zaf-datafirst-palms-1993-2019-v3.3
DataFirst
2025-11-24
Nesstar Publisher
Version 8
Post Apartheid Labour Market Series 1993-2025
PALMS 1993-2025
zaf-df-palms-1993-2025-v4
Andrew Kerr
David Lam
Martin Wittenberg
Statistics South Africa
Nesstar Publisher
DataFirst Helpdesk
Labour Force Survey
v4: Edited, anonymised dataset for public distribution
Employment
income
labour markets
social grants.
South Africa
The surveys used to construct PALMS had national coverage
The lowest level of geographic aggregation in PALMS is province.
Households and individuals
The target population is all households. Coverage of workers' hostels, convents/monasteries, as well as institutions such as old age homes, hospitals, prisons and military barracks varied across the surveys. Data users will need to consult the individual OHS, LFS and QLFS datasets for information on the universe for each survey.
Survey data
The dataset includes data on the South African labour market. Some household variables, such as dwelling type and access to services, as well as access to government social grants, are included from the survey rounds where this data was collected.
Other
The dataset consists of microdata from the 1993 Project for Statistics on Living Standards and Development conducted by SALDRU at UCT, and 92 household surveys conducted by Statistics South Africa. The Statistics South Africa data includes data from the October Household Surveys 1994-1999, the bi-annual Labour Force Surveys 2000-2007 (including the smaller LFS pilot survey from February 2000) and the Quarterly Labour Force Surveys 2008-2025.
The source data for PALMS is anonymised publicly available data from UCT and Statistics South Africa
The PALMS weights are discussed in the Guide to version 4 of the Post-Apartheid Labour Market Series by Andrew Kerr and Martin Wittenberg
DataFirst
Kerr, A. Lam, D. and M. Wittenberg. Post-Apartheid Labour Market Series 1993-2025 [dataset]. Version 4. Cape Town: DataFirst [producer and distributor], 2025. DOI: https://doi.org/10.25828/gtr1-8r20
Public access data for use under a Creative Commons CC-BY (Attribution-only) License
palmsv4.NSDstat
7447560
120
Nesstar 200801
palmsv4incomes.NSDstat
2333439
30
Nesstar 200801
palmsv4miincomes.NSDstat
574202
26
Nesstar 200801
household id variable, as in original data
7447560
0
person number
7447560
0
0
85
3.151
2.288
survey year
7447560
0
1993
2025
2011.068
8.097
survey wave, pslsd 1993=0, ohs 1994=1, qlfs dec 2015=54
7447560
0
0
92
0
0. pslsd 1993
40144
1
1. ohs 1994
132469
2
2. ohs 1995
130787
3
3. ohs 1996
72890
4
4. ohs 1997
140015
5
5. ohs 1998
82253
6
6. ohs 1999
106650
7
7. lfs 00:1
38529
8
8. lfs 00:2
105370
9
9. lfs 01:1
107726
10
10. lfs 01:2
106439
11
11. lfs 02:1
109410
12
12. lfs 02:2
102480
13
13. lfs 03:1
100834
14
14. lfs 03:2
98767
15
15. lfs 04:1
98256
16
16. lfs 04:2
109888
17
17. lfs 05:1
110671
18
18. lfs 05:2
109079
19
19. lfs 06:1
108345
20
20. lfs 06:2
106900
21
21. lfs 07:1
109551
22
22. lfs 07:2
105986
23
23. qlfs 08:1
95186
24
24. qlfs 08:2
93945
25
25. qlfs 08:3
93725
26
26. qlfs 08:4
93062
27
27. qlfs 09:1
92777
28
28. qlfs 09:2
90783
29
29. qlfs 09:3
88252
30
30. qlfs 09:4
87653
31
31. qlfs 2010:1
87871
32
32. qlfs 2010:2
86618
33
33. qlfs 2010:3
84620
34
34. qlfs 2010:4
83357
35
35. qlfs 2011:1
82572
36
36. qlfs 2011:2
82137
37
37. qlfs 2011:3
84277
38
38. qlfs 2011:4
84953
39
39. qlfs 2012:1
84255
40
40. qlfs 2012:2
84731
41
41. qlfs 2012:3
85760
42
42. qlfs 2012:4
85112
43
43. qlfs 2013:1
85192
44
44. qlfs 2013:2
86915
45
45. qlfs 2013:3
87057
46
46. qlfs 2013:4
87523
47
47. qlfs 2014:1
86998
48
48. qlfs 2014:2
84746
49
49. qlfs 2014:3
85302
50
50. qlfs 2014:4
84274
51
51. qlfs 2015:1
72561
52
52. qlfs 2015:2
72007
53
53. qlfs 2015:3
71869
54
54. qlfs 2015:4
70345
55
55. qlfs 2016:1
69012
56
56. qlfs 2016:2
67654
57
57. qlfs 2016:3
69409
58
58. qlfs 2016:4
69231
59
59. qlfs 2017:1
69353
60
60. qlfs 2017:2
69913
61
61. qlfs 2017:3
69259
62
62. qlfs 2017:4
68351
63
63. qlfs 2018:1
68974
64
64. qlfs 2018:2
69082
65
65. qlfs 2018:3
68989
66
66. qlfs 2018:4
68337
67
67. qlfs 2019:1
67480
68
68. qlfs 2019:2
67626
69
69. qlfs 2019:3
67975
70
70. qlfs 2019:4
67277
71
71. qlfs 2020:1
66657
72
72. qlfs 2020:2
47103
73
73. qlfs 2020:3
47167
74
74. qlfs 2020:4
48990
75
75. qlfs 2021:1
45702
76
76. qlfs 2021:2
53940
77
77. qlfs 2021:3
43837
78
78. qlfs 2021:4
39073
79
79. qlfs 2022:1
49808
80
80. qlfs 2022:2
57244
81
81. qlfs 2022:3
62765
82
82. qlfs 2022:4
65116
83
83. qlfs 2023:1
65327
84
84. qlfs 2023:2
66628
85
85. qlfs 2023:3
66054
86
86. qlfs 2023:4
66486
87
87. qlfs 2024:1
66879
88
88. qlfs 2024:2
66546
89
89. qlfs 2024:3
66405
90
90. qlfs 2024:4
66165
91
91. qlfs 2025:1
66429
92
92. qlfs 2025:2
65443
primary sampling unit number
7447560
0
1
984860250
59916621.321
96107333.03
stratum var to be used for svyset in stata- group of stratum and wave
7447560
0
1
23306
9155.825
7597.323
province
7447560
0
1
9
1
1. western cape
768326
2
2. eastern cape
997316
3
3. northern cape
366077
4
4. free state
550364
5
5. kwazulu-natal
1414195
6
6. north west
576072
7
7. gauteng
1212043
8
8. mpumalanga
673211
9
9. limpopo (northern province)
889956
original stats sa/pslsd person weight
7447558
2
0.0743
53717.976
658.249
499.623
datafirst cross entropy weight: ssa 2024 mype + assa
7447560
0
0
34331.152
667.653
513.024
stats sa household weight
1372187
6075373
0.0545
21533.18
410.208
292.856
area type, waves 0-15 (lfs 2004:1)
1573019
5874541
1
2
1
1. urban
831900
2
2. non-urban (rural)
741119
Sysmiss
5874541
population group
7446452
1108
1
5
1
1. african/black
5992979
2
2. coloured
796135
3
3. indian/asian
159859
4
4. white
496658
5
5. other
821
9
9. unspecified
0
Sysmiss
1108
gender (1=male 2=female)
7447059
501
1
2
1
1. male
3506169
2
2. female
3940890
9
9. unspecified
0
Sysmiss
501
age
7445265
2295
0
142
0
125899
1
141945
2
149805
3
152469
4
154422
5
154813
6
155336
7
157725
8
157917
9
159577
10
164441
11
160072
12
164196
13
164561
14
166834
15
154766
16
157393
17
153983
18
154491
19
141826
20
140271
21
136253
22
130786
23
126978
24
122687
25
123223
26
116765
27
115462
28
113408
29
109457
30
114429
31
103147
32
108513
33
100095
34
100464
35
100715
36
97180
37
92751
38
95226
39
91108
40
94382
41
82920
42
88562
43
82255
44
78388
45
80974
46
75194
47
73381
48
73139
49
71153
50
72590
51
64750
52
65673
53
62797
54
61519
55
59044
56
56025
57
53383
58
52515
59
51509
60
53345
61
46272
62
46367
63
43953
64
42672
65
43251
66
36700
67
36098
68
33716
69
31660
70
31481
71
27013
72
25967
73
23251
74
21910
75
20345
76
17662
77
15895
78
15229
79
13143
80
12464
81
10493
82
9704
83
8424
84
7627
85
6501
86
5352
87
4713
88
4021
89
3642
90
3073
91
2264
92
1916
93
1555
94
1297
95
978
96
824
97
625
98
548
99
483
100
325
101
201
102
165
103
146
104
95
105
93
106
70
107
42
108
32
109
17
110
41
111
15
112
12
113
7
114
2
115
4
116
3
117
1
118
7
119
6
120
1
122
1
126
1
129
1
142
1
999
999. unspecified
0
Sysmiss
2295
marital status (consistent coding for all waves)
7446716
844
1
9
1
1. married or living together as husband and wife
1866583
2
2. widow/widower
401410
3
3. divorced or separated
146946
4
4. never married
5031328
9
9. unspecified
449
Sysmiss
844
years of education, derived variable
7397231
50329
0
17
6.8
4.729
0
1514585
1
196728
2
252251
3
263502
4
311482
5
309575
6
356064
7
447209
8
495890
9
461874
10
611418
11
604923
12
1119455
13
172597
14
90121
15
132875
16
41242
17
15440
Sysmiss
50329
highest education level, ohss only
661405
6786155
0
26
0
0. no schooling
160813
1
1. grade 0
4161
2
2. grade 1
10232
3
3. grade 2
12248
4
4. grade 3
19655
5
5. grade 1/grade 2/grade 3 (ohs 94-95)
29452
6
6. grade 4
36101
7
7. grade 5
35317
8
8. grade 6
39256
9
9. grade 7
45892
10
10. grade 8
52803
11
11. grade 9
37862
12
12. grade 10
12100
13
13. grade 11
8649
14
14. grade 12
17704
15
15. grade 10/ntc i
36499
16
16. grade 11/ntc ii
24037
17
17. grade 12/ntc iii
47974
18
18. ntc i
219
19
19. ntc ii
166
20
20. ntc iii
432
21
21. certificate or diploma with less than grade 12
3135
22
22. certificate or diploma with grade 12
17194
23
23. undergraduate degree
3186
24
24. post-graduate degree
949
25
25. degree (undergrad or postgrad)
4900
26
26. other
469
Sysmiss
6786155
highest level of education, lfs only
1628231
5819329
0
99
0
0. no schooling
312757
1
1. grade r/0
50846
2
2. sub a/grade 1
51000
3
3. sub b/grade 2
55902
4
4. grade 3/standard 1
71475
5
5. grade 4/standard 2
79567
6
6. grade 5/standard 3
82367
7
7. grade 6/standard 4
94099
8
8. grade 7/standard 5
114278
9
9. grade 8/standard 6/form 1
121704
10
10. grade 9/standard 7/form 2
104307
11
11. grade 10/standard 8/form 3
116821
12
12. grade 11/standard 9/form 4
91473
13
13. grade 12/standard 10/form 5/matric
190484
14
14. ntc l
1399
15
15. ntc ii
1171
16
16. ntc iii
3894
17
17. diploma/certificate with less than grade 12/std 10
7430
18
18. diploma/certificate with grade 12/std 10
44414
19
19. degree
18886
20
20. postgraduate degree or diploma
6498
21
21. other
1359
22
22. don't know
5128
99
99. unspecified
972
Sysmiss
5819329
highest level of education (waves 04:2 to 2012:2)
1580774
5866786
0
99
0
0. no schooling
298655
1
1. grade r/0
39835
2
2. grade 1/sub a
41998
3
3. grade 2/sub b
46962
4
4. grade 3/standard 1
58139
5
5. grade 4/standard 2
64845
6
6. grade 5/standard 3
65529
7
7. grade 6/standard 4
76768
8
8. grade 7/standard 5
96785
9
9. grade 8/standard 6/form 1
106442
10
10. grade 9/standard 7/form 2
104407
11
11. grade 10/standard 8/form 3
127560
12
12. grade 11/standard 9/form 4
117131
13
13. grade 12/standard 10/form 5/matric
221543
14
14. ntc l
671
15
15. ntc ii
959
16
16. ntc iii
3160
17
17. certificate with less than grade 12/std 10
3216
18
18. diploma with less than grade 12/std 10
2672
19
19. certificate with grade 12/std 10
18476
20
20. diploma with grade 12/std 10
41772
21
21. bachelors degree
17524
22
22. bachelors degree and diploma
4510
23
23. honours degree
5629
24
24. higher degree (masters, doctorate)
4283
25
25. other
5242
26
26. do not know
6058
99
3
Sysmiss
5866786
highest level of education (waves 2012:3 to 2016:2)
1282327
6165233
0
98
0
0. grade r/0
30161
1
1. sub a/grade 1
36813
2
2. sub b/grade 2
39304
3
3. grade 3/standard 1
43130
4
4. grade 4/standard 2
48333
5
5. grade 5/standard 3
46214
6
6. grade 6/standard 4
54878
7
7. grade 7/standard 5
70475
8
8. grade 8/standard 6/form 1
82677
9
9. grade 9/standard 7/form 2
80592
10
10. grade 10/standard 8/form 3
111931
11
11. grade 11/standard 9/form 4
108247
12
12. grade 12/standard 10/form 5/matric
201049
13
13. ntc i
1695
14
14. ntc ii
1210
15
15. ntc iii
2346
16
16. n4/ntc 4
1681
17
17. n5 /ntc 5
1632
18
18. n6/ntc 6
2598
19
19. certificate with less than grade 12/std 10
2438
20
20. diploma with less than grade 12/std 10
2262
21
21. certificate with grade 12/std 10
13513
22
22. diploma with grade 12/std 10
30924
23
23. higher diploma
4433
24
24. post higher diploma
1391
25
25. bachelors degree
16869
26
26. bachelors degree and pg diploma
2825
27
27. honours degree
5580
28
28. higher degree (masters/phd)
3342
29
29. other, specify
3439
30
30. don't know
4943
98
98. no schooling
225402
Sysmiss
6165233
highest level of education (waves 2016:3 to most recent qlfs)
2251020
5196540
0
98
0
0. grade r/0
43990
1
1. sub a/grade 1
56685
2
2. sub b/grade 2
62995
3
3. grade 3/standard 1
71103
4
4. grade 4/standard 2
80339
5
5. grade 5/standard 3
77913
6
6. grade 6/standard 4
88637
7
7. grade 7/standard 5
116925
8
8. grade 8/standard 6/form 1
129061
9
9. grade 9/standard 7/form 2
132609
10
10. grade 10/standard 8/form 3
198411
11
11. grade 11/standard 9/form 4
224771
12
12. grade 12/standard 10/form 5/matric (no exemption)
373223
13
13. grade 12/standard 10/form 5/matric (exemption/bachelors
49585
14
14. ntc i
1339
15
15. ntc ii
2578
16
16. ntc iii
5250
17
17. n4/ntc 4
4056
18
18. n5 /ntc 5
3240
19
19. n6/ntc 6
7552
20
20. certificate with less than grade 12/std 10
3834
21
21. diploma with less than grade 12/std 10
2583
22
22. certificate with grade 12/std 10
25607
23
23. diploma with grade 12/std 10
54325
24
24. higher diploma
10621
25
25. post higher diploma
3640
26
26. bachelors degree
41416
27
27. bachelors degree and pg diploma
4994
28
28. honours degree
10484
29
29. higher degree (masters/phd)
7067
30
30. other, specify
9264
31
31. don't know
9595
98
98. no schooling
337328
Sysmiss
5196540
educational institution, lfs only
1627670
5819890
1
9
1
1. school
527337
2
2. university
11903
3
3. technikon
6014
4
4. college
8549
5
5. adult basic education and training/literacy classes
2071
6
6. other adult education classes
1382
7
7. other than any of the above
1486
8
8. none
1065819
9
9. unspecified
