 20 74201005 24 74201006 20 74201007 22 74201008 20 74201009 20 74201010 20 74201011 20 74201012 20 74201013 20 74201014 20 74201015 21 74201016 20 74201017 20 74201018 20 74201019 20 74201020 20 74201021 20 74201022 20 74201023 20 74201024 20 74201025 20 74201026 20 74201027 20 74201028 20 74201029 20 74201030 19 74201031 20 74201032 21 74201033 20 74201034 20 74201035 20 74201036 20 74201037 20 74201038 20 74201039 20 74201040 20 74201041 20 74201042 20 74201043 20 74201044 20 74201045 20 74202001 40 74202002 40 74202003 40 74202004 40 74202005 42 74202006 40 74202007 40 74202008 40 74202009 40 74202010 40 74202011 41 74202012 40 74202013 42 74202014 40 74202015 41 74203001 49 74203002 48 74203003 48 74203004 49 74203005 48 74203006 48 74203007 52 74203008 49 74203009 48 74203010 64 74203011 48 74203012 49 74203013 47 74205001 22 74205002 20 74205003 20 74205004 20 74205005 20 74205006 20 74205007 20 74205008 22 74205009 20 74205010 20 74205011 20 74205012 20 74205013 21 74205014 20 74205015 20 74205016 20 74205017 20 74205018 20 74205019 20 74205020 20 74205021 21 74205022 20 74205023 22 74205024 20 74205025 20 74205026 21 74205027 20 74205028 23 74205029 20 74205030 23 74205031 20 74205032 20 74205033 20 74205034 20 74205035 20 74801001 20 74801002 20 74801003 20 74801004 20 74801005 20 74801006 20 74801007 20 74801008 20 74801009 20 74801010 20 74801011 20 74801012 20 74801013 20 74801014 20 74801015 20 74801016 20 74801017 22 74801018 20 74801019 20 74801020 20 74801021 20 74801022 20 74801023 20 74801024 20 74801025 20 74801026 24 74801027 20 74801028 20 74801029 26 74801030 20 74801031 20 74801032 20 74801033 20 74801034 20 74801035 20 74801036 20 74801037 20 74801038 20 74801039 20 74804001 22 74804002 22 74804003 22 74804004 22 74804005 22 74804006 22 74804007 22 74804008 23 74804009 22 74804010 22 74804011 22 74804012 22 74804013 22 74804014 26 74804015 22 74804016 22 74804017 22 74804018 22 74804019 21 74804020 22 74804021 30 74804022 25 74804023 22 74804024 22 74804025 22 74804026 22 74804027 22 74804028 22 79700001 26 79700002 26 79700003 26 79700004 26 79700005 26 79700006 26 79700007 26 79700008 26 79700009 27 79700010 26 79700011 26 79700012 26 79700013 26 79700014 26 79700015 28 79700016 35 79700017 26 79700018 26 79700019 26 79700020 32 79700021 26 79700022 26 79700023 26 79700024 26 79700025 25 79700026 25 79700027 26 79700028 26 79700029 26 79700030 26 79700031 31 79700032 26 79700033 27 79700034 26 79700035 26 79700036 26 79700037 26 79700038 26 79700039 30 79700040 26 79700041 26 79700042 26 79700043 26 79700044 26 79700045 26 79700046 26 79700047 26 79700048 26 79700049 27 79700050 26 79700051 26 79700052 26 79700053 26 79700054 30 79700055 26 79700056 25 79700057 26 79700058 26 79700059 26 79700060 26 79700061 26 79700062 27 79700063 27 79700064 26 79700065 26 79700066 27 79700067 26 79700068 26 79700069 27 79700070 26 79700071 26 79700072 26 79700073 26 79700074 26 79700075 27 79700076 26 79700077 26 79700078 26 79700079 26 79700080 27 79700081 27 79700082 26 79700083 26 79700084 26 79700085 28 79700086 26 79700087 26 79700088 26 79700089 26 79700090 26 79700091 26 79700092 27 79700093 26 79700094 26 79700095 26 79700096 26 79700097 26 79700098 26 79700099 26 79700100 26 79700101 26 79700102 26 79700103 26 79700104 33 79700105 26 79700106 29 79700107 26 79700108 26 79700109 27 79700110 26 79700111 26 79700112 26 79800001 26 79800002 26 79800003 26 79800004 26 79800005 26 79800006 26 79800007 26 79800008 26 79800009 26 79800010 26 79800011 26 79800012 26 79800013 28 79800014 26 79800015 26 79800016 26 79800017 26 79800018 26 79800019 26 79800020 26 79800021 26 79800022 26 79800023 26 79800024 26 79800025 26 79800026 27 79800027 26 79800028 26 79800029 26 79800030 26 79800031 26 79800032 26 79800033 25 79800034 26 79800035 26 79800036 26 79800037 26 79800038 29 79800039 27 79800040 26 79800041 27 79800042 26 79800043 26 79800044 26 79800045 29 79800046 26 79800047 26 79800048 27 79800049 26 79800050 26 79800051 27 79800052 26 79800053 26 79800054 32 79800055 26 79800056 26 79800057 26 79800058 26 79800059 24 79800060 25 79800061 26 79800062 26 79800063 28 79800064 26 79800065 26 79800066 26 79800067 26 79800068 26 79800069 26 79800070 26 79800071 28 79800072 28 79800073 26 79800074 26 79800075 26 79800076 27 79800077 26 79800078 26 79800079 25 79800080 26 79800081 25 79800082 27 79800083 25 79800084 29 79800085 28 79800086 25 79800087 27 79800088 26 79800089 27 79800090 26 79800091 26 79800092 26 79800093 24 79800094 36 79800095 26 79800096 26 79800097 32 79800098 26 79800099 26 79800100 26 79800101 24 79800102 25 79800103 26 79800104 26 79800105 25 79800106 25 79800107 26 79800108 26 79800109 25 79800110 26 79800111 26 79800112 22 79800113 26 79800114 26 79800115 26 79800116 26 79800117 26 79800118 27 79800119 26 79800120 27 79800121 26 79800122 26 79800123 26 79800124 26 79800125 27 79800126 27 79800127 26 79800128 26 79800129 26 79800130 26 79800131 26 79800132 27 79800133 26 79800134 26 79800135 26 79900001 26 79900002 26 79900003 27 79900004 26 79900005 29 79900006 26 79900007 27 79900008 28 79900009 26 79900010 26 79900011 26 79900012 26 79900013 26 79900014 27 79900015 26 79900016 26 79900017 27 79900018 26 79900019 26 79900020 26 79900021 26 79900022 26 79900023 26 79900024 26 79900025 26 79900026 26 79900027 26 79900028 26 79900029 26 79900030 26 79900031 26 79900032 26 79900033 27 79900034 26 79900035 26 79900036 26 79900037 26 79900038 26 79900039 26 79900040 26 79900041 26 79900042 26 79900043 26 79900044 26 79900045 26 79900046 26 79900047 26 79900048 32 79900049 26 79900050 26 79900051 27 79900052 26 79900053 26 79900054 26 79900055 26 79900056 26 79900057 27 79900058 27 79900059 26 79900060 26 79900061 26 79900062 27 79900063 26 79900064 26 79900065 30 79900066 31 79900067 26 79900068 26 79900069 26 79900070 26 79900071 26 79900072 27 79900073 26 79900074 25 79900075 26 79900076 26 79900077 25 79900078 26 79900079 26 79900080 26 79900081 26 79900082 28 79900083 26 79900084 26 79900085 26 79900086 26 79900087 26 79900088 26 79900089 26 79900090 26 79900091 26 79900092 25 79900093 26 79900094 26 79900095 27 79900096 26 79900097 26 79900098 26 79900099 26 79900100 27 79900101 25 79900102 26 79900103 26 79900104 26 79900105 25 79900106 26 79900107 25 ward_code 1 V9 13617 0 V10 13617 0 1 4281 10 3 11 1 2 5168 3 2407 4 1128 5 382 6 136 7 65 8 30 9 15 adult_count 1 V11 13617 0 V12 13617 0 15-20 minutes 1022 21-30 minutes 4713 31-40 minutes 4682 41-50 minutes 2189 51-60 minutes 685 61-90 minutes 302 More than 90 minutes 23 dur_mins_recode 1 V13 13617 0 Afrikaans 447 English 5742 IsiNdebele 88 IsiXhosa 687 IsiZulu 3173 Sepedi 620 Sesotho 1506 Setswana 1090 SiSwati 29 Tshivenda 47 Xitsonga 187 interview_lang 1 V14 13617 0 Black African 10933 Coloured 378 Indian/Asian 210 Other 17 White 2078 a1_pop_group 1 V15 13617 0 Female 7276 Male 6340 a2_sex 1 V16 13617 0 Caravan or tent 4 Cluster house in a complex 168 Flat or apartment in a block of flats 1059 Hostel 154 House, brick or concrete structure on a separate stand 9126 House, flat or room separate from main dwelling in backyard 684 Informal dwelling NOT in backyard, e.g. in informal squatter settlement or on a farm 1143 Informal dwelling or shack in backyard 748 Other (specify) 3 Room or flat which is part of main dwelling or property 249 Semi-detached house not in a complex 67 Townhouse (semi-detached house in a complex) 181 Traditional dwelling, hut or structure made of traditional materials 23 Unit in a retirement home or barracks etc. 7 a3_dwelling_type 1 V17 13617 0 Formal 11541 Informal 1891 Other 184 a3_dwelling_type_recode 1 V18 13617 0 Dont Know 38 No 116 Yes 13462 q1_1_address 1 V19 13617 0 1 2909 10+ 40 2 2456 3 3384 4 2215 5 1405 6 718 7 303 8 142 9 44 q1_2c_rooms 1 V20 2910 0 0 2662 1 225 2 9 3 4 4 1 5 2 6 1 8 3 9+ 2 q1_2d_households 1 V21 13617 Allowed to stay rent free by owner 1149 Dont know 19 Other 150 Owned 8456 Renting 3238 Squatting or living rent-free in an informal dwelling youve built, or in a vacant building or on vacant land 604 q1_3_tenure 1 V22 8457 0 Built on land you own using own or family funds 911 Built using government housing subsidy and own contribution 169 Free RDP house 2021 Inherited 288 Other 100 Owned, but paying off a bond 1729 Owned, fully paid off 3126 Transfer of title deed of existing government house 112 q1_3a_ownership 1 V23 3239 0 Other 64 Public, municipal or council rental 167 Rent from housing association 155 Renting from an individual or letting agency 2692 Sub tenant or sub let 160 q1_3b_renting 1 V24 13617 0 Dam, pool or standing water 2 Flowing river or stream 4 Other 42 Piped, into the dwelling 10009 Piped, into the yard only 2512 Rainwater tank (eg. JoJo tank) 94 Street taps or standpipes 712 Water tanker or truck 108 Well or borehole 133 q1_4_water 1 V25 12522 0 Dont know 602 No meter 1500 Prepaid meter 2446 Standard meter (get a bill afterwards) 7973 q1_5_water_meter 1 V26 13484 0 No 12800 Yes 683 q1_6_borehole 1 V27 13523 0 No 12687 Yes 835 q1_7_rainwater 1 V28 13617 0 Always 10139 Hardly Ever 199 Never 219 Sometimes 1086 Usually 1973 q1_8_water_clean 1 V29 13234 0 A couple of times a month 1911 A couple of times a year 4722 Every week 866 Never 4611 Once a month 1123 q1_9_water_interruptions 1 V30 13617 0 Bucket toilet 115 Chemical toilet 261 Communal toilet 137 Flush toilet connected to sewage system 11457 Flush toilet with septic tank 506 Neighbours toilet 49 No access to toilet 50 Other 25 Pit latrine with ventilation pipe 374 Pit latrine without ventilation pipe 642 q1_10_toilet_type 1 V31 13617 0 Burnt in pit 397 Other 145 Placed on communal rubbish dump 545 Placed on own rubbish dump 278 Removed from the house at least once a week 11011 Removed from the house less often 350 Thrown in the street or veldt 890 q1_11_removal 1 V32 13617 0 No 4601 Yes 9015 q1_12_1_prepaid 1 V33 4602 0 No 1627 Yes 2974 q1_12_2_postpaid 1 V34 13617 0 No 12959 Yes 657 q1_12_3_solar 1 V35 13617 0 No 12996 Yes 620 q1_12_4_generator 1 V36 13617 0 No 13410 Yes 206 q1_12_5_neighbour 1 V37 13617 0 No 13518 Yes 98 q1_12_6_car 1 V38 13617 0 No 12965 Yes 651 q1_12_7_elsewhere 1 V39 976 0 No 769 Yes 206 q1_12_8_dont_know 1 V40 770 0 No 330 Yes 439 q1_12_9_none 1 V41 13617 0 Any_electricity 1 No form of electricity 975 Some form of electricity 12641 V42 12972 0 Has a metered connection 11989 Metered_connection 1 Not a metered connection 982 V43 12972 0 Generating some electricity 1176 Generating_electricity 1 Not generating electricity 11795 V44 1177 0 For daily use 348 Loadshedding or power cuts only 828 q1_12a_elec_generation 1 V45 829 0 Dont Know 92 No 571 Not applicable 24 Yes 141 q1_12b_elec_gen_plans 1 V46 11466 0 Dont Know 979 No 9170 Not applicable 438 Yes 878 q1_13_elec_loadshedding 1 V47 886 0 Other (specify) 20 Will start generating electricity for daily use 220 Will start generating electricity for loadshedding or power cuts 645 q1_13a_elec_plans_orig 1 V48 13617 -1 13596 1 CANT AFFORD GENARATOR 1 ELETCRICITY IS EXPENSIVE 1 FOR COST FACTOR 1 FOR PERMANENT USE 1 FOR THE GYSER 1 GAS 3 GAS STOVE AND PRAMASTOVE 1 NO BECOUSE HE IS RENTING 1 No plans 1 PRAMASTOVE 3 SHE IS RENTING SHES NOT PLANNING TO STAY HERE FOR EVER 1 She have no idea since shes renting 1 THE ELECTRICITY INTERRUPTIONS HAPPEN EVERY SECOND DAY RIGHT THROGH THE YEAR. SO IT WOULD BE USED AS A BACK UP 1 THERESPONDED SAYS HE'S NOT PLANNING TO HAVE ANY BACKUP GENARATOR BECOUSE HE CANT AFFORD IT. 1 TOO EXPENSIVE 1 q1_13a_elec_plans_other 1 V49 886 0 Other (specify) 10 Will start generating electricity for daily use 228 Will start generating electricity for loadshedding or power cuts 647 q1_13a_elec_plans 1 V50 13617 0 Do not plan to generate some/more electricity 12597 Generate_own_electricity 1 Plan to generate some/more electricity 1019 V51 13617 0 Do not plan to start generating most energy 13131 Plan to start generating most energy 369 Planning_off_grid 1 Unsure 116 V52 11990 0 A couple of times a month 4036 A couple of times a year 3758 Every week 2347 Never 918 Once a month 930 q1_14_elec_interruptions 1 V53 13617 0 Coal 53 Electricity 11073 Gas or LPG 1654 Other 16 Paraffin 671 Wood 149 q1_15_cooking 1 V54 13617 0 Candles 582 Electricity 12618 Gas or LPG 36 Other 31 Paraffin 186 Solar/renewable 163 q1_16_lighting 1 V55 13617 0 Dont Know 1765 No 9459 Yes 2392 q1_17_arrears 1 V56 2393 0 Cant afford to pay 1740 Dispute around incorrect billing/metering 299 Dispute over who should pay 11 Dissatisfied with service received 81 Dont receive bills 102 Other (specify) 50 Others arent paying 43 Payment systems not working 35 Should be free 31 q1_18_arrears_reason 1 V57 13617 0 No 11777 Yes 1839 q1_19_1_flood 1 V58 13617 0 No 12760 Yes 856 q1_19_2_tremor 1 V59 13617 0 No 13080 Yes 536 q1_19_3_fire 1 V60 13617 0 No 8264 Yes 5352 q1_19_4_heat 1 V61 13617 0 No 10323 Yes 3293 q1_19_5_wind 1 V62 13617 0 No 7658 Yes 5958 q1_19_6_lightning 1 V63 13617 0 No 9990 Yes 3626 q1_19_7_hail 1 V64 13617 0 No 13451 Yes 165 q1_19_8_tornado 1 V65 13617 0 No 13145 Yes 471 q1_19_9_sinkhole 1 V66 8233 0 No 6670 Yes 1562 q1_20_damages 1 V67 13617 0 Dissatisfied 2044 Neither satisfied nor dissatisfied 765 Satisfied 6369 Very dissatisfied 913 Very satisfied 3525 q2_1_dwelling 1 V68 13617 0 Dissatisfied 1090 Neither satisfied nor dissatisfied 496 Satisfied 7993 Very dissatisfied 489 Very satisfied 3548 q2_2_water 1 V69 13617 0 Dissatisfied 1586 Neither satisfied nor dissatisfied 812 Satisfied 7147 Very dissatisfied 1232 Very satisfied 2839 q2_3_sewarage 1 V70 13617 0 Dissatisfied 1541 Neither satisfied nor dissatisfied 639 Satisfied 7033 Very dissatisfied 1352 Very satisfied 3051 q2_4_waste 1 V71 13617 0 Dissatisfied 1973 Neither satisfied nor dissatisfied 967 Satisfied 7457 Very dissatisfied 1160 Very satisfied 2059 q2_5_energy 1 V72 13617 0 Dissatisfied 3274 Neither satisfied nor dissatisfied 4417 Satisfied 3529 Very dissatisfied 1771 Very satisfied 625 q2_6_service_cost 1 V73 13617 0 Dissatisfied 3155 Neither satisfied nor dissatisfied 4756 Satisfied 3307 Very dissatisfied 1837 Very satisfied 561 q2_7_billing_satis 1 V74 13617 0 Dissatisfied 3256 Neither satisfied nor dissatisfied 791 Satisfied 5193 Very dissatisfied 2970 Very satisfied 1406 q2_8_roads 1 V75 13617 0 Dissatisfied 3531 Neither satisfied nor dissatisfied 1033 Satisfied 4356 Very dissatisfied 3236 Very satisfied 1460 