zaf-gcro-qols-2017-2018-v2 DataFirst 2022-09-09 Nesstar Publisher Version 10 Quality of Life Survey 2017-2018 Round 5 QoL IV 2017-2018 zaf-gcro-qols-2017-2018-v2 Gauteng City-Region Observatory 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 DataFirst Helpdesk Household Survey [hh] v2: 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 with several Gauteng municipalities. The GCRO has conducted previous Quality of Life Surveys in 2009 (Round I), 2011 (Round II), 2013-2014 (Round III) and 2015-2016 (Round IV). The 2017-2018 data is from Round V. Round 6 of the survey was conducted in 2020-2021. South Africa The survey covers the Gauteng province in South Africa. The lowest level of geographic aggregation in the data is 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. Data World Face-to-face [f2f] The survey instrument (questionnaire) which was used was provided by the GCRO. The instrument was similar to the questionnaire used for the initial Quality of Life survey, with new questions being added only where questions from the previous survey were removed. This was done with the intention of keeping the duration of the survey the same as the initial one. The survey instrument was a 20 page questionnaire, broken up into 12 sections. The bulk of the possible answers were pre-defined, such that most of the survey could be answered using a combination of tick-boxes or by writing down a number from a predefined set. There are therefore not many open-ended questions in the survey. DataFirst Gauteng City-Region Observatory (GCRO). Quality of Life Survey V 2017-2018 [dataset]. Round 5. Version 2. Johannesburg: GCRO [producer], 2022. Cape Town: DataFirst [distributor], 2022. DOI: https://doi.org/10.25828/8yf7-9261 Public access data for use under a Creative Commons CC-BY (Attribution-only) License qols-v-2017-2018-v2.NSDstat 24889 415 Nesstar 200801 resp_id 24889 0 7391 69303 45080.226 15495.323 ward 24889 0 74201001 79900107 78412362.412 2347548.21 munic 24889 0 City of Johannesburg 7869 City of Tshwane 4326 Ekurhuleni 6300 Emfuleni 1713 Lesedi 464 Merafong City 1024 Midvaal 518 Mogale City 1392 Rand West 1283 munic_recode 24889 0 1 6300 2 7869 3 4326 4 1713 5 464 6 518 7 1024 8 1392 9 1283 region 24889 0 City of Johannesburg 7869 City of Tshwane 4326 Ekurhuleni 6300 Sedibeng 2695 West Rand 3699 ea_code 24889 0 76010013 79915230 78898082.946 1543025.004 sp_code 24889 0 760001001 799078011 788879156.962 15427503.939 sp_name 24889 0 mp_code 24889 0 760001 799078 788879.126 15427.491 mp_name 24889 0 Akasia 70 Alberton 233 Alexandra 304 Atteridgeville 129 Bapsfontein 2 Bekkersdal 235 Benoni 356 Bhongweni 4 Birchleigh 28 Bloubosrand 14 Boipatong 61 Boksburg 476 Bophelong 97 Boschkop 5 Brakpan 154 Bronkhorstspruit 10 Bultfontein 25 Carletonville 113 Centurion 343 Cerutiville 6 Chartwell 1 Chief A Luthuli Park 32 City of Johannesburg NU 13 Dainfern 6 Daveyton 264 Deelkraal Gold Mine 23 Derdepoort 2 Devon A 1 Diepsloot 183 Dilopye 5 Doornfontein 1 Drie Ziek 48 Duduza 197 East Driefontein 29 East Village 7 Ebony Park 23 Edenvale 103 Eersterust 31 Ekangala 73 Ekurhuleni NU 10 Elandsfontein 17 Elandsrand 24 Elandsridge 3 Elsburg Gold Mine 25 Emfuleni NU 11 Endicott 3 Ennerdale 75 Etwatwa 261 Evaton 379 Farmall 1 Fochville 35 Ga-Rankuwa 123 GaRankuwa 2 Geluksdal 21 Germiston 499 Glen Harvie 28 Golden Gardens 13 Green Park 19 Gugulethu 14 Hallgate 4 Hammanskraal 12 Harry Gwala 5 Hebron 7 Heidelberg 158 Hillshaven 1 Impumelelo 31 Itsoseng 25 Ivory Park 242 Johandeo 24 Johannesburg 1739 Kaalfontein 81 Kagiso 471 Kameeldrift 13 Kameelkraal 1 Kanana Park 38 Katlehong 804 Kekana Garden 9 Kempton Park 328 Khutsong 337 Kokosi 153 Krugersdorp 488 Kwa-Thema 273 Kya Sand 1 Lakeside 72 Langaville 84 Lanseria 5 Laudium 15 Lawley 36 Leeufontein 8 Leeuport 26 Lehae 14 Lenasia 135 Lenasia South 47 Lesedi NU 23 Lindelani Village 19 Mabopane 168 Magaliesburg 25 Majaneng 20 Makanyaneng 1 Malatjie 1 Mamello 4 Mamelodi 570 Mandela Village 9 Maroeladal 14 Marokolong 11 Mashemong 28 Mayibuye 43 Merafong City NU 7 Meyerton 326 Midrand 119 Midvaal NU 85 Mogale City 32 Mogale City NU 91 Mohlakeng 304 Mooiplaas 14 Munsieville 68 Nellmapius 73 New Eersterus 62 Nigel 77 Nooitgecht 3 Oberholzer 44 Olievenhoutbos 52 Onderstepoort 3 Orange Farm 133 Orient Hills 3 Phomolong 6 Poortjie 7 Pretoria 1174 Rabie Ridge 68 Ramotse 10 Randburg 638 Randfontein 412 Randfontein NU 15 Randvaal 10 Ratanda 214 Rayton 25 Refilwe 19 Rethabiseng 5 Rietfontein 34 Rietvallei 178 Riverbend 1 Roodeplaat 1 Roodepoort 651 Sandton 470 Saulsville 167 Seberuberung 10 Sebokeng 558 Sharpeville 115 Simunye 73 Somalia Park 19 Soshanguve 645 Southdene 2 Soutpan 45 Soweto 2512 Spaarwater 4 Springs 189 Stinkwater 41 Stretford 155 Suurman 16 Temba 98 Tembisa 996 The Hill 4 The Village 2 Thembisile 2 Thinasonke 10 Tierpoort 1 Tokoza 200 Tsakane 305 Tsebe 4 Tshepiso 61 Tshepong 18 Tshwane NU 33 Tweedracht 1 Vaal Marina 11 Vanderbijlpark 164 Venterspost 3 Vereeniging 182 Viskuil 4 Vlakfontein 31 Vosloorus 299 