Post Apartheid Labour Market Series 1993-2019
South Africa, 1993 - 2019
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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
33992
Downloads
4915
3 digit industry SIC code OHS96-98 +QLFS (industry2)
Data file: palmsv3.3-stata11
Overview
Valid:
2574838
Invalid:
3447710
Mean:
837.438
Type:
Discrete
Decimal:
0
Start:
145
End:
147
Width:
3
Range:
0 - 999
Format:
Numeric
Questions and instructions
Categories
| Value | Category | Cases | |
|---|---|---|---|
| 0 | 1 |
0%
|
|
| 10 | 10. Private Households With Employed Persons | 93555 |
3.6%
|
| 20 | 20. Exterritorial Organisations | 36 |
0%
|
| 30 | 30. Representatives Of Foreign Governments | 187 |
0%
|
| 60 | 60. Not Elsewhere Classified | 1 |
0%
|
| 62 | 1 |
0%
|
|
| 90 | 90. Other Activities Not Adequately Defined | 2207 |
0.1%
|
| 110 | 110. Agriculture, Hunting, Forestry And Fishing | 514 |
0%
|
| 111 | 111. Growing Of Crops | 32780 |
1.3%
|
| 112 | 112. Farming Of Animals | 15214 |
0.6%
|
| 113 | 113. Growing Of Crops Combined With Farming Of Animals(Mixed Farming) | 6399 |
0.2%
|
| 114 | 114. Agricultural And Animal Husbandry Services, Except Veterinary Activities | 693 |
0%
|
| 115 | 115. Game Hunting, Trapping And Game Propagation, Including Related Services | 204 |
0%
|
| 116 | 116. Production Of Organic Fertilizer | 62 |
0%
|
| 120 | 120. Forestry, Logging And Related Services | 184 |
0%
|
| 121 | 121. Forestry And Related Services | 3274 |
0.1%
|
| 122 | 122. Logging And Related Services | 560 |
0%
|
| 130 | 130. Fishing, Operational Of Fish Hatcheries And Fish Farms | 41 |
0%
|
| 131 | 131. Ocean And Coastal Fishing | 382 |
0%
|
| 132 | 132. Fish Hatcheries And Fish Farms | 201 |
0%
|
| 202 | 1 |
0%
|
|
| 210 | 210. Mining Of Coal And Lignite | 4528 |
0.2%
|
| 212 | 1 |
0%
|
|
| 221 | 221. Extraction Of Crude Petroleum And Natural Gas; Service Activities Incidental To Oil And Gas Extraction, Excluding Surveying | 17 |
0%
|
| 230 | 230. Mining Of Gold And Uranium Ore | 7743 |
0.3%
|
| 232 | 2 |
0%
|
|
| 236 | 1 |
0%
|
|
| 240 | 240. Mining Of Metal Ores | 30 |
0%
|
| 241 | 241. Mining Of Iron Ore | 1184 |
0%
|
| 242 | 242. Mining Of Non-Ferrous Metal Ores | 10526 |
0.4%
|
| 250 | 250. Other Mining And Quarrying | 92 |
0%
|
| 251 | 251. Stone Quarrying, Clay And Sandpits | 564 |
0%
|
| 252 | 252. Mining Of Diamonds (Including Alluvial Diamonds) | 1432 |
0.1%
|
| 253 | 253. Mining And Quarrying N.E.C. | 1529 |
0.1%
|
| 261 | 1 |
0%
|
|
| 262 | 1 |
0%
|
|
| 280 | 1 |
0%
|
|
| 281 | 2 |
0%
|
|
| 290 | 290. Service Activities Incidental To Mining Of Minerals | 26 |
0%
|
| 300 | 300. Manufacture Of Food Products, Beverages And Tobacco Products | 51 |
0%
|
| 301 | 301. Production, Processing And Preservation Of Meat, Fish, Fruit, Vegetables, Oils And Fats | 6270 |
0.2%
|
| 302 | 302. Manufacture Of Dairy Products | 2229 |
0.1%
|
| 303 | 303. Manufacture Of Grain Mill Products, Starches And Starch Products And Prepared Animal Feeds | 1891 |
0.1%
|
| 304 | 304. Manufacture Of Other Food Products | 7629 |
0.3%
|
| 305 | 305. Manufacture Of Beverages | 5368 |
0.2%
|
| 306 | 306. Manufacture Of Tobacco Products | 267 |
0%
|
| 308 | 1 |
0%
|
|
| 310 | 310. Manufacture Of Textiles, Clothing And Leather Goods | 301 |
0%
|
| 311 | 311. Spinning, Weaving And Finishing Of Textiles | 1000 |
0%
|