q2_9_street_lights 1 V76 13617 0 Dissatisfied 905 Neither satisfied nor dissatisfied 1413 Not applicable 2299 Satisfied 6345 Very dissatisfied 956 Very satisfied 1698 q2_10_schools 1 V77 13617 0 Dissatisfied 5372 Neither satisfied nor dissatisfied 1786 Satisfied 1765 Very dissatisfied 4478 Very satisfied 215 q2_11_gov_initiatives 1 V78 13617 0 Dissatisfied 2600 Neither satisfied nor dissatisfied 1452 Satisfied 6264 Very dissatisfied 1143 Very satisfied 2157 q2_12_covid 1 V79 13617 0 Country outside South Africa 1412 Eastern Cape 719 Free State 576 Gauteng 7338 KwaZulu Natal 860 Limpopo 1306 Mpumalanga 645 North West 534 Northern Cape 102 Western Cape 124 q3_1_birth_prov 1 V80 13617 0 Born in Gauteng 7338 Born in another country 1412 Born in another province in South Africa 4866 q3_1_birth_prov_recode 1 V81 1373 0 Algeria 1 American Samoa 1 Angola 5 Antarctica 1 Argentina 1 Australia 2 Austria 2 Bangladesh 3 Belgium 1 Benin 1 Bosnia and Herzegovina 1 Botswana 11 British Indian Ocean Territory 1 Burundi 3 Cameroon 1 Chad 1 China 1 Congo, Democratic Republic of the 41 Congo, Republic of the 5 Cote dIvoire 2 Czech Republic 1 Denmark 1 Egypt 3 Eritrea 1 Ethiopia 7 Europa Island 2 Gabon 1 Germany 9 Ghana 6 Greece 3 Guatemala 1 India 14 Italy 3 Kenya 9 Lesotho 226 Malawi 133 Mali 1 Malta 2 Mauritius 1 Mexico 1 Mozambique 201 Namibia 23 Netherlands 7 Nigeria 32 Pakistan 2 Poland 1 Portugal 9 Russia 1 Singapore 1 Somalia 3 Sri Lanka 1 Swaziland 29 Taiwan 1 Tanzania 8 Uganda 4 United Kingdom 35 United States 5 Western Sahara 1 Zambia 23 Zimbabwe 475 q3_2_birth_country 1 V82 6279 0 Country outside South Africa 1282 Eastern Cape 666 Free State 595 KwaZulu Natal 889 Limpopo 1318 Mpumalanga 688 North West 573 Northern Cape 102 Western Cape 165 q3_3_prev_residence 1 V83 6279 0 1940 2 1942 2 1943 1 1944 1 1945 4 1947 2 1948 1 1949 2 1950 8 1951 4 1952 6 1953 5 1954 8 1955 11 1956 8 1957 11 1958 8 1959 7 1960 34 1961 10 1962 14 1963 19 1964 21 1965 33 1966 19 1967 19 1968 19 1969 34 1970 68 1971 37 1972 37 1973 25 1974 27 1975 32 1976 27 1977 25 1978 37 1979 43 1980 96 1981 50 1982 65 1983 48 1984 64 1985 51 1986 70 1987 74 1988 59 1989 95 1990 127 1991 104 1992 88 1993 77 1994 132 1995 126 1996 128 1997 129 1998 126 1999 143 2000 232 2001 144 2002 150 2003 157 2004 146 2005 162 2006 145 2007 200 2008 212 2009 193 2010 232 2011 127 2012 159 2013 139 2014 169 2015 162 2016 212 2017 180 2018 188 2019 208 2020 194 2021 44 q3_4_year_gp 1 V84 6279 0 2-3 years ago 370 4-5 years ago 391 6-10 years ago 787 In the last year 338 More than 10 years ago 4392 q3_4_year_gp_recode 1 V85 13617 0 1-2 years 934 3-4 years 872 5-10 years 1636 I have always lived here 3892 Less than 1 year 621 More than 10 years 5661 q3_5_length_stay 1 V86 9725 0 Another country 594 Another province 2871 Somewhere else in Gauteng 6259 q3_6_previous_home 1 V87 6260 0 City of Ekurhuleni 1100 City of Johannesburg 2025 City of Tshwane 1349 Dont know 5 Emfuleni 493 Lesedi 145 Merafong 287 Midvaal 210 Mogale City 310 Rand West 335 q3_6a_municipality 1 V88 13617 0 V89 9725 0 Flat or apartment 996 House or brick or concrete structure 6867 Informal dwelling in backyard 489 Informal dwelling in informal settlement 700 Other 92 Traditional dwelling or dwelling made from traditional materials 580 q3_8_prev_dwelling_type 1 V90 9725 Couldnt go anywhere else 281 Housing options are better than where I was before 1809 I wanted a place with better services (water, electricity, health care options) 407 It is safer than where I was before 319 My family moved here when I was a child 657 Other (specify) 113 To access schools/education facilities 515 To be close to work 1551 To join family or people I know (a partner/spouse, family members, friends, people from home town/area) 2226 To look for work 1744 To start a business 102 q3_9_reason_moved 1 V91 13617 0 Another country 757 Another neighbourhood in Gauteng 965 Another province 2522 This neighbourhood 9372 q3_10_home 1 V92 13617 0 No 9638 Yes 3978 q3_11_remittances 1 V93 13617 0 Deterioration 2158 Improvement 2659 No Change 8799 q4_1_change 1 V94 13617 0 Alcohol abuse 272 Corruption 158 Crime (e.g. robbery, hijacking, murder, etc.) 4236 Disease (e.g. HIV / AIDS, malaria, diabetes, TB) 18 Drugs 1080 Emergencies or disasters (e.g. fire, flood, drought, natural disaster) 26 Foreigners 114 Gangs 23 High cost of living 311 Lack of basic services (e.g. housing, water, electricity, roads) 1975 Lack of maintenance (e.g. potholes, street lights, leaking pipes) 782 Lack of security 6 No problem 645 Other (specify) 221 Pollution (e.g. air, water, noise, litter, vandalism) 167 Poverty (e.g. hunger, homelessness, begging) 95 Protests, unrest, strikes 6 Unemployment 3434 Violence against women and children / domestic violence / rape 47 q4_2_biggest_problem 1 V95 13617 0 Dont know 608 Most people can be trusted 5291 You need to be very careful 7717 q4_3_community_trust 1 V96 13617 0 Better off 3031 Same 9485 Worse off 1100 q4_4_status 1 V97 13617 0 Church 119 Family and Friends 418 Health care facilities 277 I dont make any trips 289 Other purpose (please specify) 63 Shopping 6019 Taking children to school 316 To go to a place of leisure or entertainment 317 To go to the place where I study (school, college, university) 606 To go to work 4457 To look for work (respondent is unemployed and travels looking for work) 735 q5_1_frequent_trip 1 V98 264 0 No 10 Yes 253 q5_2_non_movement 1 V99 13617 0 Missing due to skip 13606 Other purpose (please specify) 1 Shopping 4 Taking children to school 1 To go to a place of leisure or entertainment 2 To go to work 1 To look for work (respondent is unemployed and travels looking for work) 1 q5_3_trip 1 V100 13617 0 Church 119 Family and Friends 418 Health care facilities 277 I dont make any trips 279 Other purpose (please specify) 64 Shopping 6023 Taking children to school 317 To go to a place of leisure or entertainment 319 To go to the place where I study (school, college, university) 606 To go to work 4458 To look for work (respondent is unemployed and travels looking for work) 736 q5_1_3_frequent_trip_cons 1 V101 13305 0 City of Ekurhuleni 2743 City of Johannesburg 3873 City of Tshwane 2852 Emfuleni 861 Lesedi 462 Merafong 610 Midvaal 422 Mogale City 613 Other 120 Rand West 748 q5_4_1_trip_destination 1 V102 13617 V103 13617 0 -1 279 -3 33 0:00 5 0:08 1 0:15 1 10:00 1458 10:01 16 10:02 8 10:03 13 10:04 12 10:05 20 10:06 9 10:07 2 10:08 5 10:09 2 10:10 16 10:11 2 10:12 4 10:13 5 10:14 4 10:15 31 10:16 6 10:17 1 10:18 3 10:19 2 10:20 13 10:21 2 10:22 2 10:23 2 10:24 3 10:25 5 10:26 6 10:27 3 10:28 4 10:29 6 10:30 364 10:31 6 10:32 6 10:33 10 10:35 8 10:36 5 10:37 4 10:38 4 10:39 4 10:40 13 10:41 5 10:42 2 10:43 3 10:45 14 10:46 2 10:47 2 10:48 1 10:49 3 10:50 7 10:51 2 10:53 2 10:54 1 10:55 4 10:57 3 10:58 2 10:59 2 11:00 631 11:01 17 11:02 7 11:03 7 11:04 3 11:05 7 11:06 3 11:07 2 11:08 1 11:09 2 11:10 9 11:11 3 11:12 2 11:13 1 11:15 16 11:16 1 11:17 1 11:19 1 11:20 10 11:21 1 11:22 1 11:23 1 11:25 3 11:30 150 11:31 5 11:32 1 11:33 3 11:34 1 11:35 2 11:36 2 11:37 4 11:38 1 11:40 8 11:42 1 11:43 1 11:44 1 11:45 10 11:46 1 11:47 1 11:50 6 11:52 2 11:53 1 11:54 2 11:55 2 12:00 420 12:01 5 12:02 6 12:03 5 12:04 5 12:05 8 12:06 2 12:08 1 12:09 2 12:10 5 12:11 2 12:13 2 12:15 11 12:16 2 12:18 1 12:19 2 12:20 11 12:24 2 12:25 1 12:30 115 12:31 1 12:32 2 12:33 1 12:35 1 12:37 1 12:38 1 12:40 10 12:41 2 12:43 1 12:44 2 12:45 5 12:47 2 12:50 3 12:51 1 12:52 1 12:54 2 12:55 2 12:56 1 12:57 1 12:58 1 12:59 1 13:00 231 13:01 7 13:04 2 13:05 3 13:06 3 13:07 3 13:09 2 13:10 8 13:11 1 13:12 2 13:13 1 13:14 2 13:15 11 13:16 1 13:17 1 13:18 1 13:19 1 13:20 7 13:22 2 13:23 1 13:25 1 13:27 1 13:30 71 13:31 1 13:33 3 13:34 1 13:36 2 13:37 2 13:39 1 13:40 3 13:43 1 13:45 3 13:48 1 13:50 4 13:52 1 13:54 1 13:55 1 13:56 3 13:58 2 14:00 155 14:01 3 14:02 1 14:05 1 14:06 1 14:07 1 14:10 2 14:12 1 14:13 1 14:14 1 14:15 5 14:16 1 14:17 1 14:18 2 14:19 1 14:20 2 14:23 1 14:24 1 14:25 1 14:29 1 14:30 41 14:32 4 14:33 1 14:35 3 14:37 2 14:40 1 14:45 3 14:48 1 14:50 2 14:51 1 14:54 1 14:55 1 14:56 1 15:00 123 15:01 1 15:03 1 15:05 4 15:08 1 15:10 2 15:15 6 15:16 1 15:18 1 15:20 2 15:24 1 15:25 2 15:29 1 15:30 39 15:31 1 15:40 1 15:43 1 15:45 2 15:50 1 15:52 1 15:53 1 15:59 1 16:00 101 16:02 1 16:07 1 16:08 1 16:10 2 16:14 2 16:15 7 16:20 4 16:21 1 16:22 1 16:23 1 16:25 1 16:27 1 16:30 35 16:45 1 16:47 1 16:50 2 16:55 1 16:59 1 17:00 67 17:01 2 17:05 1 17:08 1 17:10 2 17:15 3 17:20 3 17:24 1 17:30 24 17:33 1 17:34 1 17:35 1 17:40 1 17:45 2 18:00 21 18:05 1 18:15 1 18:20 1 18:30 8 18:36 1 19:00 11 19:03 1 19:15 1 19:30 6 19:35 1 19:50 1 19:58 1 1:00 1 1:30 1 20:00 7 20:15 2 20:20 2 20:25 1 20:30 4 20:45 1 20:52 1 21:00 3 21:30 2 21:40 1 22:00 1 22:05 1 22:20 1 23:00 1 2:00 8 2:10 2 2:30 6 3:00 16 3:04 1 3:10 1 3:15 3 3:20 2 3:30 16 3:37 1 3:40 2 3:45 3 3:53 1 4:00 71 4:01 2 4:02 1 4:03 1 4:04 1 4:10 2 4:14 1 4:15 4 4:16 1 4:18 1 4:20 3 4:25 2 4:30 65 4:31 1 4:32 1 4:38 1 4:39 1 4:40 5 4:45 16 4:50 5 4:55 2 5:00 356 5:01 3 5:02 2 5:03 4 5:04 1 5:05 8 5:07 1 5:08 1 5:09 2 5:10 18 5:11 1 5:12 1 5:15 22 5:16 1 5:17 1 5:18 1 5:20 23 5:21 1 5:25 3 5:26 1 5:28 2 5:30 252 5:31 2 5:35 4 5:36 1 5:37 1 5:38 1 5:40 13 5:41 1 5:44 1 5:45 44 5:46 1 5:50 15 5:52 1 5:54 1 5:55 3 5:59 2 6:00 910 6:01 6 6:02 6 6:03 10 6:04 7 6:05 8 6:06 3 6:07 2 6:08 3 6:09 3 6:10 30 6:11 1 6:12 1 6:13 3 6:14 1 6:15 60 6:16 2 6:17 1 6:18 2 6:19 1 6:20 34 6:21 3 6:22 2 6:23 2 6:24 1 6:25 3 6:26 3 6:27 2 6:28 1 6:30 517 6:31 3 6:32 2 6:33 3 6:35 6 6:36 1 6:38 3 6:39 2 6:40 30 6:42 2 6:43 3 6:44 2 6:45 94 6:46 1 6:47 1 6:48 1 6:49 1 6:50 42 6:51 1 6:52 1 6:54 2 6:55 7 6:58 1 6:59 5 7:00 1318 7:01 7 7:02 9 7:03 4 7:04 8 7:05 15 7:06 4 7:07 2 7:08 2 7:09 5 7:10 32 7:11 2 7:12 1 7:13 1 7:14 6 7:15 84 7:16 1 7:17 1 7:18 1 7:19 2 7:20 30 7:22 2 7:24 3 7:25 6 7:26 1 7:27 4 7:28 4 7:29 2 7:30 518 7:31 9 7:32 3 7:33 2 7:34 4 7:35 8 7:36 3 7:37 1 7:38 1 7:39 1 7:40 20 7:42 1 7:43 1 7:44 2 7:45 50 7:49 1 7:50 17 7:52 2 7:53 2 7:54 1 7:55 10 7:57 2 7:58 2 7:59 3 8:00 1075 8:01 14 8:02 8 8:03 3 8:04 8 8:05 9 8:06 4 8:07 3 8:08 4 8:09 3 8:10 23 8:11 2 8:12 1 8:13 1 8:14 3 8:15 22 8:16 1 8:17 1 8:18 3 8:19 4 8:20 12 8:21 2 8:22 1 8:23 4 8:24 1 8:25 7 8:26 2 8:27 1 8:28 1 8:29 6 8:30 253 8:31 1 8:32 3 8:33 5 8:34 2 8:35 4 8:36 1 8:37 2 8:38 1 8:40 13 8:42 1 8:43 2 8:44 2 8:45 21 8:46 2 8:47 5 8:49 2 8:50 10 8:51 2 8:52 1 8:53 2 8:55 6 8:56 1 8:57 1 8:58 3 9:00 1158 9:01 10 9:02 10 9:03 2 9:04 9 9:05 12 9:06 3 9:07 2 9:08 5 9:09 2 9:10 14 9:11 1 9:12 3 9:13 1 9:14 5 9:15 18 9:16 1 9:17 1 9:18 2 9:19 3 9:20 12 9:21 1 9:22 3 9:23 1 9:25 9 9:26 2 9:27 1 9:28 5 9:29 3 9:30 296 9:31 7 9:32 5 9:33 3 9:34 3 9:35 10 9:36 1 9:37 3 9:38 2 9:39 3 9:40 12 9:41 1 9:43 4 9:44 2 9:45 15 9:46 6 9:47 2 9:48 2 9:50 4 9:51 3 9:52 1 9:53 2 9:55 2 9:57 3 9:58 2 q5_5_depart_time 1 V104 13305 0 00:00-00:59 7 01:00-01:59 2 02:00-02:59 16 03:00-03:59 46 04:00-04:59 187 05:00-05:59 796 06:00-06:59 1842 07:00-07:59 2221 08:00-08:59 1575 09:00-09:59 1693 10:00-10:59 2144 11:00-11:59 935 12:00-12:59 650 13:00-13:59 393 14:00-14:59 245 15:00-15:59 194 16:00-16:59 165 17:00-17:59 110 18:00-18:59 33 19:00-19:59 22 20:00-20:59 18 21:00-21:59 6 22:00-22:59 3 23:00-23:59 1 q5_5_depart_time_recode 1 V105 13305 0 0 9 1 47 10 1542 100 6 105 4 108 1 11 6 110 3 115 2 12 32 120 195 125 2 13 6 135 1 14 5 140 6 145 1 15 2148 150 16 16 5 160 2 165 1 17 8 18 16 180 49 19 1 2 98 20 1819 200 2 21 1 22 1 23 1 240 18 25 468 26 1 260 1 27 3 270 2 28 5 280 1 3 74 30 2495 300 4 31 1 320 1 34 1 35 265 36 1 360 5 37 3 38 3 4 25 40 353 45 1001 46 2 49 1 5 920 50 120 52 1 53 1 54 1 55 13 56 1 58 1 6 33 60 900 600 1 607 1 65 8 68 1 7 83 70 21 72 2 75 114 8 47 80 22 85 12 9 3 90 224 95 3 96 1 q5_6_time_destination 1 V106 13305 0 0-15 minutes 5078 16-30 minutes 4824 31-45 minutes 1628 46-60 minutes 1041 61-75 minutes 146 75-90 minutes 258 More than 90 minutes 329 q5_6_time_destination_recode 1 V107 13305 0 Bicycle 36 Car as driver 3538 Car as passenger 983 Gautrain 11 Minibus Taxi 5596 Motorbike 14 Other bus (e.g. Metrobus, Putco, City of Tshwane, Gautrain bus) 167 Other taxi (e.g. metered taxi, Uber, Taxify) 264 Other type transport 79 ReaVaya or A re yeng or Harambee 39 Train 40 Walk 2537 q5_7_mode_transport 1 V108 5854 0 Bit unsafe 800 Fairly safe 2690 Neither safe nor unsafe 317 Very safe 1757 Very unsafe 289 q5_8_pub_transport_waiting 1 V109 5854 0 Bit unsafe 757 Fairly safe 2682 Neither safe nor unsafe 414 Very safe 1718 Very unsafe 282 q5_9_pub_transport_safety 1 V110 13305 0 Dont know 840 R0 1365 R1 - R50 956 R1 001 - R2 000 1696 R101 - R250 1703 R2 001 or more 855 R251 - R500 1894 R501 - R1 000 2344 R51 - R100 1651 q5_10_transport_exp 1 V111 13305 0 0 828 1 691 10 2250 105 1 11 4 12 29 120 7 13 5 15 1306 16 2 17 2 18 1 180 2 19 2 2 1305 20 643 24 2 240 2 25 94 27 1 28 3 3 960 30 456 32 1 35 25 38 1 4 149 40 31 45 66 46 1 5 4033 50 9 6 77 60 61 7 154 70 1 75 3 8 83 9 3 90 10 q5_11_pub_transport_prox 1 V112 13305 0 0-10 minutes 10533 11-20 minutes 1994 21-30 minutes 556 31-40 minutes 58 More than 40 minutes 163 q5_11_pub_transport_prox_recode 1 V113 13305 0 A couple of times a month 1061 A couple of times a year 1029 Every week 241 Most days 193 Never 10331 Once a month 449 q5_12_ehail 1 V114 13584 0 No 13053 Yes 530 q5_13_road_accident 1 V115 13617 0 V116 13305 0 No 11352 Yes 1952 q5_14_1_work 1 V117 13305 0 No 11040 Yes 2264 q5_14_2_relig 1 V118 13305 0 No 12524 Yes 780 q5_14_3_school 1 V119 13305 0 No 11448 Yes 1856 q5_14_4_clinic 1 V120 13305 0 No 13008 Yes 296 q5_14_5_creche 1 V121 13305 0 No 6859 Yes 6445 q5_14_6_spaza 1 V122 13305 0 No 6471 Yes 6833 q5_14_7_mall 1 V123 13305 0 No 12121 Yes 1183 q5_14_8_restaurant 1 V124 13305 0 No 8850 Yes 4454 q5_14_9_friends 1 V125 13305 0 No 12053 Yes 1251 q5_14_10_bank 1 V126 13305 0 No 12913 Yes 391 q5_14_11_internet 1 V127 13305 0 No 12354 Yes 950 q5_14_12_bar 1 V128 13305 0 No 12413 Yes 891 q5_14_13_park 1 V129 13305 0 No 13080 Yes 224 q5_14_14_library 1 V130 13305 0 No 12695 Yes 609 q5_14_15_sport 1 V131 13305 0 No 12545 Yes 759 q5_14_16_nowhere 1 V132 13305 0 No 13080 Yes 224 q5_14_17_other 1 V133 13617 0 No 3854 Yes 9762 q6_1_internet 1 V134 13617 0 No 8665 Yes 4951 q6_2_debt 1 V135 4952 0 No 2324 Yes 2627 q6_2a_missed 1 V136 13617 0 No 12949 Yes 667 q6_3_1_landline 1 V137 13617 0 No 399 Yes 13217 q6_3_2_cell 1 V138 13617 0 No 