Post Apartheid Labour Market Series 1993-2019
South Africa, 1993 - 2019
Get Microdata
Reference ID
ZAF_1993-2019_PALMS_v01_M
Producer(s)
Andrew Kerr, David Lam, Martin Wittenberg
Collection(s)
Metadata
Created on
Jan 27, 2012
Last modified
May 26, 2020
Page views
33993
Downloads
4915
3 digit industry SIC code, OHS 99+LFS (industry)
Data file: palmsv3.3-stata11
Overview
Valid:
1175313
Invalid:
4847235
Mean:
1072.781
Type:
Discrete
Decimal:
0
Start:
141
End:
144
Width:
4
Range:
0 - 9999
Format:
Numeric
Questions and instructions
Categories
| Value | Category | Cases | |
|---|---|---|---|
| 0 | 0. Invalid Code | 5 |
0%
|
| 10 | 10. Private Households With Employed Persons | 45376 |
3.9%
|
| 13 | 1 |
0%
|
|
| 14 | 1 |
0%
|
|
| 15 | 2 |
0%
|
|
| 20 | 20. Exterritorial Organisations | 98 |
0%
|
| 25 | 1 |
0%
|
|
| 30 | 30. Representatives Of Foreign Governments | 47 |
0%
|
| 34 | 1 |
0%
|
|
| 40 | 1 |
0%
|
|
| 41 | 1 |
0%
|
|
| 43 | 1 |
0%
|
|
| 46 | 1 |
0%
|
|
| 50 | 2 |
0%
|
|
| 60 | 60. Not Elsewhere Classified | 2 |
0%
|
| 62 | 1 |
0%
|
|
| 80 | 1 |
0%
|
|
| 86 | 1 |
0%
|
|
| 90 | 90. Other Activities Not Adequately Defined | 683 |
0.1%
|
| 110 | 110. Growing Of Crops | 35 |
0%
|
| 111 | 111. Growing Of Grains (Eg. Maize, Wheat, Barley Etc.), Oil Seeds (Eg. Sunflowers) And Ground Nuts (Eg. Peanuts) | 7902 |
0.7%
|
| 112 | 112. Growing Of Vegetables | 12330 |
1%
|
| 113 | 113. Growing Of Other Horticultural Specialities And Nursery Products | 1059 |
0.1%
|
| 114 | 114. Growing Of Fruit | 8656 |
0.7%
|
| 115 | 115. Growing Of Vineyards | 5852 |
0.5%
|
| 116 | 116. Growing Sugar Cane | 3685 |
0.3%
|
| 117 | 117. Growing Of Cotton | 102 |
0%
|
| 118 | 118. Growing Of Other Crops (Eg. Spices) / Unspesified (Where No Other Details Are Given) | 1356 |
0.1%
|
| 120 | 120. Farming Of Animals | 12 |
0%
|
| 121 | 121. Animals For Meat, Including Breeding But Excluding Chicken, Game Or Horses | 9567 |
0.8%
|
| 122 | 122. Chickens, Including Breeding And Slaughtering | 2129 |
0.2%
|
| 123 | 123. Horses | 185 |
0%
|
| 124 | 124. Dairy Farming, Including Milk Etc. | 1412 |
0.1%
|
| 125 | 125. Sheep | 2815 |
0.2%
|
| 126 | 126. Ostrich | 319 |
0%
|
| 127 | 127. Goats | 548 |
0%
|
| 128 | 128. Farming With Animals, Unspecified (Ie Where No Other Details Are Available) | 451 |
0%
|
| 129 | 129. Other Animal Farming: Production Of Animal Products Nec. | 165 |
0%
|
| 130 | 130. Production Of Organic Fertilizer | 37 |
0%
|
| 131 | 2 |
0%
|
|
| 132 | 1 |
0%
|
|
| 140 | 140. Forestry, Logging And Related Services | 24 |
0%
|
| 141 | 141. Forestry And Related Services | 3777 |
0.3%
|
| 142 | 142. Logging And Related Services | 407 |
0%
|
| 150 | 150. Fishing, Operational Of Fish Hatcheries And Fish Farms | 1 |
0%
|
| 151 | 151. Ocean And Coastal Fishing | 355 |
0%
|
| 152 | 152. Rivers And Dams (Ie. Inland Fishing) | 145 |
0%