| 312 | 312. Manufacture Of Other Textiles | 3431 |
0.1%
|
| 313 | 313. Manufacture Of Knitted And Crocheted Fabrics And Articles | 877 |
0%
|
| 314 | 314. Manufacture Of Wearing Apparel, Except Fur Apparel | 11435 |
0.4%
|
| 315 | 315. Dressing And Dyeing Of Fur; Manufacture Of Articles Of Fur | 12 |
0%
|
| 316 | 316. Tanning And Dressing Of Leather; Manufacture Of Luggage, Handbag, | 821 |
0%
|
| 317 | 317. Manufacture Of Footwear | 1386 |
0.1%
|
| 318 | 3 |
0%
|
|
| 320 | 320. Manufacture Of Wood And Of Products Of Wood And Cork, Except | 59 |
0%
|
| 321 | 321. Sawmilling And Planing Of Wood | 1077 |
0%
|
| 322 | 322. Manufacture Of Products Of Wood, Cork, Straw And Plaiting Material | 4042 |
0.2%
|
| 323 | 323. Manufacture Of Paper And Paper Products | 2724 |
0.1%
|
| 324 | 324. Publishing | 1264 |
0%
|
| 325 | 325. Printing And Service Activities Related To Printing | 3666 |
0.1%
|
| 326 | 326. Reproduction Of Recorded Media | 22 |
0%
|
| 328 | 1 |
0%
|
|
| 330 | 330. Manufacture Of Coke, Refined Petroleum Products And Nuclear Fuel; Manufacture Of Chemicals And Chemical Products; Manufacture Ofrubber And Plastic Products | 21 |
0%
|
| 331 | 331. Manufacture Of Coke Oven Products | 210 |
0%
|
| 332 | 332. Petroleum Refineries / Synthesisers | 2700 |
0.1%
|
| 333 | 333. Processing Of Nuclear Fuel | 71 |
0%
|
| 334 | 334. Manufacture Of Basic Chemicals | 996 |
0%
|
| 335 | 335. Manufacture Of Other Chemical Products | 5102 |
0.2%
|
| 336 | 336. Manufacture Of Manmade Fibers | 14 |
0%
|
| 337 | 337. Manufacture Of Rubber Products | 1385 |
0.1%
|
| 338 | 338. Manufacture Of Plastic Products | 3288 |
0.1%
|
| 340 | 340. Manufacture Of Other Non-Metallic Mineral Products | 7 |
0%
|
| 341 | 341. Manufacture Of Glass And Glass Products | 1127 |
0%
|
| 342 | 342. Manufacture Of Non-Metallic Mineral Products N.E.C. | 6116 |
0.2%
|
| 350 | 350. Manufacture Of Basic Metals, Fabricated Metal Products Machinery And Equipment And Of Office, Accounting And Computing Machinery | 50 |
0%
|
| 351 | 351. Manufacture Of Basic Iron And Steel | 5783 |
0.2%
|
| 352 | 352. Manufacture Of Basic Precious And Non-Ferrous Metals | 1280 |
0%
|
| 353 | 353. Casting Of Metals | 477 |
0%
|
| 354 | 354. Manufacture Of Structural Metal Products, Tanks, Reservoirs And Steam Generators | 5248 |
0.2%
|
| 355 | 355. Manufacture Of Other Fabricated Metal Products; Metalwork Service Activities | 4924 |
0.2%
|
| 356 | 356. Manufacture Of General Purpose Machinery | 1715 |
0.1%
|
| 357 | 357. Manufacture Of Special Purpose Machinery | 2446 |
0.1%
|
| 358 | 358. Manufacture Of Household Appliances N.E.C. | 1229 |
0%
|
| 359 | 359. Manufacture Of Office, Accounting And Computing Machinery | 508 |
0%
|
| 360 | 360. Manufacture Of Electrical Machinery And Apparatus N.E.C. | 77 |
0%
|
| 361 | 361. Manufacture Of Electric Motors, Generators And Transformers | 401 |
0%
|
| 362 | 362. Manufacture Of Electricity Distribution And Control Apparatus | 138 |
0%
|
| 363 | 363. Manufacture Of Insulated Wire And Cable | 274 |
0%
|
| 364 | 364. Manufacture Of Accumulators, Primary Cells And Primary Batteries | 198 |
0%
|
| 365 | 365. Manufacture Of Electric Lamps And Lighting Equipment | 352 |
0%
|
| 366 | 366. Manufacture Of Other Electrical Equipment N.E.C. | 304 |
0%
|