1800 Yes 11816 q6_3_3_tv 1 V139 13617 0 No 8262 Yes 5354 q6_3_4_computer 1 V140 13617 0 No 4361 Yes 9255 q6_3_5_radio 1 V141 13617 0 No 5096 Yes 8520 q6_3_6_dstv 1 V142 13617 0 No 10125 Yes 3491 q6_3_7_internet 1 V143 13617 0 No 8043 Yes 5573 q6_3_8_car 1 V144 13617 0 No 11535 Yes 2081 q6_3_9_bicycle 1 V145 13617 0 No 1672 Yes 11944 q6_3_10_fridge 1 V146 13617 0 No 10320 Yes 3296 q6_4_skip_meal 1 V147 13617 0 No 6977 There are no children in this household 4945 Yes 1694 q6_5_feed_children 1 V148 8672 0 No 5015 Yes 3656 q6_5a_feeding 1 V149 13617 0 1 3 1 2 42 1 3 297 1 4 165 1 5 150 1 6 204 1 7 92 1 8 38 1 9 19 2 16 2 1 18 2 3 157 2 4 139 2 5 37 2 6 271 2 7 53 2 8 80 2 9 6 3 49 3 1 346 3 2 206 3 4 1422 3 5 671 3 6 885 3 7 462 3 8 543 3 9 25 4 20 4 1 117 4 2 99 4 3 813 4 5 233 4 6 690 4 7 154 4 8 296 4 9 24 5 14 5 1 75 5 2 18 5 3 259 5 4 151 5 6 126 5 7 95 5 8 30 5 9 12 6 28 6 1 159 6 2 251 6 3 359 6 4 647 6 5 120 6 7 146 6 8 564 6 9 47 7 15 7 1 87 7 2 36 7 3 242 7 4 176 7 5 130 7 6 139 7 8 48 7 9 14 8 7 8 1 20 8 2 46 8 3 129 8 4 107 8 5 15 8 6 300 8 7 15 8 9 29 9 3 9 1 14 9 2 6 9 3 23 9 4 16 9 5 8 9 6 32 9 7 3 9 8 13 q6_6_food 1 V150 13617 0 No 11770 Yes 1846 q6_6_1_beans 1 V151 13617 0 No 12135 Yes 1481 q6_6_2_polony 1 V152 13617 0 No 6728 Yes 6888 q6_6_3_iqfchick 1 V153 13617 0 No 8347 Yes 5269 q6_6_4_eggs 1 V154 13617 0 No 11472 Yes 2144 q6_6_5_tinfish 1 V155 13617 0 No 8648 Yes 4968 q6_6_6_meat 1 V156 13617 0 No 11709 Yes 1907 q6_6_7_offal 1 V157 13617 0 No 11336 Yes 2280 q6_6_8_dairy 1 V158 13617 0 No 13322 Yes 294 q6_6_9_nuts 1 V159 13617 0 Dissatisfied 1522 Neither satisfied nor dissatisfied 785 Satisfied 8083 Very dissatisfied 386 Very satisfied 2840 q6_7_food_satis 1 V160 13617 0 Dont know 850 R0 - R500 1003 R1 001 - R2 000 4400 R2 001 - R4 000 2893 R4 001 + 914 R501 - R1 000 3556 q6_8_food_exp 1 V161 13617 0 No 3406 Yes 10210 q7_1_registered 1 V162 10211 0 No 1341 Yes 8869 q7_2_voted 1 V163 1342 0 Did not know who to vote for 131 Did not think his/her vote will make any difference 343 Do not care 114 Do not like politics, broken promises, waste of time 215 No ID 66 Not allowed to vote (turned away, not a citizen, etc) 23 Other (specify) 97 Out of Province or Country 31 Respondent sick or family member sick 81 Respondent was working 49 Was not registered in my current voting district 191 q7_3_rx_novote 1 V164 13617 0 Dissatisfied 4115 Neither satisfied nor dissatisfied 2065 Satisfied 3714 Very dissatisfied 2956 Very satisfied 766 q7_4_ng 1 V165 13617 0 Dissatisfied 4456 Neither satisfied nor dissatisfied 2408 Satisfied 3535 Very dissatisfied 2762 Very satisfied 455 q7_5_pg 1 V166 13617 0 Dissatisfied 4405 Neither satisfied nor dissatisfied 2046 Satisfied 3215 Very dissatisfied 3403 Very satisfied 547 q7_6_lg 1 V167 13617 0 Dissatisfied 1383 Don’t know who my councillor is 4181 Neither satisfied nor dissatisfied 1169 Satisfied 2229 Very dissatisfied 4208 Very satisfied 446 q7_7_councillor 1 V168 13617 0 Local Government (Municipality) 2017 National Government 4300 None of them 6076 Provincial Government 1223 q7_8_level_gov 1 V169 13617 0 Dont Know 1815 No 9541 Yes 2260 q7_9_batho_pele 1 V170 13617 0 All of the above 51 Economic growth 791 Education 234 Electricity 308 Health 268 Housing 701 Job creation 7083 Keeping government free from corruption 2347 Nation building 108 Other (specify) 251 Other basic services 745 Safety and security 516 Social grants 138 Water 75 q7_10_gov_weakness 1 V171 13617 0 Distrust 3746 Dont know 263 Neither trust nor distrust 2523 Strongly distrust 4029 Strongly trust 425 Trust 2630 q7_11_gov_trust 1 V172 13617 0 At a ward meeting 2517 Dont care, do not want to hear from municipality 181 Email 774 In person from ward councillors 1314 Mobile phone application 140 Multi purpose community centers or municipal office 195 Municipal call center 58 Newspaper or magazine 215 Pamphlets or leaflets 1450 Radio or TV 1979 SMS or WhatsApp 4135 Social media (Twitter, Facebook, etc) 494 Through word of mouth from friends and neighbours 98 Website 66 q7_12_munic_comm 1 V173 13617 0 No 11867 Yes 1749 q7_13_bribe 1 V174 1750 0 No 647 Yes 1102 q7_14_recent_bribe 1 V175 1103 0 No 1087 Yes 15 q7_15_1_housing 1 V176 1103 0 No 1055 Yes 47 q7_15_2_basic 1 V177 1103 0 No 1087 Yes 15 q7_15_3_billing 1 V178 1103 0 No 1094 Yes 8 q7_15_4_school 1 V179 1103 0 No 1095 Yes 7 q7_15_5_health 1 V180 1103 0 No 1096 Yes 6 q7_15_6_emerg 1 V181 1103 0 No 1072 Yes 30 q7_15_7_homeaff 1 V182 1103 0 No 451 Yes 651 q7_15_8_traffic 1 V183 1103 0 No 914 Yes 188 q7_15_9_license 1 V184 1103 0 No 1038 Yes 64 q7_15_10_saps 1 V185 1103 0 No 1096 Yes 6 q7_15_11_courts 1 V186 1103 0 No 1085 Yes 17 q7_15_12_tender 1 V187 1103 0 No 1058 Yes 44 q7_15_14_work 1 V188 1103 0 No 1037 Yes 65 q7_15_13_other 1 V189 13617 0 Agree 3363 Disagree 5931 Neither agree nor disagree 1383 Strongly agree 1444 Strongly disagree 1495 q8_1_environ_harm 1 V190 13617 0 Agree 576 Disagree 5897 Neither agree nor disagree 551 Strongly agree 267 Strongly disagree 6325 q8_2_violence_foreigners 1 V191 13617 0 Agree 3550 Disagree 5214 Neither agree nor disagree 2358 Strongly agree 975 Strongly disagree 1519 q8_3_influence 1 V192 13617 0 Agree 5273 Disagree 2337 Neither agree nor disagree 2092 Strongly agree 3466 Strongly disagree 448 q8_4_country 1 V193 13617 0 Agree 5957 Disagree 1545 Neither agree nor disagree 4355 Strongly agree 1278 Strongly disagree 481 q8_5_election 1 V194 13617 0 Agree 2101 Disagree 5741 Neither agree nor disagree 3569 Strongly agree 203 Strongly disagree 2002 q8_6_gov_work_well 1 V195 13617 0 Agree 2195 Disagree 5286 Neither agree nor disagree 4023 Strongly agree 272 Strongly disagree 1840 q8_7_decision_making 1 V196 13617 0 Agree 5085 Disagree 3938 Neither agree nor disagree 1517 Strongly agree 2099 Strongly disagree 977 q8_7a_spread 1 V197 13617 0 Agree 4471 Disagree 2985 Neither agree nor disagree 1341 Strongly agree 3669 Strongly disagree 1150 q8_8_bw_trust 1 V198 13617 0 Agree 4349 Disagree 4401 Neither agree nor disagree 2224 Strongly agree 1604 Strongly disagree 1038 q8_9_water_crisis 1 V199 13617 0 Agree 322 Disagree 6406 Neither agree nor disagree 483 Strongly agree 98 Strongly disagree 6307 q8_10_violence_lgbt 1 V200 13617 0 Agree 2748 Disagree 6028 Neither agree nor disagree 2296 Strongly agree 919 Strongly disagree 1625 q8_11_alienation 1 V201 13617 0 First Person 1883 Second Person 1639 Third Person 10094 q8_12_foreigners 1 V202 13617 0 Corrupt or incompetent government/politicians 1967 Drugs 215 Lack of jobs 8875 Laziness 884 Other (specify) 324 Poor education 1075 South Africas history 276 q8_13_poverty 1 V203 13604 0 Coming from a wealthy family 737 Having a good education 4709 Individual willpower and hard work 2943 Knowing the right people 2436 Living in an area with opportunities 2568 Race 210 q8_14_life_opp 1 V204 13617 0 Always 800 Do not know 347 Not at all 6727 Often 1392 Sometimes 4350 q8_15_racial_discrim 1 V205 13617 0 Dont know 356 Easier 404 Harder 11306 No change 1550 q8_15a_job_search 1 V206 13617 0 Always acceptable 1006 Not acceptable 9410 Sometimes acceptable 1972 Usually acceptable 1228 q8_16_nepotism 1 V207 13617 0 Always acceptable 450 Not acceptable 11897 Sometimes acceptable 782 Usually acceptable 487 q8_17_speed_gov_service 1 V208 13617 0 Always acceptable 305 Not acceptable 12160 Sometimes acceptable 728 Usually acceptable 423 q8_18_small_offence 1 V209 13617 0 Agree 6600 Disagree 1677 Neither agree nor disagree 1565 Strongly agree 3278 Strongly disagree 496 q8_19_school_choice 1 V210 13617 0 Agree 5826 Disagree 1791 Neither agree nor disagree 955 Strongly agree 4598 Strongly disagree 446 q8_20_free_univ 1 V211 13617 0 Agree 5208 Disagree 3125 Neither agree nor disagree 2582 Strongly agree 1912 Strongly disagree 789 q8_21_rich_poor 1 V212 13617 0 Agree 2970 Disagree 5186 Neither agree nor disagree 2707 Strongly agree 1010 Strongly disagree 1743 q8_22_rural_areas 1 V213 13617 0 Agree 6507 Disagree 1826 Neither agree nor disagree 781 Strongly agree 3926 Strongly disagree 576 q8_23_belong 1 V214 12406 0 Agree 1044 Disagree 7043 Neither agree nor disagree 913 Strongly agree 243 Strongly disagree 3162 q8_24_gcr 1 V215 13617 V216 13617 0 Dissatisfied 5916 Neither satisfied nor dissatisfied 924 Satisfied 2091 Very dissatisfied 4389 Very satisfied 296 q9_1_money 1 V217 13617 0 Dissatisfied 3217 Neither satisfied nor dissatisfied 1036 Satisfied 7472 Very dissatisfied 679 Very satisfied 1212 q9_2_time 1 V218 13617 0 Dissatisfied 2186 Neither satisfied nor dissatisfied 839 Satisfied 7840 Very dissatisfied 455 Very satisfied 2296 q9_3_family_time 1 V219 13617 0 Dissatisfied 790 Neither satisfied nor dissatisfied 823 Not applicable 2999 Satisfied 5583 Very dissatisfied 410 Very satisfied 3011 q9_4_marriage 1 V220 13617 0 Dissatisfied 1194 Neither satisfied nor dissatisfied 2443 Satisfied 8038 Very dissatisfied 313 Very satisfied 1628 q9_5_friends 1 V221 13617 0 Dissatisfied 3335 Neither satisfied nor dissatisfied 1467 Satisfied 6582 Very dissatisfied 851 Very satisfied 1381 q9_6_living 1 V222 13617 0 Dissatisfied 2162 Neither satisfied nor dissatisfied 1727 Satisfied 8005 Very dissatisfied 384 Very satisfied 1338 q9_7_leisure 1 V223 13617 0 Dissatisfied 2041 Neither satisfied nor dissatisfied 1183 Satisfied 7725 Very dissatisfied 690 Very satisfied 1977 q9_8_neighbourhood 1 V224 13617 0 Dissatisfied 2741 Neither satisfied nor dissatisfied 1660 Satisfied 6905 Very dissatisfied 611 Very satisfied 1699 q9_9_life 1 V225 13617 0 No 11601 Yes 2015 q10_1_business 1 V226 13617 0 No 8028 Yes 5588 q10_2_working 1 V227 8029 0 No 7822 Yes 206 q10_3_new_job 1 V228 7823 0 No 3566 Yes 4256 q10_4_unemployed 1 V229 3567 0 Disabled 106 Do not need to work 206 Do not want to work 92 Housewife or homemaker 182 I have given up looking for a job 364 Looking after family members for no pay 88 Retired person or pensioner 1946 School pupil or full time student 582 q10_5_not_looking 1 V230 5795 0 No 3922 Yes 1872 q10_6_self_emp 1 V231 5792 0 Formal 3862 Informal 1929 q10_7_sector 1 V232 5795 0 Full time 4249 Part time 1545 q10_8_hours 1 V233 5795 0 Dissatisfied 1068 Neither satisfied nor dissatisfied 492 Satisfied 2908 Very dissatisfied 209 Very satisfied 1117 q10_9_satis 1 V234 13617 V235 13617 0 -1 7822 1 453 2 800 3 555 4 459 5 1276 6 59 7 513 8 392 9 1268 Other 8 Refusal 11 q10_10_occupation_maj 1 V236 13617 0 -1 7822 11 115 12 120 13 127 14 93 21 102 22 112 23 209 24 160 25 106 26 107 31 123 32 78 33 195 34 87 35 74 41 271 42 108 43 50 44 31 51 451 52 450 53 87 54 288 61 16 62 7 63 36 71 190 72 172 73 28 74 55 75 69 81 158 82 2 83 232 91 800 92 52 93 182 94 13 95 149 96 61 99 9 Other 8 Refusal 11 q10_10_occupation_submaj 1 V237 13617 0 Got worse 5824 Improved 2938 Stayed the same 4854 q11_1_crime 1 V238 13617 0 No 11077 Yes 2539 q11_2_crime_victim 1 V239 13617 0 Bit unsafe 1724 Fairly safe 6003 Neither safe nor unsafe 678 Very safe 4630 Very unsafe 581 q11_3_daytime_safety 1 V240 13617 0 Bit unsafe 3537 Fairly safe 1819 Neither safe nor unsafe 930 Very safe 668 Very unsafe 6662 q11_4_night_safety 1 V241 13617 0 Bit unsafe 923 Fairly safe 5133 Neither safe nor unsafe 570 Very safe 6701 Very unsafe 289 q11_5_home_safety 1 V242 13617 0 Dissatisfied 4537 Neither satisfied nor dissatisfied 2414 Satisfied 3260 Very dissatisfied 2693 Very satisfied 712 q11_6_gov_security 1 V243 13617 0 No 6125 Yes 7491 q12_1_1_church 1 V244 13617 0 No 11233 Yes 2383 q12_1_2_social 1 V245 13617 0 No 10000 Yes 3616 q12_1_3_stokvel 1 V246 13617 0 No 12102 Yes 1514 q12_1_4_community 1 V247 13617 0 No 12448 Yes 1168 q12_1_5_political 1 V248 13617 0 No 13485 Yes 131 q12_1_6_other 1 V249 13617 0 No participation 3950 Social_participation 1 Some participation 9666 V250 13617 0 No 9440 Yes 4176 q12_2_1_ward 1 V251 13617 0 No 9376 Yes 4240 q12_2_2_street 1 V252 13617 0 No 11276 Yes 2340 q12_2_3_cdf 1 V253 13617 0 No 12316 Yes 1300 q12_2_4_idp 1 V254 13617 0 No 12662 Yes 954 q12_2_5_mayor 1 V255 13617 0 No 10346 Yes 3270 q12_2_6_sgb 1 V256 13617 0 No 12127 Yes 1489 q12_2_7_cpf 1 V257 13617 0 No participation 6787 Political_participation 1 Some participation 6829 V258 13617 0 Dont Know 493 No 9265 Yes 3858 q12_3_protest 1 V259 3859 0 Corruption 26 Crime or security issues 167 Dissatisfaction with national government or national leaders 21 Do not Know 11 Electricty 2173 Favouritism 9 Foreigners in my community 130 Housing (including access to RDP, upgrading of informal settlements) 405 Jobs given to outsiders 56 Lack of jobs/economic opportunities 137 Municipal or provincial demarcation 33 Other (specify) 56 Other basic services 368 Poor performance of councillor 92 Transport issues 90 University/College access (fees, housing, etc.) 34 Violence against women and children. Domestic violence. Human Trafficing 50 q12_4_rx_protest 1 V260 13617 0 No 12591 Yes 1025 q12_5_partic_protest 1 V261 13617 0 Not applicable, dont usually need health care 555 Private health care facilities 3569 Public health care facilities 8603 Spiritual healer (e.g. faith-related) 47 Traditional healer (Sangoma) 68 Use public and private facilities 774 q13_1_healthcare 1 V262 3685 0 Cost 34 I have been before and they could not help me 95 No public health care facilities close by 167 Other 368 Quality of care 2053 The clinic often does not have the medicine I need 121 The queues are usually too long 676 The staff are too unfriendly or unhelpful 170 q13_2_nonuse_public 1 V263 13062 0 No 3389 Yes 9672 q13_3_health_proxim 1 V264 13062 0 Dissatisfied 2004 Neither satisfied nor dissatisfied 994 Satisfied 5952 Very dissatisfied 1195 Very satisfied 2916 q13_4_health_satis 1 V265 13617 0 Dont Know 54 No 10206 Yes 3356 q13_5_medical_aid 1 V266 13617 0 Excellent 4446 Good 7431 Poor 1533 Very Poor 206 q13_6_health_status 1 V267 13617 0 Always 365 Hardly ever 3338 Never 7020 Some of the time 2893 q13_7_health_work 1 V268 13617 0 Always 361 Hardly ever 3416 Never 7079 Some of the time 2760 q13_8_health_soc 1 V269 13617 0 A few days 4477 More than half the days 858 Nearly every day 461 Not at all 7820 q13_9_pleasure 1 V270 13617 0 A few days 4696 More than half the days 1072 Nearly every day 661 Not at all 7187 q13_10_depressed 1 V271 13617 0 0 6120 1 2235 2 3288 3 937 4 635 5 169 6 232 PHQ2_score 1 V272 13617 0 High risk of depression 1973 Not at high risk of depression 11643 PHQ2_score_high 1 V273 13617 0 No 13291 Yes 325 q13_11_1_cancer 