Wageenbietjieskop 1 Walkerville 34 Wallis Haven 1 Waterworks 14 Wattville 57 Wedela 80 Welverdiend 1 West-Driefontein 32 Western Areas Gold Mine 2 Western Deep Levels Mine 59 Westonaria 85 Westonaria NU 38 Winterveld 123 Zenzele 34 Zithobeni 18 Zwartkop 2 Zwavelpoort 1 duration 24889 0 19.06 844.989 40.542 15.447 date 24889 0 1/16/2018 5 1/17/2018 123 1/18/2018 151 1/19/2018 142 1/20/2018 93 1/21/2018 48 1/22/2018 121 1/23/2018 149 1/24/2018 171 1/25/2018 138 1/26/2018 70 1/27/2018 29 1/28/2018 10 1/29/2018 40 1/30/2018 83 1/31/2018 95 10/31/2017 6 11/1/2017 72 11/10/2017 100 11/11/2017 30 11/12/2017 7 11/14/2017 59 11/15/2017 14 11/16/2017 25 11/17/2017 13 11/18/2017 42 11/19/2017 11 11/2/2017 174 11/20/2017 80 11/21/2017 104 11/22/2017 116 11/23/2017 73 11/24/2017 81 11/25/2017 14 11/26/2017 19 11/27/2017 140 11/28/2017 205 11/29/2017 174 11/3/2017 171 11/30/2017 183 11/4/2017 68 11/5/2017 3 11/6/2017 107 11/7/2017 127 11/8/2017 148 11/9/2017 139 12/1/2017 76 12/10/2017 51 12/11/2017 189 12/12/2017 150 12/13/2017 140 12/14/2017 111 12/15/2017 23 12/16/2017 4 12/2/2017 64 12/3/2017 43 12/4/2017 176 12/5/2017 55 12/6/2017 199 12/7/2017 217 12/8/2017 171 12/9/2017 182 2/1/2018 46 2/10/2018 122 2/11/2018 36 2/12/2018 231 2/13/2018 255 2/14/2018 237 2/15/2018 161 2/16/2018 215 2/17/2018 163 2/18/2018 47 2/19/2018 174 2/2/2018 27 2/20/2018 256 2/21/2018 202 2/22/2018 252 2/23/2018 277 2/24/2018 143 2/25/2018 47 2/26/2018 190 2/27/2018 176 2/28/2018 180 2/3/2018 64 2/4/2018 3 2/5/2018 59 2/6/2018 112 2/7/2018 142 2/8/2018 175 2/9/2018 201 3/1/2018 96 3/10/2018 5 3/11/2018 1 3/12/2018 23 3/13/2018 13 3/14/2018 37 3/15/2018 14 3/16/2018 4 3/17/2018 5 3/18/2018 4 3/19/2018 24 3/2/2018 105 3/20/2018 16 3/21/2018 7 3/22/2018 2 3/24/2018 4 3/26/2018 18 3/27/2018 9 3/28/2018 5 3/3/2018 38 3/4/2018 33 3/5/2018 29 3/6/2018 47 3/7/2018 69 3/8/2018 24 3/9/2018 11 4/14/2018 25 4/15/2018 15 4/16/2018 30 4/17/2018 61 4/18/2018 88 4/19/2018 80 4/20/2018 80 4/21/2018 62 4/22/2018 3 4/23/2018 156 4/24/2018 152 4/25/2018 5 4/26/2018 196 4/27/2018 165 4/28/2018 141 4/29/2018 23 4/30/2018 156 5/1/2018 157 5/10/2018 197 5/11/2018 199 5/12/2018 107 5/13/2018 55 5/14/2018 58 5/15/2018 258 5/16/2018 232 5/17/2018 237 5/18/2018 188 5/19/2018 156 5/2/2018 185 5/20/2018 22 5/21/2018 50 5/22/2018 111 5/23/2018 146 5/24/2018 134 5/25/2018 69 5/26/2018 40 5/27/2018 3 5/28/2018 133 5/29/2018 116 5/3/2018 226 5/30/2018 169 5/31/2018 148 5/4/2018 219 5/5/2018 132 5/6/2018 31 5/7/2018 191 5/8/2018 167 5/9/2018 252 6/1/2018 175 6/10/2018 8 6/11/2018 167 6/12/2018 126 6/13/2018 218 6/14/2018 193 6/15/2018 136 6/16/2018 95 6/17/2018 2 6/18/2018 116 6/19/2018 169 6/2/2018 105 6/20/2018 201 6/21/2018 99 6/22/2018 56 6/23/2018 49 6/24/2018 2 6/25/2018 131 6/26/2018 127 6/27/2018 93 6/28/2018 2 6/29/2018 77 6/3/2018 1 6/30/2018 46 6/4/2018 177 6/5/2018 128 6/6/2018 213 6/7/2018 166 6/8/2018 189 6/9/2018 112 7/10/2018 77 7/11/2018 44 7/12/2018 136 7/13/2018 209 7/14/2018 59 7/15/2018 3 7/16/2018 3 7/17/2018 90 7/18/2018 185 7/19/2018 192 7/2/2018 52 7/20/2018 174 7/21/2018 119 7/22/2018 18 7/23/2018 138 7/24/2018 122 7/25/2018 115 7/26/2018 87 7/27/2018 98 7/28/2018 63 7/3/2018 82 7/30/2018 85 7/31/2018 110 7/4/2018 107 7/5/2018 95 7/6/2018 60 7/7/2018 57 7/8/2018 5 7/9/2018 64 8/1/2018 111 8/10/2018 50 8/11/2018 60 8/13/2018 92 8/14/2018 79 8/15/2018 93 8/16/2018 102 8/17/2018 91 8/18/2018 46 8/19/2018 3 8/2/2018 119 8/20/2018 78 8/21/2018 98 8/22/2018 78 8/23/2018 98 8/24/2018 81 8/25/2018 56 8/27/2018 81 8/28/2018 79 8/29/2018 78 8/3/2018 113 8/30/2018 96 8/31/2018 80 8/4/2018 41 8/6/2018 85 8/7/2018 70 8/8/2018 61 8/9/2018 47 9/1/2018 48 9/2/2018 93 9/4/2018 14 9/5/2018 24 9/6/2018 25 9/7/2018 5 dwelling_count 24867 22 -3 100850 21.283 652.601 adults_listed 24889 0 -3 359 1 8637 2 9816 3 3717 4 1509 5 510 6 202 7 77 8 38 9 11 10 8 11 3 12 1 14 1 males_listed 24889 0 -3 359 0 6444 1 13981 2 3049 3 786 4 197 5 52 6 13 7 4 8 3 10 1 females_listed 24889 0 -3 359 0 5809 1 12851 2 4324 3 1179 4 273 5 64 6 22 7 5 8 2 10 1 weight 24889 0 0.0814 7.007 1 0.513 A1_Pop_group 24889 0 1 20964 2 892 3 370 4 2578 5 85 A2_Sex 24889 0 1 11636 2 13253 A3_dwelling 24889 0 1 14515 2 30 3 1898 4 724 5 594 6 315 7 1584 8 1923 9 1630 10 584 11 9 12 32 13 462 14 589 A3_dwelling_recode 24889 0 1 20246 2 3553 3 1090 A3_recode_2 24889 0 1 20246 2 3553 3 501 4 589 Q1.01.02_people 24889 0 1 30 3.283 2.13 Q1.01.02_people_recode 24889 0 1 5630 2 4854 3 4465 4 4204 5 2609 6 1412 7 1715 Q1.02_rooms 24889 0 1 5576 2 5920 3 5929 4 3621 5 1867 6 983 7 466 8 307 9 110 10 110 Q1.03_households 5576 19313 0 3990 1 870 2 332 3 193 4 88 5 49 6 28 7 12 8 5 9 4 10 5 Sysmiss 19313 Q1.04_tenure 24889 0 1 14700 2 6604 3 1751 4 1009 5 87 6 738 Q1.05_Ownership 14700 10189 1 2553 2 3973 3 4203 4 1623 5 470 6 345 7 590 8 943 Sysmiss 10189 Q1.06_renting 6604 18285 1 4460 2 539 3 338 4 570 5 697 Sysmiss 18285 Q1.07_water 24889 0 1 4195 2 7858 3 6928 4 1806 5 1099 6 872 7 1318 8 111 9 196 10 5 11 106 12 2 13 214 14 179 Q1.08_water200m 1952 