| 370 | 370. Manufacture Of Radio, Television And Communication Equipment And Apparatus And Of Medical, Precision And Optical Instruments,Watches And Clocks | 3 |
0%
|
| 371 | 371. Manufacture Of Electronic Valves And Tubes And Other Electronic Components | 166 |
0%
|
| 372 | 372. Manufacture Of Television And Radio Transmitters And Apparatus For Line Telephony And Line Telegraphy | 161 |
0%
|
| 373 | 373. Manufacture Of Television And Radio Receivers, Sound Or Video Recording Or Reproducing Apparatus And Associated Goods | 179 |
0%
|
| 374 | 374. Manufacture Of Medical Appliances And Instruments And Appliances For Measuring, Checking, Testing, Navigating And For Other Purposes Except Optical Instruments | 863 |
0%
|
| 375 | 375. Manufacture Of Optical Instruments And Photographic Equipment | 96 |
0%
|
| 376 | 376. Manufacture Of Watches And Clocks | 35 |
0%
|
| 380 | 380. Manufacture Of Transport Equipment | 33 |
0%
|
| 381 | 381. Manufacture Of Motor Vehicles | 2866 |
0.1%
|
| 382 | 382. Manufacture Of Bodies (Coachwork) For Motor Vehicles; | 482 |
0%
|
| 383 | 383. Manufacture Of Parts And Accessories For Motor Vehicles And Their Engines | 3089 |
0.1%
|
| 384 | 384. Building And Repairing Of Ships And Boats | 407 |
0%
|
| 385 | 385. Manufacture Of Railway And Tramway Locomotives And Rolling Stock | 251 |
0%
|
| 386 | 386. Manufacture Of Aircraft And Spacecraft | 243 |
0%
|
| 387 | 387. Manufacture Of Transport Equipment N.E.C. | 143 |
0%
|
| 388 | 1 |
0%
|
|
| 389 | 1 |
0%
|
|
| 390 | 390. Manufacture Of Furniture; Manufacturing N.E.C.; Recycling | 77 |
0%
|
| 391 | 391. Manufacture Of Furniture | 2922 |
0.1%
|
| 392 | 392. Manufacturing N.E.C... | 1604 |
0.1%
|
| 395 | 395. Recycling N.E.C. | 1879 |
0.1%
|
| 410 | 410. Electricity, Gas, Steam And Hot Water Supply | 206 |
0%
|
| 411 | 411. Production, Collection And Distribution Of Electricity | 4815 |
0.2%
|
| 412 | 412. Manufacture Of Gas; Distribution Of Gaseous Fuels Through Mains | 320 |
0%
|
| 413 | 413. Steam And Hot Water Supply | 25 |
0%
|
| 420 | 420. Collection, Purification And Distribution Of Water | 2169 |
0.1%
|
| 421 | 1 |
0%
|
|
| 422 | 1 |
0%
|
|
| 432 | 1 |
0%
|
|
| 500 | 500. Construction | 298 |
0%
|
| 501 | 501. Site Preparation | 274 |
0%
|
| 502 | 502. Building Of Complete Constructions Or Parts Thereof; Civil Engineering | 53922 |
2.1%
|
| 503 | 503. Building Installation | 13917 |
0.5%
|
| 504 | 504. Building Completion | 9518 |
0.4%
|
| 505 | 505. Renting Of Construction Of Demolition Equipment With Operators | 29 |
0%
|
| 511 | 1 |
0%
|
|
| 516 | 3 |
0%
|
|
| 520 | 3 |
0%
|
|
| 521 | 1 |
0%
|
|
| 563 | 1 |
0%
|
|
| 581 | 1 |
0%
|
|
| 610 | 610. Wholesale And Commission Trade, Except Of Motor Vehicles And Motor | 43 |
0%
|
| 611 | 611. Wholesale Trade On A Fee Or Contract Basis | 2120 |
0.1%
|
| 612 | 612. Wholesale Trade In Agricultural Raw Materials, Livestock, Food, Beverages And Tobacco | 3655 |
0.1%
|
| 613 | 613. Wholesale Trade In House-Hold Goods | 916 |
0%
|
| 614 | 614. Wholesale Trade In Non-Agricultural Intermediate Products, Waste And Scrap | 3168 |
0.1%
|
| 615 | 615. Wholesale Trade In Machinery, Equipment And Supplies | 662 |
0%
|
| 619 | 619. Other Wholesale Trade | 270 |
0%
|
| 620 | 620. Retail Trade, Except Of Motor Vehicles And Motor Cycles; Repair Of Personal And Household Goods | 98 |
0%
|
| 621 | 621. Non-Specialised Retail Trade In Stores | 30618 |
1.2%
|