1 V274 13617 0 No 12110 Yes 1506 q13_11_2_diabetes 1 V275 13617 0 No 12622 Yes 994 q13_11_3_asthma 1 V276 13617 0 No 13449 Yes 167 q13_11_4_pneumonia 1 V277 13617 0 No 12940 Yes 676 q13_11_5_heart 1 V278 13617 0 No 10338 Yes 3278 q13_11_6_hypertension 1 V279 13617 0 No 12578 Yes 1038 q13_11_7_hiv 1 V280 13617 0 No 13356 Yes 260 q13_11_8_tb 1 V281 13617 0 No 13213 Yes 403 q13_11_9_covid 1 V282 13617 0 No 1106 Yes 12510 q13_12_1_avoid 1 V283 13617 0 No 10301 Yes 3315 q13_12_2_transport 1 V284 13617 0 No 8983 Yes 4633 q13_12_3_groceries 1 V285 8672 0 No 5424 Yes 3247 q13_12_4_school 1 V286 13617 0 No 1486 Yes 12130 q13_12_5_sanitiser 1 V287 13617 0 No 7105 Not applicable 5013 Yes 1498 q13_13_1_job 1 V288 13617 0 No 5938 Not applicable 5157 Yes 2521 q13_13_2_reduced 1 V289 13617 0 No 13332 Yes 284 q13_13_3_refuse 1 V290 13617 0 No 5664 Not applicable 7399 Yes 553 q13_13_4_business 1 V291 13617 0 No 5734 Not applicable 4051 Yes 3831 q13_13_5_care 1 V292 13617 0 No 12665 Yes 951 q13_13_6_healthcare 1 V293 13617 0 No 13542 Yes 74 q13_13_7_eviction 1 V294 13617 0 No 9326 Yes 4290 q13_14_srd_app 1 V295 4291 0 No 1454 Yes 2836 q13_15_srd_rec 1 V296 13617 0 No 11694 Yes 1922 q13_16_food_parcel 1 V297 13617 0 A certificate from a college, technikon or university 1033 A diploma from a college, technikon or university 1195 Grade 0 or Grade R 4 Grade 1 or Sub A 43 Grade 10, Std 8, Form III, National Trade Certificate 1 1286 Grade 11, Std 9 or Form IV 1739 Grade 12, Std 10, Matric 4210 Grade 2 or Sub B 73 Grade 3, Std 1 102 Grade 4, Std 2 170 Grade 5, Std 3 or ABET 1 197 Grade 6, Std 4 or ABET 2 249 Grade 7, Std 5 433 Grade 8, Std 6, Form I or ABET 3 644 Grade 9, Std 7, Form II, NQF 1 or ABET 4 570 No Education 279 Post graduate degree - e.g. Hons, MA, PhD 634 Technikon or university degree 657 Unspecified 98 q14_1_education 1 V298 13617 0 Matric 4210 More 3519 No education 279 Primary only 1271 Secondary incomplete 4239 Unspecified 98 q14_1_education_recode 1 V299 13617 0 18 187 19 225 20 237 21 281 22 253 23 274 24 303 25 327 26 241 27 305 28 271 29 332 30 368 31 285 32 354 33 333 34 381 35 370 36 342 37 340 38 367 39 306 40 336 41 247 42 299 43 281 44 241 45 293 46 233 47 203 48 275 49 191 50 217 51 176 52 226 53 190 54 202 55 198 56 173 57 202 58 171 59 193 60 198 61 142 62 184 63 166 64 174 65 159 66 108 67 119 68 129 69 97 70 111 71 70 72 89 73 72 74 81 75 73 76 63 77 38 78 50 79 28 80 236 q14_2_age_topcode 1 V300 13617 0 18-19 412 20-24 1348 25-29 1476 30-34 1721 35-39 1725 40-44 1404 45-49 1195 50-54 1011 55-59 937 60-64 864 65+ 1523 q14_2_age_recode 1 V301 13617 0 No 13387 Yes 229 q14_3_1_sight 1 V302 13617 0 No 13500 Yes 116 q14_3_2_hearing 1 V303 13617 0 No 13579 Yes 37 q14_3_3_speech 1 V304 13617 0 No 13287 Yes 329 q14_3_4_physical 1 V305 13617 0 No 13552 Yes 64 q14_3_5_intellectual 1 V306 13617 0 No 701 Yes 12915 q14_3_6_none 1 V307 13617 0 Casual partner 167 Divorced 402 In a relationship but not married 3951 Married/common law marriage 4178 Other 63 Single 3866 Widowed 989 q14_4_rel_status 1 V308 13617 0 1 2805 10 91 11 63 12 36 13 22 14 14 15 13 16 8 17 2 18 4 19 4 2 2554 20 2 22 1 24 1 3 2354 4 2313 5 1538 6 844 7 506 8 287 9 154 q14_5_people 1 V309 13617 0 1 2805 2 2554 3 2354 4 2313 5 1538 6 844 7+ 1208 q14_5_people_recode 1 V310 13617 0 0 6109 1 2539 10 9 11 4 12 2 14 1 16 1 2 2533 3 1360 4 612 5 236 6 111 7 56 8 33 9 10 q14_6_under18 1 V311 13617 0 0 6109 1 2539 2 2533 3 1360 4+ 1075 q14_6_under18_recode 1 V312 13617 0 0 9757 1 2776 10 1 2 1029 3 42 4 8 5 2 6 1 q14_7_60plus 1 V313 13617 0 0 9757 1 2776 2 1029 3 42 4+ 12 q14_7_60plus_recode 1 V314 13617 0 Father of respondent 803 Grandfather of respondent 48 Grandmother of respondent 261 Mother of respondent 1202 Other female 436 Other male 472 Respondent 8072 Spouse or partner of respondent 2048 Spouses, partners or parents together 274 q14_8_head 1 V315 13617 0 Afrikaans 1416 English 1549 IsiNdebele 269 IsiXhosa 970 IsiZulu 3110 Other 408 Sepedi 1296 Sesotho 2078 Setswana 1507 SiSwati 111 Sign language 3 Tshivenda 223 Xitsonga 676 q14_9_language 1 V316 13617 0 No 7346 Yes 6270 q14_10_social_grant 1 V317 13617 0 No 8916 Yes 4700 q14_11_indigency 1 V318 13617 0 No 1850 Yes 11766 sc_consent 1 V319 11767 0 Dont know 627 More 14 No Income 166 Prefer not to answer 1273 R1 - R400 797 R1 601 - R3 200 2120 R102 401 - R153 600 36 R12 801 - R19 200 582 R153 601 - R204 800 22 R19 201 - R25 600 340 R204 801 - R500 000 31 R25 601 - R38 400 406 R3 201 - R6 400 1616 R38 401 - R51 200 242 R401 - R800 773 R51 201 - R76 800 156 R6 401 - R12 800 1068 R76 801 - R102 400 92 R801 - R1 600 1405 q15_3_income 1 V320 9701 0 R1 - R800 1570 R12 801 - R25 600 922 R25 601 - R51 200 648 R3 201 - R12 800 2684 R51 201 and more 351 R801 - R3 200 3525 q15_3_income_recode 1 V321 13617 0 0 287 1.396980650648522 323 1.435254093132043 11 1.686157771635127 61 1.701041888156496 25 1.758452051881777 59 10 8140 2.022113544546034 8 2.832234743780565 13 3.083138422283649 68 3.098022538805018 32 3.12141186476717 2 3.136295981288539 2 3.1554327025303 256 3.193706145013821 8 3.387199659791622 10 3.419094195194557 15 3.444609823516905 36 3.457367637678077 2 3.459493940038273 13 3.708271316181161 6 3.72315543270253 12 3.780565596427812 8 4.518392515415692 7 4.533276631937062 9 4.590686795662342 47 4.784180310440144 29 4.841590474165427 153 4.8543482883266 9 4.856474590686795 141 4.879863916648947 2 4.894748033170316 6 5.105251966829682 28 5.120136083351052 28 5.143525409313204 7 5.145651711673399 10 5.158409525834574 13 5.177546247076334 34 5.215819689559854 1 5.409313204337657 12 5.466723368062938 24 5.481607484584307 11 6.219434403572189 9 6.276844567297469 22 6.291728683818839 58 6.540506059961727 18 6.542632362321922 211 6.555390176483096 49 6.580905804805443 10 6.612800340208377 14 6.806293854986178 68 6.844567297469701 22 6.86370401871146 241 6.87858813523283 123 6.901977461194981 9 6.916861577716351 27 7.167765256219434 104 7.977886455453966 239 8.241547948118223 244 8.298958111843504 142 8.313842228364873 611 8.564745906867957 1171 8.603019349351477 256 F1servic 1 V322 13617 0 .3843251088534108 79 .6168359941944848 41 .7686502177068216 264 0 75 1.001161103047895 60 1.152975326560232 1455 1.385486211901306 138 1.425253991291727 20 1.537300435413643 918 1.587808417997097 1 1.61799709724238 2 1.769811320754717 926 1.809579100145138 35 1.921625544267054 193 1.972133526850508 1 10 333 2.002322206095791 2 2.042089985486212 135 2.154136429608128 827 2.193904208998549 69 2.204644412191582 1 2.356458635703919 6 2.386647314949202 17 2.426415094339622 190 2.538461538461538 340 2.57822931785196 284 2.588969521044993 2 2.597968069666182 1 2.619158200290276 1 2.74078374455733 55 2.770972423802613 28 2.810740203193033 351 2.96255442670537 163 2.973294629898403 5 3.003483309143686 7 3.013062409288824 1 3.12510885341074 65 3.155297532656023 24 3.195065312046444 960 3.205805515239478 1 3.214804063860667 1 3.23599419448476 1 3.346879535558781 58 3.357619738751814 76 3.387808417997097 8 3.427576197387518 5 3.509433962264151 35 3.579390420899855 752 3.590130624092889 1 3.599129172714078 1 3.620319303338171 4 3.62989840348331 6 3.660087082728591 1 3.741944847605224 129 3.750943396226415 6 3.772133526850508 3 3.781712626995645 1 3.811901306240929 27 3.963715529753265 311 3.974455732946299 8 3.983454281567489 4 4.004644412191581 2 4.01422351233672 6 4.044412191582002 1 4.126269956458636 86 4.135268505079826 12 4.166037735849057 26 4.19622641509434 53 4.215965166908563 1 4.358780841799709 22 4.367779390420899 41 4.388969521044992 4 4.398548621190129 10 4.407547169811321 2 4.428737300435413 4 4.519593613933236 6 4.550362844702468 27 4.580551523947749 57 4.591291727140783 8 4.600290275761974 1 4.74310595065312 55 4.75210449927431 65 4.782873730043541 108 4.791872278664732 2 4.813062409288825 10 4.934687953555878 14 4.975616835994193 14 4.984615384615385 2 5.024383164005806 6 5.045573294629897 1 5.136429608127721 45 5.167198838896952 136 5.176197387518142 9 5.197387518142235 17 5.208127721335268 2 5.256894049346879 2 5.338751814223512 3 5.359941944847605 28 5.368940493468796 14 5.399709724238027 7 5.408708272859217 12 5.429898403483309 3 5.551523947750362 97 5.560522496371552 20 5.571262699564587 1 5.592452830188679 5 5.601451378809869 1 5.6322206095791 2 5.64121915820029 2 5.723076923076923 10 5.753265602322205 45 5.784034833091436 75 5.793033381712625 89 5.81422351233672 8 5.944847605224964 18 5.955587808417996 8 5.976777939042091 6 5.98577648766328 8 6.025544267053701 3 6.107402031930333 5 6.168359941944847 86 6.177358490566037 143 6.339912917271407 19 6.370101596516689 16 6.400870827285921 29 6.409869375907111 43 6.561683599419448 94 6.57242380261248 5 6.602612481857764 1 6.633381712626996 1 6.724238026124818 28 6.764005805515239 4 6.785195936139332 58 6.794194484760522 124 6.956748911465891 38 6.986937590711175 5 7.017706821480407 7 7.026705370101596 3 7.14833091436865 11 7.178519593613932 217 7.189259796806967 4 7.229027576197388 1 7.341074020319303 60 7.380841799709724 17 7.402031930333817 10 7.411030478955007 20 7.421770682148042 1 7.532656023222061 8 7.573584905660376 37 7.613352685050798 1 7.643541364296081 2 7.765166908563135 76 7.795355587808417 80 7.806095791001451 1 7.957910014513788 138 7.997677793904209 40 8.027866473149491 5 8.149492017416545 106 8.190420899854862 20 8.230188679245284 1 8.382002902757618 151 8.412191582002903 19 8.574746008708273 61 8.614513788098694 9 8.76632801161103 237 8.847024673439769 1 8.998838896952103 133 9.231349782293178 11 9.383164005805515 532 9.61567489114659 61 F2soclas 1 V323 13617 0 .4958920187793428 79 .6220657276995306 68 .6616784037558685 46 .9917840375586856 53 0 1666 1.117957746478873 28 1.157570422535211 84 1.244131455399061 32 1.258802816901408 74 1.283744131455399 255 1.323356807511737 15 1.487676056338028 35 1.613849765258216 3 1.622652582159624 237 1.653462441314554 16 1.740023474178404 4 1.754694835680751 7 1.779636150234742 1659 1.81924882629108 10 1.866197183098592 7 1.880868544600939 4 1.905809859154929 16 1.920481220657277 5 1.945422535211268 15 1.983568075117371 7 1.985035211267606 5 10 114 2.109741784037559 5 2.118544600938967 12 2.149354460093897 10 2.235915492957746 1 2.244718309859155 26 2.250586854460094 3 2.275528169014085 83 2.284330985915493 16 2.315140845070423 20 2.362089201877934 4 2.401701877934272 72 2.41637323943662 10 2.44131455399061 40 2.480927230046948 4 2.488262910798122 7 2.52787558685446 21 2.542546948356808 15 2.567488262910798 45 2.582159624413146 4 2.607100938967136 5 2.61443661971831 50 2.645246478873239 1 2.646713615023474 2 2.731807511737089 1 2.740610328638498 7 2.746478873239437 4 2.771420187793427 72 2.780223004694836 22 2.811032863849765 4 2.866784037558686 10 2.881455399061033 54 2.897593896713615 14 2.906396713615024 98 2.912265258215962 1 2.937206572769953 27 2.946009389671362 23 2.976819248826291 2 3.023767605633803 60 3.03843896713615 119 3.063380281690141 76 3.078051643192488 1 3.102992957746479 19 3.110328638497653 89 3.125 1 3.149941314553991 3 3.164612676056338 5 3.189553990610329 10 3.229166666666667 4 3.236502347417841 5 3.276115023474179 10 3.306924882629108 2 3.362676056338028 1 3.377347417840376 1 3.393485915492957 8 3.402288732394366 558 3.408157276995305 1 3.433098591549296 14 3.441901408450704 4 3.472711267605634 7 3.488849765258216 20 3.503521126760563 6 3.519659624413146 6 3.528462441314555 13 3.534330985915493 6 3.543133802816901 1 3.559272300469484 438 3.568075117370892 10 3.598884976525822 6 3.606220657276995 34 3.60768779342723 25 3.645833333333333 6 3.660504694835681 4 3.685446009389671 16 3.700117370892019 5 3.725058685446009 9 3.732394366197183 8 3.772007042253521 27 3.786678403755869 5 3.811619718309859 1 3.826291079812207 2 3.851232394366197 21 3.858568075117371 3 3.865903755868545 1 3.873239436619719 8 3.890845070422536 1 3.898180751173709 91 3.905516431924883 1 3.937793427230047 11 3.97593896713615 1 3.984741784037559 4 3.999413145539906 1 4.015551643192489 11 4.024354460093897 59 4.030223004694836 3 4.039025821596244 3 4.055164319248826 32 4.063967136150235 41 4.094776995305164 17 4.103579812206573 10 4.110915492957747 18 4.125586854460095 5 4.141725352112676 2 4.150528169014085 60 4.156396713615024 1 4.165199530516432 21 4.181338028169014 31 4.190140845070422 43 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Apr 21 39 12 Dec 20 39 12 Feb 21 95 12 Jan 21 52 12 Mar 21 47 12 May 21 37 12 Nov 20 186 12 Oct 20 6 13 Apr 21 36 13 Dec 20 67 13 Feb 21 75 13 Jan 21 69 13 Mar 21 65 13 May 21 28 13 Nov 20 186 13 Oct 20 17 14 Apr 21 53 14 Dec 20 71 14 Feb 21 92 14 Jan 21 65 14 Mar 21 50 14 May 21 24 14 Nov 20 152 14 Oct 20 8 15 Apr 21 39 15 Dec 20 118 15 Feb 21 57 15 Jan 21 80 15 Mar 21 38 15 May 21 29 15 Nov 20 165 16 Apr 21 36 16 Dec 20 82 16 Feb 21 53 16 Jan 21 78 16 Mar 21 46 16 May 21 15 16 Nov 20 96 17 Apr 21 36 17 Dec 20 52 17 Feb 21 61 17 Jan 21 80 17 Mar 21 17 17 May 21 20 17 Nov 20 140 18 Apr 21 34 18 Dec 20 8 18 Feb 21 58 18 Jan 21 65 18 Mar 21 47 18 May 21 35 18 Nov 20 109 19 Apr 21 31 19 Dec 20 16 19 Feb 21 76 19 Jan 21 99 19 Mar 21 33 19 May 21 25 19 Nov 20 118 19 Oct 20 4 20 Apr 21 51 20 Dec 20 10 20 Feb 21 83 20 Jan 21 108 20 Mar 21 41 20 May 21 24 20 Nov 20 123 20 Oct 20 3 21 Apr 21 42 21 Dec 20 1 21 Feb 21 58 21 Jan 21 99 21 Mar 21 58 21 May 21 25 21 Nov 20 123 21 Oct 20 3 22 Apr 21 44 22 Feb 21 36 22 Jan 21 83 22 Mar 21 39 22 May 21 20 22 Nov 20 46 22 Oct 20 8 23 Apr 21 44 23 Feb 21 72 23 Jan 21 94 23 Mar 21 27 23 May 21 23 23 Nov 20 118 23 Oct 20 6 24 Apr 21 41 24 Feb 21 80 24 Jan 21 74 24 Mar 21 11 24 May 21 29 24 Nov 20 88 24 Oct 20 29 25 Apr 21 44 25 Feb 21 74 25 Jan 21 91 25 Mar 21 17 25 May 21 37 25 Nov 20 110 25 Oct 20 18 26 Apr 21 42 26 Feb 21 57 26 Jan 21 94 26 Mar 21 28 26 May 21 28 26 Nov 20 99 26 Oct 20 1 27 Apr 21 43 27 Feb 21 84 27 Jan 21 124 27 Mar 21 48 27 May 21 1 27 Nov 20 103 27 Oct 20 92 28 Apr 21 43 28 Feb 21 56 28 Jan 21 69 28 Mar 21 35 28 Nov 20 97 28 Oct 20 152 29 Apr 21 38 29 Jan 21 51 29 Mar 21 18 29 Nov 20 117 29 Oct 20 115 30 Apr 21 25 30 Jan 21 51 30 Mar 21 31 30 Nov 20 85 30 Oct 20 182 31 Jan 21 53 31 Mar 21 27 31 Oct 20 164 interview_date 1 V3 13617 0 Apr 2021 1086 Date_month 1 Dec 2020 1524 Feb 2021 2077 Jan 2021 1579 Mar 2021 1551 May 2021 803 Nov 2020 4104 Oct 2020 892 V4 13617 0 City of Ekurhuleni 2963 City of Johannesburg 3545 City of Tshwane 2810 District_municipality 1 