3109
Sysmiss
5819890
employment status, official
5116999
2330561
0
2
0
0. not economically active
2577514
1
1. employed
1859830
2
2. unemployed
679655
Sysmiss
2330561
employment status, expanded
5116999
2330561
0
2
0
0. not economically active
2200308
1
1. employed
1859756
2
2. unemployed
1056935
Sysmiss
2330561
who does ... work for in main job (lfs only)
1104321
6343239
1
9
1
1. working for someone else for pay
285424
2
2. working for one or more private households as a domestic
40841
3
3. working on his/her own or on a small household farm/plot
20559
4
4. working on his/her own or with a partner
62201
5
5. helping without pay in a household business
3677
8
8. not applicable
690839
9
9. unspecified
780
Sysmiss
6343239
who does individual work for? (pslsd+ohs only)
367194
7080366
0
8888
0
0. not applicable /missing
158676
1
1. someone else
140339
2
2. him-/herself
21827
3
3. someone else and him-/herself
1598
8888
8888. not applicable
44754
Sysmiss
7080366
employer (qlfs)
2858689
4588871
1
8
0
0. not applicable
0
1
1. working for someone else for pay
1081507
2
2. an employer (employing one or more employees)
66012
3
3. own account worker ( not employing any employees)
129678
4
4. helping without pay in a household business
8431
8
1573061
Sysmiss
4588871
number of regular workers at job, lfs
1104321
6343239
1
9
1
1. 1
87891
2
2. 2-4
62880
3
3. 5-9
42025
4
4. 10-19
52698
5
5. 20 - 49
60803
6
6. 50 or more
98949
7
7. don't know
6763
8
8. not applicable
690839
9
9. unspecified
1473
Sysmiss
6343239
number of employees at place of work (qlfs)
2858687
4588873
1
99
1
1. 0 employees
132330
2
2. 1 employee
122263
3
3. between 2 and 4 employees
129142
4
4. between 5 and 9 employees
107613
5
5. between 10 and 19 employees
158125
6
6. between 20 and 49 employees
190671
7
7. 50 or more employees
379501
8
8. do not know
65923
9
8
88
88. not applicable
1573061
99
50
Sysmiss
4588873
year started working for employer, ohs 95 onwards
1714745
5732815
1919
9999
1919
1
1927
1
1930
1
1931
1
1932
3
1933
1
1934
1
1935
2
1936
4
1937
3
1938
4
1939
5
1940
16
1941
11
1942
11
1943
10
1944
24
1945
13
1946
11
1947
18
1948
22
1949
19
1950
63
1951
19
1952
47
1953
48
1954
61
1955
85
1956
90
1957
97
1958
122
1959
132
1960
470
1961
218
1962
295
1963
315
1964
445
1965
589
1966
531
1967
641
1968
900
1969
1064
1970
2519
1971
1639
1972
2045
1973
2196
1974
2771
1975
3624
1976
3988
1977
3622
1978
4816
1979
5988
1980
11977
1981
8187
1982
10427
1983
9303
1984
10896
1985
12430
1986
13163
1987
13819
1988
14684
1989
20909
1990
28052
1991
19273
1992
22311
1993
22082
1994
29425
1995
32468
1996
33463
1997
32770
1998
37895
1999
44227
2000
54864
2001
46677
2002
44817
2003
46076
2004
50687
2005
57500
2006
64988
2007
75466
2008
83243
2009
74343
2010
75033
2011
59170
2012
61324
2013
57880
2014
56367
2015
55708
2016
48170
2017
44166
2018
41803
2019
35287
2020
22226
2021
23267
2022
25924
2023
22926
2024
14267
2025
2735
8888
8888. not applicable
0
9999
9999. unspecified
2448
Sysmiss
5732815
month started working for employer, ohs 95 onwards
1712418
5735142
0
99
0
1
1
1. january
468286
2
2. february
176633
3
3. march
183586
4
4. april
155378
5
5. may
97465
6
6. june
141517
7
7. july
98735
8
8. august
94322
9
9. september
90084
10
10. october
82533
11
11. november
71419
12
12. december
49110
88
88. not applicable
0
99
99. unspecified
3349
Sysmiss
5735142
=1 if employee has written contract, lfs+qlfs
1401980
6045580
0
1
0.756
0.43
0
342340
1
1059640
Sysmiss
6045580
individual considers the business they operate formal (ohs only)
22421
7425139
0
2
0
0. missing/not applicable
109
1
1. yes, formal
5757
2
2. no, informal
16555
8888
8888. not applicable/missing
0
Sysmiss
7425139
business operated by the individual is registered for vat (ohs only)
17147
7430413
0
3
0
0. missing/not applicable
127
1
1. yes
5123
2
2. no
11825
3
3. don't know
72
8888
8888. not applicable/missing
0
Sysmiss
7430413
number of paid employees in own enterprise (ohs only)
23228
7424332
0
2000
2.205
24.516
number of unpaid employees in own enterprise (ohs only)
22117
7425443
0
1000
0.263
7.966
employee considers the enterprise they work for formal (ohs only)
62138
7385422
0
2
0
0. missing/don't know
187
1
1. yes/ formal
51159
2
2. no/ informal (including domestic work)
10792
8888
8888. not applicable
0
Sysmiss
7385422
lfs variable for wage/self/domestic: business is formal, registered
1104321
6343239
1
9
1
1. in the formal sector
279593
2
2. in the informal sector (including domestic work)
129846
3
3. don
2235
8
8. not applicable
690839
9
9. unspecified
1808
Sysmiss
6343239
is the business formal, informal or private hh? 2008:1 until 2009:2
559478
6888082
1
8
1
1. formal employment
109774
2
2. informal employment
21180
3
3. private household
14505
4
4. don't know
1905
8
8. not applicable
412114
Sysmiss
6888082
derived (by stats sa) variable : indiv is in informal employment (qlfs 2009:3 on
2299211
5148349
0
8
0
0. not applicable
1160947
1
1. formal employment
732966
2
2. informal employment
356734
8
8. other
48564
Sysmiss
5148349
derived (by stats sa) variable : is job/business in formal sector, informal sect
2858689
4588871
0
4
0
0. not applicable
1573061
1
1. formal sector (including agriculture)
929364
2
2. informal sector (including agriculture)
241897
4
4. private households
114367
Sysmiss
4588871
business registered for vat, all in lfs, only self-emp in qlfs
3228612
4218948
0
9
0
2016349
1
1. yes
247589
2
2. no
318612
3
3. don't know
9929
8
8. not applicable
634447
9
9. unspecified
1686
Sysmiss
4218948
industry of employment, short code
1857464
5590096
1
99
1
1. agriculture, hunting, forestry and fishing
161666
2
2. mining and quarrying
58576
3
3. manufacturing
216531
4
4. utilities
13725
5
5. construction
132788
6
6. trade
386190
7
7. transport
96154
8
8. finance
205338
9
9. services
409842
10
10. domestic services
173396
11
402
99
2856
Sysmiss
5590096
3 digit industry sic code, ohs 99+lfs
1175313
6272247
0
8888
0
0. invalid code
5
10
10. private households with employed persons
45376
13
1
14
1
15
2
20
20. exterritorial organisations
98
25
1
30
30. representatives of foreign governments
47
34
1
40
1
41
1
43
1
46
1
50
2
60
60. not elsewhere classified
2
62
1
80
1
86
1
90
90. other activities not adequately defined
683
110
110. growing of crops
35
111
111. growing of grains (eg. maize, wheat, barley etc.), oil
7902
112
112. growing of vegetables
12330
113
113. growing of other horticultural specialities and nursery
1059
114
114. growing of fruit
8656
115
115. growing of vineyards
5852
116
116. growing sugar cane
3685
117
117. growing of cotton
102
118
118. growing of other crops (eg. spices) / unspesified (wher
1356
120
120. farming of animals
12
121
121. animals for meat, including breeding but excluding chic
9567
122
122. chickens, including breeding and slaughtering
2129
123
123. horses
185
124
124. dairy farming, including milk etc.
1412
125
125. sheep
2815
126
126. ostrich
319
127
127. goats
548
128
128. farming with animals, unspecified (ie where no other de
451
129
129. other animal farming: production of animal products nec
165
130
130. production of organic fertilizer
37
131
2
132
1
140
140. forestry, logging and related services
24
141
141. forestry and related services
3777
142
142. logging and related services
407
150
150. fishing, operational of fish hatcheries and fish farms
1
151
151. ocean and coastal fishing
355
152
152. rivers and dams (ie. inland fishing)
145
153
153. fish hatcheries and fish farms
75
160
160. growing of crops combined with farming of animals
4111
170
170. agricultural and animal husbandry services,
13
171
171. animal boarding activities without health care
48
172
172. pest control in connection with agriculture
64
173
173. farm development, orchards and field preparation
31
174
174. providing agricultural machinery with drivers and crew
20
175
175. harvesting and related activities such as the preparati
201
176
176. landscaping gardening and planning and design in connec
338
177
177. artificial insemination, herd testing
0
178
178. manure gathering, sheep dipping and sheering, egg clean
15
180
180. game hunting, trapping and game propagation, iincluding
2
181
181. game propagation
54
182
182. hunting and trapping, including related services
52
183
183. game breeding
39
190
190. farming, unspecified
935
201
1
210
210. mining of coal and lignite
1943
221
221. extraction of crude petroleum and natural gas;
14
230
230. mining of gold and uranium ore
9987
240
240. mining of metal ores
33
241
241. mining of iron ore
584
242
242. mining of non-ferrous metal ores
4237
250
250. other mining and quarrying
8
251
251. stone quarrying, clay and sandpits
441
252
252. mining of diamonds (inclu-ding alluvial diamonds)
1421
253
253. mining and quarrying n.e.c.
578
290
290. service activities incidental to mining of minerals
56
300
300. manufacture of food products, beverages and tobacco pro
2
301
301. production, processing and preservation of meat, fish,
2973
302
302. manufacture of dairy products
816
303
303. manufacture of grain mill products, starches and starch
740
304
304. manufacture of other food products
2892
305
305. manufacture of beverages
2075
306
306. manufacture of tobacco products
143
309
1
310
310. manufacture of textiles, clothing and leather goods
22
311
311. spinning, weaving and finishing of textiles
656
312
312. manufacture of other textiles
1660
313
313. manufacture of knitted and crocheted fabrics and articl
672
314
314. manufacture of wearing apparel, except fur apparel
7199
315
30
316
316. tanning and dressing of leather; manufacture of luggage
328
317
317. manufacture of footwear
770
320
320. manufacture of wood and of products of wood and cork, e
5
321
321. sawmilling and planing of wood
679
322
322. manufacture of products of wood, cork, straw and
2187
323
323. manufacture of paper and paper products
1135
324
324. publishing
483
325
325. printing and service activities related to printing
1277
326
326. reproduction of recorded media
13
330
330. manufacture of coke, refined petroleum products and nuc
12
331
331. manufacture of coke oven products
84
332
332. petroleum refineries / synthesisers
970
333
333. processing of nuclear fuel
28
334
334. manufacture of basic chemicals
442
335
335. manufacture of other chemical products
1778
336
336. manufacture of manmade fibres
9
337
337. manufacture of rubber products
761
338
338. manufacture of plastic products
1288
340
340. manufacture of other non-metallic mineral products
2
341
341. manufacture of glass and glass products
487
342
342. manufacture of non-metallic mineral products n.e.c
3268
350
350. manufacture of basic metals, fabricated metal products
7
351
351. manufacture of basic iron and steel
2475
352
352. manufacture of basic precious and non-ferrous metals
595
353
353. casting of metals
355
354
354. manufacture of structural metal products, tanks, reserv
2046
355
355. manufacture of other fabricated metal products; metalwo
2411
356
356. manufacture of general purpose machinery
602
357
357. manufacture of special purpose machinery
945
358
358. manufacture of household appliances n.e.c.
652
359
359. manufacture of office, accounting and computing machine
206
360
360. manufacture of electrical machinery and apparatus n.e.c
9
361
361. manufacture of electric motors, generators and transfor
77
362
362. manufacture of electricity distribution and control app
129
363
363. manufacture of insulated wire and cable
262
364
364. manufacture of accumulators, primary cells and primary
90
365
365. manufacture of electric lamps and lighting equipment
91
366
366. manufacture of other electrical equipment n.e.c.
296
370
370. manufacture of radio, television and communication equi
11
371
371. manufacture of electronic valves and tubes and other el
84
372
372. manufacture of television and radio transmitters and ap
102
373
373. manufacture of television and radio receivers, sound or
89
374
374. manufacture of medical appliances and instruments and a
237
375
375. manufacture of optical instruments and photographic equ
30
376
376. manufacture of watches and clocks
4
380
380. manufacture of transport equipment
6
381
381. manufacture of motor vehicles
1408
382
382. manufacture of bodies (coachwork) for motor vehicles;
187
383
383. manufacture of parts and accessories for motor
1377
384
384. building and repairing of ships and boats
156
385
385. manufacture of railway and tramway locomotives and
46
386
386. manufacture of aircraft and spacecraft
54
387
387. manufacture of transport equipment n.e.c.
52
390
3
391
391. manufacture of furniture
1527
392
392. manufacturing n.e.c.
799
395
395. recycling n.e.c.
