DDI_ZAF_2020_QoLS-R6_v01_M
DataFirst
Development Economics Data Group
2023-03-07
NADA
Version 01 (March 2023): This metadata was downloaded from the DataFirst website (https://www.datafirst.uct.ac.za/dataportal/index.php/catalog/central) and it is identical to DataFirst DDI version (zaf-gcro-qols-2020-2021-v1). The following two metadata fields were edited - Document ID and Survey ID.
Quality of Life Survey 2020-2021
Round 6
QOLS 2020-21
ZAF_2020_QoLS-R6_v01_M
University of Johannesburg
University of the Witwatersrand
Gauteng Provincial Government
South African Local Government Association (SALGA)
NADA
Gauteng Provincial Government
City of Ekurhuleni
City of Johannesburg
City of Tshwane
DataFirst Helpdesk
Other Household Survey [hh/oth]
Version 1: Edited, anonymised dataset shared under a CC-BY attribution-only license.
South Africa
The survey covers the Gauteng province in South Africa.
The lowest level of geographic aggregation in the data is regional municipality
Sample survey data [ssd]
GeoSpace International
Face-to-face [f2f]
DataFirst
qols-2020-2021-new-weights
13617
330
qols-2020-2021-new-weights-restricted
13617
373
V1
13617
V2
13617
01 Apr 21
01 Dec 20
01 Feb 21
01 Mar 21
01 May 21
01 Nov 20
02 Apr 21
02 Dec 20
02 Feb 21
02 Mar 21
02 May 21
02 Nov 20
03 Apr 21
03 Dec 20
03 Feb 21
03 Mar 21
03 May 21
03 Nov 20
04 Apr 21
04 Dec 20
04 Feb 21
04 Mar 21
04 May 21
04 Nov 20
05 Apr 21
05 Dec 20
05 Feb 21
05 Mar 21
05 May 21
05 Nov 20
06 Apr 21
06 Dec 20
06 Feb 21
06 Mar 21
06 May 21
06 Nov 20
06 Oct 20
07 Apr 21
07 Dec 20
07 Feb 21
07 Mar 21
07 May 21
07 Nov 20
07 Oct 20
08 Apr 21
08 Dec 20
08 Feb 21
08 Mar 21
08 May 21
08 Nov 20
08 Oct 20
09 Apr 21
09 Dec 20
09 Feb 21
09 Mar 21
09 May 21
09 Nov 20
09 Oct 20
10 Apr 21
10 Dec 20
10 Feb 21
10 Mar 21
10 May 21
10 Nov 20
10 Oct 20
11 Apr 21
11 Dec 20
11 Feb 21
11 Mar 21
11 May 21
11 Nov 20
11 Oct 20
12 Apr 21
12 Dec 20
12 Feb 21
12 Jan 21
12 Mar 21
12 May 21
12 Nov 20
12 Oct 20
13 Apr 21
13 Dec 20
13 Feb 21
13 Jan 21
13 Mar 21
13 May 21
13 Nov 20
13 Oct 20
14 Apr 21
14 Dec 20
14 Feb 21
14 Jan 21
14 Mar 21
14 May 21
14 Nov 20
14 Oct 20
15 Apr 21
15 Dec 20
15 Feb 21
15 Jan 21
15 Mar 21
15 May 21
15 Nov 20
16 Apr 21
16 Dec 20
16 Feb 21
16 Jan 21
16 Mar 21
16 May 21
16 Nov 20
17 Apr 21
17 Dec 20
17 Feb 21
17 Jan 21
17 Mar 21
17 May 21
17 Nov 20
18 Apr 21
18 Dec 20
18 Feb 21
18 Jan 21
18 Mar 21
18 May 21
18 Nov 20
19 Apr 21
19 Dec 20
19 Feb 21
19 Jan 21
19 Mar 21
19 May 21
19 Nov 20
19 Oct 20
20 Apr 21
20 Dec 20
20 Feb 21
20 Jan 21
20 Mar 21
20 May 21
20 Nov 20
20 Oct 20
21 Apr 21
21 Dec 20
21 Feb 21
21 Jan 21
21 Mar 21
21 May 21
21 Nov 20
21 Oct 20
22 Apr 21
22 Feb 21
22 Jan 21
22 Mar 21
22 May 21
22 Nov 20
22 Oct 20
23 Apr 21
23 Feb 21
23 Jan 21
23 Mar 21
23 May 21
23 Nov 20
23 Oct 20
24 Apr 21
24 Feb 21
24 Jan 21
24 Mar 21
24 May 21
24 Nov 20
24 Oct 20
25 Apr 21
25 Feb 21
25 Jan 21
25 Mar 21
25 May 21
25 Nov 20
25 Oct 20
26 Apr 21
26 Feb 21
26 Jan 21
26 Mar 21
26 May 21
26 Nov 20
26 Oct 20
27 Apr 21
27 Feb 21
27 Jan 21
27 Mar 21
27 May 21
27 Nov 20
27 Oct 20
28 Apr 21
28 Feb 21
28 Jan 21
28 Mar 21
28 Nov 20
28 Oct 20
29 Apr 21
29 Jan 21
29 Mar 21
29 Nov 20
29 Oct 20
30 Apr 21
30 Jan 21
30 Mar 21
30 Nov 20
30 Oct 20
31 Jan 21
31 Mar 21
31 Oct 20
interview_date
V3
13617
Apr 2021
Date_month
Dec 2020
Feb 2021
Jan 2021
Mar 2021
May 2021
Nov 2020
Oct 2020
V4
13617
City of Ekurhuleni
City of Johannesburg
City of Tshwane
District_municipality
Sedibeng
West Rand
V5
13617
City of Ekurhuleni
City of Johannesburg
City of Tshwane
Emfuleni
Lesedi
Merafong
Midvaal
Mogale City
Rand West
municipality_coded
V6
13617
Ekurhuleni_A
Ekurhuleni_B
Ekurhuleni_C
Ekurhuleni_D
Ekurhuleni_E
Ekurhuleni_F
Emfuleni
Johannesburg_A
Johannesburg_B
Johannesburg_C
Johannesburg_D
Johannesburg_E
Johannesburg_F
Johannesburg_G
Lesedi
Merafong City
Midvaal
Mogale City
Planning_region
Rand West
Tshwane_1
Tshwane_2
Tshwane_3
Tshwane_4
Tshwane_5
Tshwane_6
Tshwane_7
V7
13617
EKU_A
EKU_B
EKU_C
EKU_D
EKU_E
EKU_F
GT421
GT422
GT423
GT481
GT484
GT485
JHB_A
JHB_B
JHB_C
JHB_D
JHB_E
JHB_F
JHB_G
Planning_region_code
TSH_1
TSH_2
TSH_3
TSH_4
TSH_5
TSH_6
TSH_7
V8
13617
74201001
74201002
74201003
74201004
74201005
74201006
74201007
74201008
74201009
74201010
74201011
74201012
74201013
74201014
74201015
74201016
74201017
74201018
74201019
74201020
74201021
74201022
74201023
74201024
74201025
74201026
74201027
74201028
74201029
74201030
74201031
74201032
74201033
74201034
74201035
74201036
74201037
74201038
74201039
74201040
74201041
74201042
74201043
74201044
74201045
74202001
74202002
74202003
74202004
74202005
74202006
74202007
74202008
74202009
74202010
74202011
74202012
74202013
74202014
74202015
74203001
74203002
74203003
74203004
74203005
74203006
74203007
74203008
74203009
74203010
74203011
74203012
74203013
74205001
74205002
74205003
74205004
74205005
74205006
74205007
74205008
74205009
74205010
74205011
74205012
74205013
74205014
74205015
74205016
74205017
74205018
74205019
74205020
74205021
74205022
74205023
74205024
74205025
74205026
74205027
74205028
74205029
74205030
74205031
74205032
74205033
74205034
74205035
74801001
74801002
74801003
74801004
74801005
74801006
74801007
74801008
74801009
74801010
74801011
74801012
74801013
74801014
74801015
74801016
74801017
74801018
74801019
74801020
74801021
74801022
74801023
74801024
74801025
74801026
74801027
74801028
74801029
74801030
74801031
74801032
74801033
74801034
74801035
74801036
74801037
74801038
74801039
74804001
74804002
74804003
74804004
74804005
74804006
74804007
74804008
74804009
74804010
74804011
74804012
74804013
74804014
74804015
74804016
74804017
74804018
74804019
74804020
74804021
74804022
74804023
74804024
74804025
74804026
74804027
74804028
79700001
79700002
79700003
79700004
79700005
79700006
79700007
79700008
79700009
79700010
79700011
79700012
79700013
79700014
79700015
79700016
79700017
79700018
79700019
79700020
79700021
79700022
79700023
79700024
79700025
79700026
79700027
79700028
79700029
79700030
79700031
79700032
79700033
79700034
79700035
79700036
79700037
79700038
79700039
79700040
79700041
79700042
79700043
79700044
79700045
79700046
79700047
79700048
79700049
79700050
79700051
79700052
79700053
79700054
79700055
79700056
79700057
79700058
79700059
79700060
79700061
79700062
79700063
79700064
79700065
79700066
79700067
79700068
79700069
79700070
79700071
79700072
79700073
79700074
79700075
79700076
79700077
79700078
79700079
79700080
79700081
79700082
79700083
79700084
79700085
79700086
79700087
79700088
79700089
79700090
79700091
79700092
79700093
79700094
79700095
79700096
79700097
79700098
79700099
79700100
79700101
79700102
79700103
79700104
79700105
79700106
79700107
79700108
79700109
79700110
79700111
79700112
79800001
79800002
79800003
79800004
79800005
79800006
79800007
79800008
79800009
79800010
79800011
79800012
79800013
79800014
79800015
79800016
79800017
79800018
79800019
79800020
79800021
79800022
79800023
79800024
79800025
79800026
79800027
79800028
79800029
79800030
79800031
79800032
79800033
79800034
79800035
79800036
79800037
79800038
79800039
79800040
79800041
79800042
79800043
79800044
79800045
79800046
79800047
79800048
79800049
79800050
79800051
79800052
79800053
79800054
79800055
79800056
79800057
79800058
79800059
79800060
79800061
79800062
79800063
79800064
79800065
79800066
79800067
79800068
79800069
79800070
79800071
79800072
79800073
79800074
79800075
79800076
79800077
79800078
79800079
79800080
79800081
79800082
79800083
79800084
79800085
79800086
79800087
79800088
79800089
79800090
79800091
79800092
79800093
79800094
79800095
79800096
79800097
79800098
79800099
79800100
79800101
79800102
79800103
79800104
79800105
79800106
79800107
79800108
79800109
79800110
79800111
79800112
79800113
79800114
79800115
79800116
79800117
79800118
79800119
79800120
79800121
79800122
79800123
79800124
79800125
79800126
79800127
79800128
79800129
79800130
79800131
79800132
79800133
79800134
79800135
79900001
79900002
79900003
79900004
79900005
79900006
79900007
79900008
79900009
79900010
79900011
79900012
79900013
79900014
79900015
79900016
79900017
79900018
79900019
79900020
79900021
79900022
79900023
79900024
79900025
79900026
79900027
79900028
79900029
79900030
79900031
79900032
79900033
79900034
79900035
79900036
79900037
79900038
79900039
79900040
79900041
79900042
79900043
79900044
79900045
79900046
79900047
79900048
79900049
79900050
79900051
79900052
79900053
79900054
79900055
79900056
79900057
79900058
79900059
79900060
79900061
79900062
79900063
79900064
79900065
79900066
79900067
79900068
79900069
79900070
79900071
79900072
79900073
79900074
79900075
79900076
79900077
79900078
79900079
79900080
79900081
79900082
79900083
79900084
79900085
79900086
79900087
79900088
79900089
79900090
79900091
79900092
79900093
79900094
79900095
79900096
79900097
79900098
79900099
79900100
79900101
79900102
79900103
79900104
79900105
79900106
79900107
ward_code
V9
13617
V10
13617
1
10
11
2
3
4
5
6
7
8
9
adult_count
V11
13617
V12
13617
15-20 minutes
21-30 minutes
31-40 minutes
41-50 minutes
51-60 minutes
61-90 minutes
More than 90 minutes
dur_mins_recode
V13
13617
Afrikaans
English
IsiNdebele
IsiXhosa
IsiZulu
Sepedi
Sesotho
Setswana
SiSwati
Tshivenda
Xitsonga
interview_lang
V14
13617
Black African
Coloured
Indian/Asian
Other
White
a1_pop_group
V15
13617
Female
Male
a2_sex
V16
13617
Caravan or tent
Cluster house in a complex
Flat or apartment in a block of flats
Hostel
House, brick or concrete structure on a separate stand
House, flat or room separate from main dwelling in backyard
Informal dwelling NOT in backyard, e.g. in informal squatter settlement or on a farm
Informal dwelling or shack in backyard
Other (specify)
Room or flat which is part of main dwelling or property
Semi-detached house not in a complex
Townhouse (semi-detached house in a complex)
Traditional dwelling, hut or structure made of traditional materials
Unit in a retirement home or barracks etc.