|
| 153 | 153. Fish Hatcheries And Fish Farms | 75 |
0%
|
| 160 | 160. Growing Of Crops Combined With Farming Of Animals | 4111 |
0.3%
|
| 170 | 170. Agricultural And Animal Husbandry Services, | 13 |
0%
|
| 171 | 171. Animal Boarding Activities Without Health Care | 48 |
0%
|
| 172 | 172. Pest Control In Connection With Agriculture | 64 |
0%
|
| 173 | 173. Farm Development, Orchards And Field Preparation | 31 |
0%
|
| 174 | 174. Providing Agricultural Machinery With Drivers And Crew | 20 |
0%
|
| 175 | 175. Harvesting And Related Activities Such As The Preparation Of The Crop For Pramary Markets By Cleaning, | 201 |
0%
|
| 176 | 176. Landscaping Gardening And Planning And Design In Connection With Planting, Sticking, Trimming, | 338 |
0%
|
| 177 | 177. Artificial Insemination, Herd Testing | 0 |
0%
|
| 178 | 178. Manure Gathering, Sheep Dipping And Sheering, Egg Cleaning And Grading | 15 |
0%
|
| 180 | 180. Game Hunting, Trapping And Game Propagation, Iincluding | 2 |
0%
|
| 181 | 181. Game Propagation | 54 |
0%
|
| 182 | 182. Hunting And Trapping, Including Related Services | 52 |
0%
|
| 183 | 183. Game Breeding | 39 |
0%
|
| 190 | 190. Farming, Unspecified | 935 |
0.1%
|
| 201 | 1 |
0%
|
|
| 210 | 210. Mining Of Coal And Lignite | 1943 |
0.2%
|
| 221 | 221. Extraction Of Crude Petroleum And Natural Gas; | 14 |
0%
|
| 230 | 230. Mining Of Gold And Uranium Ore | 9987 |
0.8%
|
| 240 | 240. Mining Of Metal Ores | 33 |
0%
|
| 241 | 241. Mining Of Iron Ore | 584 |
0%
|
| 242 | 242. Mining Of Non-Ferrous Metal Ores | 4237 |
0.4%
|
| 250 | 250. Other Mining And Quarrying | 8 |
0%
|
| 251 | 251. Stone Quarrying, Clay And Sandpits | 441 |
0%
|
| 252 | 252. Mining Of Diamonds (Inclu-Ding Alluvial Diamonds) | 1421 |
0.1%
|
| 253 | 253. Mining And Quarrying N.E.C. | 578 |
0%
|
| 290 | 290. Service Activities Incidental To Mining Of Minerals | 56 |
0%
|
| 300 | 300. Manufacture Of Food Products, Beverages And Tobacco Products | 2 |
0%
|
| 301 | 301. Production, Processing And Preservation Of Meat, Fish, Fruit, Vegetables, | 2973 |
0.3%
|
| 302 | 302. Manufacture Of Dairy Products | 816 |
0.1%
|
| 303 | 303. Manufacture Of Grain Mill Products, Starches And Starch Products And | 740 |
0.1%
|
| 304 | 304. Manufacture Of Other Food Products | 2892 |
0.2%
|
| 305 | 305. Manufacture Of Beverages | 2075 |
0.2%
|
| 306 | 306. Manufacture Of Tobacco Products | 143 |
0%
|
| 309 | 1 |
0%
|
|
| 310 | 310. Manufacture Of Textiles, Clothing And Leather Goods | 22 |
0%
|
| 311 | 311. Spinning, Weaving And Finishing Of Textiles | 656 |
0.1%
|
| 312 | 312. Manufacture Of Other Textiles | 1660 |
0.1%
|
| 313 | 313. Manufacture Of Knitted And Crocheted Fabrics And Articles | 672 |
0.1%
|
| 314 | 314. Manufacture Of Wearing Apparel, Except Fur Apparel | 7199 |
0.6%
|
| 315 | 315. Dressing And Dyeing Of Fur; Manufacture Of Articles Of Fur | 30 |