22937 0 1371 1 581 Sysmiss 22937 Q1.09_greywater 22758 2131 0 15318 1 7440 Sysmiss 2131 Q1.10_waterflow 22758 2131 0 17805 1 4953 Sysmiss 2131 Q1.11_toilet 22758 2131 0 16374 1 6384 Sysmiss 2131 Q1.12_leaks 22758 2131 0 11979 1 10779 Sysmiss 2131 Q1.13_behaviour 22758 2131 0 14766 1 7992 Sysmiss 2131 Q1.14_borehole 24889 0 0 22479 1 868 2 1542 Q1.15_rainwater 24889 0 0 22306 1 982 2 1601 Q1.16_water_truck 24889 0 0 21319 1 1929 2 1641 Q1.17_Interuptions 24889 0 1 1143 2 4662 3 1800 4 7702 5 9582 Q1.18_water_cost 24889 0 1 6453 2 697 3 1870 4 3086 5 3463 6 2442 7 1051 8 357 9 5470 Q1.19_water_clean 24889 0 1 20496 2 2726 3 1167 4 189 5 311 Q1.20_toilet 24889 0 1 20904 2 1092 3 482 4 238 5 1077 6 436 7 301 8 108 9 141 10 110 Q1.21_removal 24889 0 1 20557 2 511 3 765 4 537 5 494 6 74 7 1144 8 701 9 106 Q1.22_rubbish 24889 0 0.5 20 1.633 1.217 Q1.23_recycle 24889 0 0 22068 1 2439 2 382 Q1.24_recycle_bags 2439 22450 0.5 20 2.008 2.12 Q1.25_1 24889 0 0 9091 1 15798 Q1.25_2 24889 0 0 20575 1 4314 Q1.25_3 24889 0 0 22165 1 2724 Q1.25_4 24889 0 0 24248 1 641 Q1.25_5 24889 0 0 24414 1 475 Q1.25_6 24889 0 0 24535 1 354 Q1.25_7 24889 0 0 24599 1 290 Q1.25_8 24889 0 0 24246 1 643 Q1.25_9 24889 0 0 22838 1 2051 Q1.25_recode 24889 0 0 2448 1 22441 Q1.26_electricity_supplier 24889 0 1 11287 2 10309 3 1356 4 1937 Q1.27_lighting 24889 0 1 22801 2 145 3 741 4 56 5 906 6 190 7 50 Q1.28_electricity_expenditure 24889 0 1 2266 2 291 3 1422 4 3948 5 5473 6 4299 7 2054 8 586 9 3120 10 1430 Q1.29_Interruptions 24889 0 1 1125 2 5053 3 1729 4 8113 5 6971 6 1898 Q1.30_geyser 24889 0 0 21610 1 3279 Q1.31_arrears 24889 0 0 20758 1 4131 Q1.32_water 24889 0 0 23573 1 1316 Q1.33_electricity 24889 0 0 22767 1 2122 Q1.34_evicted 24889 0 0 24033 1 856 Q2.01_dwelling 24889 0 1 4205 2 12899 3 1541 4 4071 5 2173 Q2.02_dwelling_dissatisfaction 6244 18645 1 1797 2 880 3 884 4 162 5 1174 6 156 7 307 8 371 9 513 Sysmiss 18645 Q2.03_water 24889 0 1 4690 2 16580 3 1318 4 1653 5 648 Q2.04_sanitation 24889 0 1 3459 2 14946 3 1917 4 2821 5 1746 Q2.05_waste 24889 0 1 3980 2 15072 3 1380 4 2660 5 1797 Q2.06_energy 24889 0 1 3082 2 15326 3 2225 4 2734 5 1522 Q2.07_munic_cost 24889 0 1 1123 2 9065 3 7408 4 5004 5 2289 Q2.08_billing 24889 0 1 650 2 6912 3 3932 4 3774 5 2694 6 6927 Q2.09_roads 24889 0 1 2484 2 11236 3 1253 4 5995 5 3921 Q2.10_roads_dissatisfaction 9408 15481 1 4088 2 759 3 2517 4 279 5 63 7 75 8 558 9 386 10 297 11 386 Sysmiss 15481 Q2.11_street_lights 24889 0 1 2622 2 11118 3 1439 4 3282 5 2066 6 4362 Q2.12_schools 24889 0 1 2308 2 14158 3 3020 4 1563 5 686 6 3154 Q2.13_Health 24889 0 1 1399 2 11184 3 3543 4 3545 5 2354 6 2864 Q2.14_Drainage 24889 0 1 1514 2 10431 3 1913 4 2783 5 1454 6 6794 Q2.15_Libraries 24889 0 1 1259 2 10027 3 3354 4 2099 5 858 6 7292 Q2.16_EMS 24889 0 1 1472 2 9970 3 4779 4 5629 5 3039 Q2.17_metro 24889 0 1 1318 2 10921 3 5920 4 4863 5 1867 Q2.18_gov_initiatives 24889 0 1 434 2 4340 3 3610 4 9512 5 6993 Q2.19_Parks 24889 0 1 1281 2 8868 3 2431 4 3668 5 1852 6 6789 Q3.01_birth_place 24889 0 1 14154 2 1250 3 830 4 1602 5 2673 6 1114 7 166 8 818 9 212 10 2070 Q3.01_recode 24889 0 1 14154 2 8665 3 2070 Q3.02_country 2069 22820 4 243 172.406 60.721 Q3.03_previous_residence 10735 14154 1 1232 2 860 3 1619 4 2676 5 1194 6 164 7 846 8 234 9 1910 Sysmiss 14154 Q3.04_year 10735 14154 1932 2018 2001.168 13.27 Q3.04_year_moved 10735 14154 1 1124 2 1433 3 2997 4 1768 5 582 6 336 7 340 8 353 9 415 10 439 11 406 12 441 13 101 Sysmiss 14154 Q3.05_main_home 24889 0 0 6420 1 18469 Q3.06_home 6420 18469 1 1394 2 610 3 250 4 856 5 1428 6 433 7 40 8 284 9 57 10 1068 Sysmiss 18469 Q3.07_home 1068 23821 5 243 176.192 59.029 Q3.08_visits 6420 18469 1 442 2 1278 3 1560 4 2365 5 454 6 321 Sysmiss 18469 Q3.09_visitors 6420 18469 1 215 2 605 3 787 4 1663 5 545 6 2498 7 107 Sysmiss 18469 Q3.10_Retirement 6420 18469 1 647 2 1474 3 1901 4 1851 5 547 Sysmiss 18469 Q3.11_retirement_intention 24889 0 1 11915 2 4825 3 3373 4 2963 5 1813 Q3.12_1 24889 0 0 15913 1 8976 Q3.12_2 24889 0 0 14175 1 10714 Q3.12_3 24889 0 0 20456 1 4433 Q3.12_4 24889 0 0 22042 1 2847 Q3.12_5 24889 0 0 21530 1 3359 Q3.12_6 24889 0 0 22888 1 2001 Q3.12_7 24889 0 0 24331 1 558 Q3.12_8 24889 0 0 21772 1 3117 Q3.13_Language 24889 0 1 2053 2 2437 3 507 4 1840 5 5981 6 2674 7 3732 8 2724 9 2 10 271 11 504 12 1426 13 738 Q4.01_change 24889 0 1 6893 2 3156 3 14840 Q4.02_major_problem 24889 0 1 962 2 117 3 424 4 7667 5 68 6 36 7 2948 8 389 9 329 10 952 11 2367 12 563 13 225 14 298 15 19 16 4836 17 1009 18 1680 Q4.03_community 24889 0 1 6929 2 16492 3 1468 Q4.04_lengthof_stay 24889 0 1 6917 2 8806 3 4121 4 2447 5 1704 6 894 Q4.05_reason_coming 17972 6917 1 1771 2 1013 3 804 4 1036 5 339 6 2850 7 3683 8 234 9 2220 10 1130 11 379 12 1264 13 1249 Sysmiss 6917 Q4.06_Leadership_perception 24889 0 1 6276 2 7343 3 11270 Q4.07_1 24889 0 0 5299 1 19590 Q4.07_2 24889 0 0 5776 1 19113 Q4.07_3 24889 0 0 6056 1 18833 Q4.07_4 24889 0 0 14336 1 10553 Q4.07_5 24889 0 0 13869 1 11020 Q4.07_6 24889 0 0 11035 1 13854 Q4.07_7 24889 0 0 11094 1 