Sedibeng 2160 West Rand 2138 V5 13617 0 City of Ekurhuleni 2963 City of Johannesburg 3545 City of Tshwane 2810 Emfuleni 907 Lesedi 647 Merafong 631 Midvaal 606 Mogale City 792 Rand West 715 municipality_coded 1 V6 13617 0 Ekurhuleni_A 393 Ekurhuleni_B 651 Ekurhuleni_C 356 Ekurhuleni_D 191 Ekurhuleni_E 468 Ekurhuleni_F 904 Emfuleni 907 Johannesburg_A 391 Johannesburg_B 324 Johannesburg_C 480 Johannesburg_D 996 Johannesburg_E 423 Johannesburg_F 497 Johannesburg_G 434 Lesedi 647 Merafong City 631 Midvaal 606 Mogale City 792 Planning_region 1 Rand West 715 Tshwane_1 729 Tshwane_2 318 Tshwane_3 630 Tshwane_4 327 Tshwane_5 79 Tshwane_6 624 Tshwane_7 103 V7 13617 0 EKU_A 393 EKU_B 651 EKU_C 356 EKU_D 191 EKU_E 468 EKU_F 904 GT421 907 GT422 606 GT423 647 GT481 792 GT484 631 GT485 715 JHB_A 391 JHB_B 324 JHB_C 480 JHB_D 996 JHB_E 423 JHB_F 497 JHB_G 434 Planning_region_code 1 TSH_1 729 TSH_2 318 TSH_3 630 TSH_4 327 TSH_5 79 TSH_6 624 TSH_7 103 V8 13617 0 74201001 20 74201002 20 74201003 20 74201004 20 74201005 24 74201006 20 74201007 22 74201008 20 74201009 20 74201010 20 74201011 20 74201012 20 74201013 20 74201014 20 74201015 21 74201016 20 74201017 20 74201018 20 74201019 20 74201020 20 74201021 20 74201022 20 74201023 20 74201024 20 74201025 20 74201026 20 74201027 20 74201028 20 74201029 20 74201030 19 74201031 20 74201032 21 74201033 20 74201034 20 74201035 20 74201036 20 74201037 20 74201038 20 74201039 20 74201040 20 74201041 20 74201042 20 74201043 20 74201044 20 74201045 20 74202001 40 74202002 40 74202003 40 74202004 40 74202005 42 74202006 40 74202007 40 74202008 40 74202009 40 74202010 40 74202011 41 74202012 40 74202013 42 74202014 40 74202015 41 74203001 49 74203002 48 74203003 48 74203004 49 74203005 48 74203006 48 74203007 52 74203008 49 74203009 48 74203010 64 74203011 48 74203012 49 74203013 47 74205001 22 74205002 20 74205003 20 74205004 20 74205005 20 74205006 20 74205007 20 74205008 22 74205009 20 74205010 20 74205011 20 74205012 20 74205013 21 74205014 20 74205015 20 74205016 20 74205017 20 74205018 20 74205019 20 74205020 20 74205021 21 74205022 20 74205023 22 74205024 20 74205025 20 74205026 21 74205027 20 74205028 23 74205029 20 74205030 23 74205031 20 74205032 20 74205033 20 74205034 20 74205035 20 74801001 20 74801002 20 74801003 20 74801004 20 74801005 20 74801006 20 74801007 20 74801008 20 74801009 20 74801010 20 74801011 20 74801012 20 74801013 20 74801014 20 74801015 20 74801016 20 74801017 22 74801018 20 74801019 20 74801020 20 74801021 20 74801022 20 74801023 20 74801024 20 74801025 20 74801026 24 74801027 20 74801028 20 74801029 26 74801030 20 74801031 20 74801032 20 74801033 20 74801034 20 74801035 20 74801036 20 74801037 20 74801038 20 74801039 20 74804001 22 74804002 22 74804003 22 74804004 22 74804005 22 74804006 22 74804007 22 74804008 23 74804009 22 74804010 22 74804011 22 74804012 22 74804013 22 74804014 26 74804015 22 74804016 22 74804017 22 74804018 22 74804019 21 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79800046 26 79800047 26 79800048 27 79800049 26 79800050 26 79800051 27 79800052 26 79800053 26 79800054 32 79800055 26 79800056 26 79800057 26 79800058 26 79800059 24 79800060 25 79800061 26 79800062 26 79800063 28 79800064 26 79800065 26 79800066 26 79800067 26 79800068 26 79800069 26 79800070 26 79800071 28 79800072 28 79800073 26 79800074 26 79800075 26 79800076 27 79800077 26 79800078 26 79800079 25 79800080 26 79800081 25 79800082 27 79800083 25 79800084 29 79800085 28 79800086 25 79800087 27 79800088 26 79800089 27 79800090 26 79800091 26 79800092 26 79800093 24 79800094 36 79800095 26 79800096 26 79800097 32 79800098 26 79800099 26 79800100 26 79800101 24 79800102 25 79800103 26 79800104 26 79800105 25 79800106 25 79800107 26 79800108 26 79800109 25 79800110 26 79800111 26 79800112 22 79800113 26 79800114 26 79800115 26 79800116 26 79800117 26 79800118 27 79800119 26 79800120 27 79800121 26 79800122 26 79800123 26 79800124 26 79800125 27 79800126 27 79800127 26 79800128 26 79800129 26 79800130 26 79800131 26 79800132 27 79800133 26 79800134 26 79800135 26 79900001 26 79900002 26 79900003 27 79900004 26 79900005 29 79900006 26 79900007 27 79900008 28 79900009 26 79900010 26 79900011 26 79900012 26 79900013 26 79900014 27 79900015 26 79900016 26 79900017 27 79900018 26 79900019 26 79900020 26 79900021 26 79900022 26 79900023 26 79900024 26 79900025 26 79900026 26 79900027 26 79900028 26 79900029 26 79900030 26 79900031 26 79900032 26 79900033 27 79900034 26 79900035 26 79900036 26 79900037 26 79900038 26 79900039 26 79900040 26 79900041 26 79900042 26 79900043 26 79900044 26 79900045 26 79900046 26 79900047 26 79900048 32 79900049 26 79900050 26 79900051 27 79900052 26 79900053 26 79900054 26 79900055 26 79900056 26 79900057 27 79900058 27 79900059 26 79900060 26 79900061 26 79900062 27 79900063 26 79900064 26 79900065 30 79900066 31 79900067 26 79900068 26 79900069 26 79900070 26 79900071 26 79900072 27 79900073 26 79900074 25 79900075 26 79900076 26 79900077 25 79900078 26 79900079 26 79900080 26 79900081 26 79900082 28 79900083 26 79900084 26 79900085 26 79900086 26 79900087 26 79900088 26 79900089 26 79900090 26 79900091 26 79900092 25 79900093 26 79900094 26 79900095 27 79900096 26 79900097 26 79900098 26 79900099 26 79900100 27 79900101 25 79900102 26 79900103 26 79900104 26 79900105 25 79900106 26 79900107 25 ward_code 1 V9 13617 0 V10 13617 0 1 4281 10 3 11 1 2 5168 3 2407 4 1128 5 382 6 136 7 65 8 30 9 15 adult_count 1 V11 13617 0 V12 13617 0 15-20 minutes 1022 21-30 minutes 4713 31-40 minutes 4682 41-50 minutes 2189 51-60 minutes 685 61-90 minutes 302 More than 90 minutes 23 dur_mins_recode 1 V13 13617 0 Afrikaans 447 English 5742 IsiNdebele 88 IsiXhosa 687 IsiZulu 3173 Sepedi 620 Sesotho 1506 Setswana 1090 SiSwati 29 Tshivenda 47 Xitsonga 187 interview_lang 1 V14 13617 0 Black African 10933 Coloured 378 Indian/Asian 210 Other 17 White 2078 a1_pop_group 1 V15 13617 0 Female 7276 Male 6340 a2_sex 1 V16 13617 0 Caravan or tent 4 Cluster house in a complex 168 Flat or apartment in a block of flats 1059 Hostel 154 House, brick or concrete structure on a separate stand 9126 House, flat or room separate from main dwelling in backyard 684 Informal dwelling NOT in backyard, e.g. in informal squatter settlement or on a farm 1143 Informal dwelling or shack in backyard 748 Other (specify) 3 Room or flat which is part of main dwelling or property 249 Semi-detached house not in a complex 67 Townhouse (semi-detached house in a complex) 181 Traditional dwelling, hut or structure made of traditional materials 23 Unit in a retirement home or barracks etc. 7 a3_dwelling_type 1 V17 13617 0 Formal 11541 Informal 1891 Other 184 a3_dwelling_type_recode 1 V18 13617 0 Dont Know 38 No 116 Yes 13462 q1_1_address 1 V19 13617 0 1 2909 10+ 40 2 2456 3 3384 4 2215 5 1405 6 718 7 303 8 142 9 44 q1_2c_rooms 1 V20 2910 0 0 2662 1 225 2 9 3 4 4 1 5 2 6 1 8 3 9+ 2 q1_2d_households 1 V21 13617 Allowed to stay rent free by owner 1149 Dont know 19 Other 150 Owned 8456 Renting 3238 Squatting or living rent-free in an informal dwelling youve built, or in a vacant building or on vacant land 604 q1_3_tenure 1 V22 8457 0 Built on land you own using own or family funds 911 Built using government housing subsidy and own contribution 169 Free RDP house 2021 Inherited 288 Other 100 Owned, but paying off a bond 1729 Owned, fully paid off 3126 Transfer of title deed of existing government house 112 q1_3a_ownership 1 V23 3239 0 Other 64 Public, municipal or council rental 167 Rent from housing association 155 Renting from an individual or letting agency 2692 Sub tenant or sub let 160 q1_3b_renting 1 V24 13617 0 Dam, pool or standing water 2 Flowing river or stream 4 Other 42 Piped, into the dwelling 10009 Piped, into the yard only 2512 Rainwater tank (eg. JoJo tank) 94 Street taps or standpipes 712 Water tanker or truck 108 Well or borehole 133 q1_4_water 1 V25 12522 0 Dont know 602 No meter 1500 Prepaid meter 2446 Standard meter (get a bill afterwards) 7973 q1_5_water_meter 1 V26 13484 0 No 12800 Yes 683 q1_6_borehole 1 V27 13523 0 No 12687 Yes 835 q1_7_rainwater 1 V28 13617 0 Always 10139 Hardly Ever 199 Never 219 Sometimes 1086 Usually 1973 q1_8_water_clean 1 V29 13234 0 A couple of times a month 1911 A couple of times a year 4722 Every week 866 Never 4611 Once a month 1123 q1_9_water_interruptions 1 V30 13617 0 Bucket toilet 115 Chemical toilet 261 Communal toilet 137 Flush toilet connected to sewage system 11457 Flush toilet with septic tank 506 Neighbours toilet 49 No access to toilet 50 Other 25 Pit latrine with ventilation pipe 374 Pit latrine without ventilation pipe 642 q1_10_toilet_type 1 V31 13617 0 Burnt in pit 397 Other 145 Placed on communal rubbish dump 545 Placed on own rubbish dump 278 Removed from the house at least once a week 11011 Removed from the house less often 350 Thrown in the street or veldt 890 q1_11_removal 1 V32 13617 0 No 4601 Yes 9015 q1_12_1_prepaid 1 V33 4602 0 No 1627 Yes 2974 q1_12_2_postpaid 1 V34 13617 0 No 12959 Yes 657 q1_12_3_solar 1 V35 13617 0 No 12996 Yes 620 q1_12_4_generator 1 V36 13617 0 No 13410 Yes 206 q1_12_5_neighbour 1 V37 13617 0 No 13518 Yes 98 q1_12_6_car 1 V38 13617 0 No 12965 Yes 651 q1_12_7_elsewhere 1 V39 976 0 No 769 Yes 206 q1_12_8_dont_know 1 V40 770 0 No 330 Yes 439 q1_12_9_none 1 V41 13617 0 Any_electricity 1 No form of electricity 975 Some form of electricity 12641 V42 12972 0 Has a metered connection 11989 Metered_connection 1 Not a metered connection 982 V43 12972 0 Generating some electricity 1176 Generating_electricity 1 Not generating electricity 11795 V44 1177 0 For daily use 348 Loadshedding or power cuts only 828 q1_12a_elec_generation 1 V45 829 0 Dont Know 92 No 571 Not applicable 24 Yes 141 q1_12b_elec_gen_plans 1 V46 11466 0 Dont Know 979 No 9170 Not applicable 438 Yes 878 q1_13_elec_loadshedding 1 V47 886 0 Other (specify) 20 Will start generating electricity for daily use 220 Will start generating electricity for loadshedding or power cuts 645 q1_13a_elec_plans_orig 1 V48 13617 -1 13596 1 CANT AFFORD GENARATOR 1 ELETCRICITY IS EXPENSIVE 1 FOR COST FACTOR 1 FOR PERMANENT USE 1 FOR THE GYSER 1 GAS 3 GAS STOVE AND PRAMASTOVE 1 NO BECOUSE HE IS RENTING 1 No plans 1 PRAMASTOVE 3 SHE IS RENTING SHES NOT PLANNING TO STAY HERE FOR EVER 1 She have no idea since shes renting 1 THE ELECTRICITY INTERRUPTIONS HAPPEN EVERY SECOND DAY RIGHT THROGH THE YEAR. SO IT WOULD BE USED AS A BACK UP 1 THERESPONDED SAYS HE'S NOT PLANNING TO HAVE ANY BACKUP GENARATOR BECOUSE HE CANT AFFORD IT. 1 TOO EXPENSIVE 1 q1_13a_elec_plans_other 1 V49 886 0 Other (specify) 10 Will start generating electricity for daily use 228 Will start generating electricity for loadshedding or power cuts 647 q1_13a_elec_plans 1 V50 13617 0 Do not plan to generate some/more electricity 12597 Generate_own_electricity 1 Plan to generate some/more electricity 1019 V51 13617 0 Do not plan to start generating most energy 13131 Plan to start generating most energy 369 Planning_off_grid 1 Unsure 116 V52 11990 0 A couple of times a month 4036 A couple of times a year 3758 Every week 2347 Never 918 Once a month 930 q1_14_elec_interruptions 1 V53 13617 0 Coal 53 Electricity 11073 Gas or LPG 1654 Other 16 Paraffin 671 Wood 149 q1_15_cooking 1 V54 13617 0 Candles 582 Electricity 12618 Gas or LPG 36 Other 31 Paraffin 186 Solar/renewable 163 q1_16_lighting 1 V55 13617 0 Dont Know 1765 No 9459 Yes 2392 q1_17_arrears 1 V56 2393 0 Cant afford to pay 1740 Dispute around incorrect billing/metering 299 Dispute over who should pay 11 Dissatisfied with service received 81 Dont receive bills 102 Other (specify) 50 Others arent paying 43 Payment systems not working 35 Should be free 31 q1_18_arrears_reason 1 V57 13617 0 No 11777 Yes 1839 q1_19_1_flood 1 V58 13617 0 No 12760 Yes 856 q1_19_2_tremor 1 V59 13617 0 No 13080 Yes 536 q1_19_3_fire 1 V60 13617 0 No 8264 Yes 5352 q1_19_4_heat 1 V61 13617 0 No 10323 Yes 3293 q1_19_5_wind 1 V62 13617 0 No 7658 Yes 5958 q1_19_6_lightning 1 V63 13617 0 No 9990 Yes 3626 q1_19_7_hail 1 V64 13617 0 No 13451 Yes 165 q1_19_8_tornado 1 V65 13617 0 No 13145 Yes 471 q1_19_9_sinkhole 1 V66 8233 0 No 6670 Yes 1562 q1_20_damages 1 V67 13617 0 Dissatisfied 2044 Neither satisfied nor dissatisfied 765 Satisfied 6369 Very dissatisfied 913 Very satisfied 3525 q2_1_dwelling 1 V68 13617 0 Dissatisfied 1090 Neither satisfied nor dissatisfied 496 Satisfied 7993 Very dissatisfied 489 Very satisfied 3548 q2_2_water 1 V69 13617 0 Dissatisfied 1586 Neither satisfied nor dissatisfied 812 Satisfied 7147 Very dissatisfied 1232 Very satisfied 2839 q2_3_sewarage 1 V70 13617 0 Dissatisfied 1541 Neither satisfied nor dissatisfied 639 Satisfied 7033 Very dissatisfied 1352 Very satisfied 3051 q2_4_waste 1 V71 13617 0 Dissatisfied 1973 Neither satisfied nor dissatisfied 967 Satisfied 7457 Very dissatisfied 1160 Very satisfied 2059 q2_5_energy 1 V72 13617 0 Dissatisfied 3274 Neither satisfied nor dissatisfied 4417 Satisfied 3529 Very dissatisfied 1771 Very satisfied 625 q2_6_service_cost 1 V73 13617 0 Dissatisfied 3155 Neither satisfied nor dissatisfied 4756 Satisfied 3307 Very dissatisfied 1837 Very satisfied 561 q2_7_billing_satis 1 V74 13617 0 Dissatisfied 3256 Neither satisfied nor dissatisfied 791 Satisfied 5193 Very dissatisfied 2970 Very satisfied 1406 q2_8_roads 1 V75 13617 0 Dissatisfied 3531 Neither satisfied nor dissatisfied 1033 Satisfied 4356 Very dissatisfied 3236 Very satisfied 1460 q2_9_street_lights 1 V76 13617 0 Dissatisfied 905 Neither satisfied nor dissatisfied 1413 Not applicable 2299 Satisfied 6345 Very dissatisfied 956 Very satisfied 1698 q2_10_schools 1 V77 13617 0 Dissatisfied 5372 Neither satisfied nor dissatisfied 1786 Satisfied 1765 Very dissatisfied 4478 Very satisfied 215 q2_11_gov_initiatives 1 V78 13617 0 Dissatisfied 2600 Neither satisfied nor dissatisfied 1452 Satisfied 6264 Very dissatisfied 1143 Very satisfied 2157 q2_12_covid 1 V79 13617 0 Country outside South Africa 1412 Eastern Cape 719 Free State 576 Gauteng 7338 KwaZulu Natal 860 Limpopo 1306 Mpumalanga 645 North West 534 Northern Cape 102 Western Cape 124 q3_1_birth_prov 1 V80 13617 0 Born in Gauteng 7338 Born in another country 1412 Born in another province in South Africa 4866 q3_1_birth_prov_recode 1 V81 1373 0 Algeria 1 American Samoa 1 Angola 5 Antarctica 1 Argentina 1 Australia 2 Austria 2 Bangladesh 3 Belgium 1 Benin 1 Bosnia