0%
|
| 316 | 316. Tanning And Dressing Of Leather; Manufacture Of Luggage, Handbag, | 328 |
0%
|
| 317 | 317. Manufacture Of Footwear | 770 |
0.1%
|
| 320 | 320. Manufacture Of Wood And Of Products Of Wood And Cork, Except | 5 |
0%
|
| 321 | 321. Sawmilling And Planing Of Wood | 679 |
0.1%
|
| 322 | 322. Manufacture Of Products Of Wood, Cork, Straw And | 2187 |
0.2%
|
| 323 | 323. Manufacture Of Paper And Paper Products | 1135 |
0.1%
|
| 324 | 324. Publishing | 483 |
0%
|
| 325 | 325. Printing And Service Activities Related To Printing | 1277 |
0.1%
|
| 326 | 326. Reproduction Of Recorded Media | 13 |
0%
|
| 330 | 330. Manufacture Of Coke, Refined Petroleum Products And Nuclear Fuel; | 12 |
0%
|
| 331 | 331. Manufacture Of Coke Oven Products | 84 |
0%
|
| 332 | 332. Petroleum Refineries / Synthesisers | 970 |
0.1%
|
| 333 | 333. Processing Of Nuclear Fuel | 28 |
0%
|
| 334 | 334. Manufacture Of Basic Chemicals | 442 |
0%
|
| 335 | 335. Manufacture Of Other Chemical Products | 1778 |
0.2%
|
| 336 | 336. Manufacture Of Manmade Fibres | 9 |
0%
|
| 337 | 337. Manufacture Of Rubber Products | 761 |
0.1%
|
| 338 | 338. Manufacture Of Plastic Products | 1288 |
0.1%
|
| 340 | 340. Manufacture Of Other Non-Metallic Mineral Products | 2 |
0%
|
| 341 | 341. Manufacture Of Glass And Glass Products | 487 |
0%
|
| 342 | 342. Manufacture Of Non-Metallic Mineral Products N.E.C | 3268 |
0.3%
|
| 350 | 350. Manufacture Of Basic Metals, Fabricated Metal Products Machinery And | 7 |
0%
|
| 351 | 351. Manufacture Of Basic Iron And Steel | 2475 |
0.2%
|
| 352 | 352. Manufacture Of Basic Precious And Non-Ferrous Metals | 595 |
0.1%
|
| 353 | 353. Casting Of Metals | 355 |
0%
|
| 354 | 354. Manufacture Of Structural Metal Products, Tanks, Reservoirs And | 2046 |
0.2%
|
| 355 | 355. Manufacture Of Other Fabricated Metal Products; Metalwork Service | 2411 |
0.2%
|
| 356 | 356. Manufacture Of General Purpose Machinery | 602 |
0.1%
|
| 357 | 357. Manufacture Of Special Purpose Machinery | 945 |
0.1%
|
| 358 | 358. Manufacture Of Household Appliances N.E.C. | 652 |
0.1%
|
| 359 | 359. Manufacture Of Office, Accounting And Computing Machinery | 206 |
0%
|
| 360 | 360. Manufacture Of Electrical Machinery And Apparatus N.E.C. | 9 |
0%
|
| 361 | 361. Manufacture Of Electric Motors, Generators And Transformers | 77 |
0%
|
| 362 | 362. Manufacture Of Electricity Distribution And Control Apparatus | 129 |
0%
|
| 363 | 363. Manufacture Of Insulated Wire And Cable | 262 |
0%
|
| 364 | 364. Manufacture Of Accumulators, Primary Cells And Primary Batteries | 90 |
0%
|
| 365 | 365. Manufacture Of Electric Lamps And Lighting Equipment | 91 |
0%
|
| 366 | 366. Manufacture Of Other Electrical Equipment N.E.C. | 296 |
0%
|
| 370 | 370. Manufacture Of Radio, Television And Communication Equipment And | 11 |
0%
|