578
410
410. electricity, gas, steam and hot water supply
24
411
411. production, collection and distribution of electricity
2089
412
412. manufacture of gas; distribution of gaseous fuels throu
60
413
413. steam and hot water supply
29
420
420. collection, purification and distribution of water
934
463
1
500
500. construction
3
501
501. site preparation
26
502
502. building of complete constructions or parts thereof; ci
19148
503
503. building installation
3269
504
504. building completion
3120
505
505. renting of construction of demolition equipment with op
25
507
1
610
610. wholesale and commission trade, except of motor vehicle
6
611
611. wholesale trade on a fee or contract basis
421
612
612. wholesale trade in agricultural raw materials, livestoc
1618
613
613. wholesale trade in house-hold goods
420
614
614. wholesale trade in non-agricultural intermediate produc
899
615
615. wholesale trade in machinery, equipment and supplies
205
619
619. other wholesale trade
245
620
620. retail trade, except of motor vehicles and motor cycles
9
621
621. non-specialised retail trade in stores
9995
622
622. retail trade in food, beverages and tobacco in speciali
5922
623
623. other retail trade in new goods in specialised stores
14857
624
624. retail trade in second-hand goods in stores
78
625
625. retail trade not in stores
27509
626
626. repair of personal and household goods
2241
630
9
631
631. sale of motor vehicles
1383
632
632. maintenance and re-pair of motor vehicles
6411
633
633. sale of motor vehicle parts and accessories
1307
634
103
635
635. retail sale of automotive fuel
2903
640
640. hotels and restaurants
11
641
641. hotels, camping sites and other provision of short stay
3883
642
642. restaurants, bars and canteens
6639
643
643. shebeen
2975
672
1
673
2
675
1
710
710. land transport; transport via pipelines
3
711
711. railway transport
2080
712
712. other land transport
10072
713
713. transport via pipelines
12
714
1
717
1
720
720. water transport
26
721
721. sea and coastal water transport
353
722
722. inland water transport
33
730
730. air transport
512
741
741. supporting and auxiliary transport activities; activiti
1463
750
750. post and telecommunication
20
751
751. postal and related courier activities
974
752
752. telecommunication
2342
810
810. financial intermediation, except insurance and pension
2
811
811. monetary intermediation
3817
818
818. cash loans
546
819
819. other financial intermediation n.e.c.
783
820
1
821
821. insurance and pension funding, except compulsory social
2596
830
830. activities auxiliary to financial intermediation
1
831
831. activities auxiliary to financial intermediation, excep
204
832
832. activities auxiliary to insurance and pension funding
13
840
840. real estate activities
2
841
841. real estate activities with own or leased property
1506
842
842. real estate activities on a fee or contract basis
213
850
1
851
851. renting of transport equipment
160
852
852. renting of other machinery and equipment
149
853
853. renting of personal and household goods n.e.c.
150
860
860. computer and related activities
18
861
861. hardware consultancy
182
862
862. software consultancy and supply
688
863
863. data processing
38
864
864. data base activities
95
865
865. maintenance and repair of office, accounting and comput
154
869
869. other computer related activities
207
870
870. research and development
1
871
871. research and experimental development on natural scienc
516
872
872. research and experimental develop-ment on social scienc
23
880
880. other business activities
1
881
881. legal, accounting, bookkeeping and auditing activities;
3218
882
882. architectural, engineering and other technical activiti
1361
883
883. advertising
531
888
888. not applicable
690841
889
889. business activities n.e.c.
12844
910
910. public administration and defence activities
67
911
911. central government activi-ties
4569
912
912. regional services council activities
98
913
913. local authority activities
6994
914
914. provincial administrations
735
915
915. s a defence force
1679
916
916. s a police service
5204
917
917. correctional service
1618
919
1
920
920. education
26947
923
1
930
930. health and social work
41
931
931. human health activities
16623
932
932. veterinary activities
170
933
933. social work activities
4100
940
940. other community, social and personal service activities
1502
941
1
950
950. activities of membership organisations n.e.c.
2
951
951. activities of business, employers and professional orga
232
952
952. activities of trade unions
64
959
959. activities of other member-ship organisations
1465
960
960. recreational, cultural and sporting activities
10
961
961. motion picture, radio, television and other entertainme
663
962
962. news agency activities
165
963
963. library, archives, museums and other cultural activitie
857
964
964. sporting and other recreational activities
1687
970
2
971
1
988
988. begging
63
990
990. other service activities
3858
998
18
999
999. unspecified
1036
8888
8888. not applicable
48563
9999
9999. unspecified
0
Sysmiss
6272247
3 digit industry sic code ohs96-98 +qlfs
2918379
4529181
0
999
0
1
10
10. private households with employed persons
120141
20
20. exterritorial organisations
42
30
30. representatives of foreign governments
287
60
60. not elsewhere classified
1
62
1
90
90. other activities not adequately defined
2207
110
110. agriculture, hunting, forestry and fishing
514
111
111. growing of crops
43947
112
112. farming of animals
20187
113
113. growing of crops combined with farming of animals(mixed
8233
114
114. agricultural and animal husbandry services, except vete
734
115
115. game hunting, trapping and game propagation, including
272
116
116. production of organic fertilizer
131
120
120. forestry, logging and related services
184
121
121. forestry and related services
4362
122
122. logging and related services
856
130
130. fishing, operational of fish hatcheries and fish farms
41
131
131. ocean and coastal fishing
507
132
132. fish hatcheries and fish farms
268
202
1
210
210. mining of coal and lignite
5967
212
1
221
221. extraction of crude petroleum and natural gas; service
17
230
230. mining of gold and uranium ore
9264
232
2
236
1
240
240. mining of metal ores
40
241
241. mining of iron ore
1707
242
242. mining of non-ferrous metal ores
14819
250
250. other mining and quarrying
92
251
251. stone quarrying, clay and sandpits
708
252
252. mining of diamonds (including alluvial diamonds)
1646
253
253. mining and quarrying n.e.c.
2088
261
1
262
1
280
1
281
2
290
290. service activities incidental to mining of minerals
26
300
300. manufacture of food products, beverages and tobacco pro
51
301
301. production, processing and preservation of meat, fish,
8161
302
302. manufacture of dairy products
2825
303
303. manufacture of grain mill products, starches and starch
2387
304
304. manufacture of other food products
10689
305
305. manufacture of beverages
6915
306
306. manufacture of tobacco products
317
308
1
310
310. manufacture of textiles, clothing and leather goods
301
311
311. spinning, weaving and finishing of textiles
1290
312
312. manufacture of other textiles
4302
313
313. manufacture of knitted and crocheted fabrics and articl
1022
314
314. manufacture of wearing apparel, except fur apparel
14828
315
12
316
316. tanning and dressing of leather; manufacture of luggage
1155
317
317. manufacture of footwear
1674
318
3
320
320. manufacture of wood and of products of wood and cork, e
59
321
321. sawmilling and planing of wood
1388
322
322. manufacture of products of wood, cork, straw and plaiti
4891
323
323. manufacture of paper and paper products
3518
324
324. publishing
1486
325
325. printing and service activities related to printing
4625
326
326. reproduction of recorded media
25
328
1
330
330. manufacture of coke, refined petroleum products and nuc
21
331
331. manufacture of coke oven products
267
332
332. petroleum refineries / synthesisers
3574
333
333. processing of nuclear fuel
96
334
334. manufacture of basic chemicals
1269
335
335. manufacture of other chemical products
6792
336
336. manufacture of manmade fibers
14
337
337. manufacture of rubber products
1724
338
338. manufacture of plastic products
4292
340
340. manufacture of other non-metallic mineral products
7
341
341. manufacture of glass and glass products
1407
342
342. manufacture of non-metallic mineral products n.e.c.
7868
350
350. manufacture of basic metals, fabricated metal products
50
351
351. manufacture of basic iron and steel
7480
352
352. manufacture of basic precious and non-ferrous metals
1630
353
353. casting of metals
483
354
354. manufacture of structural metal products, tanks, reserv
6483
355
355. manufacture of other fabricated metal products; metalwo
6710
356
356. manufacture of general purpose machinery
2219
357
357. manufacture of special purpose machinery
3089
358
358. manufacture of household appliances n.e.c.
1577
359
359. manufacture of office, accounting and computing machine
553
360
360. manufacture of electrical machinery and apparatus n.e.c
77
361
361. manufacture of electric motors, generators and transfor
531
362
362. manufacture of electricity distribution and control app
166
363
363. manufacture of insulated wire and cable
321
364
364. manufacture of accumulators, primary cells and primary
237
365
365. manufacture of electric lamps and lighting equipment
443
366
366. manufacture of other electrical equipment n.e.c.
361
370
370. manufacture of radio, television and communication equi
3
371
371. manufacture of electronic valves and tubes and other el
231
372
372. manufacture of television and radio transmitters and ap
204
373
373. manufacture of television and radio receivers, sound or
211
374
374. manufacture of medical appliances and instruments and a
1090
375
375. manufacture of optical instruments and photographic equ
116
376
376. manufacture of watches and clocks
37
380
380. manufacture of transport equipment
33
381
381. manufacture of motor vehicles
3723
382
382. manufacture of bodies (coachwork) for motor vehicles;
638
383
383. manufacture of parts and accessories for motor vehicles
3961
384
384. building and repairing of ships and boats
500
385
385. manufacture of railway and tramway locomotives and roll
291
386
386. manufacture of aircraft and spacecraft
311
387
387. manufacture of transport equipment n.e.c.
163
388
1
389
1
390
77
391
391. manufacture of furniture
3652
392
392. manufacturing n.e.c...
1946
395
395. recycling n.e.c.
2430
410
410. electricity, gas, steam and hot water supply
206
411
411. production, collection and distribution of electricity
6222
412
412. manufacture of gas; distribution of gaseous fuels throu
488
413
413. steam and hot water supply
28
420
420. collection, purification and distribution of water
2871
421
1
422
1
432
1
500
500. construction
298
501
501. site preparation
416
502
502. building of complete constructions or parts thereof; ci
69939
503
503. building installation
19860
504
504. building completion
12902
505
505. renting of construction of demolition equipment with op
34
511
1
516
3
520
3
521
1
563
1
581
1
610
610. wholesale and commission trade, except of motor vehicle
43
611
611. wholesale trade on a fee or contract basis
2727
612
612. wholesale trade in agricultural raw materials, livestoc
4577
613
613. wholesale trade in house-hold goods
1172
614
614. wholesale trade in non-agricultural intermediate produc
4343
615
615. wholesale trade in machinery, equipment and supplies
768
619
619. other wholesale trade
283
620
620. retail trade, except of motor vehicles and motor cycles
98
621
621. non-specialised retail trade in stores
41572
622
622. retail trade in food, beverages and tobacco in speciali
15413
623
623. other retail trade in new goods in specialised stores
49223
624
624. retail trade in second-hand goods in stores
392
625
625. retail trade not in stores
66680
626
626. repair of personal and household goods
5076
627
1
630
56
631
631. sale of motor vehicles
6267
632
632. maintenance and re-pair of motor vehicles
19335
633
633. sale of motor vehicle parts and accessories
4714
634
279
635
635. retail sale of automotive fuel
10358
636
1
639
1
640
640. hotels and restaurants
148
641
641. hotels, camping sites and other provision of short stay
13337
642
642. restaurants, bars and canteens
30098
643
643. shebeen
4527
646
1
650
1
673
1
690
1
710
710. land transport; transport via pipelines
73
711
711. railway transport
5852
712
712. other land transport
47345
713
713. transport via pipelines
14
714
2
720
720. water transport
49
721
721. sea and coastal water transport
324
722
722. inland water transport
18
723
1
730
730. air transport
1989
731
4
741
741. supporting and auxiliary transport activities; activiti
6883
750
750. post and telecommunication
12
751
751. postal and related courier activities
5051
752
752. telecommunication
6970
803
1
810
810. financial intermediation, except insurance and pension
49
811
811. monetary intermediation
12768
816
1
818
818. cash loans
1793
819
819. other financial intermediation n.e.c.
5454
820
55
821
821. insurance and pension funding, except compulsory social
10445
822
3
830
830. activities auxiliary to financial intermediation
8
831
831. activities auxiliary to financial intermediation, excep
1098
832
832. activities auxiliary to insurance and pension funding
28
833
1
840
840. real estate activities
37
841
841. real estate activities with own or leased property
6228
842
842. real estate activities on a fee or contract basis
2753
850
4
851
851. renting of transport equipment
1095
852
852. renting of other machinery and equipment
1260
853
853. renting of personal and household goods n.e.c.
795
860
860. computer and related activities
109
861
861. hardware consultancy
116
862
862. software consultancy and supply
6563
863
863. data processing
140
864
864. data base activities
256
865
865. maintenance and repair of office, accounting and comput
1000
869
869. other computer related activities
532
870
870. research and development
10
871
871. research and experimental development on natural scienc
1636
872
872. research and experimental develop-ment on social scienc
4
880
880. other business activities
147
881
881. legal, accounting, bookkeeping and auditing activities;
14349
882
882. architectural, engineering and other technical activiti
11598
883
883. advertising
4578
884
1
887
1
889
889. business activities n.e.c.
86165
900
1
905
1
910
910. public administration and defence activities
51
911
911. central government activities
19167
912
912. regional services council activities
111
913
913. local authority activities
25477
914
914. provincial administrations
1008
915
915. s a defense force
5195
916
916. s a police service
19175
917
917. correctional service
4299
918
1
919
1
920
920. education
92436
922
4
923
1
928
1
930
930. health and social work
213
931
931. human health activities
59301
932
932. veterinary activities
751
933
933. social work activities
25867
937
1
939
1
940
940. other community, social and personal service activities
20889
950
950. activities of membership organisations n.e.c.