and Herzegovina 1 Botswana 11 British Indian Ocean Territory 1 Burundi 3 Cameroon 1 Chad 1 China 1 Congo, Democratic Republic of the 41 Congo, Republic of the 5 Cote dIvoire 2 Czech Republic 1 Denmark 1 Egypt 3 Eritrea 1 Ethiopia 7 Europa Island 2 Gabon 1 Germany 9 Ghana 6 Greece 3 Guatemala 1 India 14 Italy 3 Kenya 9 Lesotho 226 Malawi 133 Mali 1 Malta 2 Mauritius 1 Mexico 1 Mozambique 201 Namibia 23 Netherlands 7 Nigeria 32 Pakistan 2 Poland 1 Portugal 9 Russia 1 Singapore 1 Somalia 3 Sri Lanka 1 Swaziland 29 Taiwan 1 Tanzania 8 Uganda 4 United Kingdom 35 United States 5 Western Sahara 1 Zambia 23 Zimbabwe 475 q3_2_birth_country 1 V82 6279 0 Country outside South Africa 1282 Eastern Cape 666 Free State 595 KwaZulu Natal 889 Limpopo 1318 Mpumalanga 688 North West 573 Northern Cape 102 Western Cape 165 q3_3_prev_residence 1 V83 6279 0 1940 2 1942 2 1943 1 1944 1 1945 4 1947 2 1948 1 1949 2 1950 8 1951 4 1952 6 1953 5 1954 8 1955 11 1956 8 1957 11 1958 8 1959 7 1960 34 1961 10 1962 14 1963 19 1964 21 1965 33 1966 19 1967 19 1968 19 1969 34 1970 68 1971 37 1972 37 1973 25 1974 27 1975 32 1976 27 1977 25 1978 37 1979 43 1980 96 1981 50 1982 65 1983 48 1984 64 1985 51 1986 70 1987 74 1988 59 1989 95 1990 127 1991 104 1992 88 1993 77 1994 132 1995 126 1996 128 1997 129 1998 126 1999 143 2000 232 2001 144 2002 150 2003 157 2004 146 2005 162 2006 145 2007 200 2008 212 2009 193 2010 232 2011 127 2012 159 2013 139 2014 169 2015 162 2016 212 2017 180 2018 188 2019 208 2020 194 2021 44 q3_4_year_gp 1 V84 6279 0 2-3 years ago 370 4-5 years ago 391 6-10 years ago 787 In the last year 338 More than 10 years ago 4392 q3_4_year_gp_recode 1 V85 13617 0 1-2 years 934 3-4 years 872 5-10 years 1636 I have always lived here 3892 Less than 1 year 621 More than 10 years 5661 q3_5_length_stay 1 V86 9725 0 Another country 594 Another province 2871 Somewhere else in Gauteng 6259 q3_6_previous_home 1 V87 6260 0 City of Ekurhuleni 1100 City of Johannesburg 2025 City of Tshwane 1349 Dont know 5 Emfuleni 493 Lesedi 145 Merafong 287 Midvaal 210 Mogale City 310 Rand West 335 q3_6a_municipality 1 V88 13617 0 V89 9725 0 Flat or apartment 996 House or brick or concrete structure 6867 Informal dwelling in backyard 489 Informal dwelling in informal settlement 700 Other 92 Traditional dwelling or dwelling made from traditional materials 580 q3_8_prev_dwelling_type 1 V90 9725 Couldnt go anywhere else 281 Housing options are better than where I was before 1809 I wanted a place with better services (water, electricity, health care options) 407 It is safer than where I was before 319 My family moved here when I was a child 657 Other (specify) 113 To access schools/education facilities 515 To be close to work 1551 To join family or people I know (a partner/spouse, family members, friends, people from home town/area) 2226 To look for work 1744 To start a business 102 q3_9_reason_moved 1 V91 13617 0 Another country 757 Another neighbourhood in Gauteng 965 Another province 2522 This neighbourhood 9372 q3_10_home 1 V92 13617 0 No 9638 Yes 3978 q3_11_remittances 1 V93 13617 0 Deterioration 2158 Improvement 2659 No Change 8799 q4_1_change 1 V94 13617 0 Alcohol abuse 272 Corruption 158 Crime (e.g. robbery, hijacking, murder, etc.) 4236 Disease (e.g. HIV / AIDS, malaria, diabetes, TB) 18 Drugs 1080 Emergencies or disasters (e.g. fire, flood, drought, natural disaster) 26 Foreigners 114 Gangs 23 High cost of living 311 Lack of basic services (e.g. housing, water, electricity, roads) 1975 Lack of maintenance (e.g. potholes, street lights, leaking pipes) 782 Lack of security 6 No problem 645 Other (specify) 221 Pollution (e.g. air, water, noise, litter, vandalism) 167 Poverty (e.g. hunger, homelessness, begging) 95 Protests, unrest, strikes 6 Unemployment 3434 Violence against women and children / domestic violence / rape 47 q4_2_biggest_problem 1 V95 13617 0 Dont know 608 Most people can be trusted 5291 You need to be very careful 7717 q4_3_community_trust 1 V96 13617 0 Better off 3031 Same 9485 Worse off 1100 q4_4_status 1 V97 13617 0 Church 119 Family and Friends 418 Health care facilities 277 I dont make any trips 289 Other purpose (please specify) 63 Shopping 6019 Taking children to school 316 To go to a place of leisure or entertainment 317 To go to the place where I study (school, college, university) 606 To go to work 4457 To look for work (respondent is unemployed and travels looking for work) 735 q5_1_frequent_trip 1 V98 264 0 No 10 Yes 253 q5_2_non_movement 1 V99 13617 0 Missing due to skip 13606 Other purpose (please specify) 1 Shopping 4 Taking children to school 1 To go to a place of leisure or entertainment 2 To go to work 1 To look for work (respondent is unemployed and travels looking for work) 1 q5_3_trip 1 V100 13617 0 Church 119 Family and Friends 418 Health care facilities 277 I dont make any trips 279 Other purpose (please specify) 64 Shopping 6023 Taking children to school 317 To go to a place of leisure or entertainment 319 To go to the place where I study (school, college, university) 606 To go to work 4458 To look for work (respondent is unemployed and travels looking for work) 736 q5_1_3_frequent_trip_cons 1 V101 13305 0 City of Ekurhuleni 2743 City of Johannesburg 3873 City of Tshwane 2852 Emfuleni 861 Lesedi 462 Merafong 610 Midvaal 422 Mogale City 613 Other 120 Rand West 748 q5_4_1_trip_destination 1 V102 13617 V103 13617 0 -1 279 -3 33 0:00 5 0:08 1 0:15 1 10:00 1458 10:01 16 10:02 8 10:03 13 10:04 12 10:05 20 10:06 9 10:07 2 10:08 5 10:09 2 10:10 16 10:11 2 10:12 4 10:13 5 10:14 4 10:15 31 10:16 6 10:17 1 10:18 3 10:19 2 10:20 13 10:21 2 10:22 2 10:23 2 10:24 3 10:25 5 10:26 6 10:27 3 10:28 4 10:29 6 10:30 364 10:31 6 10:32 6 10:33 10 10:35 8 10:36 5 10:37 4 10:38 4 10:39 4 10:40 13 10:41 5 10:42 2 10:43 3 10:45 14 10:46 2 10:47 2 10:48 1 10:49 3 10:50 7 10:51 2 10:53 2 10:54 1 10:55 4 10:57 3 10:58 2 10:59 2 11:00 631 11:01 17 11:02 7 11:03 7 11:04 3 11:05 7 11:06 3 11:07 2 11:08 1 11:09 2 11:10 9 11:11 3 11:12 2 11:13 1 11:15 16 11:16 1 11:17 1 11:19 1 11:20 10 11:21 1 11:22 1 11:23 1 11:25 3 11:30 150 11:31 5 11:32 1 11:33 3 11:34 1 11:35 2 11:36 2 11:37 4 11:38 1 11:40 8 11:42 1 11:43 1 11:44 1 11:45 10 11:46 1 11:47 1 11:50 6 11:52 2 11:53 1 11:54 2 11:55 2 12:00 420 12:01 5 12:02 6 12:03 5 12:04 5 12:05 8 12:06 2 12:08 1 12:09 2 12:10 5 12:11 2 12:13 2 12:15 11 12:16 2 12:18 1 12:19 2 12:20 11 12:24 2 12:25 1 12:30 115 12:31 1 12:32 2 12:33 1 12:35 1 12:37 1 12:38 1 12:40 10 12:41 2 12:43 1 12:44 2 12:45 5 12:47 2 12:50 3 12:51 1 12:52 1 12:54 2 12:55 2 12:56 1 12:57 1 12:58 1 12:59 1 13:00 231 13:01 7 13:04 2 13:05 3 13:06 3 13:07 3 13:09 2 13:10 8 13:11 1 13:12 2 13:13 1 13:14 2 13:15 11 13:16 1 13:17 1 13:18 1 13:19 1 13:20 7 13:22 2 13:23 1 13:25 1 13:27 1 13:30 71 13:31 1 13:33 3 13:34 1 13:36 2 13:37 2 13:39 1 13:40 3 13:43 1 13:45 3 13:48 1 13:50 4 13:52 1 13:54 1 13:55 1 13:56 3 13:58 2 14:00 155 14:01 3 14:02 1 14:05 1 14:06 1 14:07 1 14:10 2 14:12 1 14:13 1 14:14 1 14:15 5 14:16 1 14:17 1 14:18 2 14:19 1 14:20 2 14:23 1 14:24 1 14:25 1 14:29 1 14:30 41 14:32 4 14:33 1 14:35 3 14:37 2 14:40 1 14:45 3 14:48 1 14:50 2 14:51 1 14:54 1 14:55 1 14:56 1 15:00 123 15:01 1 15:03 1 15:05 4 15:08 1 15:10 2 15:15 6 15:16 1 15:18 1 15:20 2 15:24 1 15:25 2 15:29 1 15:30 39 15:31 1 15:40 1 15:43 1 15:45 2 15:50 1 15:52 1 15:53 1 15:59 1 16:00 101 16:02 1 16:07 1 16:08 1 16:10 2 16:14 2 16:15 7 16:20 4 16:21 1 16:22 1 16:23 1 16:25 1 16:27 1 16:30 35 16:45 1 16:47 1 16:50 2 16:55 1 16:59 1 17:00 67 17:01 2 17:05 1 17:08 1 17:10 2 17:15 3 17:20 3 17:24 1 17:30 24 17:33 1 17:34 1 17:35 1 17:40 1 17:45 2 18:00 21 18:05 1 18:15 1 18:20 1 18:30 8 18:36 1 19:00 11 19:03 1 19:15 1 19:30 6 19:35 1 19:50 1 19:58 1 1:00 1 1:30 1 20:00 7 20:15 2 20:20 2 20:25 1 20:30 4 20:45 1 20:52 1 21:00 3 21:30 2 21:40 1 22:00 1 22:05 1 22:20 1 23:00 1 2:00 8 2:10 2 2:30 6 3:00 16 3:04 1 3:10 1 3:15 3 3:20 2 3:30 16 3:37 1 3:40 2 3:45 3 3:53 1 4:00 71 4:01 2 4:02 1 4:03 1 4:04 1 4:10 2 4:14 1 4:15 4 4:16 1 4:18 1 4:20 3 4:25 2 4:30 65 4:31 1 4:32 1 4:38 1 4:39 1 4:40 5 4:45 16 4:50 5 4:55 2 5:00 356 5:01 3 5:02 2 5:03 4 5:04 1 5:05 8 5:07 1 5:08 1 5:09 2 5:10 18 5:11 1 5:12 1 5:15 22 5:16 1 5:17 1 5:18 1 5:20 23 5:21 1 5:25 3 5:26 1 5:28 2 5:30 252 5:31 2 5:35 4 5:36 1 5:37 1 5:38 1 5:40 13 5:41 1 5:44 1 5:45 44 5:46 1 5:50 15 5:52 1 5:54 1 5:55 3 5:59 2 6:00 910 6:01 6 6:02 6 6:03 10 6:04 7 6:05 8 6:06 3 6:07 2 6:08 3 6:09 3 6:10 30 6:11 1 6:12 1 6:13 3 6:14 1 6:15 60 6:16 2 6:17 1 6:18 2 6:19 1 6:20 34 6:21 3 6:22 2 6:23 2 6:24 1 6:25 3 6:26 3 6:27 2 6:28 1 6:30 517 6:31 3 6:32 2 6:33 3 6:35 6 6:36 1 6:38 3 6:39 2 6:40 30 6:42 2 6:43 3 6:44 2 6:45 94 6:46 1 6:47 1 6:48 1 6:49 1 6:50 42 6:51 1 6:52 1 6:54 2 6:55 7 6:58 1 6:59 5 7:00 1318 7:01 7 7:02 9 7:03 4 7:04 8 7:05 15 7:06 4 7:07 2 7:08 2 7:09 5 7:10 32 7:11 2 7:12 1 7:13 1 7:14 6 7:15 84 7:16 1 7:17 1 7:18 1 7:19 2 7:20 30 7:22 2 7:24 3 7:25 6 7:26 1 7:27 4 7:28 4 7:29 2 7:30 518 7:31 9 7:32 3 7:33 2 7:34 4 7:35 8 7:36 3 7:37 1 7:38 1 7:39 1 7:40 20 7:42 1 7:43 1 7:44 2 7:45 50 7:49 1 7:50 17 7:52 2 7:53 2 7:54 1 7:55 10 7:57 2 7:58 2 7:59 3 8:00 1075 8:01 14 8:02 8 8:03 3 8:04 8 8:05 9 8:06 4 8:07 3 8:08 4 8:09 3 8:10 23 8:11 2 8:12 1 8:13 1 8:14 3 8:15 22 8:16 1 8:17 1 8:18 3 8:19 4 8:20 12 8:21 2 8:22 1 8:23 4 8:24 1 8:25 7 8:26 2 8:27 1 8:28 1 8:29 6 8:30 253 8:31 1 8:32 3 8:33 5 8:34 2 8:35 4 8:36 1 8:37 2 8:38 1 8:40 13 8:42 1 8:43 2 8:44 2 8:45 21 8:46 2 8:47 5 8:49 2 8:50 10 8:51 2 8:52 1 8:53 2 8:55 6 8:56 1 8:57 1 8:58 3 9:00 1158 9:01 10 9:02 10 9:03 2 9:04 9 9:05 12 9:06 3 9:07 2 9:08 5 9:09 2 9:10 14 9:11 1 9:12 3 9:13 1 9:14 5 9:15 18 9:16 1 9:17 1 9:18 2 9:19 3 9:20 12 9:21 1 9:22 3 9:23 1 9:25 9 9:26 2 9:27 1 9:28 5 9:29 3 9:30 296 9:31 7 9:32 5 9:33 3 9:34 3 9:35 10 9:36 1 9:37 3 9:38 2 9:39 3 9:40 12 9:41 1 9:43 4 9:44 2 9:45 15 9:46 6 9:47 2 9:48 2 9:50 4 9:51 3 9:52 1 9:53 2 9:55 2 9:57 3 9:58 2 q5_5_depart_time 1 V104 13305 0 00:00-00:59 7 01:00-01:59 2 02:00-02:59 16 03:00-03:59 46 04:00-04:59 187 05:00-05:59 796 06:00-06:59 1842 07:00-07:59 2221 08:00-08:59 1575 09:00-09:59 1693 10:00-10:59 2144 11:00-11:59 935 12:00-12:59 650 13:00-13:59 393 14:00-14:59 245 15:00-15:59 194 16:00-16:59 165 17:00-17:59 110 18:00-18:59 33 19:00-19:59 22 20:00-20:59 18 21:00-21:59 6 22:00-22:59 3 23:00-23:59 1 q5_5_depart_time_recode 1 V105 13305 0 0 9 1 47 10 1542 100 6 105 4 108 1 11 6 110 3 115 2 12 32 120 195 125 2 13 6 135 1 14 5 140 6 145 1 15 2148 150 16 16 5 160 2 165 1 17 8 18 16 180 49 19 1 2 98 20 1819 200 2 21 1 22 1 23 1 240 18 25 468 26 1 260 1 27 3 270 2 28 5 280 1 3 74 30 2495 300 4 31 1 320 1 34 1 35 265 36 1 360 5 37 3 38 3 4 25 40 353 45 1001 46 2 49 1 5 920 50 120 52 1 53 1 54 1 55 13 56 1 58 1 6 33 60 900 600 1 607 1 65 8 68 1 7 83 70 21 72 2 75 114 8 47 80 22 85 12 9 3 90 224 95 3 96 1 q5_6_time_destination 1 V106 13305 0 0-15 minutes 5078 16-30 minutes 4824 31-45 minutes 1628 46-60 minutes 1041 61-75 minutes 146 75-90 minutes 258 More than 90 minutes 329 q5_6_time_destination_recode 1 V107 13305 0 Bicycle 36 Car as driver 3538 Car as passenger 983 Gautrain 11 Minibus Taxi 5596 Motorbike 14 Other bus (e.g. Metrobus, Putco, City of Tshwane, Gautrain bus) 167 Other taxi (e.g. metered taxi, Uber, Taxify) 264 Other type transport 79 ReaVaya or A re yeng or Harambee 39 Train 40 Walk 2537 q5_7_mode_transport 1 V108 5854 0 Bit unsafe 800 Fairly safe 2690 Neither safe nor unsafe 317 Very safe 1757 Very unsafe 289 q5_8_pub_transport_waiting 1 V109 5854 0 Bit unsafe 757 Fairly safe 2682 Neither safe nor unsafe 414 Very safe 1718 Very unsafe 282 q5_9_pub_transport_safety 1 V110 13305 0 Dont know 840 R0 1365 R1 - R50 956 R1 001 - R2 000 1696 R101 - R250 1703 R2 001 or more 855 R251 - R500 1894 R501 - R1 000 2344 R51 - R100 1651 q5_10_transport_exp 1 V111 13305 0 0 828 1 691 10 2250 105 1 11 4 12 29 120 7 13 5 15 1306 16 2 17 2 18 1 180 2 19 2 2 1305 20 643 24 2 240 2 25 94 27 1 28 3 3 960 30 456 32 1 35 25 38 1 4 149 40 31 45 66 46 1 5 4033 50 9 6 77 60 61 7 154 70 1 75 3 8 83 9 3 90 10 q5_11_pub_transport_prox 1 V112 13305 0 0-10 minutes 10533 11-20 minutes 1994 21-30 minutes 556 31-40 minutes 58 More than 40 minutes 163 q5_11_pub_transport_prox_recode 1 V113 13305 0 A couple of times a month 1061 A couple of times a year 1029 Every week 241 Most days 193 Never 10331 Once a month 449 q5_12_ehail 1 V114 13584 0 No 13053 Yes 530 q5_13_road_accident 1 V115 13617 0 V116 13305 0 No 11352 Yes 1952 q5_14_1_work 1 V117 13305 0 No 11040 Yes 2264 q5_14_2_relig 1 V118 13305 0 No 12524 Yes 780 q5_14_3_school 1 V119 13305 0 No 11448 Yes 1856 q5_14_4_clinic 1 V120 13305 0 No 13008 Yes 296 q5_14_5_creche 1 V121 13305 0 No 6859 Yes 6445 q5_14_6_spaza 1 V122 13305 0 No 6471 Yes 6833 q5_14_7_mall 1 V123 13305 0 No 12121 Yes 1183 q5_14_8_restaurant 1 V124 13305 0 No 8850 Yes 4454 q5_14_9_friends 1 V125 13305 0 No 12053 Yes 1251 q5_14_10_bank 1 V126 13305 0 No 12913 Yes 391 q5_14_11_internet 1 V127 13305 0 No 12354 Yes 950 q5_14_12_bar 1 V128 13305 0 No 12413 Yes 891 q5_14_13_park 1 V129 13305 0 No 13080 Yes 224 q5_14_14_library 1 V130 13305 0 No 12695 Yes 609 q5_14_15_sport 1 V131 13305 0 No 12545 Yes 759 q5_14_16_nowhere 1 V132 13305 0 No 13080 Yes 224 q5_14_17_other 1 V133 13617 0 No 3854 Yes 9762 q6_1_internet 1 V134 13617 0 No 8665 Yes 4951 q6_2_debt 1 V135 4952 0 No 2324 Yes 2627 q6_2a_missed 1 V136 13617 0 No 12949 Yes 667 q6_3_1_landline 1 V137 13617 0 No 399 Yes 13217 q6_3_2_cell 1 V138 13617 0 No 1800 Yes 11816 q6_3_3_tv 1 V139 13617 0 No 8262 Yes 5354 q6_3_4_computer 1 V140 13617 0 No 4361 Yes 9255 q6_3_5_radio 1 V141 13617 0 No 5096 Yes 8520 q6_3_6_dstv 1 V142 13617 0 No 10125 Yes 3491 q6_3_7_internet 1 V143 13617 0 No 8043 Yes 5573 q6_3_8_car 1 V144 13617 0 No 11535 Yes 2081 q6_3_9_bicycle 1 V145 13617 0 No 1672 Yes 11944 q6_3_10_fridge 1 V146 13617 0 No 10320 Yes 3296 q6_4_skip_meal 1 V147 13617 0 No 6977 There are no children in this household 4945 Yes 1694 q6_5_feed_children 1 V148 8672 0 No 5015 Yes 3656 q6_5a_feeding 1 V149 13617 0 1 3 1 2 42 1 3 297 1 4 165 1 5 150 1 6 204 1 7 92 1 8 38 1 9 19 2 16 2 1 18 2 3 157 2 4 139 2 5 37 2 6 271 2 7 53 2 8 80 2 9 6 3 49 3 1 346 3 2 206 3 4 1422 3 5 671 3 6 885 3 7 462 3 8 543 3 9 25 4 20 4 1 117 4 2 99 4 3 813 4 5 233 4 6 690 4 7 154 4 8 296 4 9 24 5 14 5 1 75 5 2 18 5 3 259 5 4 151 5 6 126 5 7 95 5 8 30 5 9 12 6 28 6 1 159 6 2 251 6 3 359 6 4 647 6 5 120 6 7 146 6 8 