| 371 | 371. Manufacture Of Electronic Valves And Tubes And Other Electronic | 84 |
0%
|
| 372 | 372. Manufacture Of Television And Radio Transmitters And Apparatus For | 102 |
0%
|
| 373 | 373. Manufacture Of Television And Radio Receivers, Sound Or Video Recording | 89 |
0%
|
| 374 | 374. Manufacture Of Medical Appliances And Instruments And Appliances For | 237 |
0%
|
| 375 | 375. Manufacture Of Optical Instruments And Photographic Equipment | 30 |
0%
|
| 376 | 376. Manufacture Of Watches And Clocks | 4 |
0%
|
| 380 | 380. Manufacture Of Transport Equipment | 6 |
0%
|
| 381 | 381. Manufacture Of Motor Vehicles | 1408 |
0.1%
|
| 382 | 382. Manufacture Of Bodies (Coachwork) For Motor Vehicles; | 187 |
0%
|
| 383 | 383. Manufacture Of Parts And Accessories For Motor | 1377 |
0.1%
|
| 384 | 384. Building And Repairing Of Ships And Boats | 156 |
0%
|
| 385 | 385. Manufacture Of Railway And Tramway Locomotives And | 46 |
0%
|
| 386 | 386. Manufacture Of Aircraft And Spacecraft | 54 |
0%
|
| 387 | 387. Manufacture Of Transport Equipment N.E.C. | 52 |
0%
|
| 390 | 390. Manufacture Of Furniture; Manufacturing N.E.C.; | 3 |
0%
|
| 391 | 391. Manufacture Of Furniture | 1527 |
0.1%
|
| 392 | 392. Manufacturing N.E.C. | 799 |
0.1%
|
| 395 | 395. Recycling N.E.C. | 578 |
0%
|
| 410 | 410. Electricity, Gas, Steam And Hot Water Supply | 24 |
0%
|
| 411 | 411. Production, Collection And Distribution Of Electricity | 2089 |
0.2%
|
| 412 | 412. Manufacture Of Gas; Distribution Of Gaseous Fuels Through Mains | 60 |
0%
|
| 413 | 413. Steam And Hot Water Supply | 29 |
0%
|
| 420 | 420. Collection, Purification And Distribution Of Water | 934 |
0.1%
|
| 463 | 1 |
0%
|
|
| 500 | 500. Construction | 3 |
0%
|
| 501 | 501. Site Preparation | 26 |
0%
|
| 502 | 502. Building Of Complete Constructions Or Parts Thereof; Civil Engineering | 19148 |
1.6%
|
| 503 | 503. Building Installation | 3269 |
0.3%
|
| 504 | 504. Building Completion | 3120 |
0.3%
|
| 505 | 505. Renting Of Construction Of Demolition Equipment With Operators | 25 |
0%
|
| 507 | 1 |
0%
|
|
| 610 | 610. Wholesale And Commission Trade, Except Of Motor Vehicles And Motor | 6 |
0%
|
| 611 | 611. Wholesale Trade On A Fee Or Contract Basis | 421 |
0%
|
| 612 | 612. Wholesale Trade In Agricultural Raw Materials, Livestock, Food, | 1618 |
0.1%
|
| 613 | 613. Wholesale Trade In House-Hold Goods | 420 |
0%
|
| 614 | 614. Wholesale Trade In Non-Agricultural Intermediate Products, Waste | 899 |
0.1%
|
| 615 | 615. Wholesale Trade In Machinery, Equipment And Supplies | 205 |
0%
|
| 619 | 619. Other Wholesale Trade | 245 |
0%
|
| 620 | 620. Retail Trade, Except Of Motor Vehicles And Motor Cycles; Repair Of | 9 |
0%
|
| 621 | 621. Non-Specialised Retail Trade In Stores | 9995 |
0.9%
|
| 622 | 622. Retail Trade In Food, Beverages And Tobacco In Specialised Stores | 5922 |
0.5%
|