a3_dwelling_type
V17
13617
Formal
Informal
Other
a3_dwelling_type_recode
V18
13617
Dont Know
No
Yes
q1_1_address
V19
13617
1
10+
2
3
4
5
6
7
8
9
q1_2c_rooms
V20
2910
1
2
3
4
5
6
8
9+
q1_2d_households
V21
13617
Allowed to stay rent free by owner
Dont know
Other
Owned
Renting
Squatting or living rent-free in an informal dwelling youve built, or in a vacant building or on vacant land
q1_3_tenure
V22
8457
Built on land you own using own or family funds
Built using government housing subsidy and own contribution
Free RDP house
Inherited
Other
Owned, but paying off a bond
Owned, fully paid off
Transfer of title deed of existing government house
q1_3a_ownership
V23
3239
Other
Public, municipal or council rental
Rent from housing association
Renting from an individual or letting agency
Sub tenant or sub let
q1_3b_renting
V24
13617
Dam, pool or standing water
Flowing river or stream
Other
Piped, into the dwelling
Piped, into the yard only
Rainwater tank (eg. JoJo tank)
Street taps or standpipes
Water tanker or truck
Well or borehole
q1_4_water
V25
12522
Dont know
No meter
Prepaid meter
Standard meter (get a bill afterwards)
q1_5_water_meter
V26
13484
No
Yes
q1_6_borehole
V27
13523
No
Yes
q1_7_rainwater
V28
13617
Always
Hardly Ever
Never
Sometimes
Usually
q1_8_water_clean
V29
13234
A couple of times a month
A couple of times a year
Every week
Never
Once a month
q1_9_water_interruptions
V30
13617
Bucket toilet
Chemical toilet
Communal toilet
Flush toilet connected to sewage system
Flush toilet with septic tank
Neighbours toilet
No access to toilet
Other
Pit latrine with ventilation pipe
Pit latrine without ventilation pipe
q1_10_toilet_type
V31
13617
Burnt in pit
Other
Placed on communal rubbish dump
Placed on own rubbish dump
Removed from the house at least once a week
Removed from the house less often
Thrown in the street or veldt
q1_11_removal
V32
13617
No
Yes
q1_12_1_prepaid
V33
4602
No
Yes
q1_12_2_postpaid
V34
13617
No
Yes
q1_12_3_solar
V35
13617
No
Yes
q1_12_4_generator
V36
13617
No
Yes
q1_12_5_neighbour
V37
13617
No
Yes
q1_12_6_car
V38
13617
No
Yes
q1_12_7_elsewhere
V39
976
No
Yes
q1_12_8_dont_know
V40
770
No
Yes
q1_12_9_none
V41
13617
Any_electricity
No form of electricity
Some form of electricity
V42
12972
Has a metered connection
Metered_connection
Not a metered connection
V43
12972
Generating some electricity
Generating_electricity
Not generating electricity
V44
1177
For daily use
Loadshedding or power cuts only
q1_12a_elec_generation
V45
829
Dont Know
No
Not applicable
Yes
q1_12b_elec_gen_plans
V46
11466
Dont Know
No
Not applicable
Yes
q1_13_elec_loadshedding
V47
886
Other (specify)
Will start generating electricity for daily use
Will start generating electricity for loadshedding or power cuts
q1_13a_elec_plans_orig
V48
13617
-1
BOTH MENTIONED REASONS
CANT AFFORD GENARATOR
ELETCRICITY IS EXPENSIVE
FOR COST FACTOR
FOR PERMANENT USE
FOR THE GYSER
GAS
GAS STOVE AND PRAMASTOVE
NO BECOUSE HE IS RENTING
No plans
PRAMASTOVE
SHE IS RENTING SHES NOT PLANNING TO STAY HERE FOR EVER
She have no idea since shes renting
THE ELECTRICITY INTERRUPTIONS HAPPEN EVERY SECOND DAY RIGHT THROGH THE YEAR. SO IT WOULD BE USED AS A BACK UP
THERESPONDED SAYS HE'S NOT PLANNING TO HAVE ANY BACKUP GENARATOR BECOUSE HE CANT AFFORD IT.
TOO EXPENSIVE
q1_13a_elec_plans_other
V49
886
Other (specify)
Will start generating electricity for daily use
Will start generating electricity for loadshedding or power cuts
q1_13a_elec_plans
V50
13617
Do not plan to generate some/more electricity
Generate_own_electricity
Plan to generate some/more electricity
V51
13617
Do not plan to start generating most energy
Plan to start generating most energy
Planning_off_grid
Unsure
V52
11990
A couple of times a month
A couple of times a year
Every week
Never
Once a month
q1_14_elec_interruptions
V53
13617
Coal
Electricity
Gas or LPG
Other
Paraffin
Wood
q1_15_cooking
V54
13617
Candles
Electricity
Gas or LPG
Other
Paraffin
Solar/renewable
q1_16_lighting
V55
13617
Dont Know
No
Yes
q1_17_arrears
V56
2393
Cant afford to pay
Dispute around incorrect billing/metering
Dispute over who should pay
Dissatisfied with service received
Dont receive bills
Other (specify)
Others arent paying
Payment systems not working
Should be free
q1_18_arrears_reason
V57
13617
No
Yes
q1_19_1_flood
V58
13617
No
Yes
q1_19_2_tremor
V59
13617
No
Yes
q1_19_3_fire
V60
13617
No
Yes
q1_19_4_heat
V61
13617
No
Yes
q1_19_5_wind
V62
13617
No
Yes
q1_19_6_lightning
V63
13617
No
Yes
q1_19_7_hail
V64
13617
No
Yes
q1_19_8_tornado
V65
13617
No
Yes
q1_19_9_sinkhole
V66
8233
No
Yes
q1_20_damages
V67
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_1_dwelling
V68
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_2_water
V69
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_3_sewarage
V70
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_4_waste
V71
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_5_energy
V72
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_6_service_cost
V73
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_7_billing_satis
V74
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_8_roads
V75
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_9_street_lights
V76
13617
Dissatisfied
Neither satisfied nor dissatisfied
Not applicable
Satisfied
Very dissatisfied
Very satisfied
q2_10_schools
V77
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_11_gov_initiatives
V78
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_12_covid
V79
13617
Country outside South Africa
Eastern Cape
Free State
Gauteng
KwaZulu Natal
Limpopo
Mpumalanga
North West
Northern Cape
Western Cape
q3_1_birth_prov
V80
13617
Born in Gauteng
Born in another country
Born in another province in South Africa
q3_1_birth_prov_recode
V81
1373
Algeria
American Samoa
Angola
Antarctica
Argentina
Australia
Austria
Bangladesh
Belgium
Benin
Bosnia and Herzegovina
Botswana
British Indian Ocean Territory
Burundi
Cameroon
Chad
China
Congo, Democratic Republic of the
Congo, Republic of the
Cote dIvoire
Czech Republic
Denmark
Egypt
Eritrea
Ethiopia
Europa Island
Gabon
Germany
Ghana
Greece
Guatemala
India
Italy
Kenya
Lesotho
Malawi
Mali
Malta
Mauritius
Mexico
Mozambique
Namibia
Netherlands
Nigeria
Pakistan
Poland
Portugal
Russia
Singapore
Somalia
Sri Lanka
Swaziland
Taiwan
Tanzania
Uganda
United Kingdom
United States
Western Sahara
Zambia
Zimbabwe
q3_2_birth_country
V82
6279
Country outside South Africa
Eastern Cape
Free State
KwaZulu Natal
Limpopo
Mpumalanga
North West
Northern Cape
Western Cape
q3_3_prev_residence
V83
6279
1940
1942
1943
1944
1945
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
q3_4_year_gp
V84
6279
2-3 years ago
4-5 years ago
6-10 years ago
In the last year
More than 10 years ago
q3_4_year_gp_recode
V85
13617
1-2 years
3-4 years
5-10 years
I have always lived here
Less than 1 year
More than 10 years
q3_5_length_stay
V86
9725
Another country
Another province
Somewhere else in Gauteng
q3_6_previous_home
V87
6260
City of Ekurhuleni
City of Johannesburg
City of Tshwane
Dont know
Emfuleni
Lesedi
Merafong
Midvaal
Mogale City
Rand West
q3_6a_municipality
V88
13617
V89
9725
Flat or apartment
House or brick or concrete structure
Informal dwelling in backyard
Informal dwelling in informal settlement
Other
Traditional dwelling or dwelling made from traditional materials
q3_8_prev_dwelling_type
V90
9725
Couldnt go anywhere else
Housing options are better than where I was before
I wanted a place with better services (water, electricity, health care options)
It is safer than where I was before
My family moved here when I was a child
Other (specify)
To access schools/education facilities
To be close to work
To join family or people I know (a partner/spouse, family members, friends, people from home town/area)
To look for work
To start a business
q3_9_reason_moved
V91
13617
Another country
Another neighbourhood in Gauteng
Another province
This neighbourhood
q3_10_home
V92
13617
No
Yes
q3_11_remittances
V93
13617
Deterioration
Improvement
No Change
q4_1_change
V94
13617
Alcohol abuse
Corruption
Crime (e.g. robbery, hijacking, murder, etc.)
Disease (e.g. HIV / AIDS, malaria, diabetes, TB)
Drugs
Emergencies or disasters (e.g. fire, flood, drought, natural disaster)
Foreigners
Gangs
High cost of living
Lack of basic services (e.g. housing, water, electricity, roads)
Lack of maintenance (e.g. potholes, street lights, leaking pipes)
Lack of security
No problem
Other (specify)
Pollution (e.g. air, water, noise, litter, vandalism)
Poverty (e.g. hunger, homelessness, begging)
Protests, unrest, strikes
Unemployment
Violence against women and children / domestic violence / rape
q4_2_biggest_problem
V95
13617
Dont know
Most people can be trusted
You need to be very careful
q4_3_community_trust
V96
13617
Better off
Same
Worse off
q4_4_status
V97
13617
Church
Family and Friends
Health care facilities
I dont make any trips
Other purpose (please specify)
Shopping
Taking children to school
To go to a place of leisure or entertainment
To go to the place where I study (school, college, university)
To go to work
To look for work (respondent is unemployed and travels looking for work)
q5_1_frequent_trip
V98
264
No
Yes
q5_2_non_movement
V99
13617
Missing due to skip
Other purpose (please specify)
Shopping
Taking children to school
To go to a place of leisure or entertainment
To go to work
To look for work (respondent is unemployed and travels looking for work)
q5_3_trip
V100
13617
Church
Family and Friends
Health care facilities
I dont make any trips
Other purpose (please specify)
Shopping
Taking children to school
To go to a place of leisure or entertainment
To go to the place where I study (school, college, university)
To go to work
To look for work (respondent is unemployed and travels looking for work)
q5_1_3_frequent_trip_cons
V101
13305
City of Ekurhuleni
City of Johannesburg
City of Tshwane
Emfuleni
Lesedi
Merafong
Midvaal
Mogale City
Other
Rand West
q5_4_1_trip_destination
V102
13617
V103
13617
-1
-3
0:00
0:08
0:15
10:00
10:01
10:02
10:03
10:04
10:05
10:06
10:07
10:08
10:09
10:10
10:11
10:12
10:13
10:14
10:15
10:16
10:17
10:18
10:19
10:20
10:21
10:22
10:23
10:24
10:25
10:26
10:27
10:28
10:29
10:30
10:31
10:32
10:33
10:35
10:36
10:37
10:38
10:39
10:40
10:41
10:42
10:43
10:45
10:46
10:47
10:48
10:49
10:50
10:51
10:53
10:54
10:55
10:57
10:58
10:59
11:00
11:01
11:02
11:03
11:04
11:05
11:06
11:07
11:08
11:09
11:10
11:11
11:12
11:13
11:15
11:16
11:17
11:19
11:20
11:21
11:22
11:23
11:25
11:30
11:31
11:32
11:33
11:34
11:35
11:36
11:37
11:38
11:40
11:42
11:43
11:44
11:45
11:46
11:47
11:50
11:52
11:53
11:54
11:55
12:00
12:01
12:02
12:03
12:04
12:05
12:06
12:08
12:09
12:10
12:11
12:13
12:15
12:16
12:18
12:19
12:20
12:24
12:25
12:30
12:31
12:32
12:33
12:35
12:37
12:38
12:40
12:41
12:43
12:44
12:45
12:47
12:50
12:51
12:52
12:54
12:55
12:56
12:57
12:58
12:59
13:00
13:01
13:04
13:05
13:06
13:07
13:09
13:10
13:11
13:12
13:13
13:14
13:15
13:16
13:17
13:18
13:19
13:20
13:22
13:23
13:25
13:27
13:30
13:31
13:33
13:34
13:36
13:37
13:39
13:40
13:43
13:45
13:48
13:50
13:52
13:54
13:55
13:56
13:58
14:00
14:01
14:02
14:05
14:06
14:07
14:10
14:12
14:13
14:14
14:15
14:16
14:17
14:18
14:19
14:20
14:23
14:24
14:25
14:29
14:30
14:32
14:33
14:35
14:37
14:40
14:45
14:48
14:50
14:51
14:54
14:55
14:56
15:00
15:01
15:03
15:05
15:08
15:10
15:15
15:16
15:18
15:20
15:24
15:25
15:29
15:30
15:31
15:40
15:43
15:45
15:50
15:52
15:53
15:59
16:00
16:02
16:07
16:08
16:10
16:14
16:15
16:20
16:21
16:22
16:23
16:25
16:27
16:30
16:45
16:47
16:50
16:55
16:59
17:00
17:01
17:05
17:08
17:10
17:15
17:20
17:24
17:30
17:33
17:34
17:35
17:40
17:45
18:00
18:05
18:15
18:20
18:30
18:36
19:00
19:03
19:15
19:30
19:35
19:50
19:58
1:00
1:30
20:00
20:15
20:20
20:25
20:30
20:45
20:52
21:00
21:30
21:40
22:00
22:05
22:20
23:00
2:00
2:10
2:30
3:00
3:04
3:10
3:15
3:20
3:30
3:37
3:40
3:45
3:53
4:00
4:01
4:02
4:03
4:04
4:10
4:14
4:15
4:16
4:18
4:20
4:25
4:30
4:31
4:32
4:38
4:39
4:40
4:45
4:50
4:55
5:00
5:01
5:02
5:03
5:04
5:05
5:07
5:08
5:09
5:10
5:11
5:12
5:15
5:16
5:17
5:18
5:20
5:21
5:25
5:26
5:28
5:30
5:31
5:35
5:36
5:37
5:38
5:40
5:41
5:44
5:45
5:46
5:50
5:52
5:54