9
951
951. activities of business, employers and professional orga
963
952
952. activities of trade unions
615
957
1
959
959. activities of other member-ship organizations
4420
960
960. recreational, cultural and sporting activities
21
961
961. motion picture, radio, television and other entertainme
3107
962
962. news agency activities
1261
963
963. library, archives, museums and other cultural activitie
2795
964
964. sporting and other recreational activities
5746
970
1
988
988. begging
3
990
990. other service activities
21333
999
999. unspecified
1573128
Sysmiss
4529181
2 digit industry, ohs 94+95
207254
7240306
0
50
0
138628
1
1. agriculture
10630
2
2. forestry
313
3
3. fishing
30
4
4. coal mining
354
5
5. petrol and gas extraction
26
6
6. gold/uranium mining
1011
7
7. other metals mining
479
8
8. other mining and quarrying
473
9
9. services incidental to mining
50
10
10. food manufacturing
1968
11
11. clothing&textiles manufacturing
2476
12
12. wood products manufacturing
1183
13
13. petroleum products manufacturing
1066
14
14. non-metallic manufacturing
481
15
15. basic metals manufacturing
1486
16
16. electrical machinery manufacturing
238
17
17. radio+tv manufacturing
140
18
18. transport equipment manufacturing
642
19
19. furniture+other manufacturing
314
20
20. electricity+gas supply
557
21
21. water distribution+purification
85
22
22. construction
3134
23
23. wholsale trade
1038
24
24. retail trade
8017
25
25. sale+repair of motor vehiles
2229
26
26. hotels+restaurants
1118
27
27. land transport
2075
28
28. water transport
80
29
29. air transport
74
30
30. supporting transport
84
31
31. post+ telecoms
772
32
32. financial intermediation
1151
33
33. insurance+pensions
611
34
34. auxiliary financial intermediation
78
35
35. real estate
236
36
36. rental of equipment
72
37
37. computer related activities
195
38
38. research+development
65
39
39. other business activities
1474
40
40. public administration+defense
5024
41
41. education
4979
42
42. health+social work
3312
43
43. community service
443
44
44. membership organisation activities
287
45
45. cultural activities
430
46
46. sporting activities
102
47
47. other service activities
3309
48
48. private households
3159
49
49. other activities
361
50
50. unspecified
715
Sysmiss
7240306
occupation of main job, short code
1857208
5590352
1
99
1
1. legislators, senior officials and managers
127887
2
2. professionals
91375
3
3. technical and associate professionals
179323
4
4. clerks
185306
5
5. service workers and shop and market sales workers
265127
6
6. skilled agricultural and fishery workers
39061
7
7. craft and related trades workers
221629
8
8. plant and machine operators and assemblers
161013
9
9. elementary occupation
442083
10
10. domestic workers
143202
11
217
88
88. not applicable
0
91
91. occupation not elsewhere defined
0
97
97. occupation not adequately defined
0
99
99. occupation not elsewhere defined, unspecified
985
Sysmiss
5590352
4 digit occ code ohs 96-lfs 2002:1
515463
6932097
810
9999
810
1129
820
26
830
4
840
540
850
804
1110
102
1111
1
1120
141
1129
2
1130
42
1131
1
1141
5
1142
23
1143
4
1190
7
1210
1601
1211
1
1213
1
1220
2
1221
92
1222
392
1223
84
1224
235
1225
57
1226
203
1227
146
1228
15
1229
378
1231
454
1232
124
1233
181
1234
32
1235
61
1236
38
1237
71
1239
31
1290
27
1311
409
1312
383
1313
199
1314
3629
1315
319
1316
872
1317
860
1318
19
1340
1
1390
138
1436
1
1500
55
2111
5
2112
12
2113
19
2114
38
2121
16
2122
12
2131
99
2132
233
2139
42
2141
122
2142
150
2143
107
2144
37
2145
138
2146
31
2147
62
2148
75
2149
73
2159
50
2190
1
2210
10
2211
9
2212
29
2213
24
2220
4
2221
483
2222
74
2223
11
2224
102
2230
542
2310
1038
2320
1590
2321
1
2330
3
2331
1143
2332
63
2340
23
2351
39
2352
32
2390
589
2395
1
2411
677
2412
389
2419
212
2421
375
2422
41
2429
50
2431
6
2432
69
2440
2
2441
15
2442
4
2443
2
2444
46
2445
34
2446
146
2449
4
2451
123
2452
75
2453
33
2454
7
2455
16
2460
292
2490
6
2930
1
3020
1
3111
243
3112
276
3113
214
3114
546
3115
275
3116
54
3117
86
3118
135
3119
52
3121
375
3122
190
3123
71
3131
195
3132
100
3133
40
3137
1
3139
2
3141
11
3142
18
3143
33
3144
11
3145
3
3149
3
3151
30
3152
784
3153
1
3163
1
3169
1
3190
5
3210
1
3211
50
3212
31
3213
35
3220
8
3221
119
3222
4
3223
28
3224
16
3225
70
3226
91
3227
37
3228
114
3229
45
3230
2
3231
2787
3232
18
3241
680
3242
27
3243
87
3275
1
3290
3
3291
15
3300
2
3310
4125
3312
1
3320
712
3325
1
3330
37
3340
60
3390
1917
3391
402
3400
1
3411
72
3412
610
3413
241
3414
55
3415
813
3416
642
3417
61
3419
193
3420
24
3421
22
3422
11
3423
137
3429
339
3430
1
3431
133
3432
294
3433
739
3434
31
3439
54
3441
8
3442
12
3443
7
3444
32
3445
1
3449
59
3450
291
3451
1
3460
149
3471
381
3472
53
3473
35
3474
15
3475
125
3479
21
3480
167
3490
7
3491
1
3500
288
3520
1
4090
1
4111
430
4112
67
4113
414
4114
42
4115
1809
4121
2470
4122
890
4131
1954
4132
161
4133
406
4137
2
4141
3137
4142
289
4143
50
4144
23
4172
1
4175
1
4190
766
4191
1
4196
1
4197
1
4211
3492
4212
653
4213
48
4214
40
4215
109
4220
1
4221
286
4222
1866
4223
238
4271
1
4290
300
4333
1
4433
1
4719
1
4721
1
5111
47
5112
104
5113
49
5121
144
5122
2150
5123
1392
5124
1508
5125
219
5126
307
5131
948
5132
594
5133
93
5139
28
5141
964
5142
12
5143
61
5147
1
5149
29
5151
1
5152
3
5160
1
5161
123
5162
1968
5163
508
5167
1
5169
4709
5190
11
5200
2
5210
13
5211
2
5213
1
5220
7156
5222
1
5226
1
5230
810
5231
2034
5291
9
5300
576
5321
1
5324
1
5520
1
5699
1
5700
1
5722
1
5725
1
5731
1
5762
2
5769
2
5820
1
6111
734
6112
440
6113
4790
6114
25
6121
967
6122
114
6123
5
6124
5
6129
102
6130
208
6141
596
6142
6
6151
24
6152
112
6153
53
6154
19
6156
1
6162
1
6190
12
6210
7839
6713
1
6840
1
7111
2661
7112
117
7113
84
7120
2
7121
550
7122
2826
7123
188
7124
1475
7129
925
7131
187
7132
304
7133
319
7134
26
7135
82
7136
1456
7137
1856
7141
1204
7142
268
7143
64
7151
1
7190
13
7200
1
7211
45
7212
1606
7213
643
7214
129
7215
49
7216
3
7219
2
7221
121
7222
97
7223
129
7224
72
7230
6
7231
3277
7232
46
7233
1001
7240
1
7241
471
7242
39
7243
233
7244
186
7245
140
7290
21
7311
40
7312
9
7313
109
7321
91
7322
118
7323
2
7324
132
7331
405
7332
26
7341
247
7342
2
7343
28
7344
43
7345
30
7346
31
7383
1
7390
8
7400
1
7411
668
7412
910
7413
29
7414
28
7415
21
7416
14
7419
10
7421
33
7422
144
7423
29
7424
130
7426
1
7430
1
7431
20
7432
350
7433
1246
7434
21
7435
133
7436
925
7437
211
7441
27
7442
421
7472
1
7490
20
7491
1
7492
1
7721
1
7742
1
8111
944
8112
263
8113
25
8121
22
8122
51
8123
11
8124
6
8130
1
8131
91
8139
24
8141
289
8142
8
8143
46
8151
183
8152
38
8153
12
8154
6
8155
18
8159
39
8161
65
8162
33
8163
222
8171
8
8172
8
8177
1
8190
35
8200
3
8211
1085
8212
90
8220
1
8221
39
8222
27
8223
53
8224
63
8229
20
8231
223
8232
308
8233
2
8234
2
8236
1
8240
140
8251
200
8252
9
8253
130
8260
1
8261
210
8262
364
8263
1293
8264
200
8265
65
8266
146
8269
86
8270
1
8271
79
8272
89
8273
92
8274
64
8275
113
8276
56
8277
34
8278
163
8279
22
8281
258
8282
49
8283
23
8284
24
8285
12
8286
10
8290
385
8311
945
8312
79
8321
74
8322
1921
8323
507
8324
4186
8325
1514
8331
2757
8332
211
8333
1860
8334
442
8340
37
8372
1
8384
1
8390
615
8410
1
8424
1
8429
1
8888
8888. not applicable
282115
9111
6483
9112
2674
9113
111
9114
7
9120
81
9121
5
9122
2
9126
1
9130
1
9131
21926
9132
6880
9133
340
9134
3
9136
1
9137
1
9141
257
9142
215
9151
1245
9152
240
9153
68
9157
2
9161
316
9162
620
9163
9
9164
101
9169
1
9190
57
9193
1
9211
16165
9212
807
9213
49
9214
1
9219
1
9221
2
9290
64
9311
763
9312
2013
9313
1479
9320
1
9321
54
9322
6432
9323
2
9324
2
9331
34
9332
36
9333
744
9339
1
9342
1
9355
1
9362
1
9390
1339
9998
16
9999
9999. unspecified
498
Sysmiss
6932097
3 digit occupation code, ohs 94+95
139155
7308405
0
934
316.236
371.102
4 digit occ code lfs 2002:2 onwards
3578203
3869357
850
9999
8234.23
2500.376
member of trade union, pslsd, ohs+lfs+qlfs 2012 onwards only
2296941
5150619
0
9
0
941262
1
1. yes
408263
2
2. no
912216
3
3. don't know
32121
8
8. not applicable
0
9
9. unspecified
3079
Sysmiss
5150619
dummy: employed by govt/public enterprise, pslsd,lfs+qlfs only
1702700
5744860
0
1
0.179
0.383
0
1398382
1
304318
Sysmiss
5744860
type of business where person works (waves 00:1 to 01:1)
177361
7270199
1
9
1
1. central government
2439
2
2. provincial government
6310
3
3. local government
2201
4
4. a government enterprise (transnet, telkom, etc)
2074
5
5. a non-profit organisation (ngo, cbo, charity, embassy)
1026
6
6. a private business or self-employed
44741
7
7. don
590
8
8. not applicable
116666
9
9. unspecified
1314
Sysmiss
7270199
type of business where person works (waves 01:2 to 07:2)
935220
6512340
1
99
1
1. central government
7824
2
2. provincial government
32101
3
3. local government
10187
4
4. a government enterprise (transnet, telkom, etc.)
6587
5
5. a club, community organisation, welfare organisation,ngo,
3402
6
6. a co-operative, self-help association, labour union, prof
5330
7
7. a private business or a private household
226266
8
8. self-employed
50252
9
9. don
576
88
88. not applicable
591875
99
99. unspecified
820
Sysmiss
6512340
type of business where person works (qlfs)
2858689
4588871
1
9
1
210263
2
2. government controlled business
24404
3
899816
4
4. non-profit organisation (ngo/cbo)
16715
5
5. a private household
131880
6
6. do not know
2526
8
1573061
9
24
Sysmiss
4588871
hours worked in total in last 7 days
2007231
5440329
0
190
0
185699
0.5
1
1
1774
2
2145
2.5
1
2.69999980926514
1
3
2198
4
3050
5
3738
6
4360
7
3919
7.5
6
8
10109
9
4468
9.39999961853027
1
10
9649
11
1189
12
8313
13
1069
14
6904
15
8356
16
24303
17
924
17.5
1
18
11229
19
800
20
17044
21
7931
22
1671
22.5
1
23
1069
24
29824
25
17339
26
1592
27
7864
28
8277
29
1448
30
34928
31
1058
32
22137
32.5
2
33
2417
34
2921
35
72634
36
20612
37
3343
37.5
9
38
4939
39
2391
40
545896
40.5
2
41
3122
41.5
1
42
20995
42.5
61
43
4816
44
12218
45
269769
46
16215
47
4242
47.5
4
48
113877
48.5
1
49
11316
50
97854
51
8422
52
8672
52.5
1
53
4214
53.5
1
54
26616
54.5
1
55
23335
56
40255
56.5
1
57
3415
57.5
2
58
4442
59
2447
60
77045
61
1790
62
2435
62.5
2
63
16791
64
3267
65
5759
66
7164
66.5
1
67
1077
68
2399
68.5
1
69
828
70
33968
71
653
72
16623
73
574
74
1169
75
1565
76
922
77
7906
78
1980
79
273
80
2697
81
466
82
787
83
229
84
26072
85
617
86
307
87
188
88
434
89
200
90
1639
91
3482
92
225
93
94
94
336
95
215
96
558
97
86
98
2759
99
271
100
227
101
41
102
120
103
35
104
59
105
1374
106
54
107
27
108
101
109
15
110
53
111
11
112
528
113
4
114
30
115
27
116
11
117
5
118
14
119
120
120
163
121
6
122
2
123
2
124
3
125
50
126
92
127
4
128
2
129
2
130
8
132
5
133
26
134
6
135
5
136
3
137
1
138
2
140
62
142
1
143
2
144
33
145
3
147
3
148
5
150
11
151
3
152
3
154
7
155
1
157
1
160
18
161
1
162
4
163
1
164
2
165
4
166
1
168
99
170
1
178
1
190
1
888
888. not applicable
0
999
999. unspecified
0
Sysmiss
5440329
contract is written or verbal?
2736553
4711007
1
8
0
0. not applicable
0
1
1. a written contract
856280
2
2. a verbal agreement
225227
8
1655046
Sysmiss
4711007
does employer deducted unemployment insurance fund contributions?
1493117
5954443
1
3
1
1. yes
804678
2
2. no
665734
3
3. don't know
22705
Sysmiss
5954443
satisfied with current job?