| 623 | 623. Other Retail Trade In New Goods In Specialised Stores | 14857 |
1.3%
|
| 624 | 624. Retail Trade In Second-Hand Goods In Stores | 78 |
0%
|
| 625 | 625. Retail Trade Not In Stores | 27509 |
2.3%
|
| 626 | 626. Repair Of Personal And Household Goods | 2241 |
0.2%
|
| 630 | 630. Sale, Maintenance And Repair Of Motor Vehicles And Motor Cycles; | 9 |
0%
|
| 631 | 631. Sale Of Motor Vehicles | 1383 |
0.1%
|
| 632 | 632. Maintenance And Re-Pair Of Motor Vehicles | 6411 |
0.5%
|
| 633 | 633. Sale Of Motor Vehicle Parts And Accessories | 1307 |
0.1%
|
| 634 | 634. Sale, Maintenance And Repair Of Motor Cycles And Related Parts And | 103 |
0%
|
| 635 | 635. Retail Sale Of Automotive Fuel | 2903 |
0.2%
|
| 640 | 640. Hotels And Restaurants | 11 |
0%
|
| 641 | 641. Hotels, Camping Sites And Other Provision Of Short Stay | 3883 |
0.3%
|
| 642 | 642. Restaurants, Bars And Canteens | 6639 |
0.6%
|
| 643 | 643. Shebeen | 2975 |
0.3%
|
| 672 | 1 |
0%
|
|
| 673 | 2 |
0%
|
|
| 675 | 1 |
0%
|
|
| 710 | 710. Land Transport; Transport Via Pipelines | 3 |
0%
|
| 711 | 711. Railway Transport | 2080 |
0.2%
|
| 712 | 712. Other Land Transport | 10072 |
0.9%
|
| 713 | 713. Transport Via Pipelines | 12 |
0%
|
| 714 | 1 |
0%
|
|
| 717 | 1 |
0%
|
|
| 720 | 720. Water Transport | 26 |
0%
|
| 721 | 721. Sea And Coastal Water Transport | 353 |
0%
|
| 722 | 722. Inland Water Transport | 33 |
0%
|
| 730 | 730. Air Transport | 512 |
0%
|
| 741 | 741. Supporting And Auxiliary Transport Activities; Activities Of Travel | 1463 |
0.1%
|
| 750 | 750. Post And Telecommunication | 20 |
0%
|
| 751 | 751. Postal And Related Courier Activities | 974 |
0.1%
|
| 752 | 752. Telecommunication | 2342 |
0.2%
|
| 810 | 810. Financial Intermediation, Except Insurance And Pension Funding | 2 |
0%
|
| 811 | 811. Monetary Intermediation | 3817 |
0.3%
|
| 818 | 818. Cash Loans | 546 |
0%
|
| 819 | 819. Other Financial Intermediation N.E.C. | 783 |
0.1%
|
| 820 | 1 |
0%
|
|
| 821 | 821. Insurance And Pension Funding, Except Compulsory Social Security | 2596 |
0.2%
|
| 830 | 830. Activities Auxiliary To Financial Intermediation | 1 |
0%
|
| 831 | 831. Activities Auxiliary To Financial Intermediation, Except Insurance And | 204 |
0%
|
| 832 | 832. Activities Auxiliary To Insurance And Pension Funding | 13 |
0%
|
| 840 | 840. Real Estate Activities | 2 |
0%
|
| 841 | 841. Real Estate Activities With Own Or Leased Property | 1506 |
0.1%
|
| 842 | 842. Real Estate Activities On A Fee Or Contract Basis | 213 |
0%
|
| 850 | 850. Renting Of Machinery And Equipment, Without Operator And Of Personal | 1 |
0%
|
| 851 | 851. Renting Of Transport Equipment | 160 |
0%
|
| 852 | 852. Renting Of Other Machinery And Equipment | 149 |
0%
|
| 853 | 853. Renting Of Personal And Household Goods N.E.C. | 150 |
0%
|
| 860 | 860. Computer And Related Activities | 18 |
0%
|