13795 Q4.07_8 24889 0 0 5974 1 18915 Q4.07_9 24889 0 0 17141 1 7748 Q4.07_10 24889 0 0 12971 1 11918 Q4.07_11 24889 0 0 16200 1 8689 Q4.07_12 24889 0 0 15336 1 9553 Q5.01_frequent_trip 24889 0 1 8088 2 1893 3 1261 4 7186 5 552 6 456 7 4406 8 1047 Q5.01_recode 24889 0 1 8090 2 1896 3 1261 4 7210 5 553 6 461 7 4452 8 966 Q5.02_non_movement 1047 23842 0 82 1 965 Sysmiss 23842 Q5.02.01_trip 81 24808 1 2 2 3 4 24 5 1 6 5 8 46 Sysmiss 24808 Q5.03_destination 24889 Q5.03_1 24889 0 -1 965 Eastern Cape 171 Free State 194 Gauteng 22178 KwaZulu-Natal 402 Limpopo 394 Mpumalanga 235 North West 181 Northern Cape 65 Western Cape 104 Q5.03_2 24889 0 -1 1707 -3 25 Bela-Bela 12 City of Johannesburg 8546 City of Matlosana 6 City of Tshwane 3889 Dr JS Moroka 7 Ekurhuleni 4977 Emalahleni 21 Emfuleni 1438 Kgetlengrivier 1 Lesedi 309 Mafikeng 19 Mangaung 20 Matjhabeng 2 Mbombela 24 Merafong City 878 Midvaal 415 Mogalakwena 4 Mogale City 902 Nala 3 Other 753 Polokwane 79 Ramotshere Moiloa 2 Rand West City 799 Rustenburg 32 Thabazimbi 5 Thembisile 12 Victor Khanye 2 Q5.03_2_codes 23157 1732 99 982 705.319 178.511 Q5.03_3 24889 0 -1 2460 Akasia 88 Alberton 453 Alexandra 243 Atteridgeville 109 Babelegi 1 Bala 1 Bapsfontein 6 Bekkersdal 76 Bela-Bela 10 Benoni 584 Bergnek 3 Berseba 1 Bhundu 1 Bloemfontein 9 Bloodriver 4 Blue Hills 3 Boipatong 5 Boksburg 502 Bon Accord 1 Bophelong 11 Boschkop 6 Bosplaas Mathabe 2 Bothaville 1 Botshabelo 3 Brakpan 182 Bronkhorstspruit 90 Carletonville 522 Centurion 455 Chartwell 9 Chief A Luthuli Park 2 City of Johannesburg NU 358 Clayville 3 Cullinan 17 Dainfern 10 Danville 1 Daveyton 239 Deelkraal Gold Mine 6 Delmas 1 Derdepoort 3 Devon A 13 Devon B 3 Diepsloot 98 Dilopye 2 Doornfontein 11 Drie Ziek 2 Duduza 72 Dukathole 1 East Driefontein 15 East Village 2 Ebony Park 16 Edenvale 64 Eersterust 7 Ekangala 16 Ekurhuleni NU 49 Elandsfontein 44 Elandsrand 4 Elsburg Gold Mine 1 Emfuleni NU 4 Emoyeni 1 Ennerdale 49 Etwatwa 18 Evaton 302 Farmall 1 Fochville 129 Freedom Park 1 Ga-Chuene 2 Ga-Komape 1 Ga-Mabitsela 2 Ga-Maja 2 Ga-Matabanyane 1 GaMakanye 1 GaManamela 1 GaMapela 3 GaMokwane 8 GaRankuwa 55 Geluksdal 5 Germiston 667 Glen Harvie 10 Golden Gardens 3 Goudvlakte West 1 Green Park 2 Greenside Colliery 1 Hallgate 1 Hammanskraal 116 Hartbeestfontein A 2 Hartebeesfontein 2 Hebron 1 Heidelberg 246 Hillshaven 1 Holfontein 1 Impumelelo 1 Itsoseng 2 Ivory Park 36 Johannesburg 3593 Kaalfontein 18 Kabokweni 3 Kagiso 238 Kameeldrift 3 Kameelfontein 1 Kana 2 Kanana 1 Kanana Park 14 Kanyamazane 2 Katlehong 247 Keinfontein 1 Kekana Garden 1 Kempton Park 591 Kgoroshi 1 Kgotsong 2 Khutsong 73 Klerksdorp 6 Klipfontein 1 Kokosi 21 Koster 1 Krugersdorp 689 Kuschke 1 KwaGuqa 1 KwaMhlanga 1 KwaThema 119 Kwaggafontein 5 1 Laaste Hoop 3 Lakeside 7 Langaville 13 Lanseria 10 Laudium 13 Lawley 4 Lebogang 1 Leeuport 2 Lehae 2 Lenasia 169 Lenasia South 46 Lenyenye 1 Lenz 7 Lesedi NU 1 Lindelani Village 1 Lithupaneng 1 Lundi 1 Luphisi 1 Mabopane 178 Madiga 1 Mafika 1 Mafikeng 7 Mafikeng - mines & farms 1 Magaliesburg 46 Magogoe 1 Magogoe Tlhabologo 1 Magola 1 Mahwelereng 1 Majaneng 3 Majemantsho 2 Mamello 1 Mamelodi 287 Mangaung 4 Mankweng 5 Marapyane 1 Marikana 1 Marobala 3 Masakhane 1 Masebudule 1 Mashemong 1 Matsulu 1 Mayibuye 2 Mbombela 11 Merafong City NU 11 Meriting 1 Meyerton 286 Mfidikoe 1 Midrand 379 Midvaal NU 21 Millgate Farm 2 Mmabatho 3 Mmadigorong 1 Mogale City NU 24 Mohlakeng 33 Mokgabane 3 Moletsamongwe 1 Moloto 1 Mooiplaas 2 Mphogodiba 1 Msholozi 1 Munsieville 3 Nellmapius 8 New Eersterus 10 Newscom 1 Nigel 144 Northam A 1 Northam B 2 Oberholzer 5 Odendaalsrus 2 Ogies 1 Olievenhoutbos 12 Orange Farm 135 Orient Hills 3 Paradys 1 Percy Fyfe 1 Phameni 1 Phokeng 7 Phola 3 Polokwane 13 Polokwane - mines & farms 2 Popo Molefe 1 Pretoria 2008 Rabie Ridge 13 Randburg 751 Randfontein 539 Randvaal 3 Rapotokwane 1 Ratanda 33 Rayton 1 Refilwe 2 Rethabiseng 1 Rietvallei 3 Roodeplaat 2 Roodepoort 534 Rustenburg 7 Rustenburg - mines & farms 1 Sandton 770 Saulsville 13 Sebayeng 1 Sebokeng 216 Seshego 11 Setlhokwe 1 Sharpeville 19 Signal Hill 1 Simunye 7 Siyabuswa 5 Soetdoring Nature Reserve 1 Soshanguve 289 Southdene 2 Soutpan 1 Soweto 1042 Spaarwater 1 Springs 361 Stinkwater 7 Stretford 13 Suurman 9 Temba 56 Tembisa 226 Thabanchu 1 Thabazimbi A 2 The Carousel Casino and Entertainment World 1 The Hill 3 The Village 2 Thekwane 1 Thembisile 1 Thembisile NU 3 Tholongwe 3 Thune 1 Tlaseng 1 Tlhabane 2 Tloung 1 Tokoza 43 Tsakane 193 Tshepiso 1 Tshepisong 4 Vaal Marina 27 Vaal Oewer 8 Vanderbijlpark 359 Venterspost 3 Vereeniging 582 Victor Khanye NU 1 Vlaaklaagte 1 Vlakfontein 6 Vosloorus 183 Wageenbietjieskop 1 Walkerville 12 Wallis Haven 1 Wattville 10 Wedela 10 West Village 2 WestDriefontein 4 Western Areas Gold Mine 17 Western Deep Levels Mine 7 Westonaria 169 Westonaria NU 47 White River 1 Winterveld 15 Zakariyya Park 3 Zeerust 1 Zwartkop 1 Zwavelpoort 1 eMalahleni 8 eMalahleni - mines & farms 6 Q5.03_3_codes 22404 2485 467004 982120 790799.007 22838.853 Q5.03_4 