544206
6903354
1
9
1
1. yes
396895
2
2. no
147290
9
21
Sysmiss
6903354
job is permanent or limited duration (lfs only)
1032691
6414869
1
9
1
1. permanent
222890
2
2. a fixed period contract
12966
3
3. temporary
39452
4
4. casual
23450
5
5. seasonal
4536
6
6. don
1239
8
8. not applicable
726892
9
9. unspecified
1266
Sysmiss
6414869
supported by odd jobs for last 7 days? (lfs+qlfs)
4551165
2896395
0
9
0
1182092
1
1. yes
617
2
2. no
2951464
8
8. not applicable
359223
9
9. unspecified
57769
Sysmiss
2896395
supported by persons in the household? (lfs+qlfs)
4551165
2896395
0
9
0
1182090
1
1. yes
2115263
2
2. no
850071
3
13388
4
90
8
8. not applicable
332936
9
9. unspecified
57327
Sysmiss
2896395
supported by persons not in the household? (lfs+qlfs)
4551165
2896395
0
9
0
1182092
1
1. yes
551873
2
2. no
2400126
8
8. not applicable
413365
9
9. unspecified
3709
Sysmiss
2896395
supported by charity, church, welfare? (lfs+qlfs)
4551165
2896395
0
9
0
1182092
1
1. yes
15793
2
2. no
2936113
8
8. not applicable
359223
9
9. unspecified
57944
Sysmiss
2896395
supported by unemployment insurance fund (uif)? (lfs+qlfs)
4551165
2896395
0
9
0
1182092
1
1. yes
14113
2
2. no
2937756
8
8. not applicable
359223
9
9. unspecified
57981
Sysmiss
2896395
supported by savings or money previously earned? (lfs+qlfs)
4551165
2896395
0
9
0
1182092
1
1. yes
118715
2
2. no
2833127
8
8. not applicable
359223
9
9. unspecified
58008
Sysmiss
2896395
supported by old age or disability pension? (lfs+qlfs)
4551165
2896395
0
9
0
1182092
1
1. yes
621910
2
2. no
2330059
8
8. not applicable
359223
9
9. unspecified
57881
Sysmiss
2896395
other sources of support, e.g. bursary, study loan? (lfs+qlfs)
4551165
2896395
0
9
0
1182092
1
1. yes
27410
2
2. no
2924500
8
8. not applicable
359223
9
9. unspecified
57940
Sysmiss
2896395
household member receives a disability grant
417569
7029991
1
9
1
1. yes
35114
2
2. no
382016
9
9. unspecified
439
Sysmiss
7029991
period trying to find work or start a business (consistent coding for all waves)
1104321
6343239
1
9
1
1. less than a month
13283
2
2. 1 month to less than 6 months
28817
3
3. 6 months to less than 1 year
17695
4
4. 1 year to less than 3 years
39395
5
5. 3 years or more
57224
6
6. don
637
8
8. not applicable
911755
9
9. unspecified
35515
Sysmiss
6343239
ever worked before? (lfs+qlfs)
4551165
2896395
0
9
0
1182090
1
1. yes
1291493
2
2. no
1662093
8
8. not applicable
413365
9
9. unspecified
2124
Sysmiss
2896395
time since you last worked (lfs)
1104321
6343239
1
9
1
1. 1 week - less than 1 month
4789
2
2. 1 month - less than 6 months
25186
3
3. 6 months - less than 1 year
14269
4
4. 1 year - less than 2 years
20495
5
5. 2 years - less than 3 years
19965
6
6. 3 years or more
135944
7
7. don't know
1692
8
8. not applicable
865853
9
9. unspecified
16128
Sysmiss
6343239
industry of previous job, 3 digit code (lfs)
1104321
6343239
10
999
10
57583
16
2
20
191
30
26
40
3
50
1
60
4
90
308
110
14
111
4687
112
7582
113
464
114
4629
115
2643
116
1539
117
256
118
987
120
11
121
2586
122
651
123
33
124
446
125
826
126
132
127
32
128
96
129
55
130
9
140
8
141
1945
142
204
150
1
151
212
152
74
153
36
160
1300
170
1
171
11
172
28
173
19
174
8
175
197
176
68
178
7
180
1
181
8
182
7
183
4
190
327
210
1363
221
6
230
4710
240
19
241
168
242
1797
250
3
251
138
252
845
253
393
290
23
300
2
301
2478
302
581
303
612
304
2161
305
941
306
148
310
29
311
782
312
1039
313
603
314
5023
315
23
316
209
317
949
320
2
321
362
322
990
323
713
324
243
325
693
326
6
330
3
331
60
332
496
333
18
334
273
335
1038
336
7
337
382
338
896
341
372
342
1639
350
2
351
1881
352
325
353
232
354
967
355
1319
356
230
357
478
358
434
359
70
360
6
361
34
362
63
363
143
364
91
365
80
366
152
370
11
371
35
372
94
373
91
374
85
375
18
376
4
380
2
381
669
382
98
383
612
384
72
385
32
386
15
387
36
390
4
391
924
392
407
395
155
410
18
411
1084
412
25
413
13
420
444
500
1
501
18
502
12339
503
1701
504
1732
505
7
610
6
611
248
612
1093
613
212
614
421
615
52
619
128
621
6262
622
4144
623
9012
624
28
625
2598
626
588
630
1
631
549
632
1924
633
474
634
23
635
1636
640
9
641
2860
642
4826
643
298
710
2
711
2789
712
3372
713
10
720
10
721
154
722
18
730
225
741
614
750
18
751
764
752
1253
810
4
811
1708
818
170
819
250
821
973
831
55
832
5
841
337
842
67
851
37
852
35
853
44
860
4
861
26
862
93
863
21
864
14
865
29
869
38
871
181
872
4
881
886
882
392
883
201
888
888. not applicable
865853
889
5553
910
4
911
1881
912
18
913
3083
914
223
915
925
916
1069
917
288
920
7589
930
24
931
5577
932
71
933
1924
940
884
950
1
951
75
952
22
959
365
960
4
961
252
962
88
963
400
964
678
990
1789
999
999. unspecified
2733
8888
8888. not applicable
0
9999
9999. unspecified
0
Sysmiss
6343239
previous industry in qlfs, 3 digit code
2340145
5107415
0
999
0
0. not applicable
1940563
10
private households with employed persons
54169
20
exterritorial organisations
21
30
representatives of foreign governments
61
45
1
60
not elsewhere classified
0
90
other activities not adequately defined
0
110
110. agriculture, hunting, forestry and fishing
49
111
111. growing of crops
21533
112
112. farming of animals
3899
113
113. growing of crops combined with farming of animals(mixed
2194
114
114. agricultural and animal husbandry services, except vete
297
115
115. game hunting, trapping and game propagation, including
96
116
116. production of organic fertilizer
58
120
120. forestry, logging and related services
0
121
121. forestry and related services
1791
122
122. logging and related services
384
130
130. fishing, operational of fish hatcheries and fish farms
0
131
131. ocean and coastal fishing
208
132
132. fish hatcheries and fish farms
83
210
210. mining of coal and lignite
1136
221
221. extraction of crude petroleum and natural gas; service
1
230
230. mining of gold and uranium ore
2080
240
240. mining of metal ores
6
241
241. mining of iron ore
252
242
242. mining of non-ferrous metal ores
2255
250
250. other mining and quarrying
0
251
251. stone quarrying, clay and sandpits
141
252
252. mining of diamonds (including alluvial diamonds)
753
253
253. mining and quarrying n.e.c.
610
290
290. service activities incidental to mining of minerals
3
300
300. manufacture of food products, beverages and tobacco pro
0
301
301. production, processing and preservation of meat, fish,
3398
302
302. manufacture of dairy products
824
303
303. manufacture of grain mill products, starches and starch
644
304
304. manufacture of other food products
3706
305
305. manufacture of beverages
1863
306
306. manufacture of tobacco products
65
310
310. manufacture of textiles, clothing and leather goods
0
311
311. spinning, weaving and finishing of textiles
423
312
312. manufacture of other textiles
1229
313
313. manufacture of knitted and crocheted fabrics and articl
350
314
314. manufacture of wearing apparel, except fur apparel
4994
315
0
316
316. tanning and dressing of leather; manufacture of luggage
261
317
317. manufacture of footwear
539
320
320. manufacture of wood and of products of wood and cork, e
0
321
321. sawmilling and planing of wood
513
322
322. manufacture of products of wood, cork, straw and plaiti
1469
323
323. manufacture of paper and paper products
999
324
324. publishing
289
325
325. printing and service activities related to printing
1283
326
326. reproduction of recorded media
2
330
330. manufacture of coke, refined petroleum products and nuc
0
331
331. manufacture of coke oven products
79
332
332. petroleum refineries / synthesisers
828
333
333. processing of nuclear fuel
6
334
334. manufacture of basic chemicals
296
335
335. manufacture of other chemical products
1624
336
336. manufacture of manmade fibers
3
337
337. manufacture of rubber products
457
338
338. manufacture of plastic products
1334
340
340. manufacture of other non-metallic mineral products
0
341
341. manufacture of glass and glass products
416
342
342. manufacture of non-metallic mineral products n.e.c.
2601
350
350. manufacture of basic metals, fabricated metal products
0
351
351. manufacture of basic iron and steel
1803
352
352. manufacture of basic precious and non-ferrous metals
388
353
353. casting of metals
139
354
354. manufacture of structural metal products, tanks, reserv
1838
355
355. manufacture of other fabricated metal products; metalwo
1805
356
356. manufacture of general purpose machinery
425
357
357. manufacture of special purpose machinery
612
358
358. manufacture of household appliances n.e.c.
397
359
359. manufacture of office, accounting and computing machine
93
360
360. manufacture of electrical machinery and apparatus n.e.c
0
361
361. manufacture of electric motors, generators and transfor
79
362
362. manufacture of electricity distribution and control app
38
363
363. manufacture of insulated wire and cable
90
364
364. manufacture of accumulators, primary cells and primary
61
365
365. manufacture of electric lamps and lighting equipment
109
366
366. manufacture of other electrical equipment n.e.c.
86
370
370. manufacture of radio, television and communication equi
0
371
371. manufacture of electronic valves and tubes and other el
58
372
372. manufacture of television and radio transmitters and ap
37
373
373. manufacture of television and radio receivers, sound or
57
374
374. manufacture of medical appliances and instruments and a
199
375
375. manufacture of optical instruments and photographic equ
15
376
376. manufacture of watches and clocks
4
380
380. manufacture of transport equipment
0
381
381. manufacture of motor vehicles
721
382
382. manufacture of bodies (coachwork) for motor vehicles;
167
383
383. manufacture of parts and accessories for motor vehicles
1045
384
384. building and repairing of ships and boats
119
385
385. manufacture of railway and tramway locomotives and roll
49
386
386. manufacture of aircraft and spacecraft
47
387
387. manufacture of transport equipment n.e.c.
33
390
0
391
391. manufacture of furniture
1108
392
392. manufacturing n.e.c...
634
395
395. recycling n.e.c.
753
410
410. electricity, gas, steam and hot water supply
0
411
411. production, collection and distribution of electricity
1463
412
412. manufacture of gas; distribution of gaseous fuels throu
75
413
413. steam and hot water supply
3
420
420. collection, purification and distribution of water
735
500
500. construction
0
501
501. site preparation
106
502
502. building of complete constructions or parts thereof; ci
41734
503
503. building installation
6656
504
504. building completion
5926
505
505. renting of construction of demolition equipment with op
9
610
610. wholesale and commission trade, except of motor vehicle
0
611
611. wholesale trade on a fee or contract basis
742
612
612. wholesale trade in agricultural raw materials, livestoc
1420
613
613. wholesale trade in house-hold goods
261
614
614. wholesale trade in non-agricultural intermediate produc
1169
615
615. wholesale trade in machinery, equipment and supplies
121
619
619. other wholesale trade
28
620
620. retail trade, except of motor vehicles and motor cycles
0
621
621. non-specialised retail trade in stores
16784
622
622. retail trade in food, beverages and tobacco in speciali
5839
623
623. other retail trade in new goods in specialised stores
17088
624
624. retail trade in second-hand goods in stores
118
625
625. retail trade not in stores
13360
626
626. repair of personal and household goods
918
630
0
631
631. sale of motor vehicles
1149
632
632. maintenance and re-pair of motor vehicles
3317
633
633. sale of motor vehicle parts and accessories
862
634
42
635
635. retail sale of automotive fuel
3075
640
640. hotels and restaurants
0
641
641. hotels, camping sites and other provision of short stay
4720
642
642. restaurants, bars and canteens
14547
643
643. shebeen
961
710
710. land transport; transport via pipelines
0
711
711. railway transport
1193
712
712. other land transport
10292
713
713. transport via pipelines
0
720
720. water transport
0
721
721. sea and coastal water transport
67
722
722. inland water transport
3
730
730. air transport
447
741
741. supporting and auxiliary transport activities; activiti
1781
750
750. post and telecommunication
0
751
751. postal and related courier activities
1178
752
752. telecommunication
1968
810
810. financial intermediation, except insurance and pension
0
811
811. monetary intermediation
1788
818
818. cash loans
487
819
819. other financial intermediation n.e.c.
943
821
821. insurance and pension funding, except compulsory social
1897
830
830. activities auxiliary to financial intermediation
0
831
831. activities auxiliary to financial intermediation, excep
154
832
832. activities auxiliary to insurance and pension funding
3
840
840. real estate activities
0
841
841. real estate activities with own or leased property
423
842
842. real estate activities on a fee or contract basis
338
850
0
851
851. renting of transport equipment
261
852
852. renting of other machinery and equipment
271
853
853. renting of personal and household goods n.e.c.
263
860
860. computer and related activities
0
861
861. hardware consultancy
7
862
862. software consultancy and supply
541
863
863. data processing
85
864
864. data base activities
66
865
865. maintenance and repair of office, accounting and comput
142
869
869. other computer related activities
105
870
870. research and development
0
871
871. research and experimental development on natural scienc
349
872
872. research and experimental develop-ment on social scienc
0
880
880. other business activities
0
881
881. legal, accounting, bookkeeping and auditing activities;
1767
882
882. architectural, engineering and other technical activiti
2660
883
883. advertising
1435
889
889. business activities n.e.c.
28286
910
910. public administration and defence activities
0
911
911. central government activities
4956
912
912. regional services council activities
0
913
913. local authority activities
6331
914
914. provincial administrations
84
915
915. s a defense force
687
916
916. s a police service
1226
917
917. correctional service
339
920
920. education
17541
930
930. health and social work
0
931
931. human health activities
7749
932
932. veterinary activities
160
933
933. social work activities
6518
940
940. other community, social and personal service activities
5981
950
950. activities of membership organisations n.e.c.
0
951
951. activities of business, employers and professional orga
199
952
952. activities of trade unions
99
959
959. activities of other member-ship organizations
561
960
960. recreational, cultural and sporting activities
0
961
961. motion picture, radio, television and other entertainme
721
962
962. news agency activities
262
963
963. library, archives, museums and other cultural activitie
757
964
964. sporting and other recreational activities
1668
988
988. begging
0
990
990. other service activities
5606
999
999. unspecified
124
Sysmiss
5107415
industry of previous job, 1 digit code (lfs and qlfs)
2340151
5107409
0
11
0
0. not applicable
1948422
1
1. agriculture, hunting and forestry
29815
2
2. mining
7108
3
3. manufacturing
42552
4
4. electricity, gas and water
2233
5
5. construction
53637
6
6. wholesale and retail trade
84606
7
7. transport, storage and communication
16670
8
8. finance and business services
41787
9
9. community, social and personal services
60580
10
10. private households
52521
11
11. other
220
Sysmiss
5107409
job is permanent or limited duration (qlfs only)
2736553
4711007
0
3
0
0. not applicable (not employed)
1655046
1
1. limited duration
153167
2
2. permanent nature
660489
3
3. unspecified (mostly self-employed?)