| 861 | 861. Hardware Consultancy | 182 |
0%
|
| 862 | 862. Software Consultancy And Supply | 688 |
0.1%
|
| 863 | 863. Data Processing | 38 |
0%
|
| 864 | 864. Data Base Activities | 95 |
0%
|
| 865 | 865. Maintenance And Repair Of Office, Accounting And Computing | 154 |
0%
|
| 869 | 869. Other Computer Related Activities | 207 |
0%
|
| 870 | 870. Research And Development | 1 |
0%
|
| 871 | 871. Research And Experimental Development On Natural Sciences And | 516 |
0%
|
| 872 | 872. Research And Experimental Develop-Ment On Social Sciences And | 23 |
0%
|
| 880 | 880. Other Business Activities | 1 |
0%
|
| 881 | 881. Legal, Accounting, Bookkeeping And Auditing Activities; | 3218 |
0.3%
|
| 882 | 882. Architectural, Engineering And Other Technical Activities | 1361 |
0.1%
|
| 883 | 883. Advertising | 531 |
0%
|
| 888 | 888. Not applicable | 690841 |
58.8%
|
| 889 | 889. Business Activities N.E.C. | 12844 |
1.1%
|
| 910 | 910. Public Administration And Defence Activities | 67 |
0%
|
| 911 | 911. Central Government Activi-Ties | 4569 |
0.4%
|
| 912 | 912. Regional Services Council Activities | 98 |
0%
|
| 913 | 913. Local Authority Activities | 6994 |
0.6%
|
| 914 | 914. Provincial Administrations | 735 |
0.1%
|
| 915 | 915. S A Defence Force | 1679 |
0.1%
|
| 916 | 916. S A Police Service | 5204 |
0.4%
|
| 917 | 917. Correctional Service | 1618 |
0.1%
|
| 919 | 1 |
0%
|
|
| 920 | 920. Education | 26947 |
2.3%
|
| 923 | 1 |
0%
|
|
| 930 | 930. Health And Social Work | 41 |
0%
|
| 931 | 931. Human Health Activities | 16623 |
1.4%
|
| 932 | 932. Veterinary Activities | 170 |
0%
|
| 933 | 933. Social Work Activities | 4100 |
0.3%
|
| 940 | 940. Other Community, Social And Personal Service Activities | 1502 |
0.1%
|
| 941 | 1 |
0%
|
|
| 950 | 950. Activities Of Membership Organisations N.E.C. | 2 |
0%
|
| 951 | 951. Activities Of Business, Employers And Professional Organisations | 232 |
0%
|
| 952 | 952. Activities Of Trade Unions | 64 |
0%
|
| 959 | 959. Activities Of Other Member-Ship Organisations | 1465 |
0.1%
|
| 960 | 960. Recreational, Cultural And Sporting Activities | 10 |
0%
|
| 961 | 961. Motion Picture, Radio, Television And Other Entertainment | 663 |
0.1%
|
| 962 | 962. News Agency Activities | 165 |
0%
|
| 963 | 963. Library, Archives, Museums And Other Cultural Activities | 857 |
0.1%
|
| 964 | 964. Sporting And Other Recreational Activities | 1687 |
0.1%
|
| 970 | 2 |
0%
|
|
| 971 | 1 |
0%
|
|
| 988 | 988. Begging | 63 |
0%
|
| 990 | 990. Other Service Activities | 3858 |
0.3%
|
| 998 | 18 |
0%
|
|
| 999 | 999. Unspecified | 1036 |
0.1%
|
| 8888 | 8888. Not applicable | 48563 |
4.1%
|
| 9999 | 9999. Unspecified | 0 |
0%
|
| Sysmiss | 4847235 |
Warning: these figures indicate the number of cases found in the data file. They cannot be interpreted as summary statistics of the population of interest.