24889 0 Q5.03_4_codes 22404 2485 467004003 982120001 790799049.893 22838861.671 Q5.04_time 23924 0 00:00:00 641 00:01:00 4 00:02:00 1 00:04:00 1 00:30:00 3 00:59:00 1 01:00:00 78 01:04:00 1 01:08:00 1 01:15:00 1 01:29:00 2 01:30:00 8 01:48:00 1 02:00:00 74 02:05:00 1 02:10:00 2 02:14:00 1 02:15:00 1 02:30:00 11 02:31:00 1 02:45:00 1 02:55:00 1 02:58:00 1 03:00:00 113 03:01:00 1 03:05:00 1 03:10:00 1 03:13:00 1 03:15:00 2 03:20:00 2 03:25:00 1 03:30:00 29 03:40:00 3 03:45:00 4 03:50:00 2 03:53:00 1 03:55:00 1 04:00:00 299 04:01:00 1 04:04:00 1 04:10:00 5 04:14:00 1 04:15:00 2 04:20:00 4 04:29:00 2 04:30:00 120 04:31:00 1 04:32:00 1 04:34:00 1 04:35:00 3 04:36:00 1 04:38:00 1 04:40:00 7 04:45:00 19 04:46:00 2 04:50:00 7 04:54:00 1 04:55:00 3 04:56:00 1 04:59:00 2 05:00:00 1349 05:01:00 4 05:04:00 1 05:05:00 8 05:06:00 1 05:08:00 2 05:10:00 9 05:11:00 1 05:15:00 18 05:20:00 18 05:22:00 1 05:23:00 1 05:24:00 1 05:25:00 6 05:26:00 1 05:29:00 6 05:30:00 382 05:31:00 8 05:32:00 1 05:33:00 1 05:35:00 3 05:38:00 1 05:39:00 1 05:40:00 15 05:41:00 1 05:43:00 1 05:45:00 33 05:50:00 14 05:51:00 2 05:55:00 6 05:56:00 2 05:57:00 1 05:58:00 1 06:00:00 3295 06:01:00 4 06:03:00 1 06:04:00 1 06:05:00 2 06:06:00 1 06:08:00 1 06:09:00 1 06:10:00 13 06:13:00 1 06:14:00 4 06:15:00 47 06:19:00 3 06:20:00 21 06:22:00 3 06:24:00 2 06:25:00 7 06:28:00 1 06:29:00 16 06:30:00 625 06:31:00 9 06:32:00 3 06:33:00 1 06:35:00 8 06:36:00 1 06:37:00 2 06:38:00 1 06:39:00 3 06:40:00 20 06:43:00 1 06:44:00 4 06:45:00 87 06:46:00 3 06:47:00 1 06:50:00 22 06:51:00 1 06:52:00 1 06:55:00 5 06:56:00 2 07:00:00 3593 07:01:00 8 07:02:00 1 07:03:00 1 07:04:00 1 07:05:00 2 07:06:00 3 07:07:00 1 07:08:00 1 07:09:00 3 07:10:00 12 07:14:00 3 07:15:00 52 07:16:00 1 07:17:00 1 07:18:00 1 07:19:00 3 07:20:00 22 07:21:00 1 07:25:00 9 07:26:00 1 07:28:00 3 07:29:00 10 07:30:00 450 07:31:00 8 07:32:00 2 07:34:00 1 07:35:00 12 07:36:00 1 07:38:00 2 07:40:00 22 07:43:00 1 07:45:00 48 07:46:00 1 07:50:00 13 07:51:00 2 07:52:00 2 07:54:00 1 07:55:00 4 07:57:00 1 07:58:00 3 08:00:00 2666 08:01:00 7 08:04:00 2 08:05:00 6 08:06:00 1 08:07:00 2 08:08:00 1 08:10:00 7 08:15:00 7 08:20:00 5 08:29:00 4 08:30:00 140 08:31:00 2 08:32:00 1 08:34:00 1 08:35:00 1 08:36:00 1 08:40:00 11 08:42:00 2 08:43:00 1 08:44:00 1 08:45:00 11 08:48:00 1 08:50:00 9 08:55:00 3 08:58:00 3 08:59:00 3 09:00:00 2832 09:01:00 2 09:02:00 3 09:04:00 1 09:05:00 3 09:06:00 1 09:10:00 2 09:15:00 12 09:16:00 1 09:20:00 3 09:29:00 2 09:30:00 102 09:31:00 4 09:38:00 2 09:40:00 3 09:45:00 13 09:46:00 2 09:50:00 2 09:55:00 2 09:58:00 5 09:59:00 4 10:00:00 2696 10:01:00 7 10:04:00 1 10:05:00 3 10:07:00 1 10:09:00 2 10:10:00 4 10:15:00 5 10:20:00 4 10:25:00 2 10:28:00 1 10:30:00 59 10:31:00 3 10:33:00 1 10:37:00 1 10:40:00 2 10:42:00 1 10:45:00 4 10:48:00 2 10:49:00 4 10:50:00 4 10:54:00 1 10:56:00 1 10:57:00 3 10:58:00 3 10:59:00 4 11:00:00 983 11:01:00 5 11:02:00 2 11:04:00 1 11:05:00 2 11:09:00 1 11:14:00 2 11:15:00 4 11:16:00 1 11:25:00 2 11:28:00 1 11:29:00 1 11:30:00 29 11:31:00 1 11:33:00 1 11:38:00 1 11:40:00 1 11:45:00 4 11:46:00 1 11:47:00 1 11:50:00 1 11:53:00 1 11:54:00 2 11:55:00 5 11:56:00 1 12:00:00 254 12:04:00 1 12:05:00 3 12:14:00 1 12:20:00 1 12:25:00 2 12:28:00 1 12:30:00 10 12:35:00 2 12:42:00 1 12:50:00 1 12:59:00 1 13:00:00 339 13:01:00 4 13:02:00 1 13:04:00 1 13:05:00 4 13:10:00 2 13:15:00 1 13:18:00 1 13:20:00 1 13:25:00 1 13:30:00 14 13:45:00 2 14:00:00 274 14:01:00 3 14:05:00 3 14:10:00 2 14:30:00 13 14:32:00 1 14:51:00 1 14:55:00 1 14:59:00 1 15:00:00 148 15:04:00 1 15:05:00 1 15:10:00 2 15:14:00 1 15:15:00 4 15:16:00 1 15:20:00 1 15:22:00 1 15:29:00 1 15:30:00 8 15:48:00 1 16:00:00 158 16:06:00 1 16:10:00 2 16:15:00 1 16:20:00 1 16:30:00 18 16:31:00 1 16:42:00 1 16:45:00 1 16:50:00 1 17:00:00 133 17:01:00 1 17:02:00 1 17:08:00 1 17:11:00 1 17:20:00 2 17:30:00 26 17:35:00 1 17:40:00 1 17:45:00 3 18:00:00 156 18:01:00 1 18:03:00 1 18:09:00 1 18:15:00 1 18:19:00 1 18:30:00 13 18:42:00 1 18:45:00 2 19:00:00 96 19:01:00 1 19:25:00 1 19:30:00 5 19:31:00 1 19:33:00 1 19:35:00 1 19:37:00 1 19:38:00 1 19:57:00 1 19:58:00 1 19:59:00 1 20:00:00 108 20:01:00 3 20:05:00 2 20:06:00 1 20:18:00 1 20:30:00 5 20:52:00 1 20:57:00 1 21:00:00 122 21:01:00 3 21:05:00 1 21:29:00 1 21:30:00 3 21:58:00 1 22:00:00 107 22:02:00 1 22:10:00 1 22:15:00 1 22:30:00 4 22:31:00 1 22:50:00 1 22:55:00 1 22:56:00 1 23:00:00 98 23:01:00 1 23:02:00 1 23:05:00 1 23:30:00 1 23:57:00 1 23:59:00 1 Q5.05_time_destination 23924 965 1 4894 2 8684 3 5041 4 2851 5 1009 6 1445 Sysmiss 965 Q5.06_1 23924 965 0 19243 1 4681 Sysmiss 965 Q5.06_2 23924 965 0 23854 1 70 Sysmiss 965 Q5.06_3 23924 965 0 23880 1 44 Sysmiss 965 Q5.06_4 23924 965 0 18235 1 5689 Sysmiss 965 Q5.06_5 23924 965 0 21122 1 2802 Sysmiss 965 Q5.06_6 23924 965 0 23741 1 183 Sysmiss 965 Q5.06_7 23924 965 0 11934 1 11990 Sysmiss 965 Q5.06_8 23924 965 0 22913 1 1011 Sysmiss 965 Q5.06_9 23924 965 0 23868 1 56 Sysmiss 965 Q5.06_10 23924 965 0 23715 1 209 Sysmiss 965 Q5.06_11 23924 965 0 23367 1 557 Sysmiss 