5:55
5:59
6:00
6:01
6:02
6:03
6:04
6:05
6:06
6:07
6:08
6:09
6:10
6:11
6:12
6:13
6:14
6:15
6:16
6:17
6:18
6:19
6:20
6:21
6:22
6:23
6:24
6:25
6:26
6:27
6:28
6:30
6:31
6:32
6:33
6:35
6:36
6:38
6:39
6:40
6:42
6:43
6:44
6:45
6:46
6:47
6:48
6:49
6:50
6:51
6:52
6:54
6:55
6:58
6:59
7:00
7:01
7:02
7:03
7:04
7:05
7:06
7:07
7:08
7:09
7:10
7:11
7:12
7:13
7:14
7:15
7:16
7:17
7:18
7:19
7:20
7:22
7:24
7:25
7:26
7:27
7:28
7:29
7:30
7:31
7:32
7:33
7:34
7:35
7:36
7:37
7:38
7:39
7:40
7:42
7:43
7:44
7:45
7:49
7:50
7:52
7:53
7:54
7:55
7:57
7:58
7:59
8:00
8:01
8:02
8:03
8:04
8:05
8:06
8:07
8:08
8:09
8:10
8:11
8:12
8:13
8:14
8:15
8:16
8:17
8:18
8:19
8:20
8:21
8:22
8:23
8:24
8:25
8:26
8:27
8:28
8:29
8:30
8:31
8:32
8:33
8:34
8:35
8:36
8:37
8:38
8:40
8:42
8:43
8:44
8:45
8:46
8:47
8:49
8:50
8:51
8:52
8:53
8:55
8:56
8:57
8:58
9:00
9:01
9:02
9:03
9:04
9:05
9:06
9:07
9:08
9:09
9:10
9:11
9:12
9:13
9:14
9:15
9:16
9:17
9:18
9:19
9:20
9:21
9:22
9:23
9:25
9:26
9:27
9:28
9:29
9:30
9:31
9:32
9:33
9:34
9:35
9:36
9:37
9:38
9:39
9:40
9:41
9:43
9:44
9:45
9:46
9:47
9:48
9:50
9:51
9:52
9:53
9:55
9:57
9:58
q5_5_depart_time
V104
13305
00:00-00:59
01:00-01:59
02:00-02:59
03:00-03:59
04:00-04:59
05:00-05:59
06:00-06:59
07:00-07:59
08:00-08:59
09:00-09:59
10:00-10:59
11:00-11:59
12:00-12:59
13:00-13:59
14:00-14:59
15:00-15:59
16:00-16:59
17:00-17:59
18:00-18:59
19:00-19:59
20:00-20:59
21:00-21:59
22:00-22:59
23:00-23:59
q5_5_depart_time_recode
V105
13305
1
10
100
105
108
11
110
115
12
120
125
13
135
14
140
145
15
150
16
160
165
17
18
180
19
2
20
200
21
22
23
240
25
26
260
27
270
28
280
3
30
300
31
320
34
35
36
360
37
38
4
40
45
46
49
5
50
52
53
54
55
56
58
6
60
600
607
65
68
7
70
72
75
8
80
85
9
90
95
96
q5_6_time_destination
V106
13305
0-15 minutes
16-30 minutes
31-45 minutes
46-60 minutes
61-75 minutes
75-90 minutes
More than 90 minutes
q5_6_time_destination_recode
V107
13305
Bicycle
Car as driver
Car as passenger
Gautrain
Minibus Taxi
Motorbike
Other bus (e.g. Metrobus, Putco, City of Tshwane, Gautrain bus)
Other taxi (e.g. metered taxi, Uber, Taxify)
Other type transport
ReaVaya or A re yeng or Harambee
Train
Walk
q5_7_mode_transport
V108
5854
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q5_8_pub_transport_waiting
V109
5854
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q5_9_pub_transport_safety
V110
13305
Dont know
R0
R1 - R50
R1 001 - R2 000
R101 - R250
R2 001 or more
R251 - R500
R501 - R1 000
R51 - R100
q5_10_transport_exp
V111
13305
1
10
105
11
12
120
13
15
16
17
18
180
19
2
20
24
240
25
27
28
3
30
32
35
38
4
40
45
46
5
50
6
60
7
70
75
8
9
90
q5_11_pub_transport_prox
V112
13305
0-10 minutes
11-20 minutes
21-30 minutes
31-40 minutes
More than 40 minutes
q5_11_pub_transport_prox_recode
V113
13305
A couple of times a month
A couple of times a year
Every week
Most days
Never
Once a month
q5_12_ehail
V114
13584
No
Yes
q5_13_road_accident
V115
13617
V116
13305
No
Yes
q5_14_1_work
V117
13305
No
Yes
q5_14_2_relig
V118
13305
No
Yes
q5_14_3_school
V119
13305
No
Yes
q5_14_4_clinic
V120
13305
No
Yes
q5_14_5_creche
V121
13305
No
Yes
q5_14_6_spaza
V122
13305
No
Yes
q5_14_7_mall
V123
13305
No
Yes
q5_14_8_restaurant
V124
13305
No
Yes
q5_14_9_friends
V125
13305
No
Yes
q5_14_10_bank
V126
13305
No
Yes
q5_14_11_internet
V127
13305
No
Yes
q5_14_12_bar
V128
13305
No
Yes
q5_14_13_park
V129
13305
No
Yes
q5_14_14_library
V130
13305
No
Yes
q5_14_15_sport
V131
13305
No
Yes
q5_14_16_nowhere
V132
13305
No
Yes
q5_14_17_other
V133
13617
No
Yes
q6_1_internet
V134
13617
No
Yes
q6_2_debt
V135
4952
No
Yes
q6_2a_missed
V136
13617
No
Yes
q6_3_1_landline
V137
13617
No
Yes
q6_3_2_cell
V138
13617
No
Yes
q6_3_3_tv
V139
13617
No
Yes
q6_3_4_computer
V140
13617
No
Yes
q6_3_5_radio
V141
13617
No
Yes
q6_3_6_dstv
V142
13617
No
Yes
q6_3_7_internet
V143
13617
No
Yes
q6_3_8_car
V144
13617
No
Yes
q6_3_9_bicycle
V145
13617
No
Yes
q6_3_10_fridge
V146
13617
No
Yes
q6_4_skip_meal
V147
13617
No
There are no children in this household
Yes
q6_5_feed_children
V148
8672
No
Yes
q6_5a_feeding
V149
13617
1
1 2
1 3
1 4
1 5
1 6
1 7
1 8
1 9
2
2 1
2 3
2 4
2 5
2 6
2 7
2 8
2 9
3
3 1
3 2
3 4
3 5
3 6
3 7
3 8
3 9
4
4 1
4 2
4 3
4 5
4 6
4 7
4 8
4 9
5
5 1
5 2
5 3
5 4
5 6
5 7
5 8
5 9
6
6 1
6 2
6 3
6 4
6 5
6 7
6 8
6 9
7
7 1
7 2
7 3
7 4
7 5
7 6
7 8
7 9
8
8 1
8 2
8 3
8 4
8 5
8 6
8 7
8 9
9
9 1
9 2
9 3
9 4
9 5
9 6
9 7
9 8
q6_6_food
V150
13617
No
Yes
q6_6_1_beans
V151
13617
No
Yes
q6_6_2_polony
V152
13617
No
Yes
q6_6_3_iqfchick
V153
13617
No
Yes
q6_6_4_eggs
V154
13617
No
Yes
q6_6_5_tinfish
V155
13617
No
Yes
q6_6_6_meat
V156
13617
No
Yes
q6_6_7_offal
V157
13617
No
Yes
q6_6_8_dairy
V158
13617
No
Yes
q6_6_9_nuts
V159
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q6_7_food_satis
V160
13617
Dont know
R0 - R500
R1 001 - R2 000
R2 001 - R4 000
R4 001 +
R501 - R1 000
q6_8_food_exp
V161
13617
No
Yes
q7_1_registered
V162
10211
No
Yes
q7_2_voted
V163
1342
Did not know who to vote for
Did not think his/her vote will make any difference
Do not care
Do not like politics, broken promises, waste of time
No ID
Not allowed to vote (turned away, not a citizen, etc)
Other (specify)
Out of Province or Country
Respondent sick or family member sick
Respondent was working
Was not registered in my current voting district
q7_3_rx_novote
V164
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q7_4_ng
V165
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q7_5_pg
V166
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q7_6_lg
V167
13617
Dissatisfied
Don’t know who my councillor is
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q7_7_councillor
V168
13617
Local Government (Municipality)
National Government
None of them
Provincial Government
q7_8_level_gov
V169
13617
Dont Know
No
Yes
q7_9_batho_pele
V170
13617
All of the above
Economic growth
Education
Electricity
Health
Housing
Job creation
Keeping government free from corruption
Nation building
Other (specify)
Other basic services
Safety and security
Social grants
Water
q7_10_gov_weakness
V171
13617
Distrust
Dont know
Neither trust nor distrust
Strongly distrust
Strongly trust
Trust
q7_11_gov_trust
V172
13617
At a ward meeting
Dont care, do not want to hear from municipality
Email
In person from ward councillors
Mobile phone application
Multi purpose community centers or municipal office
Municipal call center
Newspaper or magazine
Pamphlets or leaflets
Radio or TV
SMS or WhatsApp
Social media (Twitter, Facebook, etc)
Through word of mouth from friends and neighbours
Website
q7_12_munic_comm
V173
13617
No
Yes
q7_13_bribe
V174
1750
No
Yes
q7_14_recent_bribe
V175
1103
No
Yes
q7_15_1_housing
V176
1103
No
Yes
q7_15_2_basic
V177
1103
No
Yes
q7_15_3_billing
V178
1103
No
Yes
q7_15_4_school
V179
1103
No
Yes
q7_15_5_health
V180
1103
No
Yes
q7_15_6_emerg
V181
1103
No
Yes
q7_15_7_homeaff
V182
1103
No
Yes
q7_15_8_traffic
V183
1103
No
Yes
q7_15_9_license
V184
1103
No
Yes
q7_15_10_saps
V185
1103
No
Yes
q7_15_11_courts
V186
1103
No
Yes
q7_15_12_tender
V187
1103
No
Yes
q7_15_14_work
V188
1103
No
Yes
q7_15_13_other
V189
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_1_environ_harm
V190
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_2_violence_foreigners
V191
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_3_influence
V192
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_4_country
V193
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_5_election
V194
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_6_gov_work_well
V195
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_7_decision_making
V196
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_7a_spread
V197
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_8_bw_trust
V198
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_9_water_crisis
V199
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_10_violence_lgbt
V200
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_11_alienation
V201
13617
First Person
Second Person
Third Person
q8_12_foreigners
V202
13617
Corrupt or incompetent government/politicians
Drugs
Lack of jobs
Laziness
Other (specify)
Poor education
South Africas history
q8_13_poverty
V203
13604
Coming from a wealthy family
Having a good education
Individual willpower and hard work
Knowing the right people
Living in an area with opportunities
Race
q8_14_life_opp
V204
13617
Always
Do not know
Not at all
Often
Sometimes
q8_15_racial_discrim
V205
13617
Dont know
Easier
Harder
No change
q8_15a_job_search
V206
13617
Always acceptable
Not acceptable
Sometimes acceptable
Usually acceptable
q8_16_nepotism
V207
13617
Always acceptable
Not acceptable
Sometimes acceptable
Usually acceptable
q8_17_speed_gov_service
V208
13617
Always acceptable
Not acceptable
Sometimes acceptable
Usually acceptable
q8_18_small_offence
V209
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_19_school_choice
V210
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_20_free_univ
V211
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_21_rich_poor
V212
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_22_rural_areas
V213
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_23_belong
V214
12406
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_24_gcr
V215
13617
V216
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_1_money
V217
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_2_time
V218
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_3_family_time
V219
13617
Dissatisfied
Neither satisfied nor dissatisfied
Not applicable
Satisfied
Very dissatisfied
Very satisfied
q9_4_marriage
V220
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_5_friends
V221
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_6_living
V222
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_7_leisure
V223
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_8_neighbourhood
V224
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_9_life
V225
13617
No
Yes
q10_1_business
V226
13617
No
Yes
q10_2_working
V227
8029
No
Yes
q10_3_new_job
V228
7823
No
Yes
q10_4_unemployed
V229
3567
Disabled
Do not need to work
Do not want to work
Housewife or homemaker
I have given up looking for a job
Looking after family members for no pay
Retired person or pensioner
School pupil or full time student
q10_5_not_looking
V230
5795
No
Yes
q10_6_self_emp
V231
5792
Formal
Informal
q10_7_sector
V232
5795
Full time
Part time
q10_8_hours
V233
5795
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q10_9_satis
V234
13617
V235
13617
-1
1
2
3
4
5
6
7
8
9
Other
Refusal
q10_10_occupation_maj
V236
13617
-1
11
12
13
14
21
22
23
24
25
26
31
32
33
34
35
41
42
43
44
51
52
53
54
61
62
63
71
72
73
74
75
81
82
83
91
92
93
94
95
96
99
Other
Refusal
q10_10_occupation_submaj
V237
13617
Got worse
Improved
Stayed the same
q11_1_crime
V238
13617
No
Yes
q11_2_crime_victim
V239
13617
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q11_3_daytime_safety
V240
13617
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q11_4_night_safety
V241
13617
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q11_5_home_safety
V242
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q11_6_gov_security
V243
13617
No
Yes
q12_1_1_church
V244
13617
No
Yes
q12_1_2_social
V245
13617
No
Yes
q12_1_3_stokvel
V246
13617
No
Yes
q12_1_4_community
V247
13617
No
Yes
q12_1_5_political
V248
13617
No
Yes
q12_1_6_other
V249
13617
No participation
Social_participation
Some participation
V250
13617
No
Yes
q12_2_1_ward
V251
13617
No
Yes
q12_2_2_street
V252
13617
No
Yes
q12_2_3_cdf
V253
13617
No
Yes
q12_2_4_idp
V254
13617
No
Yes
q12_2_5_mayor
V255
13617
No
Yes
q12_2_6_sgb
V256
13617
No
Yes
q12_2_7_cpf
V257
13617
No participation
Political_participation
Some participation
V258
13617
Dont Know
No
Yes
q12_3_protest
V259
3859
Corruption
Crime or security issues
Dissatisfaction with national government or national leaders
Do not Know
Electricty
Favouritism
Foreigners in my community
Housing (including access to RDP, upgrading of informal settlements)
Jobs given to outsiders
Lack of jobs/economic opportunities
Municipal or provincial demarcation
Other (specify)
Other basic services
Poor performance of councillor
Transport issues
University/College access (fees, housing, etc.)