267851
Sysmiss
4711007
main reason you stopped work
2340151
5107409
0
99
0
0. not applicable
1940552
1
1. health reason
30460
2
2. caring for own children/relatives
8322
3
3. pregnancy
9740
4
4. other family/community responsibilities
4827
5
5. going to school
6788
6
6. lost job/job ended/laid off/business sold/closed down
276225
7
7. changed residence
4381
8
8. dissatisfied with the job
23079
9
9. retired/too old to work
24148
10
10. other
11567
99
62
Sysmiss
5107409
how long have you been searching? (qlfs)
2414546
5033014
0
99
0
0. not applicable
1927006
1
1. less than 3 months
60260
2
2. 3 months - less than 6 months
35876
3
3. 6 months - less than 9 months
27456
4
4. 9 months - less than 1 year
31089
5
5. 1 year - less than 3 years
110088
6
6. 3 years - 5 years
68604
7
7. more than 5 years
152809
8
8. do not know
1357
99
1
Sysmiss
5033014
time since you last worked (qlfs)
2733815
4713745
0
99
0
0. not applicable
1678666
1
1. less than 3 months
81258
2
2. 3 months - less than 6 months
54300
3
3. 6 months - less than 9 months
40214
4
4. 9 months - less than 1 year
40018
5
5. 1 year - less than 3 years
122853
6
6. 3 years - 5 years
60334
7
7. more than 5 years
655549
8
8. do not know
613
99
10
Sysmiss
4713745
supported by other grant? (qlfs only)
3446844
4000716
0
2
0
0. not applicable
1182092
1
1. yes
328648
2
2. no
1936104
Sysmiss
4000716
supported by child support grant? (qlfs only)
3446844
4000716
0
2
0
0. not applicable
1182092
1
1. yes
86377
2
2. no
2178375
Sysmiss
4000716
business is registered for income tax (lfs and qlfs)
2220469
5227091
0
9
0
2016349
1
1. yes
56395
2
2. no
146358
3
3. do not know
1262
9
105
Sysmiss
5227091
hours worked on monday (qlfs)
2855135
4592425
0
888
0
113522
1
2549
2
6030
3
6812
4
11400
5
27916
6
27608
7
61364
8
576714
9
226165
10
111176
11
15987
12
80937
13
4400
14
3432
15
1951
16
737
17
197
18
195
19
54
20
164
88
1507432
99
3
888
68390
Sysmiss
4592425
hours worked on tuesday (qlfs)
2855135
4592425
0
888
0
124513
1
2507
2
5888
3
6360
4
10985
5
26361
6
26388
7
59646
8
569847
9
224634
10
111566
11
16110
12
83501
13
4393
14
3404
15
1916
16
711
17
193
18
202
19
46
20
139
88
1507432
99
3
888
68390
Sysmiss
4592425
hours worked on wednesday (qlfs)
2855135
4592425
0
888
0
113211
1
2699
2
6015
3
6667
4
11346
5
27383
6
27385
7
60813
8
574769
9
225370
10
112545
11
16071
12
83976
13
4354
14
3457
15
1914
16
714
17
213
18
198
19
57
20
153
88
1507432
99
3
888
68390
Sysmiss
4592425
hours worked on thursday (qlfs)
2855135
4592425
0
888
0
134732
1
2566
2
5683
3
6231
4
10826
5
26053
6
26042
7
58864
8
564654
9
222762
10
111086
11
15917
12
82976
13
4320
14
3405
15
1907
16
726
17
201
18
177
19
51
20
131
88
1507432
99
3
888
68390
Sysmiss
4592425
hours worked on friday (qlfs)
2855135
4592425
0
888
0
139051
1
2684
2
5546
3
6146
4
11117
5
28392
6
28873
7
60120
8
566729
9
220791
10
110026
11
15457
12
73008
13
4243
14
3564
15
2056
16
837
17
260
18
225
19
48
20
137
88
1507432
99
3
888
68390
Sysmiss
4592425
hours worked on saturday (qlfs)
2855135
4592425
0
888
0
867316
1
2239
2
4835
3
6146
4
14249
5
75653
6
35499
7
16647
8
96246
9
37382
10
53477
11
8439
12
52178
13
3260
14
2869
15
1639
16
690
17
173
18
179
19
42
20
152
88
1507432
99
3
888
68390
Sysmiss
4592425
hours worked on sunday (qlfs)
2855135
4592425
0
888
0
1096938
1
2055
2
3765
3
3429
4
6400
5
17969
6
11203
7
6460
8
36867
9
15909
10
28461
11
5264
12
38586
13
2294
14
1841
15
1049
16
433
17
110
18
103
19
17
20
157
88
1507432
99
3
888
68390
Sysmiss
4592425
occupation of previous job, 1 digit code (lfs and qlfs)
2340151
5107409
0
11
0
0. not applicable
1948422
1
1. legislators, senior officials and managers
9593
2
2. professionals
8084
3
3. technical and associate professionals
21462
4
4. clerks
38217
5
5. service workers and shop and market sales workers
60943
6
6. skilled agricultural and fishery workers
1779
7
7. craft and related trades workers
56421
8
8. plant and machine operators and assemblers
26933
9
9. elementary occupation
125639
10
10. domestic workers
42389
11
269
Sysmiss
5107409
educational institution, qlfs 2012:3 onwards only
1530686
5916874
0
9
0
0. not applicable
345603
1
1. pre-school (including day care; cr
140293
2
2. ordinary school (including grade r learners who attend a
947224
3
3. special school
4434
4
4. further education and training college (fet)
26300
5
5. other college
16222
6
6. higher education institution (university/university of te
46912
7
7. adult basic education and training centre (abet centre)
2872
8
8. literacy classes (e.g. kha ri gude; sanli)
127
9
9. home based education/home schooling
699
Sysmiss
5916874
type of area, qlfs 2017:3 onwards
1973114
5474446
1
3
1
1. urban
1205847
2
2. traditional
702080
3
3. farms
65187
Sysmiss
5474446
public employment dummy that includes ohs, as well as pslsd,lfs+qlfs
1787350
5660210
0
1
0.179
0.384
0
1467013
1
320337
Sysmiss
5660210
consistent monthly earnings (rand amt) variable for palmsv2+
375586
7071974
0
5281000
2227.148
19714.303
consistent real monthly earnings (rand amt) variable for palmsv2+
375586
7071974
0
18279044
8007.204
73650.139
outlier flag based on regression+showing a studentised residual >=5
1022830
6424730
0
1
0.00146
0.0382
0
1021337
1
1493
Sysmiss
6424730
wage worker or self-employed - all waves
1844187
5603373
0
1
0
0. wage
1551110
1
1. self employ
293077
Sysmiss
5603373
weight corrects for bracket earnings resp, using statssa mype+ back projections
510602
6936958
0.872
62668.141
722.022
870.963
district council/municipality
760420
6687140
1
55
1
1. west coast
12031
2
2. boland
15666
3
3. overberg
16031
4
4. eden
9939
5
5. central karoo
10532
6
6. namakwa
9482
7
7. karoo
13018
8
8. siyanda
14489
9
9. frances baard
11019
10
10. cacadu
13883
12
12. amatole
13931
13
13. chris hani
16868
14
14. ukhahlamba
11107
15
15. o.r.tambo
16682
16
16. xhariep
11123
17
17. motheo
9885
18
18. lejweleputswa
11700
19
19. thabo mofutsanyane
9567
20
20. northern free state
10557
21
21. ugu
20047
22
22. umgungundlovu
18397
23
23. uthukela
19438
24
24. umzinyathi
19199
25
25. amajuba
20988
26
26. zululand
20118
27
27. umkhanyakude
14206
28
28. uthungulu
18151
29
29. ilembe
20598
30
30. gert sibande
20095
31
31. nkangala
16337
32
32. ehlanzeni
14297
33
33. mopani
13722
34
34. vhembe
13953
35
35. capricorn
12502
36
36. waterberg
15704
37
37. bojanala
11678
38
38. central
14925
39
39. bophirima
11837
40
40. southern
12275
42
42. sedibeng
14845
43
43. sisonke
17622
44
44. alfred nzo
10747
45
45. kgalagadi
10070
46
46. metsweding
7726
47
47. sekhukhune
15400
48
48. bohlabela
8978
49
49. west rand
9665
50
50. city of cape town
16387
51
51. ethekwini
18628
52
52. ekurhuleni/east rand
14234
53
53. city of johannesburg
19184
54
54. nelson mandela bay
17618
55
55. city of tshwane/pretoria
13339
Sysmiss
6687140
enrollment status: pslsd, ohs and lfs only
2332323
5115237
1
9
1
1. full-time
759035
2
2. part-time
22927
3
3. not enrolled
1546706
9
9. unspecified
3655
Sysmiss
5115237
type of dwelling of household
1434662
6012898
1
7
1
1. dwelling/house or brick structure on a separate stand or
932873
2
2. traditional dwelling/hut/structure made of traditional ma
229510
3
3. flat or apartment in a block of flats
37623
4
4. town/cluster/semi-detached house (simplex, duplex or trip
43108
5
5. informal dwelling/shack in backyard
30714
6
6. informal dwelling/shack not in backyard
100901
7
7. other (includes caravan, retirement village, room/flatlet
59933
Sysmiss
6012898
household's source of water
1226816
6220744
1
12
1
1. piped (tap) water in dwelling
452890
2
2. piped (tap) water on site or in yard
304335
3
3. public tap
195770
4
4. water-carrier/tanker
13756
5
5. borehole on site
22525
6
6. borehole off site/communal
44454
7
7. rain-water tank on site
10710
8
8. flowing water/stream river
92155
9
9. dam/pool/stagnant water
17898
10
10. well
18303
11
11. spring
36248
12
12. other
17772
Sysmiss
6220744
household's main toilet
904864
6542696
1
13
1
1. flush toilet in dwelling
299547
2
2. flush toilet on site
135855
3
3. flush toilet off-site
6277
4
4. chemical toilet on-site
3667
5
5. chemical toilet off-site
828
6
6. pit latrine with ventilation pipe, on site
58328
7
7. pit latrine with ventilation pipe, off site
5495
8
8. pit latrine without ventilation pipe, on-site
234021
9
9. pit latrine without ventilation pipe, off-site
21981
10
10. bucket toilet on-site
34078
11
11. bucket toilet off-site
3336
12
12. other
3206
13
13. none
98245
Sysmiss
6542696
household member receives an old age pension
417569
7029991
1
9
1
1. yes
108346
2
2. no
308836
9
9. unspecified
387
Sysmiss
7029991
household member receives a child support grant
417569
7029991
1
9
1
1. yes
83069
2
2. no
334056
9
9. unspecified
444
Sysmiss
7029991
household member receives a care dependency grant
318802
7128758
1
9
1
1. yes
1344
2
2. no
317114
9
9. unspecified
344
Sysmiss
7128758
household member receives a foster care grant
417569
7029991
1
9
1
1. yes
1774
2
2. no
415341
9
9. unspecified
454
Sysmiss
7029991
indiv income past year from state old age pension
435705
7011855
1
9
1
1. yes
25989
2
2. no
408607
3
3. don't know
42
9
9. unspecified
1067
Sysmiss
7011855
indiv income past year from disability grant
432666
7014894
1
9
1
1. yes
4576
2
2. no
426861
3
3. don't know
32
9
9. unspecified
1197
Sysmiss
7014894
indiv income past year from state maintenance grant or child support grant
434093
7013467
1
9
1
1. yes
2506
2
2. no
430438
3
3. don't know
27
9
9. unspecified
1122
Sysmiss
7013467
indiv income past year from care dependency (single care) grant
434072
7013488
1
9
1
1. yes
212
2
2. no
432658
3
3. don't know
21
9
9. unspecified
1181
Sysmiss
7013488
indiv income past year from foster care grant
434057
7013503
1
9
1
1. yes
201
2
2. no
432659
3
3. don't know
20
9
9. unspecified
1177
Sysmiss
7013503
enrolled in educational institution? qlfs 2012:3 onwards only
3533347
3914213
1
2
1
1. yes
1185083
2
2. no
2348264
Sysmiss
3914213
occupation of previous job, 4 digit code, lfs 2000:1 to 2002:1
315317
7132243
850
9999
8568.473
1196.312
occupation of previous job, 4 digit code, lfs 2002:2 onwards
3129121
4318439
0
9999
3066.38
4074.28
=1 if employed and not a self-employed agricultural worker
1828743
5618817
1
1
1
0
1
1828743
Sysmiss
5618817
metro
5075048
2372512
0
76
0
0. non-metro
3526849
71
71. cape town
348968
72
72. ethekweni
288995
73
73. ekhurhuleni
245008
74
74. johannesburg
330041
75
75. nelson mandela metro
115307
76
76. tshwane
219880
Sysmiss
2372512
area type, waves 23-50 (qlfs 2008:1- 2014:4)
2439653
5007907
1
5
1
1. urban formal
1255665
2
2. urban informal
162581
4
4. tribal areas
939600
5
5. rural formal
81807
Sysmiss
5007907
type of area, qlfs 2015 -qlfs 2017:2
701354
6746206
1
4
1
1. urban
428216
2
2. traditional
237721
3
3. farms
18889
4
4. mining areas
16528
Sysmiss
6746206
person is responding themselves
5834755
1612805
1
9
1
1. yes
2599145
2
2. no
2048004
8
8. not applicable