965 Q5.06_12 23924 965 0 23877 1 47 Sysmiss 965 Q5.06_13 23924 965 0 23310 1 614 Sysmiss 965 Q5.06_14 23924 965 0 23920 1 4 Sysmiss 965 Q5.06_15 23924 965 0 23800 1 124 Sysmiss 965 Q5.07_Transp_Longdistance 23924 965 1 1370 2 24 3 18 4 5284 5 2618 6 98 7 11666 8 692 9 40 10 148 11 1133 12 29 13 472 14 2 15 330 Sysmiss 965 Q5.08_alternative_transport 8017 16872 1 1443 2 329 3 159 4 735 5 582 6 302 7 92 8 3333 9 1042 Sysmiss 16872 Q5.09_longest_travel 23924 965 1 4652 2 15149 3 1697 4 1847 5 579 Sysmiss 965 Q5.11_BRT 23924 965 1 460 2 341 3 887 4 836 5 21400 Sysmiss 965 Q5.12_satisfaction_BRT 2524 22365 1 580 2 1539 3 218 4 149 5 38 Sysmiss 22365 Q5.13_why_use_BRT 2524 22365 1 837 2 249 3 284 4 331 5 227 6 263 7 43 8 290 Sysmiss 22365 Q5.14_whatwould_encourage_BRT_use 23924 965 1 6263 2 686 3 431 4 170 5 62 6 692 7 410 8 670 9 117 10 375 11 347 12 294 13 8730 14 4677 Sysmiss 965 Q5.15_transport_expenditure 23924 965 1 1251 2 2061 3 3210 4 3564 5 4114 6 4289 7 2563 8 869 9 2003 Sysmiss 965 Q5.16_transport_improvement 24889 0 1 1983 2 10549 3 3843 4 3875 5 1405 6 3234 Q5.17_etoll_payment 24889 0 1 1432 2 4554 3 2399 4 6110 5 2228 6 8166 Q5.18_proximity_public_transport 24889 0 1 16260 2 4853 3 1218 4 273 5 190 6 2095 Q6.01_internet 24889 0 1 10122 2 4964 3 9803 Q6.02_1 15086 9803 0 10935 1 4151 Sysmiss 9803 Q6.02_2 15086 9803 0 10486 1 4600 Sysmiss 9803 Q6.02_3 15086 9803 0 13363 1 1723 Sysmiss 9803 Q6.02_4 15086 9803 0 13019 1 2067 Sysmiss 9803 Q6.02_5 15086 9803 0 10840 1 4246 Sysmiss 9803 Q6.02_6 15086 9803 0 1136 1 13950 Sysmiss 9803 Q6.02_7 15086 9803 0 9563 1 5523 Sysmiss 9803 Q6.02_8 15086 9803 0 11044 1 4042 Sysmiss 9803 Q6.02_9 15086 9803 0 14699 1 387 Sysmiss 9803 Q6.02_10 15086 9803 0 13536 1 1550 Sysmiss 9803 Q6.03_internet 15086 9803 1 3206 2 9178 3 1058 4 1334 5 310 Sysmiss 9803 Q6.04_1 15086 9803 0 10354 1 4732 Sysmiss 9803 Q6.04_2 15086 9803 0 13329 1 1757 Sysmiss 9803 Q6.04_3 15086 9803 0 6334 1 8752 Sysmiss 9803 Q6.04_4 15086 9803 0 11119 1 3967 Sysmiss 9803 Q6.04_5 15086 9803 0 6675 1 8411 Sysmiss 9803 Q6.04_6 15086 9803 0 8042 1 7044 Sysmiss 9803 Q6.05_municipal_broadband 24889 0 1 4159 2 7545 3 13185 Q7.01_debt 24889 0 0 16219 1 8670 Q7.02_debt_repay 8670 16219 0 4732 1 3938 Sysmiss 16219 Q7.03_1 24889 0 0 21660 1 3229 Q7.03_2 24889 0 0 1361 1 23528 Q7.03_3 24889 0 0 3055 1 21834 Q7.03_4 24889 0 0 14928 1 9961 Q7.03_5 24889 0 0 6780 1 18109 Q7.03_6 24889 0 0 10629 1 14260 Q7.03_7 24889 0 0 15603 1 9286 Q7.03_8 24889 0 0 20550 1 4339 Q7.03_9 24889 0 0 3630 1 21259 Q7.04_meal 24889 0 0 19564 1 5325 Q7.05_child 24889 0 1 3457 2 12689 3 8743 Q7.06_benefit_food_scheme 16146 8743 0 9755 1 6391 Sysmiss 8743 Q7.07_grow_vegetables 24889 0 1 3514 2 63 3 168 4 21144 Q7.08_monthly_expenditure_food 24889 0 1 2549 2 7844 3 9217 4 4491 5 788 Q7.09_How_difficult_saving 24889 0 1 428 2 4381 3 16818 4 3262 Q8.01_registered 24889 0 0 5803 1 19086 Q8.02_voted 19085 5804 0 3205 1 15880 Sysmiss 5804 Q8.03_reason_not_voting 3205 21684 1 33 2 294 3 443 4 236 5 84 6 446 7 181 8 618 9 870 Sysmiss 21684 Q8.04_Party_change 15881 9008 1 3072 2 12543 3 266 Sysmiss 9008 Q8.05_1 24889 0 0 15379 1 9510 Q8.05_2 24889 0 0 15688 1 9201 Q8.05_3 24889 0 0 19283 1 5606 Q8.05_4 24889 0 0 21550 1 3339 Q8.05_5 24889 0 0 16723 1 8166 Q8.05_6 24889 0 0 20481 1 4408 Q8.06_idp 24889 0 1 19604 2 4642 3 643 Q8.07_satis_IDP 643 24246 1 65 2 304 3 100 4 128 5 46 Sysmiss 24246 Q8.08_Participate_CBP 24889 0 1 19317 2 4775 3 797 Q8.09_satis_CBP 797 24092 1 95 2 384 3 118 4 149 5 51 Sysmiss 24092 Q8.10_NG 24889 0 1 1896 2 9056 3 4015 4 7099 5 2823 Q8.11_PG 24889 0 1 1141 2 9943 3 4605 4 7044 5 2156 Q8.12_LG 24889 0 1 977 2 8288 3 4650 4 7647 5 3327 Q8.13_councillor 24889 0 1 615 2 5677 3 3215 4 4624 5 4104 6 6654 Q8.14_Government_level_done_more 24889 0 1 3482 2 3304 3 10764 4 7339 Q8.15_visit_gov 24889 0 0 11330 1 13559 Q8.16_dept 13559 11330 1 8295 2 171 3 731 4 73 5 988 6 146 7 224 8 363 9 40 10 30 11 916 12 497 13 315 14 44 15 560 16 166 Sysmiss 11330 Q8.17_assisted_reasonable_time 13559 11330 0 4890 1 8669 Sysmiss 11330 Q8.18_treated_respectfully 13559 11330 0 2886 1 10673 Sysmiss 11330 Q8.19_needs_satisfied 13559 11330 0 1754 1 11805 Sysmiss 11330 Q8.20_batho_pele 24889 0 0 12830 1 8879 2 3180 Q8.21_bribe 24889 0 0 21321 1 3568 Q8.22_municipal_communication 24889 0 1 184 2 4553 3 960 4 1061 5 352 6 222 7 222 8 4495 9 919 10 3692 11 3619 12 1837 13 545 14 1266 15 962 Q8.23_democracy 24889 0 1 1322 2 9308 3 4569 4 7235 5 2455 Q8.24_munic_listens 24889 0 1 678 2 6929 3 6000 4 8673 5 2609 Q8.25_munic_does 24889 0 1 531 2 6021 3 6453 4 9300 5 2584 Q8.26_munic_cares 24889 0 1 636 2 6041 3 6299 4 9207 5 2706 Q8.27_same_future 24889 0 1 746 2 6723 3 6975 4 8275 5 2170 Q8.28_dm_inclusion 24889 0 1 552 2 5907 3 6414 4 9358 5 2658 Q8.29_munic_belief 24889 0 1 429 2 5451 3 6649 4 9583 5 2777 Q8.30_munic_info 24889 0 1 559 2 6854 3 6659 4 8403 5 2414 Q8.31_Grants 24889 0 1 19323 2 1707 3 598 4 3261 Q8.32_Water_sanitation 24889 0 1 5128 2 5140 3 12004 4 2617 Q8.33_Housing 24889 0 1 