Violence against women and children. Domestic violence. Human Trafficing
q12_4_rx_protest
V260
13617
No
Yes
q12_5_partic_protest
V261
13617
Not applicable, dont usually need health care
Private health care facilities
Public health care facilities
Spiritual healer (e.g. faith-related)
Traditional healer (Sangoma)
Use public and private facilities
q13_1_healthcare
V262
3685
Cost
I have been before and they could not help me
No public health care facilities close by
Other
Quality of care
The clinic often does not have the medicine I need
The queues are usually too long
The staff are too unfriendly or unhelpful
q13_2_nonuse_public
V263
13062
No
Yes
q13_3_health_proxim
V264
13062
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q13_4_health_satis
V265
13617
Dont Know
No
Yes
q13_5_medical_aid
V266
13617
Excellent
Good
Poor
Very Poor
q13_6_health_status
V267
13617
Always
Hardly ever
Never
Some of the time
q13_7_health_work
V268
13617
Always
Hardly ever
Never
Some of the time
q13_8_health_soc
V269
13617
A few days
More than half the days
Nearly every day
Not at all
q13_9_pleasure
V270
13617
A few days
More than half the days
Nearly every day
Not at all
q13_10_depressed
V271
13617
1
2
3
4
5
6
PHQ2_score
V272
13617
High risk of depression
Not at high risk of depression
PHQ2_score_high
V273
13617
No
Yes
q13_11_1_cancer
V274
13617
No
Yes
q13_11_2_diabetes
V275
13617
No
Yes
q13_11_3_asthma
V276
13617
No
Yes
q13_11_4_pneumonia
V277
13617
No
Yes
q13_11_5_heart
V278
13617
No
Yes
q13_11_6_hypertension
V279
13617
No
Yes
q13_11_7_hiv
V280
13617
No
Yes
q13_11_8_tb
V281
13617
No
Yes
q13_11_9_covid
V282
13617
No
Yes
q13_12_1_avoid
V283
13617
No
Yes
q13_12_2_transport
V284
13617
No
Yes
q13_12_3_groceries
V285
8672
No
Yes
q13_12_4_school
V286
13617
No
Yes
q13_12_5_sanitiser
V287
13617
No
Not applicable
Yes
q13_13_1_job
V288
13617
No
Not applicable
Yes
q13_13_2_reduced
V289
13617
No
Yes
q13_13_3_refuse
V290
13617
No
Not applicable
Yes
q13_13_4_business
V291
13617
No
Not applicable
Yes
q13_13_5_care
V292
13617
No
Yes
q13_13_6_healthcare
V293
13617
No
Yes
q13_13_7_eviction
V294
13617
No
Yes
q13_14_srd_app
V295
4291
No
Yes
q13_15_srd_rec
V296
13617
No
Yes
q13_16_food_parcel
V297
13617
A certificate from a college, technikon or university
A diploma from a college, technikon or university
Grade 0 or Grade R
Grade 1 or Sub A
Grade 10, Std 8, Form III, National Trade Certificate 1
Grade 11, Std 9 or Form IV
Grade 12, Std 10, Matric
Grade 2 or Sub B
Grade 3, Std 1
Grade 4, Std 2
Grade 5, Std 3 or ABET 1
Grade 6, Std 4 or ABET 2
Grade 7, Std 5
Grade 8, Std 6, Form I or ABET 3
Grade 9, Std 7, Form II, NQF 1 or ABET 4
No Education
Post graduate degree - e.g. Hons, MA, PhD
Technikon or university degree
Unspecified
q14_1_education
V298
13617
Matric
More
No education
Primary only
Secondary incomplete
Unspecified
q14_1_education_recode
V299
13617
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
q14_2_age_topcode
V300
13617
18-19
20-24
25-29
30-34
35-39
40-44
45-49
50-54
55-59
60-64
65+
q14_2_age_recode
V301
13617
No
Yes
q14_3_1_sight
V302
13617
No
Yes
q14_3_2_hearing
V303
13617
No
Yes
q14_3_3_speech
V304
13617
No
Yes
q14_3_4_physical
V305
13617
No
Yes
q14_3_5_intellectual
V306
13617
No
Yes
q14_3_6_none
V307
13617
Casual partner
Divorced
In a relationship but not married
Married/common law marriage
Other
Single
Widowed
q14_4_rel_status
V308
13617
1
10
11
12
13
14
15
16
17
18
19
2
20
22
24
3
4
5
6
7
8
9
q14_5_people
V309
13617
1
2
3
4
5
6
7+
q14_5_people_recode
V310
13617
1
10
11
12
14
16
2
3
4
5
6
7
8
9
q14_6_under18
V311
13617
1
2
3
4+
q14_6_under18_recode
V312
13617
1
10
2
3
4
5
6
q14_7_60plus
V313
13617
1
2
3
4+
q14_7_60plus_recode
V314
13617
Father of respondent
Grandfather of respondent
Grandmother of respondent
Mother of respondent
Other female
Other male
Respondent
Spouse or partner of respondent
Spouses, partners or parents together
q14_8_head
V315
13617
Afrikaans
English
IsiNdebele
IsiXhosa
IsiZulu
Other
Sepedi
Sesotho
Setswana
SiSwati
Sign language
Tshivenda
Xitsonga
q14_9_language
V316
13617
No
Yes
q14_10_social_grant
V317
13617
No
Yes
q14_11_indigency
V318
13617
No
Yes
sc_consent
V319
11767
Dont know
More
No Income
Prefer not to answer
R1 - R400
R1 601 - R3 200
R102 401 - R153 600
R12 801 - R19 200
R153 601 - R204 800
R19 201 - R25 600
R204 801 - R500 000
R25 601 - R38 400
R3 201 - R6 400
R38 401 - R51 200
R401 - R800
R51 201 - R76 800
R6 401 - R12 800
R76 801 - R102 400
R801 - R1 600
q15_3_income
V320
9701
R1 - R800
R12 801 - R25 600
R25 601 - R51 200
R3 201 - R12 800
R51 201 and more
R801 - R3 200
q15_3_income_recode
V321
13617
1.396980650648522
1.435254093132043
1.686157771635127
1.701041888156496
1.758452051881777
10
2.022113544546034
2.832234743780565
3.083138422283649
3.098022538805018
3.12141186476717
3.136295981288539
3.1554327025303
3.193706145013821
3.387199659791622
3.419094195194557
3.444609823516905
3.457367637678077
3.459493940038273
3.708271316181161
3.72315543270253
3.780565596427812
4.518392515415692
4.533276631937062
4.590686795662342
4.784180310440144
4.841590474165427
4.8543482883266
4.856474590686795
4.879863916648947
4.894748033170316
5.105251966829682
5.120136083351052
5.143525409313204
5.145651711673399
5.158409525834574
5.177546247076334
5.215819689559854
5.409313204337657
5.466723368062938
5.481607484584307
6.219434403572189
6.276844567297469
6.291728683818839
6.540506059961727
6.542632362321922
6.555390176483096
6.580905804805443
6.612800340208377
6.806293854986178
6.844567297469701
6.86370401871146
6.87858813523283
6.901977461194981
6.916861577716351
7.167765256219434
7.977886455453966
8.241547948118223
8.298958111843504
8.313842228364873
8.564745906867957
8.603019349351477
F1servic
V322
13617
.3843251088534108
.6168359941944848
.7686502177068216
1.001161103047895
1.152975326560232
1.385486211901306
1.425253991291727
1.537300435413643
1.587808417997097
1.61799709724238
1.769811320754717
1.809579100145138
1.921625544267054
1.972133526850508
10
2.002322206095791
2.042089985486212
2.154136429608128
2.193904208998549
2.204644412191582
2.356458635703919
2.386647314949202
2.426415094339622
2.538461538461538
2.57822931785196
2.588969521044993
2.597968069666182
2.619158200290276
2.74078374455733
2.770972423802613
2.810740203193033
2.96255442670537
2.973294629898403
3.003483309143686
3.013062409288824
3.12510885341074
3.155297532656023
3.195065312046444
3.205805515239478
3.214804063860667
3.23599419448476
3.346879535558781
3.357619738751814
3.387808417997097
3.427576197387518
3.509433962264151
3.579390420899855
3.590130624092889
3.599129172714078
3.620319303338171
3.62989840348331
3.660087082728591
3.741944847605224
3.750943396226415
3.772133526850508
3.781712626995645
3.811901306240929
3.963715529753265
3.974455732946299
3.983454281567489
4.004644412191581
4.01422351233672
4.044412191582002
4.126269956458636
4.135268505079826
4.166037735849057
4.19622641509434
4.215965166908563
4.358780841799709
4.367779390420899
4.388969521044992
4.398548621190129
4.407547169811321
4.428737300435413
4.519593613933236
4.550362844702468
4.580551523947749
4.591291727140783
4.600290275761974
4.74310595065312
4.75210449927431
4.782873730043541
4.791872278664732
4.813062409288825
4.934687953555878
4.975616835994193
4.984615384615385
5.024383164005806
5.045573294629897
5.136429608127721
5.167198838896952
5.176197387518142
5.197387518142235
5.208127721335268
5.256894049346879
5.338751814223512
5.359941944847605
5.368940493468796
5.399709724238027
5.408708272859217
5.429898403483309
5.551523947750362
5.560522496371552
5.571262699564587
5.592452830188679
5.601451378809869
5.6322206095791
5.64121915820029
5.723076923076923
5.753265602322205
5.784034833091436
5.793033381712625
5.81422351233672
5.944847605224964
5.955587808417996
5.976777939042091
5.98577648766328
6.025544267053701
6.107402031930333
6.168359941944847
6.177358490566037
6.339912917271407
6.370101596516689
6.400870827285921
6.409869375907111
6.561683599419448
6.57242380261248
6.602612481857764
6.633381712626996
6.724238026124818
6.764005805515239
6.785195936139332
6.794194484760522
6.956748911465891
6.986937590711175
7.017706821480407
7.026705370101596
7.14833091436865
7.178519593613932
7.189259796806967
7.229027576197388
7.341074020319303
7.380841799709724
7.402031930333817
7.411030478955007
7.421770682148042
7.532656023222061
7.573584905660376
7.613352685050798
7.643541364296081
7.765166908563135
7.795355587808417
7.806095791001451
7.957910014513788
7.997677793904209
8.027866473149491
8.149492017416545
8.190420899854862
8.230188679245284
8.382002902757618
8.412191582002903
8.574746008708273
8.614513788098694
8.76632801161103
8.847024673439769
8.998838896952103
9.231349782293178
9.383164005805515
9.61567489114659
F2soclas
V323
13617
.4958920187793428
.6220657276995306
.6616784037558685
.9917840375586856
1.117957746478873
1.157570422535211
1.244131455399061
1.258802816901408
1.283744131455399
1.323356807511737
1.487676056338028
1.613849765258216
1.622652582159624
1.653462441314554
1.740023474178404
1.754694835680751
1.779636150234742
1.81924882629108
1.866197183098592
1.880868544600939
1.905809859154929
1.920481220657277
1.945422535211268
1.983568075117371
1.985035211267606
10
2.109741784037559
2.118544600938967
2.149354460093897
2.235915492957746
2.244718309859155
2.250586854460094
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F3govsat
V324
13617
V325
13617
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F5health
V326
13617
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7.911413969335603
7.928449744463372