564 6 9 47 7 15 7 1 87 7 2 36 7 3 242 7 4 176 7 5 130 7 6 139 7 8 48 7 9 14 8 7 8 1 20 8 2 46 8 3 129 8 4 107 8 5 15 8 6 300 8 7 15 8 9 29 9 3 9 1 14 9 2 6 9 3 23 9 4 16 9 5 8 9 6 32 9 7 3 9 8 13 q6_6_food 1 V150 13617 0 No 11770 Yes 1846 q6_6_1_beans 1 V151 13617 0 No 12135 Yes 1481 q6_6_2_polony 1 V152 13617 0 No 6728 Yes 6888 q6_6_3_iqfchick 1 V153 13617 0 No 8347 Yes 5269 q6_6_4_eggs 1 V154 13617 0 No 11472 Yes 2144 q6_6_5_tinfish 1 V155 13617 0 No 8648 Yes 4968 q6_6_6_meat 1 V156 13617 0 No 11709 Yes 1907 q6_6_7_offal 1 V157 13617 0 No 11336 Yes 2280 q6_6_8_dairy 1 V158 13617 0 No 13322 Yes 294 q6_6_9_nuts 1 V159 13617 0 Dissatisfied 1522 Neither satisfied nor dissatisfied 785 Satisfied 8083 Very dissatisfied 386 Very satisfied 2840 q6_7_food_satis 1 V160 13617 0 Dont know 850 R0 - R500 1003 R1 001 - R2 000 4400 R2 001 - R4 000 2893 R4 001 + 914 R501 - R1 000 3556 q6_8_food_exp 1 V161 13617 0 No 3406 Yes 10210 q7_1_registered 1 V162 10211 0 No 1341 Yes 8869 q7_2_voted 1 V163 1342 0 Did not know who to vote for 131 Did not think his/her vote will make any difference 343 Do not care 114 Do not like politics, broken promises, waste of time 215 No ID 66 Not allowed to vote (turned away, not a citizen, etc) 23 Other (specify) 97 Out of Province or Country 31 Respondent sick or family member sick 81 Respondent was working 49 Was not registered in my current voting district 191 q7_3_rx_novote 1 V164 13617 0 Dissatisfied 4115 Neither satisfied nor dissatisfied 2065 Satisfied 3714 Very dissatisfied 2956 Very satisfied 766 q7_4_ng 1 V165 13617 0 Dissatisfied 4456 Neither satisfied nor dissatisfied 2408 Satisfied 3535 Very dissatisfied 2762 Very satisfied 455 q7_5_pg 1 V166 13617 0 Dissatisfied 4405 Neither satisfied nor dissatisfied 2046 Satisfied 3215 Very dissatisfied 3403 Very satisfied 547 q7_6_lg 1 V167 13617 0 Dissatisfied 1383 Don’t know who my councillor is 4181 Neither satisfied nor dissatisfied 1169 Satisfied 2229 Very dissatisfied 4208 Very satisfied 446 q7_7_councillor 1 V168 13617 0 Local Government (Municipality) 2017 National Government 4300 None of them 6076 Provincial Government 1223 q7_8_level_gov 1 V169 13617 0 Dont Know 1815 No 9541 Yes 2260 q7_9_batho_pele 1 V170 13617 0 All of the above 51 Economic growth 791 Education 234 Electricity 308 Health 268 Housing 701 Job creation 7083 Keeping government free from corruption 2347 Nation building 108 Other (specify) 251 Other basic services 745 Safety and security 516 Social grants 138 Water 75 q7_10_gov_weakness 1 V171 13617 0 Distrust 3746 Dont know 263 Neither trust nor distrust 2523 Strongly distrust 4029 Strongly trust 425 Trust 2630 q7_11_gov_trust 1 V172 13617 0 At a ward meeting 2517 Dont care, do not want to hear from municipality 181 Email 774 In person from ward councillors 1314 Mobile phone application 140 Multi purpose community centers or municipal office 195 Municipal call center 58 Newspaper or magazine 215 Pamphlets or leaflets 1450 Radio or TV 1979 SMS or WhatsApp 4135 Social media (Twitter, Facebook, etc) 494 Through word of mouth from friends and neighbours 98 Website 66 q7_12_munic_comm 1 V173 13617 0 No 11867 Yes 1749 q7_13_bribe 1 V174 1750 0 No 647 Yes 1102 q7_14_recent_bribe 1 V175 1103 0 No 1087 Yes 15 q7_15_1_housing 1 V176 1103 0 No 1055 Yes 47 q7_15_2_basic 1 V177 1103 0 No 1087 Yes 15 q7_15_3_billing 1 V178 1103 0 No 1094 Yes 8 q7_15_4_school 1 V179 1103 0 No 1095 Yes 7 q7_15_5_health 1 V180 1103 0 No 1096 Yes 6 q7_15_6_emerg 1 V181 1103 0 No 1072 Yes 30 q7_15_7_homeaff 1 V182 1103 0 No 451 Yes 651 q7_15_8_traffic 1 V183 1103 0 No 914 Yes 188 q7_15_9_license 1 V184 1103 0 No 1038 Yes 64 q7_15_10_saps 1 V185 1103 0 No 1096 Yes 6 q7_15_11_courts 1 V186 1103 0 No 1085 Yes 17 q7_15_12_tender 1 V187 1103 0 No 1058 Yes 44 q7_15_14_work 1 V188 1103 0 No 1037 Yes 65 q7_15_13_other 1 V189 13617 0 Agree 3363 Disagree 5931 Neither agree nor disagree 1383 Strongly agree 1444 Strongly disagree 1495 q8_1_environ_harm 1 V190 13617 0 Agree 576 Disagree 5897 Neither agree nor disagree 551 Strongly agree 267 Strongly disagree 6325 q8_2_violence_foreigners 1 V191 13617 0 Agree 3550 Disagree 5214 Neither agree nor disagree 2358 Strongly agree 975 Strongly disagree 1519 q8_3_influence 1 V192 13617 0 Agree 5273 Disagree 2337 Neither agree nor disagree 2092 Strongly agree 3466 Strongly disagree 448 q8_4_country 1 V193 13617 0 Agree 5957 Disagree 1545 Neither agree nor disagree 4355 Strongly agree 1278 Strongly disagree 481 q8_5_election 1 V194 13617 0 Agree 2101 Disagree 5741 Neither agree nor disagree 3569 Strongly agree 203 Strongly disagree 2002 q8_6_gov_work_well 1 V195 13617 0 Agree 2195 Disagree 5286 Neither agree nor disagree 4023 Strongly agree 272 Strongly disagree 1840 q8_7_decision_making 1 V196 13617 0 Agree 5085 Disagree 3938 Neither agree nor disagree 1517 Strongly agree 2099 Strongly disagree 977 q8_7a_spread 1 V197 13617 0 Agree 4471 Disagree 2985 Neither agree nor disagree 1341 Strongly agree 3669 Strongly disagree 1150 q8_8_bw_trust 1 V198 13617 0 Agree 4349 Disagree 4401 Neither agree nor disagree 2224 Strongly agree 1604 Strongly disagree 1038 q8_9_water_crisis 1 V199 13617 0 Agree 322 Disagree 6406 Neither agree nor disagree 483 Strongly agree 98 Strongly disagree 6307 q8_10_violence_lgbt 1 V200 13617 0 Agree 2748 Disagree 6028 Neither agree nor disagree 2296 Strongly agree 919 Strongly disagree 1625 q8_11_alienation 1 V201 13617 0 First Person 1883 Second Person 1639 Third Person 10094 q8_12_foreigners 1 V202 13617 0 Corrupt or incompetent government/politicians 1967 Drugs 215 Lack of jobs 8875 Laziness 884 Other (specify) 324 Poor education 1075 South Africas history 276 q8_13_poverty 1 V203 13604 0 Coming from a wealthy family 737 Having a good education 4709 Individual willpower and hard work 2943 Knowing the right people 2436 Living in an area with opportunities 2568 Race 210 q8_14_life_opp 1 V204 13617 0 Always 800 Do not know 347 Not at all 6727 Often 1392 Sometimes 4350 q8_15_racial_discrim 1 V205 13617 0 Dont know 356 Easier 404 Harder 11306 No change 1550 q8_15a_job_search 1 V206 13617 0 Always acceptable 1006 Not acceptable 9410 Sometimes acceptable 1972 Usually acceptable 1228 q8_16_nepotism 1 V207 13617 0 Always acceptable 450 Not acceptable 11897 Sometimes acceptable 782 Usually acceptable 487 q8_17_speed_gov_service 1 V208 13617 0 Always acceptable 305 Not acceptable 12160 Sometimes acceptable 728 Usually acceptable 423 q8_18_small_offence 1 V209 13617 0 Agree 6600 Disagree 1677 Neither agree nor disagree 1565 Strongly agree 3278 Strongly disagree 496 q8_19_school_choice 1 V210 13617 0 Agree 5826 Disagree 1791 Neither agree nor disagree 955 Strongly agree 4598 Strongly disagree 446 q8_20_free_univ 1 V211 13617 0 Agree 5208 Disagree 3125 Neither agree nor disagree 2582 Strongly agree 1912 Strongly disagree 789 q8_21_rich_poor 1 V212 13617 0 Agree 2970 Disagree 5186 Neither agree nor disagree 2707 Strongly agree 1010 Strongly disagree 1743 q8_22_rural_areas 1 V213 13617 0 Agree 6507 Disagree 1826 Neither agree nor disagree 781 Strongly agree 3926 Strongly disagree 576 q8_23_belong 1 V214 12406 0 Agree 1044 Disagree 7043 Neither agree nor disagree 913 Strongly agree 243 Strongly disagree 3162 q8_24_gcr 1 V215 13617 V216 13617 0 Dissatisfied 5916 Neither satisfied nor dissatisfied 924 Satisfied 2091 Very dissatisfied 4389 Very satisfied 296 q9_1_money 1 V217 13617 0 Dissatisfied 3217 Neither satisfied nor dissatisfied 1036 Satisfied 7472 Very dissatisfied 679 Very satisfied 1212 q9_2_time 1 V218 13617 0 Dissatisfied 2186 Neither satisfied nor dissatisfied 839 Satisfied 7840 Very dissatisfied 455 Very satisfied 2296 q9_3_family_time 1 V219 13617 0 Dissatisfied 790 Neither satisfied nor dissatisfied 823 Not applicable 2999 Satisfied 5583 Very dissatisfied 410 Very satisfied 3011 q9_4_marriage 1 V220 13617 0 Dissatisfied 1194 Neither satisfied nor dissatisfied 2443 Satisfied 8038 Very dissatisfied 313 Very satisfied 1628 q9_5_friends 1 V221 13617 0 Dissatisfied 3335 Neither satisfied nor dissatisfied 1467 Satisfied 6582 Very dissatisfied 851 Very satisfied 1381 q9_6_living 1 V222 13617 0 Dissatisfied 2162 Neither satisfied nor dissatisfied 1727 Satisfied 8005 Very dissatisfied 384 Very satisfied 1338 q9_7_leisure 1 V223 13617 0 Dissatisfied 2041 Neither satisfied nor dissatisfied 1183 Satisfied 7725 Very dissatisfied 690 Very satisfied 1977 q9_8_neighbourhood 1 V224 13617 0 Dissatisfied 2741 Neither satisfied nor dissatisfied 1660 Satisfied 6905 Very dissatisfied 611 Very satisfied 1699 q9_9_life 1 V225 13617 0 No 11601 Yes 2015 q10_1_business 1 V226 13617 0 No 8028 Yes 5588 q10_2_working 1 V227 8029 0 No 7822 Yes 206 q10_3_new_job 1 V228 7823 0 No 3566 Yes 4256 q10_4_unemployed 1 V229 3567 0 Disabled 106 Do not need to work 206 Do not want to work 92 Housewife or homemaker 182 I have given up looking for a job 364 Looking after family members for no pay 88 Retired person or pensioner 1946 School pupil or full time student 582 q10_5_not_looking 1 V230 5795 0 No 3922 Yes 1872 q10_6_self_emp 1 V231 5792 0 Formal 3862 Informal 1929 q10_7_sector 1 V232 5795 0 Full time 4249 Part time 1545 q10_8_hours 1 V233 5795 0 Dissatisfied 1068 Neither satisfied nor dissatisfied 492 Satisfied 2908 Very dissatisfied 209 Very satisfied 1117 q10_9_satis 1 V234 13617 V235 13617 0 -1 7822 1 453 2 800 3 555 4 459 5 1276 6 59 7 513 8 392 9 1268 Other 8 Refusal 11 q10_10_occupation_maj 1 V236 13617 0 -1 7822 11 115 12 120 13 127 14 93 21 102 22 112 23 209 24 160 25 106 26 107 31 123 32 78 33 195 34 87 35 74 41 271 42 108 43 50 44 31 51 451 52 450 53 87 54 288 61 16 62 7 63 36 71 190 72 172 73 28 74 55 75 69 81 158 82 2 83 232 91 800 92 52 93 182 94 13 95 149 96 61 99 9 Other 8 Refusal 11 q10_10_occupation_submaj 1 V237 13617 0 Got worse 5824 Improved 2938 Stayed the same 4854 q11_1_crime 1 V238 13617 0 No 11077 Yes 2539 q11_2_crime_victim 1 V239 13617 0 Bit unsafe 1724 Fairly safe 6003 Neither safe nor unsafe 678 Very safe 4630 Very unsafe 581 q11_3_daytime_safety 1 V240 13617 0 Bit unsafe 3537 Fairly safe 1819 Neither safe nor unsafe 930 Very safe 668 Very unsafe 6662 q11_4_night_safety 1 V241 13617 0 Bit unsafe 923 Fairly safe 5133 Neither safe nor unsafe 570 Very safe 6701 Very unsafe 289 q11_5_home_safety 1 V242 13617 0 Dissatisfied 4537 Neither satisfied nor dissatisfied 2414 Satisfied 3260 Very dissatisfied 2693 Very satisfied 712 q11_6_gov_security 1 V243 13617 0 No 6125 Yes 7491 q12_1_1_church 1 V244 13617 0 No 11233 Yes 2383 q12_1_2_social 1 V245 13617 0 No 10000 Yes 3616 q12_1_3_stokvel 1 V246 13617 0 No 12102 Yes 1514 q12_1_4_community 1 V247 13617 0 No 12448 Yes 1168 q12_1_5_political 1 V248 13617 0 No 13485 Yes 131 q12_1_6_other 1 V249 13617 0 No participation 3950 Social_participation 1 Some participation 9666 V250 13617 0 No 9440 Yes 4176 q12_2_1_ward 1 V251 13617 0 No 9376 Yes 4240 q12_2_2_street 1 V252 13617 0 No 11276 Yes 2340 q12_2_3_cdf 1 V253 13617 0 No 12316 Yes 1300 q12_2_4_idp 1 V254 13617 0 No 12662 Yes 954 q12_2_5_mayor 1 V255 13617 0 No 10346 Yes 3270 q12_2_6_sgb 1 V256 13617 0 No 12127 Yes 1489 q12_2_7_cpf 1 V257 13617 0 No participation 6787 Political_participation 1 Some participation 6829 V258 13617 0 Dont Know 493 No 9265 Yes 3858 q12_3_protest 1 V259 3859 0 Corruption 26 Crime or security issues 167 Dissatisfaction with national government or national leaders 21 Do not Know 11 Electricty 2173 Favouritism 9 Foreigners in my community 130 Housing (including access to RDP, upgrading of informal settlements) 405 Jobs given to outsiders 56 Lack of jobs/economic opportunities 137 Municipal or provincial demarcation 33 Other (specify) 56 Other basic services 368 Poor performance of councillor 92 Transport issues 90 University/College access (fees, housing, etc.) 34 Violence against women and children. Domestic violence. Human Trafficing 50 q12_4_rx_protest 1 V260 13617 0 No 12591 Yes 1025 q12_5_partic_protest 1 V261 13617 0 Not applicable, dont usually need health care 555 Private health care facilities 3569 Public health care facilities 8603 Spiritual healer (e.g. faith-related) 47 Traditional healer (Sangoma) 68 Use public and private facilities 774 q13_1_healthcare 1 V262 3685 0 Cost 34 I have been before and they could not help me 95 No public health care facilities close by 167 Other 368 Quality of care 2053 The clinic often does not have the medicine I need 121 The queues are usually too long 676 The staff are too unfriendly or unhelpful 170 q13_2_nonuse_public 1 V263 13062 0 No 3389 Yes 9672 q13_3_health_proxim 1 V264 13062 0 Dissatisfied 2004 Neither satisfied nor dissatisfied 994 Satisfied 5952 Very dissatisfied 1195 Very satisfied 2916 q13_4_health_satis 1 V265 13617 0 Dont Know 54 No 10206 Yes 3356 q13_5_medical_aid 1 V266 13617 0 Excellent 4446 Good 7431 Poor 1533 Very Poor 206 q13_6_health_status 1 V267 13617 0 Always 365 Hardly ever 3338 Never 7020 Some of the time 2893 q13_7_health_work 1 V268 13617 0 Always 361 Hardly ever 3416 Never 7079 Some of the time 2760 q13_8_health_soc 1 V269 13617 0 A few days 4477 More than half the days 858 Nearly every day 461 Not at all 7820 q13_9_pleasure 1 V270 13617 0 A few days 4696 More than half the days 1072 Nearly every day 661 Not at all 7187 q13_10_depressed 1 V271 13617 0 0 6120 1 2235 2 3288 3 937 4 635 5 169 6 232 PHQ2_score 1 V272 13617 0 High risk of depression 1973 Not at high risk of depression 11643 PHQ2_score_high 1 V273 13617 0 No 13291 Yes 325 q13_11_1_cancer 1 V274 13617 0 No 12110 Yes 1506 q13_11_2_diabetes 1 V275 13617 0 No 12622 Yes 994 q13_11_3_asthma 1 V276 13617 0 No 13449 Yes 167 q13_11_4_pneumonia 1 V277 13617 0 No 12940 Yes 676 q13_11_5_heart 1 V278 13617 0 No 10338 Yes 3278 q13_11_6_hypertension 1 V279 13617 0 No 12578 Yes 1038 q13_11_7_hiv 1 V280 13617 0 No 13356 Yes 260 q13_11_8_tb 1 V281 13617 0 No 13213 Yes 403 q13_11_9_covid 1 V282 13617 0 No 1106 Yes 12510 q13_12_1_avoid 1 V283 13617 0 No 10301 Yes 3315 q13_12_2_transport 1 V284 13617 0 No 8983 Yes 4633 q13_12_3_groceries 1 V285 8672 0 No 5424 Yes 3247 q13_12_4_school 1 V286 13617 0 No 1486 Yes 12130 q13_12_5_sanitiser 1 V287 13617 0 No 7105 Not applicable 5013 Yes 1498 q13_13_1_job 1 V288 13617 0 No 5938 Not applicable 5157 Yes 2521 q13_13_2_reduced 1 V289 13617 0 No 13332 Yes 284 q13_13_3_refuse 1 V290 13617 0 No 5664 Not applicable 7399 Yes 553 q13_13_4_business 1 V291 13617 0 No 5734 Not applicable 4051 Yes 