6610 2 7238 3 8084 4 2957 Q9.01_politics 24889 0 1 3255 2 7083 3 3360 4 8605 5 2586 Q9.02_infl_dev 24889 0 1 1479 2 6983 3 4709 4 9531 5 2187 Q9.03_country 24889 0 1 4550 2 10414 3 3516 4 5319 5 1090 Q9.04_election 24889 0 1 2083 2 11675 3 7996 4 2628 5 507 Q9.05_judiciary 24889 0 1 1626 2 9408 3 7939 4 4825 5 1091 Q9.06_enviro 24889 0 1 9411 2 14323 3 697 4 344 5 114 Q9.07_foreigners 24889 0 1 478 2 1476 3 931 4 13385 5 8619 Q9.08_corruption 24889 0 1 8171 2 13194 3 1635 4 1403 5 486 Q9.09_press 24889 0 1 1961 2 9317 3 5217 4 6761 5 1633 Q9.10_BW_trust 24889 0 1 5693 2 10620 3 2568 4 4173 5 1835 Q9.11_alienation 24889 0 1 1445 2 6556 3 4560 4 10065 5 2263 Q9.12_foreigners 24889 0 1 4195 2 4099 3 16595 Q9.13_Environ_harm 24889 0 1 2010 2 6160 3 2949 4 11078 5 2692 Q9.14_GP_water_crisis 24889 0 1 2565 2 9180 3 3893 4 7827 5 1424 Q9.15_Black_opport_more 24889 0 1 1237 2 4223 3 2758 4 11023 5 5648 Q9.16_Violenc_LBG 24889 0 1 341 2 1136 3 1140 4 14373 5 7899 Q9.17_Identify_self_with 24889 0 1 2285 2 5491 3 4247 4 581 5 2012 6 3765 7 1689 8 3930 9 889 Q9.18_Price_up 24889 0 1 682 2 2496 3 1695 4 10975 5 9041 Q9.19_Parks_avail 24889 0 1 5837 2 14305 3 2165 4 2064 5 518 Q9.20_Interracial_dating 24889 0 1 5199 2 13466 3 2682 4 2522 5 1020 Q10.01_money 24889 0 1 743 2 5546 3 2655 4 11231 5 4714 Q10.02_time 24889 0 1 2134 2 15601 3 2187 4 4326 5 641 Q10.03_marriage 24889 0 1 4521 2 11016 3 1302 4 1168 5 404 6 6478 Q10.04_family 24889 0 1 3827 2 15887 3 1859 4 2829 5 487 Q10.05_friends 24889 0 1 2385 2 15934 3 4040 4 2084 5 446 Q10.06_living 24889 0 1 1821 2 12579 3 3186 4 5657 5 1646 Q10.07_job_finding_difficulty 24889 0 1 1202 2 4198 3 17616 4 1873 Q10.08_leisure 24889 0 1 2380 2 16311 3 2908 4 2865 5 425 Q10.09_neighbourhood 24889 0 1 2771 2 14873 3 2435 4 3568 5 1242 Q10.10_life 24889 0 1 2537 2 14182 3 3269 4 4086 5 815 Q10.11_abuse 24889 0 0 24488 1 401 Q10.12_religion 24889 0 1 3237 2 2142 3 39 4 18126 5 84 6 115 7 417 8 9 9 720 Q11.01_business_ownership 24889 0 0 21976 1 2913 Q11.02_business 21976 2913 1 18824 2 2725 3 151 4 276 Sysmiss 2913 Q11.03_age 2913 21976 0 60 6.497 6.609 Q11.03_recode 2913 21976 1 509 2 386 3 521 4 495 5 528 6 241 7 233 Sysmiss 21976 Q11.04_business_type 2913 21976 1 1110 2 1803 Sysmiss 21976 Q11.05_sector 2913 21976 1 85 2 11 3 114 4 84 5 20 6 200 7 400 8 137 9 274 10 39 11 45 12 53 13 22 14 13 15 17 16 54 17 26 18 94 19 1119 20 72 21 34 Sysmiss 21976 Q11.06_people 2913 21976 0 1523 1 1390 Sysmiss 21976 Q11.07_employees 1390 23499 1 1000 10.943 35.286 Q11.08_business_description 2913 21976 1 971 2 1042 3 205 4 228 5 467 Sysmiss 21976 Q11.09_SMMes_support 6065 18824 0 3823 1 2242 Sysmiss 18824 Q11.10_support_SMMes 2242 22647 1 127 2 749 3 512 4 606 5 248 Sysmiss 22647 Q11.11_participate_survey 6065 18824 0 2642 1 3423 Sysmiss 18824 Q11.12_working 24889 0 0 16151 1 8738 Q11.13_new_job 16151 8738 0 15335 1 816 Sysmiss 8738 Q11.14_unemployment_status 15335 9554 0 7353 1 7982 Sysmiss 9554 Q11.15_unemployed 7353 17536 1 754 2 1424 3 465 4 128 5 456 6 202 7 931 8 2993 Sysmiss 17536 Q11.16_looked_for_work 7982 16907 0 3535 1 4447 Sysmiss 16907 Q11.17_search_work 3535 21354 0 2271 1 1264 Sysmiss 21354 Q11.18_availability_emp 8736 16153 1 7940 2 275 3 145 4 376 Sysmiss 16153 Q11.19_period_unemployed 8736 16153 1 1274 2 1014 3 1140 4 1286 5 2245 6 1777 Sysmiss 16153 Q11.20_employment 9554 15335 1 5262 2 1063 3 1012 4 1075 5 518 6 624 Sysmiss 15335 Q11.21_sector 9554 15335 1 202 2 424 3 482 4 252 5 120 6 651 7 740 8 341 9 499 10 226 11 473 12 147 13 179 14 233 15 430 16 356 17 387 18 114 19 2977 20 258 21 63 Sysmiss 15335 Q11.22_work 9554 15335 1 1226 2 5649 3 907 4 1427 5 345 Sysmiss 15335 Q11.23_hours_work 9554 15335 1 120 38.432 17.435 Q11.24_last_job 16513 8376 1 5051 2 1454 3 279 4 889 5 1823 6 2873 7 466 8 322 9 171 10 2532 11 653 Sysmiss 8376 Q11.25_imporant_job_consider 18290 6599 1 572 2 9177 3 262 4 158 5 2180 6 1200 7 1788 8 1673 9 1280 Sysmiss 6599 Q12.01_crime 24889 0 1 5305 2 8607 3 10977 Q12.02_victim 24889 0 0 19402 1 5487 Q12.03_day 24889 0 1 8859 2 10876 3 1259 4 2589 5 1306 Q12.04_night 24889 0 1 1607 2 4049 3 1580 4 5919 5 11734 Q12.05_home 24889 0 1 11493 2 8779 3 1552 4 2142 5 923 Q12.06_security_reside 24889 0 1 1339 2 8606 3 5031 4 6862 5 3051 Q13.01_1 24889 0 0 21479 1 3410 Q13.01_2 24889 0 0 13353 1 11536 Q13.01_3 24889 0 0 21341 1 3548 Q13.01_4 24889 0 0 21593 1 3296 Q13.01_5 24889 0 0 18237 1 6652 Q13.01_6 24889 0 0 23048 1 1841 Q13.01_7 24889 0 0 23076 1 1813 Q13.01_8 24889 0 0 23699 1 1190 Q13.01_9 24889 0 0 23365 1 1524 Q13.01_10 24889 0 0 22975 1 1914 Q13.01_recode 24889 0 0 7716 1 17173 Q13.02_particip_charity 24889 0 0 20410 1 4479 Q13.03_1 4479 20410 0 3248 1 1231 Sysmiss 20410 Q13.03_2 4479 20410 0 3187 1 1292 Sysmiss 20410 Q13.03_3 4479 20410 0 3940 1 539 Sysmiss 20410 Q13.03_4 4479 20410 0 3482 1 997 Sysmiss 20410 Q13.03_5 4479 20410 0 4180 1 299 Sysmiss 20410 Q13.03_6 4479 20410 0 4316 1 163 Sysmiss 20410 Q13.03_7 4479 20410 0 4313 1 166 Sysmiss 20410 Q13.03_8 4479 20410 0 4425 1 54 Sysmiss 