7.942078364565587
7.955706984667803
7.965928449744462
8.051107325383304
8.088586030664393
8.105621805792163
8.143100511073254
8.180579216354344
8.347529812606474
8.402044293015331
8.429301533219762
8.439522998296422
8.524701873935266
8.562180579216355
8.579216354344124
8.616695059625213
8.821124361158432
8.875638841567291
8.998296422487222
9.052810902896081
9.090289608177171
9.349233390119251
9.471890971039182
9.52640545144804
F6safety
V327
13617
10
2.049976862563628
2.124016658954188
2.535863026376678
3.290143452105506
4.173993521517816
4.585839888940305
4.659879685330865
5.340120314669134
5.414160111059694
5.826006478482184
6.709856547894494
7.464136973623322
7.875983341045812
7.950023137436371
F7partic
V328
13617
V329
13617
V330
13617
V1
13617
V2
13617
01 Apr 21
01 Dec 20
01 Feb 21
01 Mar 21
01 May 21
01 Nov 20
02 Apr 21
02 Dec 20
02 Feb 21
02 Mar 21
02 May 21
02 Nov 20
03 Apr 21
03 Dec 20
03 Feb 21
03 Mar 21
03 May 21
03 Nov 20
04 Apr 21
04 Dec 20
04 Feb 21
04 Mar 21
04 May 21
04 Nov 20
05 Apr 21
05 Dec 20
05 Feb 21
05 Mar 21
05 May 21
05 Nov 20
06 Apr 21
06 Dec 20
06 Feb 21
06 Mar 21
06 May 21
06 Nov 20
06 Oct 20
07 Apr 21
07 Dec 20
07 Feb 21
07 Mar 21
07 May 21
07 Nov 20
07 Oct 20
08 Apr 21
08 Dec 20
08 Feb 21
08 Mar 21
08 May 21
08 Nov 20
08 Oct 20
09 Apr 21
09 Dec 20
09 Feb 21
09 Mar 21
09 May 21
09 Nov 20
09 Oct 20
10 Apr 21
10 Dec 20
10 Feb 21
10 Mar 21
10 May 21
10 Nov 20
10 Oct 20
11 Apr 21
11 Dec 20
11 Feb 21
11 Mar 21
11 May 21
11 Nov 20
11 Oct 20
12 Apr 21
12 Dec 20
12 Feb 21
12 Jan 21
12 Mar 21
12 May 21
12 Nov 20
12 Oct 20
13 Apr 21
13 Dec 20
13 Feb 21
13 Jan 21
13 Mar 21
13 May 21
13 Nov 20
13 Oct 20
14 Apr 21
14 Dec 20
14 Feb 21
14 Jan 21
14 Mar 21
14 May 21
14 Nov 20
14 Oct 20
15 Apr 21
15 Dec 20
15 Feb 21
15 Jan 21
15 Mar 21
15 May 21
15 Nov 20
16 Apr 21
16 Dec 20
16 Feb 21
16 Jan 21
16 Mar 21
16 May 21
16 Nov 20
17 Apr 21
17 Dec 20
17 Feb 21
17 Jan 21
17 Mar 21
17 May 21
17 Nov 20
18 Apr 21
18 Dec 20
18 Feb 21
18 Jan 21
18 Mar 21
18 May 21
18 Nov 20
19 Apr 21
19 Dec 20
19 Feb 21
19 Jan 21
19 Mar 21
19 May 21
19 Nov 20
19 Oct 20
20 Apr 21
20 Dec 20
20 Feb 21
20 Jan 21
20 Mar 21
20 May 21
20 Nov 20
20 Oct 20
21 Apr 21
21 Dec 20
21 Feb 21
21 Jan 21
21 Mar 21
21 May 21
21 Nov 20
21 Oct 20
22 Apr 21
22 Feb 21
22 Jan 21
22 Mar 21
22 May 21
22 Nov 20
22 Oct 20
23 Apr 21
23 Feb 21
23 Jan 21
23 Mar 21
23 May 21
23 Nov 20
23 Oct 20
24 Apr 21
24 Feb 21
24 Jan 21
24 Mar 21
24 May 21
24 Nov 20
24 Oct 20
25 Apr 21
25 Feb 21
25 Jan 21
25 Mar 21
25 May 21
25 Nov 20
25 Oct 20
26 Apr 21
26 Feb 21
26 Jan 21
26 Mar 21
26 May 21
26 Nov 20
26 Oct 20
27 Apr 21
27 Feb 21
27 Jan 21
27 Mar 21
27 May 21
27 Nov 20
27 Oct 20
28 Apr 21
28 Feb 21
28 Jan 21
28 Mar 21
28 Nov 20
28 Oct 20
29 Apr 21
29 Jan 21
29 Mar 21
29 Nov 20
29 Oct 20
30 Apr 21
30 Jan 21
30 Mar 21
30 Nov 20
30 Oct 20
31 Jan 21
31 Mar 21
31 Oct 20
interview_date
V3
13617
Apr 2021
Date_month
Dec 2020
Feb 2021
Jan 2021
Mar 2021
May 2021
Nov 2020
Oct 2020
V4
13617
City of Ekurhuleni
City of Johannesburg
City of Tshwane
District_municipality
Sedibeng
West Rand
V5
13617
City of Ekurhuleni
City of Johannesburg
City of Tshwane
Emfuleni
Lesedi
Merafong
Midvaal
Mogale City
Rand West
municipality_coded
V6
13617
Ekurhuleni_A
Ekurhuleni_B
Ekurhuleni_C
Ekurhuleni_D
Ekurhuleni_E
Ekurhuleni_F
Emfuleni
Johannesburg_A
Johannesburg_B
Johannesburg_C
Johannesburg_D
Johannesburg_E
Johannesburg_F
Johannesburg_G
Lesedi
Merafong City
Midvaal
Mogale City
Planning_region
Rand West
Tshwane_1
Tshwane_2
Tshwane_3
Tshwane_4
Tshwane_5
Tshwane_6
Tshwane_7
V7
13617
EKU_A
EKU_B
EKU_C
EKU_D
EKU_E
EKU_F
GT421
GT422
GT423
GT481
GT484
GT485
JHB_A
JHB_B
JHB_C
JHB_D
JHB_E
JHB_F
JHB_G
Planning_region_code
TSH_1
TSH_2
TSH_3
TSH_4
TSH_5
TSH_6
TSH_7
V8
13617
74201001
74201002
74201003
74201004
74201005
74201006
74201007
74201008
74201009
74201010
74201011
74201012
74201013
74201014
74201015
74201016
74201017
74201018
74201019
74201020
74201021
74201022
74201023
74201024
74201025
74201026
74201027
74201028
74201029
74201030
74201031
74201032
74201033
74201034
74201035
74201036
74201037
74201038
74201039
74201040
74201041
74201042
74201043
74201044
74201045
74202001
74202002
74202003
74202004
74202005
74202006
74202007
74202008
74202009
74202010
74202011
74202012
74202013
74202014
74202015
74203001
74203002
74203003
74203004
74203005
74203006
74203007
74203008
74203009
74203010
74203011
74203012
74203013
74205001
74205002
74205003
74205004
74205005
74205006
74205007
74205008
74205009
74205010
74205011
74205012
74205013
74205014
74205015
74205016
74205017
74205018
74205019
74205020
74205021
74205022
74205023
74205024
74205025
74205026
74205027
74205028
74205029
74205030
74205031
74205032
74205033
74205034
74205035
74801001
74801002
74801003
74801004
74801005
74801006
74801007
74801008
74801009
74801010
74801011
74801012
74801013
74801014
74801015
74801016
74801017
74801018
74801019
74801020
74801021
74801022
74801023
74801024
74801025
74801026
74801027
74801028
74801029
74801030
74801031
74801032
74801033
74801034
74801035
74801036
74801037
74801038
74801039
74804001
74804002
74804003
74804004
74804005
74804006
74804007
74804008
74804009
74804010
74804011
74804012
74804013
74804014
74804015
74804016
74804017
74804018
74804019
74804020
74804021
74804022
74804023
74804024
74804025
74804026
74804027
74804028
79700001
79700002
79700003
79700004
79700005
79700006
79700007
79700008
79700009
79700010
79700011
79700012
79700013
79700014
79700015
79700016
79700017
79700018
79700019
79700020
79700021
79700022
79700023
79700024
79700025
79700026
79700027
79700028
79700029
79700030
79700031
79700032
79700033
79700034
79700035
79700036
79700037
79700038
79700039
79700040
79700041
79700042
79700043
79700044
79700045
79700046
79700047
79700048
79700049
79700050
79700051
79700052
79700053
79700054
79700055
79700056
79700057
79700058
79700059
79700060
79700061
79700062
79700063
79700064
79700065
79700066
79700067
79700068
79700069
79700070
79700071
79700072
79700073
79700074
79700075
79700076
79700077
79700078
79700079
79700080
79700081
79700082
79700083
79700084
79700085
79700086
79700087
79700088
79700089
79700090
79700091
79700092
79700093
79700094
79700095
79700096
79700097
79700098
79700099
79700100
79700101
79700102
79700103
79700104
79700105
79700106
79700107
79700108
79700109
79700110
79700111
79700112
79800001
79800002
79800003
79800004
79800005
79800006
79800007
79800008
79800009
79800010
79800011
79800012
79800013
79800014
79800015
79800016
79800017
79800018
79800019
79800020
79800021
79800022
79800023
79800024
79800025
79800026
79800027
79800028
79800029
79800030
79800031
79800032
79800033
79800034
79800035
79800036
79800037
79800038
79800039
79800040
79800041
79800042
79800043
79800044
79800045
79800046
79800047
79800048
79800049
79800050
79800051
79800052
79800053
79800054
79800055
79800056
79800057
79800058
79800059
79800060
79800061
79800062
79800063
79800064
79800065
79800066
79800067
79800068
79800069
79800070
79800071
79800072
79800073
79800074
79800075
79800076
79800077
79800078
79800079
79800080
79800081
79800082
79800083
79800084
79800085
79800086
79800087
79800088
79800089
79800090
79800091
79800092
79800093
79800094
79800095
79800096
79800097
79800098
79800099
79800100
79800101
79800102
79800103
79800104
79800105
79800106
79800107
79800108
79800109
79800110
79800111
79800112
79800113
79800114
79800115
79800116
79800117
79800118
79800119
79800120
79800121
79800122
79800123
79800124
79800125
79800126
79800127
79800128
79800129
79800130
79800131
79800132
79800133
79800134
79800135
79900001
79900002
79900003
79900004
79900005
79900006
79900007
79900008
79900009
79900010
79900011
79900012
79900013
79900014
79900015
79900016
79900017
79900018
79900019
79900020
79900021
79900022
79900023
79900024
79900025
79900026
79900027
79900028
79900029
79900030
79900031
79900032
79900033
79900034
79900035
79900036
79900037
79900038
79900039
79900040
79900041
79900042
79900043
79900044
79900045
79900046
79900047
79900048
79900049
79900050
79900051
79900052
79900053
79900054
79900055
79900056
79900057
79900058
79900059
79900060
79900061
79900062
79900063
79900064
79900065
79900066
79900067
79900068
79900069
79900070
79900071
79900072
79900073
79900074
79900075
79900076
79900077
79900078
79900079
79900080
79900081
79900082
79900083
79900084
79900085
79900086
79900087
79900088
79900089
79900090
79900091
79900092
79900093
79900094
79900095
79900096
79900097
79900098
79900099
79900100
79900101
79900102
79900103
79900104
79900105
79900106
79900107
ward_code
V9
13617
V10
13617
1
10
11
2
3
4
5
6
7
8
9
adult_count
V11
13617
V12
13617
15-20 minutes
21-30 minutes
31-40 minutes
41-50 minutes
51-60 minutes
61-90 minutes
More than 90 minutes
dur_mins_recode
V13
13617
Afrikaans
English
IsiNdebele
IsiXhosa
IsiZulu
Sepedi
Sesotho
Setswana
SiSwati
Tshivenda
Xitsonga
interview_lang
V14
13617
Black African
Coloured
Indian/Asian
Other
White
a1_pop_group
V15
13617
Female
Male
a2_sex
V16
13617
Caravan or tent
Cluster house in a complex
Flat or apartment in a block of flats
Hostel
House, brick or concrete structure on a separate stand
House, flat or room separate from main dwelling in backyard
Informal dwelling NOT in backyard, e.g. in informal squatter settlement or on a farm
Informal dwelling or shack in backyard
Other (specify)
Room or flat which is part of main dwelling or property
Semi-detached house not in a complex
Townhouse (semi-detached house in a complex)
Traditional dwelling, hut or structure made of traditional materials
Unit in a retirement home or barracks etc.