1154583
9
9. unspecified
33023
Sysmiss
1612805
household id variable, as in original data
2333439
0
person number
2333439
0
0
42
3.344
2.4
survey wave, pslsd 1993=0, ohs 1994=1, qlfs dec 2015=54
2333439
0
0
22
0
0. pslsd 1993
40144
1
1. ohs 1994
132469
2
2. ohs 1995
130787
3
3. ohs 1996
72890
4
4. ohs 1997
140015
5
5. ohs 1998
82253
6
6. ohs 1999
106650
7
7. lfs 00:1
38529
8
8. lfs 00:2
105370
9
9. lfs 01:1
107726
10
10. lfs 01:2
106439
11
11. lfs 02:1
109410
12
12. lfs 02:2
102480
13
13. lfs 03:1
100834
14
14. lfs 03:2
98767
15
15. lfs 04:1
98256
16
16. lfs 04:2
109888
17
17. lfs 05:1
110671
18
18. lfs 05:2
109079
19
19. lfs 06:1
108345
20
20. lfs 06:2
106900
21
21. lfs 07:1
109551
22
22. lfs 07:2
105986
23
23. qlfs 08:1
0
24
24. qlfs 08:2
0
25
25. qlfs 08:3
0
26
26. qlfs 08:4
0
27
27. qlfs 09:1
0
28
28. qlfs 09:2
0
29
29. qlfs 09:3
0
30
30. qlfs 09:4
0
31
31. qlfs 2010:1
0
32
32. qlfs 2010:2
0
33
33. qlfs 2010:3
0
34
34. qlfs 2010:4
0
35
35. qlfs 2011:1
0
36
36. qlfs 2011:2
0
37
37. qlfs 2011:3
0
38
38. qlfs 2011:4
0
39
39. qlfs 2012:1
0
40
40. qlfs 2012:2
0
41
41. qlfs 2012:3
0
42
42. qlfs 2012:4
0
43
43. qlfs 2013:1
0
44
44. qlfs 2013:2
0
45
45. qlfs 2013:3
0
46
46. qlfs 2013:4
0
47
47. qlfs 2014:1
0
48
48. qlfs 2014:2
0
49
49. qlfs 2014:3
0
50
50. qlfs 2014:4
0
51
51. qlfs 2015:1
0
52
52. qlfs 2015:2
0
53
53. qlfs 2015:3
0
54
54. qlfs 2015:4
0
55
55. qlfs 2016:1
0
56
56. qlfs 2016:2
0
57
57. qlfs 2016:3
0
58
58. qlfs 2016:4
0
59
59. qlfs 2017:1
0
60
60. qlfs 2017:2
0
61
61. qlfs 2017:3
0
62
62. qlfs 2017:4
0
63
63. qlfs 2018:1
0
64
64. qlfs 2018:2
0
65
65. qlfs 2018:3
0
66
66. qlfs 2018:4
0
67
67. qlfs 2019:1
0
68
68. qlfs 2019:2
0
69
69. qlfs 2019:3
0
70
70. qlfs 2019:4
0
71
71. qlfs 2020:1
0
72
72. qlfs 2020:2
0
73
73. qlfs 2020:3
0
74
74. qlfs 2020:4
0
75
75. qlfs 2021:1
0
76
76. qlfs 2021:2
0
77
77. qlfs 2021:3
0
78
78. qlfs 2021:4
0
79
79. qlfs 2022:1
0
80
80. qlfs 2022:2
0
81
81. qlfs 2022:3
0
82
82. qlfs 2022:4
0
83
83. qlfs 2023:1
0
84
84. qlfs 2023:2
0
85
85. qlfs 2023:3
0
86
86. qlfs 2023:4
0
87
87. qlfs 2024:1
0
88
88. qlfs 2024:2
0
89
89. qlfs 2024:3
0
90
90. qlfs 2024:4
0
91
91. qlfs 2025:1
0
92
92. qlfs 2025:2
0
earnings period
287124
2046315
2
4
1
1. per day
0
2
2. per week
69474
3
3. per month
214827
4
4. per year
2823
Sysmiss
2046315
earnings period, employees, ohs only
116635
2216804
1
4
1
1. per day
1514
2
2. per week
20657
3
3. per month
91947
4
4. per year
2517
Sysmiss
2216804
earnings period, self-employed, ohs only
19930
2313509
1
4
1
1. per day
353
2
2. per week
3659
3
3. per month
13715
4
4. per year
2203
Sysmiss
2313509
earnings in wage or self-employment, lfss
285541
2047898
0
5281000
888888
888888. not applicable
999999
999999. unspecified
8888888
8888888. not applicable
9999999
9999999. unspecified
total salary at main job: category
1104321
1229118
1
99
1
1. none
21449
2
2. r 1 - r 2 400 per annum
4569
3
3. r 2 401 - r 6 000 per annum
6030
4
4. r 6 001 - r 12 000 per annum
7377
5
5. r 12 001 - r 18 000 per annum
7473
6
6. r 18 001 - r 30 000 per annum
10298
7
7. r 30 001 - r 42 000 per annum
9147
8
8. r 42 001 - r 54 000 per annum
8215
9
9. r 54 001 - r 72 000 per annum
9403
10
10. r 72 001 - r 96 000 per annum
7026
11
11. r 96 001 - r 132 000 per annum
6211
12
12. r 132 001 - r 192 000 per annum
3782
13
13. r 192 001 - r 360 000 per annum
2522
14
14. r 360 001 or more per annum
1137
15
15. don't know
8075
16
16. refuse
12820
88
88. not applicable
947089
99
99. unspecified
31698
Sysmiss
1229118
wage employment earnings in ohss
58455
2274984
1
920920
888888
888888. not applicable
total net salary per month in employee main job. q3.13, ohs 94. incl ssa imputes
29988
2303451
0
52500
1465.73
1776.089
total salary at main job: category, for employees, ohs 96-99
116176
2217263
0
8888
0
0. missing
1655
1
1. none
228
2
2. r 1 - r 2 400 per annum
4811
3
3. r 2 401 - r 6 000 per annum
10349
4
4. r 6 001 - r 12 000 per annum
11334
5
5. r 12 001 - r 18 000 per annum
10300
6
6. r 18 001 - r 30 000 per annum
11010
7
7. r 30 001 - r 42 000 per annum
6117
8
8. r 42 001 - r 54 000 per annum
3697
9
9. r 54 001 - r 72 000 per annum
3010
10
10. r 72 001 - r 96 000 per annum
1607
11
11. r 96 001 - r 132 000 per annum
882
12
12. r 132 001 - r 192 000 per annum
570
13
13. r 192 001 - r 360 000 per annum
312
14
14. r 360 001 or more per annum
142
15
15. don't know
1665
8888
8888. not applicable
48487
Sysmiss
2217263
total salary at main job: category, for employees, ohs 95
103332
2230107
0
30
0
0. missing/not applicable
96791
1
1. no income
33
2
2. r1 - r999
1840
3
3. r1 000 - r1 249
552
4
4. r1 250 - r1 499
392
5
5. r1 500 - r1 999
554
6
6. r2 000 - r2 499
449
7
7. r2 500 - r2 999
478
8
8. r3 000 - r3 999
546
9
9. r4 000 - r5 999
543
10
10. r6 000 - r7 999
206
11
11. r8 000 - r9 999
77
12
12. r10 000 - r12 499
67
13
13. r12 500 - r14 999
22
14
14. r15 000 - r19 999
31
15
15. r20 000 - r24 999
31
16
16. r25 000 - r29 999
47
17
17. r30 000 - r39 999
79
18
18. r40 000 - r59 999
114
19
19. r60 000 - r79 999
79
20
20. r80 000 - r99 999
51
21
21. r100 000 - r124 999
28
22
22. r125 000 - r149 999
10
23
23. r150 000 - r199 999
15
24
24. r200 000 - r249 999
7
25
25. r250 000 - r299 999
5
26
26. r300 000 - r399 999
3
27
27. r400 000 - r499 999
0
28
28. r500 000 - r599 999
0
29
29. r600 000 and over
1
30
30. unspecified
281
Sysmiss
2230107
total monthly net salary at main job: category, for employees, ohs 94. as releas
29988
2303451
1
12
0
0. not applicable
0
1
1. none
71
2
2. r1 - r99
280
3
3. r100 - r199
1235
4
4. r200 - r499
4919
5
5. r500 - r999
6150
6
6. r1 000 - r1 999
9317
7
7. r2 000 - r3 999
5071
8
8. r4 000 - r7 999
1496
9
9. r8 000 - r15 999
238
10
10. r16 000 - r32 999
37
11
11. r33 000+
7
12
12. unspecified
1167
Sysmiss
2303451
self employment earnings in ohss
8387
2325052
1
2000000
1
25
2
38
3
4
5
3
6
2
7
1
8
5
9
2
10
19
11
2
12
4
13
1
15
18
16
1
17
1
18
4
20
58
21
2
22
3
23
1
25
23
26
2
28
1
30
42
32
1
33
2
35
11
36
5
38
5
40
44
42
1
43
1
44
2
45
17
46
12
47
2
48
4
49
1
50
220
52
2
54
3
55
5
56
1
58
3
60
113
63
2
65
11
66
1
67
5
68
3
70
51
72
2
75
34
76
1
77
2
78
2
80
122
81
5
82
2
83
1
84
3
85
11
87
7
88
3
90
51
92
4
95
5
96
1
97
1
98
1
99
2
100
387
102
1
105
5
106
3
107
1
108
8
110
24
113
2
114
2
115
8
117
2
119
1
120
139
125
14
127
1
130
36
132
1
133
2
135
3
136
1
138
7
140
22
141
3
142
2
145
2
150
293
152
2
153
2
154
1
155
4
156
1
160
42
163
9
165
6
167
3
168
1
170
18
172
1
175
5
180
75
185
2
186
1
190
6
195
2
197
1
200
549
201
3
205
1
207
1
209
1
210
14
212
2
213
1
217
5
220
25
225
6
230
16
231
2
232
1
233
5
235
1
238
1
240
27
242
1
249
1
250
190
252
1
260
16
262
1
264
2
270
13
275
6
280
27
287
1
288
3
290
6
291
1
298
1
300
444
304
2
305
1
310
5
313
1
315
1
317
1
320
15
324
1
325
4
330
4
333
2
334
1
335
2
338
1
340
6
342
2
345
1
346
1
347
3
350
123
353
1
355
1
358
1
360
14
367
1
368
1
370
6
375
4
379
1
380
8
383
1
384
3
385
2
390
8
395
2
399
1
400
320
403
1
405
1
408
2
410
8
417
2
420
10
425
5
426
1
430
5
433
3
435
1
440
8
450
95
453
1
458
1
460
2
465
2
467
2
470
2
472
1
475
5
480
12
490
3
491
1
492
1
498
1
499
4
500
433
501
2
510
1
513
1
520
1
525
1
529
1
530
1
540
5
545
1
550
19
560
6
563
1
565
1
567
1
570
1
575
1
577
1
578
1
580
1
583
1
585
1
590
1
595
2
600
231
608
1
620
4
623
1
625
1
630
1
636
1
638
1
640
2
648
1
650
25
656
1
658
2
660
1
667
1
670
2
680
5
683
1
691
1
692
1
695
1
700
133
720
7
730
1
740
1
749
1
750
34
755
2
765
1
770
1
780
5
784
1
790
2
795
1
800
217
808
1
810
1
813
1
820
1
833
2
840
5
850
19
864
1
873
1
875
1
879
1
890
2
900
81
903
1
908
1
920
1
925
1
930
2
940
1
949
1
950
12
960
4
964
1
975
2
990
4
999
4
1000
277
1001
2
1002
2
1004
1
1008
1
1025
1
1033
1
1039
1
1040
1
1050
3
1056
1
1073
1
1076
1
1083
1
1084
1
1085
1
1090
1
1092
1
1095
1
1100
21
1110
1
1120
1
1143
1
1148
1
1150
2
1151
1
1158
1
1167
2
1180
2
1185
1
1189
1
1190
2
1200
141
1225
1
1233
1
1240
1
1249
2
1250
18
1260
2
1270
2
1283
1
1300
28
1329
1
1330
1
1349
1
1350
1
1380
1
1386
1
1400
34
1416
1
1433
1
1440
3
1450
2
1482
1
1496
1
1499
1
1500
191
1501
3
1502
2
1520
1
1540
1
1558
1
1560
1
1590
1
1600
26
1610
1
1632
1
1650
2
1675
1
1680
5
1700
9
1733
1
1750
4
1760
1
1790
1
1800
42
1802
1
1820
1
1825
1
1849
1
1850
1
1900
7
1920
1
1936
1
1950
1
1990
1
2000
193
2002
2
2006
1
2083
2
2100
5
2160
1
2200
9
2250
5
2288
1
2300
6
2333
2
2400
26
2401
1
2450
2
2460
1
2475
1
2499
1
2500
105
2501
4
2541
1
2550
1
2600
5
2640
2
2650
1
2688
1
2700
6
2750
1
2760
2
2800
11
2850
1
2880
2
2970
1
2980
1
2999
1
3000
153
3002
1
3010
1
3013
1
3048
1
3060
1
3080
1
3120
2
3150
1
3166
1
3167
1
3200
6
3300
1
3333
1
3360
1
3387
1
3400
1
3417
1
3450
1
3500
40
3501
2
3600
17
3650
1
3700
1
3750
1
3800
8
3840
2
3900
2
3999
2
4000
80
4002
1
4020
1
4050
1
4083
1
4100
2
4167
2
4200
6
4240
1
4290
1
4300
3
4384
1
4400
1
4480
1
4500
23
4501
5
4550
1
4600
3
4700
3
4750
1
4800
7
4850
1
4900
1
5000
115
5002
1
5020
1
5040
1
5184
1
5200
2
5244
1
5400
4
5500
8
5600
1
5700
1
5717
1
5750
1
5800
2
5833
1
6000
82
6001
2
6400
3
6480
1
6499
1
6500
5
6600
1
6700
3
6800
1
6820
1
6920
1
7000
28
7007
1
7060
1
7167
1
7200
4
7239
1
7350
1
7416
1
7500
11
7600
2
7920
1
7991
1
7999
1
8000
60
8001
1
8002
1
8333
1
8400
2
8460
1
8500
7
8600
1
8707
1
8750
1
8800
1
9000
27
9500
3
9600
4
9800
2
9997
1
10000
51
10250
1
10800
1
10860
1
11000
9
11300
1
11500
2
12000
26
12500
4
13000
7
13200
4
13500
6
13512
1
13560
1
13600
2
13858
1
13900
1
14000
6
14400
1
14999
1
15000
31
15050
2
16000
10
16150
1
17000
2
17700
1
18000
12
18017
1
18200
1
19000
2
19500
1
19800
1
20000
29
20500
1
21000
1
21600
1
22000
2
22163
1
23000
1
24000
6
25000
8
25175
1
25200
1
26000
2
26800
2
28000
1
28002
1
30000
27
30001
1
31000
2
32000
1
33000
4
33600
1
34000
1
35000
7
36000
12
36500
1
37000
1
38000
2
39999
1
40000
15
40002
1
41000
1
41567
1
42000
3
42399
2
45000
7
47988
1
48000
4
49000
1
50000
21
51600
1
52000
1
53000
1
54000
3
55000
1
57000
1
58000
2
59000
1
60000
21
62000
2
63000
1
64000
2
65000
1
66000
1
67600
1
68000
1
70000
10
70001
1
71988
1
72000
4
73000
1
75000
4
76150
1
80000
9
82000
1
84000
2
85000
3
86000
2
88000
1
89000
1
90000
4
90002
1
96000
1
98900
1
99000
1
100000
7
105000
1
106000
1
110000
4
115000
1
117600
1
118002
1
120000
9
122087
1
124000
1
125000
2
127000
1
128000
1
130000
5
132001
1
133000
2
134600
1
140000
3
141145
1
144000
3
149000
1
150000
14
151000
1
158549
1
160000
1
162012
1
170000
1
175000
2
180000
1
192000
1
192032
1
199999
1
200000
15
210000
1
216000
1
224000
2
225000
2
230000
1
240000
5
250000
10
250015
1
260000
1
300000
7
307437
1
346640
1
350000
5
360000
1
360001
1
377000
1
380000
2
396000
1
400000
4
450000
6
480000
3
490000
1
500000
8
500010
1
550000
1
600000
7
615000
1
650000
1
700000
3
718000
1
720000
1
724000
1
750000
1
800000
2
816000
1
876000
1
888888
888888. not applicable
0
900000
1
1100000
2
1200000
1
1300000
1
2000000
1
Sysmiss
2325052
self-employment income q 3.19, calc per month by ssa, ohs 94. incl imputes.