3831 q13_13_5_care 1 V292 13617 0 No 12665 Yes 951 q13_13_6_healthcare 1 V293 13617 0 No 13542 Yes 74 q13_13_7_eviction 1 V294 13617 0 No 9326 Yes 4290 q13_14_srd_app 1 V295 4291 0 No 1454 Yes 2836 q13_15_srd_rec 1 V296 13617 0 No 11694 Yes 1922 q13_16_food_parcel 1 V297 13617 0 A certificate from a college, technikon or university 1033 A diploma from a college, technikon or university 1195 Grade 0 or Grade R 4 Grade 1 or Sub A 43 Grade 10, Std 8, Form III, National Trade Certificate 1 1286 Grade 11, Std 9 or Form IV 1739 Grade 12, Std 10, Matric 4210 Grade 2 or Sub B 73 Grade 3, Std 1 102 Grade 4, Std 2 170 Grade 5, Std 3 or ABET 1 197 Grade 6, Std 4 or ABET 2 249 Grade 7, Std 5 433 Grade 8, Std 6, Form I or ABET 3 644 Grade 9, Std 7, Form II, NQF 1 or ABET 4 570 No Education 279 Post graduate degree - e.g. Hons, MA, PhD 634 Technikon or university degree 657 Unspecified 98 q14_1_education 1 V298 13617 0 Matric 4210 More 3519 No education 279 Primary only 1271 Secondary incomplete 4239 Unspecified 98 q14_1_education_recode 1 V299 13617 0 18 187 19 225 20 237 21 281 22 253 23 274 24 303 25 327 26 241 27 305 28 271 29 332 30 368 31 285 32 354 33 333 34 381 35 370 36 342 37 340 38 367 39 306 40 336 41 247 42 299 43 281 44 241 45 293 46 233 47 203 48 275 49 191 50 217 51 176 52 226 53 190 54 202 55 198 56 173 57 202 58 171 59 193 60 198 61 142 62 184 63 166 64 174 65 159 66 108 67 119 68 129 69 97 70 111 71 70 72 89 73 72 74 81 75 73 76 63 77 38 78 50 79 28 80 236 q14_2_age_topcode 1 V300 13617 0 18-19 412 20-24 1348 25-29 1476 30-34 1721 35-39 1725 40-44 1404 45-49 1195 50-54 1011 55-59 937 60-64 864 65+ 1523 q14_2_age_recode 1 V301 13617 0 No 13387 Yes 229 q14_3_1_sight 1 V302 13617 0 No 13500 Yes 116 q14_3_2_hearing 1 V303 13617 0 No 13579 Yes 37 q14_3_3_speech 1 V304 13617 0 No 13287 Yes 329 q14_3_4_physical 1 V305 13617 0 No 13552 Yes 64 q14_3_5_intellectual 1 V306 13617 0 No 701 Yes 12915 q14_3_6_none 1 V307 13617 0 Casual partner 167 Divorced 402 In a relationship but not married 3951 Married/common law marriage 4178 Other 63 Single 3866 Widowed 989 q14_4_rel_status 1 V308 13617 0 1 2805 10 91 11 63 12 36 13 22 14 14 15 13 16 8 17 2 18 4 19 4 2 2554 20 2 22 1 24 1 3 2354 4 2313 5 1538 6 844 7 506 8 287 9 154 q14_5_people 1 V309 13617 0 1 2805 2 2554 3 2354 4 2313 5 1538 6 844 7+ 1208 q14_5_people_recode 1 V310 13617 0 0 6109 1 2539 10 9 11 4 12 2 14 1 16 1 2 2533 3 1360 4 612 5 236 6 111 7 56 8 33 9 10 q14_6_under18 1 V311 13617 0 0 6109 1 2539 2 2533 3 1360 4+ 1075 q14_6_under18_recode 1 V312 13617 0 0 9757 1 2776 10 1 2 1029 3 42 4 8 5 2 6 1 q14_7_60plus 1 V313 13617 0 0 9757 1 2776 2 1029 3 42 4+ 12 q14_7_60plus_recode 1 V314 13617 0 Father of respondent 803 Grandfather of respondent 48 Grandmother of respondent 261 Mother of respondent 1202 Other female 436 Other male 472 Respondent 8072 Spouse or partner of respondent 2048 Spouses, partners or parents together 274 q14_8_head 1 V315 13617 0 Afrikaans 1416 English 1549 IsiNdebele 269 IsiXhosa 970 IsiZulu 3110 Other 408 Sepedi 1296 Sesotho 2078 Setswana 1507 SiSwati 111 Sign language 3 Tshivenda 223 Xitsonga 676 q14_9_language 1 V316 13617 0 No 7346 Yes 6270 q14_10_social_grant 1 V317 13617 0 No 8916 Yes 4700 q14_11_indigency 1 V318 13617 0 No 1850 Yes 11766 sc_consent 1 V319 11767 0 Female 6255 Gender diverse 25 Male 5462 Prefer not to answer 24 q15_1_gender 1 V320 11767 0 Female 5452 Gender diverse 111 Male 5722 Prefer not to answer 481 q15_2_attraction 1 V321 11767 0 Dont know 627 More 14 No Income 166 Prefer not to answer 1273 R1 - R400 797 R1 601 - R3 200 2120 R102 401 - R153 600 36 R12 801 - R19 200 582 R153 601 - R204 800 22 R19 201 - R25 600 340 R204 801 - R500 000 31 R25 601 - R38 400 406 R3 201 - R6 400 1616 R38 401 - R51 200 242 R401 - R800 773 R51 201 - R76 800 156 R6 401 - R12 800 1068 R76 801 - R102 400 92 R801 - R1 600 1405 q15_3_income 1 V322 9701 0 R1 - R800 1570 R12 801 - R25 600 922 R25 601 - R51 200 648 R3 201 - R12 800 2684 R51 201 and more 351 R801 - R3 200 3525 q15_3_income_recode 1 V323 11767 0 No 5468 Prefer not to answer 434 Yes 5864 q15_4_beaten_home 1 V324 11767 0 No 5196 Prefer not to answer 278 Yes 6292 q15_5_beaten_school 1 V325 11767 0 No 10444 Prefer not to answer 324 Yes 998 q15_6_touch_genitals 1 V326 11767 0 No 10860 Prefer not to answer 244 Yes 662 q15_7_forced_sex 1 V327 11767 0 No 10731 Prefer not to answer 115 Yes 920 q15_8_hit 1 V328 13617 0 -1 12696 1 236 1 2 3 4 5 6 1 1 4 2 1 5 1 2 98 2 1 4 2 3 1 2 3 6 1 2 4 2 2 5 1 3 124 3 1 1 3 2 1 3 4 1 4 243 4 2 1 4 2 5 1 4 3 1 4 5 1 4 5 3 1 5 135 5 1 1 5 3 1 6 60 6 1 1 q15_9_who_hit 1 V329 921 0 No 673 Yes 247 q15_9_1_partner 1 V330 921 0 No 809 Yes 111 q15_9_2_family 1 V331 921 0 No 787 Yes 133 q15_9_3_community 1 V332 921 0 No 666 Yes 254 q15_9_4_stranger 1 V333 921 0 No 777 Yes 143 q15_9_5_other 1 V334 921 0 No 857 Yes 63 q15_9_6_no_answer 1 V335 246 0 1 95 2-3 75 4+ 60 Prefer not to answer 15 q15_10_times_hit 1 V336 11767 0 No 11080 Prefer not to answer 104 Yes 582 q15_11_kicked 1 V337 13617 0 -1 13034 1 162 1 2 2 1 2 3 4 5 6 1 1 3 4 1 1 5 2 2 61 2 3 1 2 4 1 2 4 5 1 3 94 3 5 1 4 145 4 3 2 5 75 5 3 1 6 32 q15_12_who_kicked 1 V338 583 0 No 414 Yes 168 q15_12_1_partner 1 V339 583 0 No 515 Yes 67 q15_12_2_family 1 V340 583 0 No 481 Yes 101 q15_12_3_community 1 V341 583 0 No 431 Yes 151 q15_12_4_stranger 1 V342 583 0 No 501 Yes 81 q15_12_5_other 1 V343 583 0 No 549 Yes 33 q15_12_6_no_answer 1 V344 168 0 1 51 2-3 60 4+ 48 Prefer not to answer 8 q15_13_times_kicked 1 V345 11767 0 No 10575 Prefer not to answer 103 Yes 1088 q15_14_weapon 1 V346 13617 0 -1 12528 1 104 1 2 3 4 1 1 3 2 1 4 1 2 51 2 1 3 4 6 1 3 153 3 4 2 3 4 5 1 4 610 4 1 1 4 2 1 4 3 1 4 5 6 5 115 5 4 3 1 6 37 q15_15_who_weapon 1 V347 1089 0 No 978 Yes 110 q15_15_1_partner 1 V348 1089 0 No 1034 Yes 54 q15_15_2_family 1 V349 1089 0 No 926 Yes 162 q15_15_3_community 1 V350 1089 0 No 462 Yes 626 q15_15_4_stranger 1 V351 1089 0 No 965 Yes 123 q15_15_5_other 1 V352 1089 0 No 1050 Yes 38 q15_15_6_no_answer 1 V353 11767 0 No 11484 Prefer not to answer 98 Yes 184 q15_16_forced 1 V354 13617 0 -1 13432 1 81 2 26 2 1 1 3 18 4 22 5 20 6 15 6 1 1 q15_17_who_forced 1 V355 185 0 No 101 Yes 83 q15_17_1_partner 1 V356 185 0 No 157 Yes 27 q15_17_2_family 1 V357 185 0 No 166 Yes 18 q15_17_3_community 1 V358 185 0 No 162 Yes 22 q15_17_4_stranger 1 V359 185 0 No 164 Yes 20 q15_17_5_other 1 V360 185 0 No 168 Yes 16 q15_17_6_no_answer 1 V361 83 0 1 31 2-3 20 4+ 23 Prefer not to answer 8 q15_18_times_forced 1 V362 11767 0 Agree 4902 Disagree 1571 Neither agree nor disagree 2030 Strongly agree 2622 Strongly disagree 641 q15_19_report_harm 1 V363 11767 0 Agree 5602 Disagree 1307 Neither agree nor disagree 1794 Strongly agree 2625 Strongly disagree 438 q15_20_leave_bad_rel 1 V364 13617 0 0 287 1.396980650648522 323 1.435254093132043 11 1.686157771635127 61 1.701041888156496 25 1.758452051881777 59 10 8140 2.022113544546034 8 2.832234743780565 13 3.083138422283649 68 3.098022538805018 32 3.12141186476717 2 3.136295981288539 2 3.1554327025303 256 3.193706145013821 8 3.387199659791622 10 3.419094195194557 15 3.444609823516905 36 3.457367637678077 2 3.459493940038273 13 3.708271316181161 6 3.72315543270253 12 3.780565596427812 8 4.518392515415692 7 4.533276631937062 9 4.590686795662342 47 4.784180310440144 29 4.841590474165427 153 4.8543482883266 9 4.856474590686795 141 4.879863916648947 2 4.894748033170316 6 5.105251966829682 28 5.120136083351052 28 5.143525409313204 7 5.145651711673399 10 5.158409525834574 13 5.177546247076334 34 5.215819689559854 1 5.409313204337657 12 5.466723368062938 24 5.481607484584307 11 6.219434403572189 9 6.276844567297469 22 6.291728683818839 58 6.540506059961727 18 6.542632362321922 211 6.555390176483096 49 6.580905804805443 10 6.612800340208377 14 6.806293854986178 68 6.844567297469701 22 6.86370401871146 241 6.87858813523283 123 6.901977461194981 9 6.916861577716351 27 7.167765256219434 104 7.977886455453966 239 8.241547948118223 244 8.298958111843504 142 8.313842228364873 611 8.564745906867957 1171 8.603019349351477 256 F1servic 1 V365 13617 0 .3843251088534108 79 .6168359941944848 41 .7686502177068216 264 0 75 1.001161103047895 60 1.152975326560232 1455 1.385486211901306 138 1.425253991291727 20 1.537300435413643 918 1.587808417997097 1 1.61799709724238 2 1.769811320754717 926 1.809579100145138 35 1.921625544267054 193 1.972133526850508 1 10 333 2.002322206095791 2 2.042089985486212 135 2.154136429608128 827 2.193904208998549 69 2.204644412191582 1 2.356458635703919 6 2.386647314949202 17 2.426415094339622 190 2.538461538461538 340 2.57822931785196 284 2.588969521044993 2 2.597968069666182 1 2.619158200290276 1 2.74078374455733 55 2.770972423802613 28 2.810740203193033 351 2.96255442670537 163 2.973294629898403 5 3.003483309143686 7 3.013062409288824 1 3.12510885341074 65 3.155297532656023 24 3.195065312046444 960 3.205805515239478 1 3.214804063860667 1 3.23599419448476 1 3.346879535558781 58 3.357619738751814 76 3.387808417997097 8 3.427576197387518 5 3.509433962264151 35 3.579390420899855 752 3.590130624092889 1 3.599129172714078 1 3.620319303338171 4 3.62989840348331 6 3.660087082728591 1 3.741944847605224 129 3.750943396226415 6 3.772133526850508 3 3.781712626995645 1 3.811901306240929 27 3.963715529753265 311 3.974455732946299 8 3.983454281567489 4 4.004644412191581 2 4.01422351233672 6 4.044412191582002 1 4.126269956458636 86 4.135268505079826 12 4.166037735849057 26 4.19622641509434 53 4.215965166908563 1 4.358780841799709 22 4.367779390420899 41 4.388969521044992 4 4.398548621190129 10 4.407547169811321 2 4.428737300435413 4 4.519593613933236 6 4.550362844702468 27 4.580551523947749 57 4.591291727140783 8 4.600290275761974 1 4.74310595065312 55 4.75210449927431 65 4.782873730043541 108 4.791872278664732 2 4.813062409288825 10 4.934687953555878 14 4.975616835994193 14 4.984615384615385 2 5.024383164005806 6 5.045573294629897 1 5.136429608127721 45 5.167198838896952 136 5.176197387518142 9 5.197387518142235 17 5.208127721335268 2 5.256894049346879 2 5.338751814223512 3 5.359941944847605 28 5.368940493468796 14 5.399709724238027 7 5.408708272859217 12 5.429898403483309 3 5.551523947750362 97 5.560522496371552 20 5.571262699564587 1 5.592452830188679 5 5.601451378809869 1 5.6322206095791 2 5.64121915820029 2 5.723076923076923 10 5.753265602322205 45 5.784034833091436 75 5.793033381712625 89 5.81422351233672 8 5.944847605224964 18 5.955587808417996 8 5.976777939042091 6 5.98577648766328 8 6.025544267053701 3 6.107402031930333 5 6.168359941944847 86 6.177358490566037 143 6.339912917271407 19 6.370101596516689 16 6.400870827285921 29 6.409869375907111 43 6.561683599419448 94 6.57242380261248 5 6.602612481857764 1 6.633381712626996 1 6.724238026124818 28 6.764005805515239 4 6.785195936139332 58 6.794194484760522 124 6.956748911465891 38 6.986937590711175 5 7.017706821480407 7 7.026705370101596 3 7.14833091436865 11 7.178519593613932 217 7.189259796806967 4 7.229027576197388 1 7.341074020319303 60 7.380841799709724 17 7.402031930333817 10 7.411030478955007 20 7.421770682148042 1 7.532656023222061 8 7.573584905660376 37 7.613352685050798 1 7.643541364296081 2 7.765166908563135 76 7.795355587808417 80 7.806095791001451 1 7.957910014513788 138 7.997677793904209 40 8.027866473149491 5 8.149492017416545 106 8.190420899854862 20 8.230188679245284 1 8.382002902757618 151 8.412191582002903 19 8.574746008708273 61 8.614513788098694 9 8.76632801161103 237 8.847024673439769 1 8.998838896952103 133 9.231349782293178 11 9.383164005805515 532 9.61567489114659 61 F2soclas 1 V366 13617 0 .4958920187793428 79 .6220657276995306 68 .6616784037558685 46 .9917840375586856 53 0 1666 1.117957746478873 28 1.157570422535211 84 1.244131455399061 32 1.258802816901408 74 1.283744131455399 255 1.323356807511737 15 1.487676056338028 35 1.613849765258216 3 1.622652582159624 237 1.653462441314554 16 1.740023474178404 4 1.754694835680751 7 1.779636150234742 1659 1.81924882629108 10 1.866197183098592 7 1.880868544600939 4 1.905809859154929 16 1.920481220657277 5 1.945422535211268 15 1.983568075117371 7 1.985035211267606 5 10 114 2.109741784037559 5 2.118544600938967 12 2.149354460093897 10 2.235915492957746 1 2.244718309859155 26 2.250586854460094 3 2.275528169014085 83 2.284330985915493 16 2.315140845070423 20 2.362089201877934 4 2.401701877934272 72 2.41637323943662 10 2.44131455399061 40 2.480927230046948 4 2.488262910798122 7 2.52787558685446 21 2.542546948356808 15 2.567488262910798 45 2.582159624413146 4 2.607100938967136 5 2.61443661971831 50 2.645246478873239 1 2.646713615023474 2 2.731807511737089 1 2.740610328638498 7 2.746478873239437 4 2.771420187793427 72 2.780223004694836 22 2.811032863849765 4 2.866784037558686 10 2.881455399061033 54 2.897593896713615 14 2.906396713615024 98 2.912265258215962 1 2.937206572769953 27 2.946009389671362 23 2.976819248826291 2 3.023767605633803 60 3.03843896713615 119 3.063380281690141 76 3.078051643192488 1 3.102992957746479 19 3.110328638497653 89 3.125 1 3.149941314553991 3 3.164612676056338 5 3.189553990610329 10 3.229166666666667 4 3.236502347417841 5 3.276115023474179 10 3.306924882629108 2 3.362676056338028 1 3.377347417840376 1 3.393485915492957 8 3.402288732394366 558 3.408157276995305 1 3.433098591549296 14 3.441901408450704 4 3.472711267605634 7 3.488849765258216 20 3.503521126760563 6 3.519659624413146 6 3.528462441314555 13 3.534330985915493 6 3.543133802816901 1 3.559272300469484 438 3.568075117370892 10 3.598884976525822 6 3.606220657276995 34 3.60768779342723 25 3.645833333333333 6 3.660504694835681 4 3.685446009389671 16 3.700117370892019 5 3.725058685446009 9 3.732394366197183 8 3.772007042253521 27 3.786678403755869 5 3.811619718309859 1 3.826291079812207 2 3.851232394366197 21 3.858568075117371 3 3.865903755868545 1 3.873239436619719 8 3.890845070422536 1 3.898180751173709 91 3.905516431924883 1 3.937793427230047 11 3.97593896713615 1 3.984741784037559 4 3.999413145539906 1 4.015551643192489 11 4.024354460093897 59 4.030223004694836 3 4.039025821596244 3 4.055164319248826 32 4.063967136150235 41 4.094776995305164 17 4.103579812206573 10 4.110915492957747 18 4.125586854460095 5 4.141725352112676 2 4.150528169014085 60 4.156396713615024 1 4.165199530516432 21 4.181338028169014 31 4.190140845070422 43 4.196009389671362 3 4.20481220657277 2 4.220950704225353 12 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