a3_dwelling_type
V17
13617
Formal
Informal
Other
a3_dwelling_type_recode
V18
13617
Dont Know
No
Yes
q1_1_address
V19
13617
1
10+
2
3
4
5
6
7
8
9
q1_2c_rooms
V20
2910
1
2
3
4
5
6
8
9+
q1_2d_households
V21
13617
Allowed to stay rent free by owner
Dont know
Other
Owned
Renting
Squatting or living rent-free in an informal dwelling youve built, or in a vacant building or on vacant land
q1_3_tenure
V22
8457
Built on land you own using own or family funds
Built using government housing subsidy and own contribution
Free RDP house
Inherited
Other
Owned, but paying off a bond
Owned, fully paid off
Transfer of title deed of existing government house
q1_3a_ownership
V23
3239
Other
Public, municipal or council rental
Rent from housing association
Renting from an individual or letting agency
Sub tenant or sub let
q1_3b_renting
V24
13617
Dam, pool or standing water
Flowing river or stream
Other
Piped, into the dwelling
Piped, into the yard only
Rainwater tank (eg. JoJo tank)
Street taps or standpipes
Water tanker or truck
Well or borehole
q1_4_water
V25
12522
Dont know
No meter
Prepaid meter
Standard meter (get a bill afterwards)
q1_5_water_meter
V26
13484
No
Yes
q1_6_borehole
V27
13523
No
Yes
q1_7_rainwater
V28
13617
Always
Hardly Ever
Never
Sometimes
Usually
q1_8_water_clean
V29
13234
A couple of times a month
A couple of times a year
Every week
Never
Once a month
q1_9_water_interruptions
V30
13617
Bucket toilet
Chemical toilet
Communal toilet
Flush toilet connected to sewage system
Flush toilet with septic tank
Neighbours toilet
No access to toilet
Other
Pit latrine with ventilation pipe
Pit latrine without ventilation pipe
q1_10_toilet_type
V31
13617
Burnt in pit
Other
Placed on communal rubbish dump
Placed on own rubbish dump
Removed from the house at least once a week
Removed from the house less often
Thrown in the street or veldt
q1_11_removal
V32
13617
No
Yes
q1_12_1_prepaid
V33
4602
No
Yes
q1_12_2_postpaid
V34
13617
No
Yes
q1_12_3_solar
V35
13617
No
Yes
q1_12_4_generator
V36
13617
No
Yes
q1_12_5_neighbour
V37
13617
No
Yes
q1_12_6_car
V38
13617
No
Yes
q1_12_7_elsewhere
V39
976
No
Yes
q1_12_8_dont_know
V40
770
No
Yes
q1_12_9_none
V41
13617
Any_electricity
No form of electricity
Some form of electricity
V42
12972
Has a metered connection
Metered_connection
Not a metered connection
V43
12972
Generating some electricity
Generating_electricity
Not generating electricity
V44
1177
For daily use
Loadshedding or power cuts only
q1_12a_elec_generation
V45
829
Dont Know
No
Not applicable
Yes
q1_12b_elec_gen_plans
V46
11466
Dont Know
No
Not applicable
Yes
q1_13_elec_loadshedding
V47
886
Other (specify)
Will start generating electricity for daily use
Will start generating electricity for loadshedding or power cuts
q1_13a_elec_plans_orig
V48
13617
-1
BOTH MENTIONED REASONS
CANT AFFORD GENARATOR
ELETCRICITY IS EXPENSIVE
FOR COST FACTOR
FOR PERMANENT USE
FOR THE GYSER
GAS
GAS STOVE AND PRAMASTOVE
NO BECOUSE HE IS RENTING
No plans
PRAMASTOVE
SHE IS RENTING SHES NOT PLANNING TO STAY HERE FOR EVER
She have no idea since shes renting
THE ELECTRICITY INTERRUPTIONS HAPPEN EVERY SECOND DAY RIGHT THROGH THE YEAR. SO IT WOULD BE USED AS A BACK UP
THERESPONDED SAYS HE'S NOT PLANNING TO HAVE ANY BACKUP GENARATOR BECOUSE HE CANT AFFORD IT.
TOO EXPENSIVE
q1_13a_elec_plans_other
V49
886
Other (specify)
Will start generating electricity for daily use
Will start generating electricity for loadshedding or power cuts
q1_13a_elec_plans
V50
13617
Do not plan to generate some/more electricity
Generate_own_electricity
Plan to generate some/more electricity
V51
13617
Do not plan to start generating most energy
Plan to start generating most energy
Planning_off_grid
Unsure
V52
11990
A couple of times a month
A couple of times a year
Every week
Never
Once a month
q1_14_elec_interruptions
V53
13617
Coal
Electricity
Gas or LPG
Other
Paraffin
Wood
q1_15_cooking
V54
13617
Candles
Electricity
Gas or LPG
Other
Paraffin
Solar/renewable
q1_16_lighting
V55
13617
Dont Know
No
Yes
q1_17_arrears
V56
2393
Cant afford to pay
Dispute around incorrect billing/metering
Dispute over who should pay
Dissatisfied with service received
Dont receive bills
Other (specify)
Others arent paying
Payment systems not working
Should be free
q1_18_arrears_reason
V57
13617
No
Yes
q1_19_1_flood
V58
13617
No
Yes
q1_19_2_tremor
V59
13617
No
Yes
q1_19_3_fire
V60
13617
No
Yes
q1_19_4_heat
V61
13617
No
Yes
q1_19_5_wind
V62
13617
No
Yes
q1_19_6_lightning
V63
13617
No
Yes
q1_19_7_hail
V64
13617
No
Yes
q1_19_8_tornado
V65
13617
No
Yes
q1_19_9_sinkhole
V66
8233
No
Yes
q1_20_damages
V67
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_1_dwelling
V68
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_2_water
V69
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_3_sewarage
V70
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_4_waste
V71
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_5_energy
V72
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_6_service_cost
V73
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_7_billing_satis
V74
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_8_roads
V75
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_9_street_lights
V76
13617
Dissatisfied
Neither satisfied nor dissatisfied
Not applicable
Satisfied
Very dissatisfied
Very satisfied
q2_10_schools
V77
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_11_gov_initiatives
V78
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q2_12_covid
V79
13617
Country outside South Africa
Eastern Cape
Free State
Gauteng
KwaZulu Natal
Limpopo
Mpumalanga
North West
Northern Cape
Western Cape
q3_1_birth_prov
V80
13617
Born in Gauteng
Born in another country
Born in another province in South Africa
q3_1_birth_prov_recode
V81
1373
Algeria
American Samoa
Angola
Antarctica
Argentina
Australia
Austria
Bangladesh
Belgium
Benin
Bosnia and Herzegovina
Botswana
British Indian Ocean Territory
Burundi
Cameroon
Chad
China
Congo, Democratic Republic of the
Congo, Republic of the
Cote dIvoire
Czech Republic
Denmark
Egypt
Eritrea
Ethiopia
Europa Island
Gabon
Germany
Ghana
Greece
Guatemala
India
Italy
Kenya
Lesotho
Malawi
Mali
Malta
Mauritius
Mexico
Mozambique
Namibia
Netherlands
Nigeria
Pakistan
Poland
Portugal
Russia
Singapore
Somalia
Sri Lanka
Swaziland
Taiwan
Tanzania
Uganda
United Kingdom
United States
Western Sahara
Zambia
Zimbabwe
q3_2_birth_country
V82
6279
Country outside South Africa
Eastern Cape
Free State
KwaZulu Natal
Limpopo
Mpumalanga
North West
Northern Cape
Western Cape
q3_3_prev_residence
V83
6279
1940
1942
1943
1944
1945
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
q3_4_year_gp
V84
6279
2-3 years ago
4-5 years ago
6-10 years ago
In the last year
More than 10 years ago
q3_4_year_gp_recode
V85
13617
1-2 years
3-4 years
5-10 years
I have always lived here
Less than 1 year
More than 10 years
q3_5_length_stay
V86
9725
Another country
Another province
Somewhere else in Gauteng
q3_6_previous_home
V87
6260
City of Ekurhuleni
City of Johannesburg
City of Tshwane
Dont know
Emfuleni
Lesedi
Merafong
Midvaal
Mogale City
Rand West
q3_6a_municipality
V88
13617
V89
9725
Flat or apartment
House or brick or concrete structure
Informal dwelling in backyard
Informal dwelling in informal settlement
Other
Traditional dwelling or dwelling made from traditional materials
q3_8_prev_dwelling_type
V90
9725
Couldnt go anywhere else
Housing options are better than where I was before
I wanted a place with better services (water, electricity, health care options)
It is safer than where I was before
My family moved here when I was a child
Other (specify)
To access schools/education facilities
To be close to work
To join family or people I know (a partner/spouse, family members, friends, people from home town/area)
To look for work
To start a business
q3_9_reason_moved
V91
13617
Another country
Another neighbourhood in Gauteng
Another province
This neighbourhood
q3_10_home
V92
13617
No
Yes
q3_11_remittances
V93
13617
Deterioration
Improvement
No Change
q4_1_change
V94
13617
Alcohol abuse
Corruption
Crime (e.g. robbery, hijacking, murder, etc.)
Disease (e.g. HIV / AIDS, malaria, diabetes, TB)
Drugs
Emergencies or disasters (e.g. fire, flood, drought, natural disaster)
Foreigners
Gangs
High cost of living
Lack of basic services (e.g. housing, water, electricity, roads)
Lack of maintenance (e.g. potholes, street lights, leaking pipes)
Lack of security
No problem
Other (specify)
Pollution (e.g. air, water, noise, litter, vandalism)
Poverty (e.g. hunger, homelessness, begging)
Protests, unrest, strikes
Unemployment
Violence against women and children / domestic violence / rape
q4_2_biggest_problem
V95
13617
Dont know
Most people can be trusted
You need to be very careful
q4_3_community_trust
V96
13617
Better off
Same
Worse off
q4_4_status
V97
13617
Church
Family and Friends
Health care facilities
I dont make any trips
Other purpose (please specify)
Shopping
Taking children to school
To go to a place of leisure or entertainment
To go to the place where I study (school, college, university)
To go to work
To look for work (respondent is unemployed and travels looking for work)
q5_1_frequent_trip
V98
264
No
Yes
q5_2_non_movement
V99
13617
Missing due to skip
Other purpose (please specify)
Shopping
Taking children to school
To go to a place of leisure or entertainment
To go to work
To look for work (respondent is unemployed and travels looking for work)
q5_3_trip
V100
13617
Church
Family and Friends
Health care facilities
I dont make any trips
Other purpose (please specify)
Shopping
Taking children to school
To go to a place of leisure or entertainment
To go to the place where I study (school, college, university)
To go to work
To look for work (respondent is unemployed and travels looking for work)
q5_1_3_frequent_trip_cons
V101
13305
City of Ekurhuleni
City of Johannesburg
City of Tshwane
Emfuleni
Lesedi
Merafong
Midvaal
Mogale City
Other
Rand West
q5_4_1_trip_destination
V102
13617
V103
13617
-1
-3
0:00
0:08
0:15
10:00
10:01
10:02
10:03
10:04
10:05
10:06
10:07
10:08
10:09
10:10
10:11
10:12
10:13
10:14
10:15
10:16
10:17
10:18
10:19
10:20
10:21
10:22
10:23
10:24
10:25
10:26
10:27
10:28
10:29
10:30
10:31
10:32
10:33
10:35
10:36
10:37
10:38
10:39
10:40
10:41
10:42
10:43
10:45
10:46
10:47
10:48
10:49
10:50
10:51
10:53
10:54
10:55
10:57
10:58
10:59
11:00
11:01
11:02
11:03
11:04
11:05
11:06
11:07
11:08
11:09
11:10
11:11
11:12
11:13
11:15
11:16
11:17
11:19
11:20
11:21
11:22
11:23
11:25
11:30
11:31
11:32
11:33
11:34
11:35
11:36
11:37
11:38
11:40
11:42
11:43
11:44
11:45
11:46
11:47
11:50
11:52
11:53
11:54
11:55
12:00
12:01
12:02
12:03
12:04
12:05
12:06
12:08
12:09
12:10
12:11
12:13
12:15
12:16
12:18
12:19
12:20
12:24
12:25
12:30
12:31
12:32
12:33
12:35
12:37
12:38
12:40
12:41
12:43
12:44
12:45
12:47
12:50
12:51
12:52
12:54
12:55
12:56
12:57
12:58
12:59
13:00
13:01
13:04
13:05
13:06
13:07
13:09
13:10
13:11
13:12
13:13
13:14
13:15
13:16
13:17
13:18
13:19
13:20
13:22
13:23
13:25
13:27
13:30
13:31
13:33
13:34
13:36
13:37
13:39
13:40
13:43
13:45
13:48
13:50
13:52
13:54
13:55
13:56
13:58
14:00
14:01
14:02
14:05
14:06
14:07
14:10
14:12
14:13
14:14
14:15
14:16
14:17
14:18
14:19
14:20
14:23
14:24
14:25
14:29
14:30
14:32
14:33
14:35
14:37
14:40
14:45
14:48
14:50
14:51
14:54
14:55
14:56
15:00
15:01
15:03
15:05
15:08
15:10
15:15
15:16
15:18
15:20
15:24
15:25
15:29
15:30
15:31
15:40
15:43
15:45
15:50
15:52
15:53
15:59
16:00
16:02
16:07
16:08
16:10
16:14
16:15
16:20
16:21
16:22
16:23
16:25
16:27
16:30
16:45
16:47
16:50
16:55
16:59
17:00
17:01
17:05
17:08
17:10
17:15
17:20
17:24
17:30
17:33
17:34
17:35
17:40
17:45
18:00
18:05
18:15
18:20
18:30
18:36
19:00
19:03
19:15
19:30
19:35
19:50
19:58
1:00
1:30
20:00
20:15
20:20
20:25
20:30
20:45
20:52
21:00
21:30
21:40
22:00
22:05
22:20
23:00
2:00
2:10
2:30
3:00
3:04
3:10
3:15
3:20
3:30
3:37
3:40
3:45
3:53
4:00
4:01
4:02
4:03
4:04
4:10
4:14
4:15
4:16
4:18
4:20
4:25
4:30
4:31
4:32
4:38
4:39
4:40
4:45
4:50
4:55
5:00
5:01
5:02
5:03
5:04
5:05
5:07
5:08
5:09
5:10
5:11
5:12
5:15
5:16
5:17
5:18
5:20
5:21
5:25
5:26
5:28
5:30
5:31
5:35
5:36
5:37
5:38
5:40
5:41
5:44
5:45
5:46
5:50
5:52
5:54
5:55
5:59
6:00