20410 Q13.03_9 4479 20410 0 4396 1 83 Sysmiss 20410 Q13.03_10 4479 20410 0 4442 1 37 Sysmiss 20410 Q13.03_11 4479 20410 0 3786 1 693 Sysmiss 20410 Q13.03_12 4479 20410 0 4260 1 219 Sysmiss 20410 Q13.04_participate_protest 24889 0 0 22804 1 2085 Q13.05_protest 24889 0 0 15060 1 6222 2 3607 Q13.06_Last_Protest 6222 18667 1 340 2 2214 3 112 4 245 5 73 6 1006 7 201 8 199 9 133 10 331 11 81 12 182 13 140 14 184 15 70 16 711 Sysmiss 18667 Q13.07_1 6222 18667 0 1533 1 4689 Sysmiss 18667 Q13.07_2 6222 18667 0 526 1 5696 Sysmiss 18667 Q13.07_3 6222 18667 0 958 1 5264 Sysmiss 18667 Q13.07_4 6222 18667 0 4101 1 2121 Sysmiss 18667 Q13.07_5 6222 18667 0 4508 1 1714 Sysmiss 18667 Q13.07_6 6222 18667 0 3895 1 2327 Sysmiss 18667 Q13.07_7 6222 18667 0 4322 1 1900 Sysmiss 18667 Q13.07_8 6222 18667 0 4832 1 1390 Sysmiss 18667 Q13.07_9 6222 18667 0 5128 1 1094 Sysmiss 18667 Q13.07_10 6222 18667 0 5731 1 491 Sysmiss 18667 Q14.01_healthcare_services 24889 0 1 5507 2 16393 3 1705 4 196 5 144 6 944 Q14.02_nonuse_public_health 5847 19042 1 76 2 3256 3 233 4 790 5 189 6 285 7 316 8 702 Sysmiss 19042 Q14.03_health_services 23945 944 1 4040 2 12727 3 2205 4 3592 5 1381 Sysmiss 944 Q14.04_medaid 24889 0 1 4101 2 1539 3 531 4 17401 5 806 6 511 Q14.05_access 24889 0 0 23499 1 1390 Q14.06_reason_health_behavior 1390 23499 1 267 2 218 3 31 4 86 5 64 6 152 7 128 8 150 9 63 10 231 Sysmiss 23499 Q14.07_frequency_mobile_clinic 24889 0 1 16524 2 586 3 910 4 331 5 878 6 373 7 5287 Q14.08_visited_health_woker 24889 0 0 21919 1 2970 Q14.09_1 24889 0 0 24213 1 676 Q14.09_2 24889 0 0 23742 1 1147 Q14.09_3 24889 0 0 21902 1 2987 Q14.09_4 24889 0 0 24135 1 754 Q14.09_5 24889 0 0 22756 1 2133 Q14.09_6 24889 0 0 24464 1 425 Q14.09_7 24889 0 0 23774 1 1115 Q14.09_8 24889 0 0 20571 1 4318 Q14.09_9 24889 0 0 23351 1 1538 Q14.09_10 24889 0 0 24005 1 884 Q14.10_HIV_test 24889 0 1 15368 2 8078 3 1443 Q14.11_health 24889 0 1 9398 2 13648 3 1656 4 187 Q14.12_work 24889 0 1 849 2 5439 3 3642 4 14959 Q14.13_social 24889 0 1 680 2 5396 3 3759 4 15054 Q14.14_pleasure 24889 0 1 15029 2 7712 3 1369 4 779 Q14.15_depressed 24889 0 1 13182 2 9053 3 1594 4 1060 Q14.16_mental_problems 24889 0 0 23208 1 1681 Q14.17_emotional_support 24889 0 0 4404 1 20485 Q15.01_education 24889 0 1 688 2 15 3 53 4 165 5 159 6 302 7 395 8 475 9 817 10 1223 11 954 12 2047 13 2719 14 7921 15 2365 16 2032 17 1373 18 714 19 472 Q15.01_education_recode 24889 0 1 688 2 2381 3 6943 4 7921 5 6484 6 472 Q15.02_age 24889 0 18 105 40.725 14.918 Q15.02_age_recode 24889 0 1 637 2 2424 3 3355 4 3532 5 3519 6 2668 7 2349 8 1687 9 1424 10 1144 11 2150 Q15.03_registered_student 24889 0 1 1184 2 1455 3 22250 Q15.04_disability 24889 0 1 23652 2 488 3 165 4 34 5 366 6 30 7 67 8 87 Q15.05_head 24889 0 1 15042 2 3899 3 713 4 1892 5 1185 6 365 7 98 8 760 9 935 Q15.06_dependants 24889 0 0 6958 1 4792 2 5960 3 3789 4 1821 5 781 6 352 7 175 8 103 9 52 10 48 11 21 12 37 Q15.07_dependants 17931 6958 0 5487 1 4344 2 4363 3 2234 4 886 5 320 6 150 7 66 8 35 9 13 10 18 11 9 12 6 Sysmiss 6958 Q15.08_primary_carer 17931 6958 1 7257 2 7911 3 1146 4 339 5 551 6 40 7 196 8 24 9 343 10 124 Sysmiss 6958 Q15.09_under18 24889 0 0 11271 1 4645 2 4903 3 2405 4 950 5 358 6 179 7 90 8 41 9 23 10 10 11 6 12 8 Q15.09_recode 24889 0 0 11271 1 4645 2 4903 3 2405 4 950 5 358 6 179 7 90 8 41 9 23 10 24 Q15.10_Timeto_school 13618 11271 1 3894 2 5072 3 1895 4 682 5 150 6 53 7 1872 Sysmiss 11271 Q15.11_Schooling_type 11746 13143 1 9145 2 2601 Sysmiss 13143 Q15.12_grant 24889 0 0 14039 1 10850 Q15.13_indigency_register 24889 0 0 13298 1 7023 2 4568 Q15.14_formal 24889 0 0 12252 1 12637 Q15.15_informal 24889 0 0 17330 1 7559 Q15.16_remittances 24889 0 0 19390 1 5499 Q15.17_support 24889 0 0 23266 1 1623 Q15.18_renting 24889 0 0 22788 1 2101 Q15.19_savings 24889 0 0 20782 1 4107 Q15.20_income 24889 0 1 460 2 806 3 2199 4 3909 5 3194 6 2043 7 948 8 530 9 449 10 266 11 144 12 68 13 30 14 15 15 11 16 17 17 1108 18 8692 Q15.21_party_choice 20285 4604 1 11146 2 45 3 9 4 60 5 2276 6 1605 7 188 8 49 9 29 10 76 11 157 12 1105 13 1755 14 1785 Sysmiss 4604 Q17.01_Interview_language 24886 3 1 94 2 11052 3 89 4 617 5 5947 6 1803 7 2877 8 1803 9 42 10 129 11 423 12 10 Sysmiss 3 Q17.02_1 24889 0 0 23327 1 1562 Q17.02_2 24889 0 0 24654 1 235 Q17.02_3 24889 0 0 11185 1 13704 Q17.02_4 24889 0 0 24705 1 184 Q17.02_5 24889 0 0 17740 1 7149 Q17.02_6 24889 0 0 22460 1 2429 Q17.02_7 24889 0 0 22705 1 2184 Q17.02_8 24889 0 0 24883 1 6 Q17.02_9 24889 0 0 24817 1 72 Q17.02_10 24889 0 0 23982 1 907 Q17.02_11 24889 0 0 21338 1 3551 Q17.02_12 24889 0 0 24696 1 193 Q17.02_13 24889 0 0 24350 1 539 Q17.02_14 24889 0 0 24835 1 54 RESDU_WGT 24889 0 20 1043.426 162.738 100.567 DOWNSCALE_ResDU_wgt 24889 0 0.123 6.412 1 0.618 F1servic 24889 0 0 10 8.455 2.502 F2soclas 24889 0 0 10 3.893 2.46 F3govsat 24889 0 0 10 5.151 2.423 F4lifsat 24889 0 0 10 6.61 1.495 F5health 24889 0 0 10 7.727 2.481 F6safety 24889 0 0 10 5.246 2.155 F7partic 24889 0 0 10 7.148 2.609 QoLIndex_Data_Driven 24889 0 11.771 96.139 63.798 12.037