103922
2229517
0
489742
0
98083
6
1
15
1
17
1
20
4
24
1
25
1
26
1
30
3
35
2
36
1
40
3
45
1
48
1
50
14
55
3
56
1
57
3
60
23
62
70
64
1
65
4
66
2
70
10
71
49
73
1
75
6
79
1
80
20
83
2
85
1
87
8
88
2
90
15
92
3
94
1
95
2
98
1
100
59
102
3
104
2
105
1
108
1
110
17
112
6
115
9
118
2
120
37
125
5
130
127
132
2
135
1
139
1
140
10
142
2
143
215
144
2
145
5
147
1
150
60
152
5
153
7
154
2
155
1
156
1
157
1
158
1
160
15
163
3
164
1
165
2
167
1
168
2
169
1
170
11
173
15
174
1
175
2
176
1
177
1
178
1
180
34
182
1
183
7
186
2
189
1
190
7
191
1
193
17
195
8
196
1
198
1
199
2
200
95
201
1
203
12
204
2
205
1
206
1
208
1
210
10
213
1
215
4
216
1
217
16
220
15
221
1
222
1
223
11
224
1
225
5
228
1
229
1
230
15
232
2
233
5
235
1
238
5
240
12
243
10
244
1
245
1
247
1
250
53
253
4
257
2
258
4
259
1
260
27
262
2
263
4
264
2
265
2
267
1
269
28
270
12
273
2
276
1
278
1
279
1
280
17
282
7
283
4
289
2
290
6
291
1
293
3
294
1
295
1
297
1
300
68
303
7
304
1
305
1
308
428
309
2
310
4
311
2
312
1
313
3
315
3
316
3
318
3
319
1
320
5
321
1
322
17
323
1
324
1
325
8
327
2
328
6
329
1
330
9
332
206
333
5
335
2
337
1
338
6
340
3
342
2
343
10
346
1
347
4
348
8
349
1
350
93
351
2
353
1
355
1
358
6
360
6
363
1
365
2
366
1
368
6
370
3
373
5
375
1
378
3
379
1
380
6
383
4
385
3
388
7
389
1
390
5
393
1
395
1
398
3
399
1
400
41
403
1
404
1
408
11
410
1
412
2
413
3
415
1
416
3
418
3
419
1
420
3
422
1
423
2
425
14
428
8
430
2
433
20
438
2
440
3
443
7
445
1
450
13
453
3
454
3
455
1
458
5
460
3
461
1
463
1
469
1
470
3
473
1
476
2
477
1
478
3
480
3
481
2
483
1
488
3
490
2
492
1
493
1
495
2
498
2
500
41
504
1
505
1
507
1
508
12
510
1
512
1
516
3
518
1
520
7
522
1
523
1
528
3
530
1
532
2
536
1
538
2
540
1
542
1
543
1
544
1
548
2
550
7
553
2
554
1
558
13
560
3
562
1
563
62
570
1
575
1
580
3
588
3
590
1
593
5
594
1
598
1
600
28
605
1
608
12
612
1
618
2
620
24
621
1
623
1
624
2
625
3
628
1
646
1
650
11
653
1
658
3
660
7
667
3
668
1
670
4
679
222
680
2
682
1
690
1
693
3
700
14
704
1
708
3
716
1
720
1
726
124
730
3
731
1
735
1
737
1
740
1
743
1
745
1
746
1
750
4
751
1
752
1
754
1
756
1
758
2
763
1
767
1
770
3
777
1
780
2
786
2
790
1
792
1
793
1
800
21
804
1
806
2
816
1
818
1
826
1
830
1
833
3
840
1
846
2
850
1
852
1
858
3
866
1
867
11
870
2
871
1
872
10
876
4
880
4
888
1
900
10
908
4
924
1
926
5
930
4
933
1
936
2
946
2
950
2
956
1
958
1
966
1
980
1
986
1
1000
40
1004
4
1011
2
1020
1
1026
1
1032
1
1040
1
1066
1
1083
1
1086
1
1096
1
1100
9
1106
1
1108
1
1120
1
1126
1
1166
1
1176
3
1178
1
1188
1
1200
13
1206
1
1213
1
1235
1
1250
1
1270
1
1290
1
1300
16
1305
1
1320
2
1325
274
1326
1
1333
2
1335
7
1346
1
1350
1
1352
1
1364
12
1374
1
1376
1
1384
1
1386
8
1388
1
1400
2
1417
1
1426
1
1428
1
1430
1
1436
1
1439
61
1500
13
1517
1
1526
2
1562
36
1564
2
1589
1
1600
8
1626
1
1650
2
1660
1
1664
1
1700
3
1716
1
1726
1
1733
3
1769
1
1800
4
1848
1
1850
2
1855
29
1950
9
1980
1
2000
26
2033
1
2040
1
2064
2
2083
1
2136
1
2167
12
2179
2
2194
1
2200
7
2246
1
2300
1
2383
1
2460
2
2500
11
2542
2
2600
2
2606
298
2667
2
2679
4
2708
1
2750
1
2770
5
2776
1
2800
3
2817
1
2860
31
2866
6
2939
5
2942
39
2945
1
3000
21
3033
2
3126
8
3146
1
3200
2
3207
1
3250
1
3300
2
3333
1
3467
4
3500
5
3700
1
3786
61
3900
1
3958
1
3960
1
4000
14
4143
5
4200
1
4333
2
4363
1
4400
2
4500
4
4741
1
4746
1
4767
1
4812
3
4840
1
5000
23
5103
328
5200
1
5417
1
5419
4
5500
2
5642
5
5742
20
5800
1
5833
2
5850
1
6000
5
6099
3
6276
1
6500
1
6600
1
6667
1
6787
1
6839
68
7000
1
7196
16
7304
14
7400
1
7500
2
7700
1
8000
8
8333
2
8500
1
8667
1
8800
2
8833
1
9000
2
9200
1
9500
1
10000
11
10244
1
10463
184
10667
2
11000
1
11293
15
11700
1
12000
4
12500
2
13000
2
13048
4
13200
1
14057
1
14938
11
15000
5
16000
3
16467
1
16667
3
16736
1
17033
2
17500
1
18333
1
18633
1
19760
1
20000
3
20600
1
21667
2
22113
2
22261
93
23760
1
24792
152
25000
7
25500
1
26400
2
26667
1
28250
1
30000
3
33333
1
35000
1
40000
3
41667
3
43333
1
45000
2
45340
2
45433
56
48000
1
49000
1
50000
5
55000
1
57332
2
60000
1
66667
1
70000
1
75000
3
77726
1
82071
34
94900
1
100000
2
112266
1
291667
1
297500
21
303333
1
489742
1
888888
888888. not applicable
0
Sysmiss
2229517
the original net income figure is imputed, ohs 94. see wittenberg (2008)
103922
2229517
0
1
0
0. no
87713
1
1. yes
16209
Sysmiss
2229517
est net income per month for employees, ohs 94. see wittenberg (2008)
29988
2303451
0
52500
1510.912
1866.344
the orig gross income from own acc figure is imputed, ohs 94. see wittenberg (20
103922
2229517
0
1
0
0. no
100464
1
1. yes
3458
Sysmiss
2229517
est gross income p/month in own acct activities, ohs 94. see wittenberg (2008)
103897
2229542
0
303333
261.689
3212.446
was salary/pay total pay or take home pay?
103922
2229517
0
2
0
0. not applicable
73759
1
1. total salary/pay before deductions
10517
2
2. take home pay
19646
Sysmiss
2229517
deduction amount
103221
2230218
0
12000
74.564
379.322
total income at main job: category, for self-employed 99 ohs
70715
2262724
1
8888
1
1. none
91
2
2. r 1 - r 2 400 per annum
605
3
3. r 2 401 - r 6 000 per annum
639
4
4. r 6 001 - r 12 000 per annum
520
5
5. r 12 001 - r 18 000 per annum
273
6
6. r 18 001 - r 30 000 per annum
321
7
7. r 30 001 - r 42 000 per annum
179
8
8. r 42 001 - r 54 000 per annum
138
9
9. r 54 001 - r 72 000 per annum
180
10
10. r 72 001 - r 96 000 per annum
79
11
11. r 96 001 - r 132 000 per annum
96
12
12. r 132 001 - r 192 000 per annum
89
13
13. r 192 001 - r 360 000 per annum
78
14
14. r 360 001 or more per annum
86
15
15. don't know
365
8888
8888. not applicable
66976
Sysmiss
2262724
total income at main job: category, for self-employed 96-98 ohs
5387
2328052
0
16
0
0. missing
513
1
1. none
50
2
2. r 1 - r 2 400 per annum
531
3
3. r 2 401 - r 6 000 per annum
728
4
4. r 6 001 - r 12 000 per annum
723
5
5. r 12 001 - r 18 000 per annum
454
6
6. r 18 001 - r 30 000 per annum
543
7
7. r 30 001 - r 42 000 per annum
333
8
8. r 42 001 - r 54 000 per annum
267
9
9. r 54 001 - r 72 000 per annum
256
10
10. r 72 001 - r 96 000 per annum
207
11
11. r 96 001 - r 132 000 per annum
220
12
12. r 132 001 - r 192 000 per annum
142
13
13. r 192 001 - r 360 000 per annum
150
14
14. r 360 001-r540 000 per annum
110
15
15. r540 001-r720 000 per annum
62
16
16. r720 001 or more per annum
98
Sysmiss
2328052
total income at main job: category, for self-employed 95 ohs
103332
2230107
0
30
0
0. missing/not applicable
101336
1
1. no income
55
2
2. r1 - r999
641
3
3. r1 000 - r1 249
109
4
4. r1 250 - r1 499
30
5
5. r1 500 - r1 999
53
6
6. r2 000 - r2 499
57
7
7. r2 500 - r2 999
39
8
8. r3 000 - r3 999
72
9
9. r4 000 - r5 999
98
10
10. r6 000 - r7 999
46
11
11. r8 000 - r9 999
32
12
12. r10 000 - r12 499
40
13
13. r12 500 - r14 999
29
14
14. r15 000 - r19 999
34
15
15. r20 000 - r24 999
36
16
16. r25 000 - r29 999
18
17
17. r30 000 - r39 999
36
18
18. r40 000 - r59 999
59
19
19. r60 000 - r79 999
38
20
20. r80 000 - r99 999
30
21
21. r100 000 - r124 999
48
22
22. r125 000 - r149 999
23
23
23. r150 000 - r199 999
36
24
24. r200 000 - r249 999
19
25
25. r250 000 - r299 999
17
26
26. r300 000 - r399 999
11
27
27. r400 000 - r499 999
9
28
28. r500 000 - r599 999
12
29
29. r600 000 and over
45
30
30. unspecified
224
Sysmiss
2230107
total monthly income at main job: category, for self-employed 94 ohs
103922
2229517
0
14
0
97939
1
1. none
69
2
2. r1 - r99
266
3
3. r100 - r199
725
4
4. r200 - r499
1525
5
5. r500 - r999
810
6
6. r1 000 - r1 999
593
7
7. r2 000 - r3 999
549
8
8. r4 000 - r7 999
501
9
9. r8 000 - r15 999
259
10
10. r16 000 - r31 999
280
11
11. r32 000- r63 999
80
12
12. r64 000- r127 999
43
13
13. r128 000+
24
14
14. unspecified
259
Sysmiss
2229517
expenses on goods in self-employment, ohs 96-98
14191
2319248
0
500000
1257.687
11859.128
expenses on renumeration in self-employment, ohs 96-98
14132
2319307
0
450000
659.763
6885.99
other expenses in self-employment, ohs 96-98
14112
2319327
0
500000
403.053
6043.891
total expenses in self-employment, ohs 94 and 95
206724
2126715
0
99998
144.005
2525.676
8592
2324847
0
180000
1711.231
3611.536
household id variable, as in original data
574202
0
person number
574202
0
1
27
1.717
1.137
survey wave, pslsd 1993=0, ohs 1994=1, qlfs dec 2015=54
574202
0
0
22
0
0. pslsd 1993
9602
1
1. ohs 1994
35044
2
2. ohs 1995
32000
3
3. ohs 1996
14692
4
4. ohs 1997
27021
5
5. ohs 1998
17452
6
6. ohs 1999
26130
7
7. lfs 00:1
11115
8
8. lfs 00:2
28593
9
9. lfs 01:1
30015
10
10. lfs 01:2
26420
11
11. lfs 02:1
28718
12
12. lfs 02:2
25564
13
13. lfs 03:1
25086
14
14. lfs 03:2
24787
15
15. lfs 04:1
24791
16
16. lfs 04:2
25506
17
17. lfs 05:1
26583
18
18. lfs 05:2
26661
19
19. lfs 06:1
27590
20
20. lfs 06:2
26966
21
21. lfs 07:1
27579
22
22. lfs 07:2
26287
23
23. qlfs 08:1
0
24
24. qlfs 08:2
0
25
25. qlfs 08:3
0
26
26. qlfs 08:4
0
27
27. qlfs 09:1
0
28
28. qlfs 09:2
0
29
29. qlfs 09:3
0
30
30. qlfs 09:4
0
31
31. qlfs 2010:1
0
32
32. qlfs 2010:2
0
33
33. qlfs 2010:3
0
34
34. qlfs 2010:4
0
35
35. qlfs 2011:1
0
36
36. qlfs 2011:2
0
37
37. qlfs 2011:3
0
38
38. qlfs 2011:4
0
39
39. qlfs 2012:1
0
40
40. qlfs 2012:2
0
41
41. qlfs 2012:3
0
42
42. qlfs 2012:4
0
43
43. qlfs 2013:1
0
44
44. qlfs 2013:2
0
45
45. qlfs 2013:3
0
46
46. qlfs 2013:4
0
47
47. qlfs 2014:1
0
48
48. qlfs 2014:2
0
49
49. qlfs 2014:3
0
50
50. qlfs 2014:4
0
51
51. qlfs 2015:1
0
52
52. qlfs 2015:2
0
53
53. qlfs 2015:3
0
54
54. qlfs 2015:4
0
55
55. qlfs 2016:1
0
56
56. qlfs 2016:2
0
57
57. qlfs 2016:3
0
58
58. qlfs 2016:4
0
59
59. qlfs 2017:1
0
60
60. qlfs 2017:2
0
61
61. qlfs 2017:3
0
62
62. qlfs 2017:4
0
63
63. qlfs 2018:1
0
64
64. qlfs 2018:2
0
65
65. qlfs 2018:3
0
66
66. qlfs 2018:4
0
67
67. qlfs 2019:1
0
68
68. qlfs 2019:2
0
69
69. qlfs 2019:3
0
70
70. qlfs 2019:4
0
71
71. qlfs 2020:1
0
72
72. qlfs 2020:2
0
73
73. qlfs 2020:3
0
74
74. qlfs 2020:4
0
75
75. qlfs 2021:1
0
76
76. qlfs 2021:2
0
77
77. qlfs 2021:3
0
78
78. qlfs 2021:4
0
79
79. qlfs 2022:1
0
80
80. qlfs 2022:2
0
81
81. qlfs 2022:3
0
82
82. qlfs 2022:4
0
83
83. qlfs 2023:1
0
84
84. qlfs 2023:2
0
85
85. qlfs 2023:3
0
86
86. qlfs 2023:4
0
87
87. qlfs 2024:1
0
88
88. qlfs 2024:2
0
89
89. qlfs 2024:3
0
90
90. qlfs 2024:4
0
91
91. qlfs 2025:1
0
92
92. qlfs 2025:2
0
real monthly earnings, in dec 2023 rands.
373435
200767
0
1910182.375
7424.564
15189.097
540804
33398
0
1910182.375
9743.873
19245.568
540804
33398
0
1910182.375
9795.07
20448.941
540804
33398
0
1910182.375
9765.924
19932.931
540804
33398
0
1910182.375
9768.461
18925.068
540804
33398
0
1910182.375
9791.226
19961.701
540804
33398
0
1910182.375
9792.769
19460.466
540804
33398
0
1910182.375
9780.178
19648.001
540804
33398
0
1910182.375
9778.478
19276.891
540804
33398
0
1910182.375
9794.478
19711.994
540804
33398
0
1910182.375
9781.633
19911.508
372176
202026
0
1910182.375
7449.68
15208.616
372176
202026
0
756333.938
3154.519
6262.756
540804
33398
0
756333.938
4093.437
7938.368
540804
33398
0
756333.938
4115.196
8416.399
540804
33398
0
756333.938
4100.772
8135.153
540804
33398
0
756333.938
4104.351
7831.625
540804
33398
0
756333.938
4113.659
8221.932
540804
33398
0
756333.938
4112.578
8066.867
540804
33398
0
756333.938
4106.791
8071.787
540804
33398
0
756333.938
4107.524
7967.578
540804
33398
0
756333.938
4114.782
8178.088
540804
33398
0
756333.938
4107.971
8237.437