6:01
6:02
6:03
6:04
6:05
6:06
6:07
6:08
6:09
6:10
6:11
6:12
6:13
6:14
6:15
6:16
6:17
6:18
6:19
6:20
6:21
6:22
6:23
6:24
6:25
6:26
6:27
6:28
6:30
6:31
6:32
6:33
6:35
6:36
6:38
6:39
6:40
6:42
6:43
6:44
6:45
6:46
6:47
6:48
6:49
6:50
6:51
6:52
6:54
6:55
6:58
6:59
7:00
7:01
7:02
7:03
7:04
7:05
7:06
7:07
7:08
7:09
7:10
7:11
7:12
7:13
7:14
7:15
7:16
7:17
7:18
7:19
7:20
7:22
7:24
7:25
7:26
7:27
7:28
7:29
7:30
7:31
7:32
7:33
7:34
7:35
7:36
7:37
7:38
7:39
7:40
7:42
7:43
7:44
7:45
7:49
7:50
7:52
7:53
7:54
7:55
7:57
7:58
7:59
8:00
8:01
8:02
8:03
8:04
8:05
8:06
8:07
8:08
8:09
8:10
8:11
8:12
8:13
8:14
8:15
8:16
8:17
8:18
8:19
8:20
8:21
8:22
8:23
8:24
8:25
8:26
8:27
8:28
8:29
8:30
8:31
8:32
8:33
8:34
8:35
8:36
8:37
8:38
8:40
8:42
8:43
8:44
8:45
8:46
8:47
8:49
8:50
8:51
8:52
8:53
8:55
8:56
8:57
8:58
9:00
9:01
9:02
9:03
9:04
9:05
9:06
9:07
9:08
9:09
9:10
9:11
9:12
9:13
9:14
9:15
9:16
9:17
9:18
9:19
9:20
9:21
9:22
9:23
9:25
9:26
9:27
9:28
9:29
9:30
9:31
9:32
9:33
9:34
9:35
9:36
9:37
9:38
9:39
9:40
9:41
9:43
9:44
9:45
9:46
9:47
9:48
9:50
9:51
9:52
9:53
9:55
9:57
9:58
q5_5_depart_time
V104
13305
00:00-00:59
01:00-01:59
02:00-02:59
03:00-03:59
04:00-04:59
05:00-05:59
06:00-06:59
07:00-07:59
08:00-08:59
09:00-09:59
10:00-10:59
11:00-11:59
12:00-12:59
13:00-13:59
14:00-14:59
15:00-15:59
16:00-16:59
17:00-17:59
18:00-18:59
19:00-19:59
20:00-20:59
21:00-21:59
22:00-22:59
23:00-23:59
q5_5_depart_time_recode
V105
13305
1
10
100
105
108
11
110
115
12
120
125
13
135
14
140
145
15
150
16
160
165
17
18
180
19
2
20
200
21
22
23
240
25
26
260
27
270
28
280
3
30
300
31
320
34
35
36
360
37
38
4
40
45
46
49
5
50
52
53
54
55
56
58
6
60
600
607
65
68
7
70
72
75
8
80
85
9
90
95
96
q5_6_time_destination
V106
13305
0-15 minutes
16-30 minutes
31-45 minutes
46-60 minutes
61-75 minutes
75-90 minutes
More than 90 minutes
q5_6_time_destination_recode
V107
13305
Bicycle
Car as driver
Car as passenger
Gautrain
Minibus Taxi
Motorbike
Other bus (e.g. Metrobus, Putco, City of Tshwane, Gautrain bus)
Other taxi (e.g. metered taxi, Uber, Taxify)
Other type transport
ReaVaya or A re yeng or Harambee
Train
Walk
q5_7_mode_transport
V108
5854
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q5_8_pub_transport_waiting
V109
5854
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q5_9_pub_transport_safety
V110
13305
Dont know
R0
R1 - R50
R1 001 - R2 000
R101 - R250
R2 001 or more
R251 - R500
R501 - R1 000
R51 - R100
q5_10_transport_exp
V111
13305
1
10
105
11
12
120
13
15
16
17
18
180
19
2
20
24
240
25
27
28
3
30
32
35
38
4
40
45
46
5
50
6
60
7
70
75
8
9
90
q5_11_pub_transport_prox
V112
13305
0-10 minutes
11-20 minutes
21-30 minutes
31-40 minutes
More than 40 minutes
q5_11_pub_transport_prox_recode
V113
13305
A couple of times a month
A couple of times a year
Every week
Most days
Never
Once a month
q5_12_ehail
V114
13584
No
Yes
q5_13_road_accident
V115
13617
V116
13305
No
Yes
q5_14_1_work
V117
13305
No
Yes
q5_14_2_relig
V118
13305
No
Yes
q5_14_3_school
V119
13305
No
Yes
q5_14_4_clinic
V120
13305
No
Yes
q5_14_5_creche
V121
13305
No
Yes
q5_14_6_spaza
V122
13305
No
Yes
q5_14_7_mall
V123
13305
No
Yes
q5_14_8_restaurant
V124
13305
No
Yes
q5_14_9_friends
V125
13305
No
Yes
q5_14_10_bank
V126
13305
No
Yes
q5_14_11_internet
V127
13305
No
Yes
q5_14_12_bar
V128
13305
No
Yes
q5_14_13_park
V129
13305
No
Yes
q5_14_14_library
V130
13305
No
Yes
q5_14_15_sport
V131
13305
No
Yes
q5_14_16_nowhere
V132
13305
No
Yes
q5_14_17_other
V133
13617
No
Yes
q6_1_internet
V134
13617
No
Yes
q6_2_debt
V135
4952
No
Yes
q6_2a_missed
V136
13617
No
Yes
q6_3_1_landline
V137
13617
No
Yes
q6_3_2_cell
V138
13617
No
Yes
q6_3_3_tv
V139
13617
No
Yes
q6_3_4_computer
V140
13617
No
Yes
q6_3_5_radio
V141
13617
No
Yes
q6_3_6_dstv
V142
13617
No
Yes
q6_3_7_internet
V143
13617
No
Yes
q6_3_8_car
V144
13617
No
Yes
q6_3_9_bicycle
V145
13617
No
Yes
q6_3_10_fridge
V146
13617
No
Yes
q6_4_skip_meal
V147
13617
No
There are no children in this household
Yes
q6_5_feed_children
V148
8672
No
Yes
q6_5a_feeding
V149
13617
1
1 2
1 3
1 4
1 5
1 6
1 7
1 8
1 9
2
2 1
2 3
2 4
2 5
2 6
2 7
2 8
2 9
3
3 1
3 2
3 4
3 5
3 6
3 7
3 8
3 9
4
4 1
4 2
4 3
4 5
4 6
4 7
4 8
4 9
5
5 1
5 2
5 3
5 4
5 6
5 7
5 8
5 9
6
6 1
6 2
6 3
6 4
6 5
6 7
6 8
6 9
7
7 1
7 2
7 3
7 4
7 5
7 6
7 8
7 9
8
8 1
8 2
8 3
8 4
8 5
8 6
8 7
8 9
9
9 1
9 2
9 3
9 4
9 5
9 6
9 7
9 8
q6_6_food
V150
13617
No
Yes
q6_6_1_beans
V151
13617
No
Yes
q6_6_2_polony
V152
13617
No
Yes
q6_6_3_iqfchick
V153
13617
No
Yes
q6_6_4_eggs
V154
13617
No
Yes
q6_6_5_tinfish
V155
13617
No
Yes
q6_6_6_meat
V156
13617
No
Yes
q6_6_7_offal
V157
13617
No
Yes
q6_6_8_dairy
V158
13617
No
Yes
q6_6_9_nuts
V159
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q6_7_food_satis
V160
13617
Dont know
R0 - R500
R1 001 - R2 000
R2 001 - R4 000
R4 001 +
R501 - R1 000
q6_8_food_exp
V161
13617
No
Yes
q7_1_registered
V162
10211
No
Yes
q7_2_voted
V163
1342
Did not know who to vote for
Did not think his/her vote will make any difference
Do not care
Do not like politics, broken promises, waste of time
No ID
Not allowed to vote (turned away, not a citizen, etc)
Other (specify)
Out of Province or Country
Respondent sick or family member sick
Respondent was working
Was not registered in my current voting district
q7_3_rx_novote
V164
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q7_4_ng
V165
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q7_5_pg
V166
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q7_6_lg
V167
13617
Dissatisfied
Don’t know who my councillor is
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q7_7_councillor
V168
13617
Local Government (Municipality)
National Government
None of them
Provincial Government
q7_8_level_gov
V169
13617
Dont Know
No
Yes
q7_9_batho_pele
V170
13617
All of the above
Economic growth
Education
Electricity
Health
Housing
Job creation
Keeping government free from corruption
Nation building
Other (specify)
Other basic services
Safety and security
Social grants
Water
q7_10_gov_weakness
V171
13617
Distrust
Dont know
Neither trust nor distrust
Strongly distrust
Strongly trust
Trust
q7_11_gov_trust
V172
13617
At a ward meeting
Dont care, do not want to hear from municipality
Email
In person from ward councillors
Mobile phone application
Multi purpose community centers or municipal office
Municipal call center
Newspaper or magazine
Pamphlets or leaflets
Radio or TV
SMS or WhatsApp
Social media (Twitter, Facebook, etc)
Through word of mouth from friends and neighbours
Website
q7_12_munic_comm
V173
13617
No
Yes
q7_13_bribe
V174
1750
No
Yes
q7_14_recent_bribe
V175
1103
No
Yes
q7_15_1_housing
V176
1103
No
Yes
q7_15_2_basic
V177
1103
No
Yes
q7_15_3_billing
V178
1103
No
Yes
q7_15_4_school
V179
1103
No
Yes
q7_15_5_health
V180
1103
No
Yes
q7_15_6_emerg
V181
1103
No
Yes
q7_15_7_homeaff
V182
1103
No
Yes
q7_15_8_traffic
V183
1103
No
Yes
q7_15_9_license
V184
1103
No
Yes
q7_15_10_saps
V185
1103
No
Yes
q7_15_11_courts
V186
1103
No
Yes
q7_15_12_tender
V187
1103
No
Yes
q7_15_14_work
V188
1103
No
Yes
q7_15_13_other
V189
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_1_environ_harm
V190
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_2_violence_foreigners
V191
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_3_influence
V192
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_4_country
V193
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_5_election
V194
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_6_gov_work_well
V195
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_7_decision_making
V196
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_7a_spread
V197
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_8_bw_trust
V198
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_9_water_crisis
V199
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_10_violence_lgbt
V200
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_11_alienation
V201
13617
First Person
Second Person
Third Person
q8_12_foreigners
V202
13617
Corrupt or incompetent government/politicians
Drugs
Lack of jobs
Laziness
Other (specify)
Poor education
South Africas history
q8_13_poverty
V203
13604
Coming from a wealthy family
Having a good education
Individual willpower and hard work
Knowing the right people
Living in an area with opportunities
Race
q8_14_life_opp
V204
13617
Always
Do not know
Not at all
Often
Sometimes
q8_15_racial_discrim
V205
13617
Dont know
Easier
Harder
No change
q8_15a_job_search
V206
13617
Always acceptable
Not acceptable
Sometimes acceptable
Usually acceptable
q8_16_nepotism
V207
13617
Always acceptable
Not acceptable
Sometimes acceptable
Usually acceptable
q8_17_speed_gov_service
V208
13617
Always acceptable
Not acceptable
Sometimes acceptable
Usually acceptable
q8_18_small_offence
V209
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_19_school_choice
V210
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_20_free_univ
V211
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_21_rich_poor
V212
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_22_rural_areas
V213
13617
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_23_belong
V214
12406
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q8_24_gcr
V215
13617
V216
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_1_money
V217
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_2_time
V218
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_3_family_time
V219
13617
Dissatisfied
Neither satisfied nor dissatisfied
Not applicable
Satisfied
Very dissatisfied
Very satisfied
q9_4_marriage
V220
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_5_friends
V221
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_6_living
V222
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_7_leisure
V223
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_8_neighbourhood
V224
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q9_9_life
V225
13617
No
Yes
q10_1_business
V226
13617
No
Yes
q10_2_working
V227
8029
No
Yes
q10_3_new_job
V228
7823
No
Yes
q10_4_unemployed
V229
3567
Disabled
Do not need to work
Do not want to work
Housewife or homemaker
I have given up looking for a job
Looking after family members for no pay
Retired person or pensioner
School pupil or full time student
q10_5_not_looking
V230
5795
No
Yes
q10_6_self_emp
V231
5792
Formal
Informal
q10_7_sector
V232
5795
Full time
Part time
q10_8_hours
V233
5795
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q10_9_satis
V234
13617
V235
13617
-1
1
2
3
4
5
6
7
8
9
Other
Refusal
q10_10_occupation_maj
V236
13617
-1
11
12
13
14
21
22
23
24
25
26
31
32
33
34
35
41
42
43
44
51
52
53
54
61
62
63
71
72
73
74
75
81
82
83
91
92
93
94
95
96
99
Other
Refusal
q10_10_occupation_submaj
V237
13617
Got worse
Improved
Stayed the same
q11_1_crime
V238
13617
No
Yes
q11_2_crime_victim
V239
13617
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q11_3_daytime_safety
V240
13617
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q11_4_night_safety
V241
13617
Bit unsafe
Fairly safe
Neither safe nor unsafe
Very safe
Very unsafe
q11_5_home_safety
V242
13617
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q11_6_gov_security
V243
13617
No
Yes
q12_1_1_church
V244
13617
No
Yes
q12_1_2_social
V245
13617
No
Yes
q12_1_3_stokvel
V246
13617
No
Yes
q12_1_4_community
V247
13617
No
Yes
q12_1_5_political
V248
13617
No
Yes
q12_1_6_other
V249
13617
No participation
Social_participation
Some participation
V250
13617
No
Yes
q12_2_1_ward
V251
13617
No
Yes
q12_2_2_street
V252
13617
No
Yes
q12_2_3_cdf
V253
13617
No
Yes
q12_2_4_idp
V254
13617
No
Yes
q12_2_5_mayor
V255
13617
No
Yes
q12_2_6_sgb
V256
13617
No
Yes
q12_2_7_cpf
V257
13617
No participation
Political_participation
Some participation
V258
13617
Dont Know
No
Yes
q12_3_protest
V259
3859
Corruption
Crime or security issues
Dissatisfaction with national government or national leaders
Do not Know
Electricty
Favouritism
Foreigners in my community
Housing (including access to RDP, upgrading of informal settlements)
Jobs given to outsiders
Lack of jobs/economic opportunities
Municipal or provincial demarcation
Other (specify)
Other basic services
Poor performance of councillor
Transport issues
University/College access (fees, housing, etc.)
Violence against women and children. Domestic violence. Human Trafficing
q12_4_rx_protest
V260
13617
No
Yes
q12_5_partic_protest
V261
13617
Not applicable, dont usually need health care
Private health care facilities
Public health care facilities
Spiritual healer (e.g. faith-related)
Traditional healer (Sangoma)
Use public and private facilities
q13_1_healthcare
V262
3685
Cost
I have been before and they could not help me
No public health care facilities close by
Other
Quality of care
The clinic often does not have the medicine I need
The queues are usually too long
The staff are too unfriendly or unhelpful
q13_2_nonuse_public
V263
13062
No
Yes
q13_3_health_proxim
V264
13062
Dissatisfied
Neither satisfied nor dissatisfied
Satisfied
Very dissatisfied
Very satisfied
q13_4_health_satis
V265
13617
Dont Know
No
Yes
q13_5_medical_aid
V266
13617
Excellent
Good
Poor
Very Poor
q13_6_health_status
V267
13617
Always
Hardly ever
Never
Some of the time
q13_7_health_work
V268
13617
Always
Hardly ever
Never
Some of the time
q13_8_health_soc
V269
13617
A few days
More than half the days
Nearly every day
Not at all
q13_9_pleasure
V270
13617
A few days
More than half the days
Nearly every day
Not at all
q13_10_depressed
V271
13617
1
2
3
4
5
6
PHQ2_score
V272
13617
High risk of depression
Not at high risk of depression
PHQ2_score_high
V273
13617
No
Yes
q13_11_1_cancer
V274
13617
No
Yes
q13_11_2_diabetes
V275
13617
No
Yes
q13_11_3_asthma
V276
13617
No
Yes
q13_11_4_pneumonia
V277
13617
No
Yes
q13_11_5_heart
V278
13617
No
Yes
q13_11_6_hypertension
V279
13617
No
Yes
q13_11_7_hiv
V280
13617
No
Yes
q13_11_8_tb
V281
13617
No
Yes
q13_11_9_covid
V282
13617
No
Yes
q13_12_1_avoid
V283
13617
No
Yes
q13_12_2_transport
V284
13617
No
Yes
q13_12_3_groceries
V285
8672
No
Yes
q13_12_4_school
V286
13617
No
Yes
q13_12_5_sanitiser
V287
13617
No
Not applicable
Yes
q13_13_1_job
V288
13617
No
Not applicable
Yes
q13_13_2_reduced
V289
13617
No
Yes
q13_13_3_refuse
V290
13617
No
Not applicable
Yes
q13_13_4_business
V291
13617
No
Not applicable
Yes
q13_13_5_care
V292
13617
No
Yes
q13_13_6_healthcare
V293
13617
No
Yes
q13_13_7_eviction
V294
13617
No
Yes
q13_14_srd_app
V295
4291
No
Yes
q13_15_srd_rec
V296
13617
No
Yes
q13_16_food_parcel
V297
13617
A certificate from a college, technikon or university
A diploma from a college, technikon or university
Grade 0 or Grade R
Grade 1 or Sub A
Grade 10, Std 8, Form III, National Trade Certificate 1
Grade 11, Std 9 or Form IV
Grade 12, Std 10, Matric
Grade 2 or Sub B
Grade 3, Std 1
Grade 4, Std 2
Grade 5, Std 3 or ABET 1
Grade 6, Std 4 or ABET 2
Grade 7, Std 5
Grade 8, Std 6, Form I or ABET 3
Grade 9, Std 7, Form II, NQF 1 or ABET 4
No Education
Post graduate degree - e.g. Hons, MA, PhD
Technikon or university degree
Unspecified
q14_1_education
V298
13617
Matric
More
No education
Primary only
Secondary incomplete
Unspecified
q14_1_education_recode
V299
13617
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
q14_2_age_topcode
V300
13617
18-19
20-24
25-29
30-34
35-39
40-44
45-49
50-54
55-59
60-64
65+
q14_2_age_recode
V301
13617
No
Yes
q14_3_1_sight
V302
13617
No
Yes
q14_3_2_hearing
V303
13617
No
Yes
q14_3_3_speech
V304
13617
No
Yes
q14_3_4_physical
V305
13617
No
Yes
q14_3_5_intellectual
V306
13617
No
Yes
q14_3_6_none
V307
13617
Casual partner
Divorced
In a relationship but not married
Married/common law marriage
Other
Single
Widowed
q14_4_rel_status
V308
13617
1
10
11
12
13
14
15
16
17
18
19
2
20
22
24
3
4
5
6
7
8
9
q14_5_people
V309
13617
1
2
3
4
5
6
7+
q14_5_people_recode
V310
13617
1
10
11
12
14
16
2
3
4
5
6
7
8
9
q14_6_under18
V311
13617
1
2
3
4+
q14_6_under18_recode
V312
13617
1
10
2
3
4
5
6
q14_7_60plus
V313
13617
1
2
3
4+
q14_7_60plus_recode
V314
13617
Father of respondent
Grandfather of respondent
Grandmother of respondent
Mother of respondent
Other female
Other male
Respondent
Spouse or partner of respondent
Spouses, partners or parents together
q14_8_head
V315
13617
Afrikaans
English
IsiNdebele
IsiXhosa
IsiZulu
Other
Sepedi
Sesotho
Setswana
SiSwati
Sign language
Tshivenda
Xitsonga
q14_9_language
V316
13617
No
Yes
q14_10_social_grant
V317
13617
No
Yes
q14_11_indigency
V318
13617
No
Yes
sc_consent
V319
11767
Female
Gender diverse
Male
Prefer not to answer
q15_1_gender
V320
11767
Female
Gender diverse
Male
Prefer not to answer
q15_2_attraction
V321
11767
Dont know
More
No Income
Prefer not to answer
R1 - R400
R1 601 - R3 200
R102 401 - R153 600
R12 801 - R19 200
R153 601 - R204 800
R19 201 - R25 600
R204 801 - R500 000
R25 601 - R38 400
R3 201 - R6 400
R38 401 - R51 200
R401 - R800
R51 201 - R76 800
R6 401 - R12 800
R76 801 - R102 400
R801 - R1 600
q15_3_income
V322
9701
R1 - R800
R12 801 - R25 600
R25 601 - R51 200
R3 201 - R12 800
R51 201 and more
R801 - R3 200
q15_3_income_recode
V323
11767
No
Prefer not to answer
Yes
q15_4_beaten_home
V324
11767
No
Prefer not to answer
Yes
q15_5_beaten_school
V325
11767
No
Prefer not to answer
Yes
q15_6_touch_genitals
V326
11767
No
Prefer not to answer
Yes
q15_7_forced_sex
V327
11767
No
Prefer not to answer
Yes
q15_8_hit
V328
13617
-1
1
1 2 3 4 5 6
1 4
1 5
2
2 1
2 3
2 3 6
2 4
2 5
3
3 1
3 2
3 4
4
4 2
4 2 5
4 3
4 5
4 5 3
5
5 1
5 3
6
6 1
q15_9_who_hit
V329
921
No
Yes
q15_9_1_partner
V330
921
No
Yes
q15_9_2_family
V331
921
No
Yes
q15_9_3_community
V332
921
No
Yes
q15_9_4_stranger
V333
921
No
Yes
q15_9_5_other
V334
921
No
Yes
q15_9_6_no_answer
V335
246
1
2-3
4+
Prefer not to answer
q15_10_times_hit
V336
11767
No
Prefer not to answer
Yes
q15_11_kicked
V337
13617
-1
1
1 2
1 2 3 4 5 6
1 3 4
1 5
2
2 3
2 4
2 4 5
3
3 5
4
4 3
5
5 3
6
q15_12_who_kicked
V338
583
No
Yes
q15_12_1_partner
V339
583
No
Yes
q15_12_2_family
V340
583
No
Yes
q15_12_3_community
V341
583
No
Yes
q15_12_4_stranger
V342
583
No
Yes
q15_12_5_other
V343
583
No
Yes
q15_12_6_no_answer
V344
168
1
2-3
4+
Prefer not to answer
q15_13_times_kicked
V345
11767
No
Prefer not to answer
Yes
q15_14_weapon
V346
13617
-1
1
1 2 3 4
1 3
1 4
2
2 1 3 4 6
3
3 4
3 4 5
4
4 1
4 2
4 3
4 5
5
5 4 3
6
q15_15_who_weapon
V347
1089
No
Yes
q15_15_1_partner
V348
1089
No
Yes
q15_15_2_family
V349
1089
No
Yes
q15_15_3_community
V350
1089
No
Yes
q15_15_4_stranger
V351
1089
No
Yes
q15_15_5_other
V352
1089
No
Yes
q15_15_6_no_answer
V353
11767
No
Prefer not to answer
Yes
q15_16_forced
V354
13617
-1
1
2
2 1
3
4
5
6
6 1
q15_17_who_forced
V355
185
No
Yes
q15_17_1_partner
V356
185
No
Yes
q15_17_2_family
V357
185
No
Yes
q15_17_3_community
V358
185
No
Yes
q15_17_4_stranger
V359
185
No
Yes
q15_17_5_other
V360
185
No
Yes
q15_17_6_no_answer
V361
83
1
2-3
4+
Prefer not to answer
q15_18_times_forced
V362
11767
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q15_19_report_harm
V363
11767
Agree
Disagree
Neither agree nor disagree
Strongly agree
Strongly disagree
q15_20_leave_bad_rel
V364
13617
1.396980650648522
1.435254093132043
1.686157771635127
1.701041888156496
1.758452051881777
10
2.022113544546034
2.832234743780565
3.083138422283649
3.098022538805018
3.12141186476717
3.136295981288539
3.1554327025303
3.193706145013821
3.387199659791622
3.419094195194557
3.444609823516905
3.457367637678077
3.459493940038273
3.708271316181161
3.72315543270253
3.780565596427812
4.518392515415692
4.533276631937062
4.590686795662342
4.784180310440144
4.841590474165427
4.8543482883266
4.856474590686795
4.879863916648947
4.894748033170316
5.105251966829682
5.120136083351052
5.143525409313204
5.145651711673399
5.158409525834574
5.177546247076334
5.215819689559854
5.409313204337657
5.466723368062938
5.481607484584307
6.219434403572189
6.276844567297469
6.291728683818839
6.540506059961727
6.542632362321922
6.555390176483096
6.580905804805443
6.612800340208377
6.806293854986178
6.844567297469701
6.86370401871146
6.87858813523283
6.901977461194981
6.916861577716351
7.167765256219434
7.977886455453966
8.241547948118223
8.298958111843504
8.313842228364873
8.564745906867957
8.603019349351477
F1servic
V365
13617
.3843251088534108
.6168359941944848
.7686502177068216
1.001161103047895
1.152975326560232
1.385486211901306
1.425253991291727
1.537300435413643
1.587808417997097
1.61799709724238
1.769811320754717
1.809579100145138
1.921625544267054
1.972133526850508
10
2.002322206095791
2.042089985486212
2.154136429608128
2.193904208998549
2.204644412191582
2.356458635703919
2.386647314949202
2.426415094339622
2.538461538461538
2.57822931785196
2.588969521044993
2.597968069666182
2.619158200290276
2.74078374455733
2.770972423802613
2.810740203193033
2.96255442670537
2.973294629898403
3.003483309143686
3.013062409288824
3.12510885341074
3.155297532656023
3.195065312046444
3.205805515239478
3.214804063860667
3.23599419448476
3.346879535558781
3.357619738751814
3.387808417997097
3.427576197387518
3.509433962264151
3.579390420899855
3.590130624092889
3.599129172714078
3.620319303338171
3.62989840348331
3.660087082728591
3.741944847605224
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F2soclas
V366
13617
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10
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F3govsat
V367
13617
V368
13617
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1.323897980244729
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9.315936901076221
F5health
V369
13617
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4
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6
6.006814310051108
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F6safety
V370
13617
10
2.049976862563628
2.124016658954188
2.535863026376678
3.290143452105506
4.173993521517816
4.585839888940305
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5.414160111059694
5.826006478482184
6.709856547894494
7.464136973623322
7.875983341045812
7.950023137436371
F7partic
V371
13617
V372
13617
V373
13617