| 622 | 622. Retail Trade In Food, Beverages And Tobacco In Specialised Stores | 12297 |
0.5%
|
| 623 | 623. Other Retail Trade In New Goods In Specialised Stores | 37603 |
1.5%
|
| 624 | 624. Retail Trade In Second-Hand Goods In Stores | 316 |
0%
|
| 625 | 625. Retail Trade Not In Stores | 49546 |
1.9%
|
| 626 | 626. Repair Of Personal And Household Goods | 3807 |
0.1%
|
| 627 | 1 |
0%
|
|
| 630 | 630. Sale, Maintenance And Repair Of Motor Vehicles And Motor Cycles; Retail Trade In Automotive Fuel | 56 |
0%
|
| 631 | 631. Sale Of Motor Vehicles | 4714 |
0.2%
|
| 632 | 632. Maintenance And Re-Pair Of Motor Vehicles | 14301 |
0.6%
|
| 633 | 633. Sale Of Motor Vehicle Parts And Accessories | 3513 |
0.1%
|
| 634 | 634. Sale, Maintenance And Repair Of Motor Cycles And Related Parts And Accessories | 218 |
0%
|
| 635 | 635. Retail Sale Of Automotive Fuel | 7673 |
0.3%
|
| 636 | 1 |
0%
|
|
| 639 | 1 |
0%
|
|
| 640 | 640. Hotels And Restaurants | 148 |
0%
|
| 641 | 641. Hotels, Camping Sites And Other Provision Of Short Stay Accommodation | 10349 |
0.4%
|
| 642 | 642. Restaurants, Bars And Canteens | 22059 |
0.9%
|
| 643 | 643. Shebeen | 3349 |
0.1%
|
| 646 | 1 |
0%
|
|
| 650 | 1 |
0%
|
|
| 673 | 1 |
0%
|
|
| 690 | 1 |
0%
|
|
| 710 | 710. Land Transport; Transport Via Pipelines | 73 |
0%
|
| 711 | 711. Railway Transport | 4533 |
0.2%
|
| 712 | 712. Other Land Transport | 33318 |
1.3%
|
| 713 | 713. Transport Via Pipelines | 14 |
0%
|
| 714 | 2 |
0%
|
|
| 720 | 720. Water Transport | 49 |
0%
|
| 721 | 721. Sea And Coastal Water Transport | 271 |
0%
|
| 722 | 722. Inland Water Transport | 18 |
0%
|
| 723 | 1 |
0%
|
|
| 730 | 730. Air Transport | 1580 |
0.1%
|
| 731 | 4 |
0%
|
|
| 741 | 741. Supporting And Auxiliary Transport Activities; Activities Of Travel Agencies | 5029 |
0.2%
|
| 750 | 750. Post And Telecommunication | 12 |
0%
|
| 751 | 751. Postal And Related Courier Activities | 3928 |
0.2%
|
| 752 | 752. Telecommunication | 5685 |
0.2%
|
| 803 | 1 |
0%
|
|
| 810 | 810. Financial Intermediation, Except Insurance And Pension Funding | 49 |
0%
|
| 811 | 811. Monetary Intermediation | 10244 |
0.4%
|
| 816 | 1 |
0%
|
|
| 818 | 818. Cash Loans | 1221 |
0%
|
| 819 | 819. Other Financial Intermediation N.E.C. | 3712 |
0.1%
|
| 820 | 55 |
0%
|
|
| 821 | 821. Insurance And Pension Funding, Except Compulsory Social Security | 7722 |
0.3%
|
| 822 | 3 |
0%
|
|
| 830 | 830. Activities Auxiliary To Financial Intermediation | 8 |
0%
|
| 831 | 831. Activities Auxiliary To Financial Intermediation, Except Insurance And Pension Funding | 846 |
0%
|
| 832 | 832. Activities Auxiliary To Insurance And Pension Funding | 23 |
0%
|
| 833 | 1 |
0%
|
|
| 840 | 840. Real Estate Activities | 37 |
0%
|
| 841 | 841. Real Estate Activities With Own Or Leased Property | 4300 |
0.2%
|
| 842 | 842. Real Estate Activities On A Fee Or Contract Basis | 1546 |
0.1%
|
| 850 | 850. Renting Of Machinery And Equipment, Without Operator And Of Personal And Household Goods | 4 |
0%
|
| 851 | 851. Renting Of Transport Equipment | 843 |
0%
|
| 852 | 852. Renting Of Other Machinery And Equipment | 984 |
0%
|
| 853 | 853. Renting Of Personal And Household Goods N.E.C. | 597 |
0%
|
| 860 | 860. Computer And Related Activities | 109 |
0%
|
| 861 | 861. Hardware Consultancy | 113 |
0%
|
| 862 | 862. Software Consultancy And Supply | 3957 |
0.2%
|
| 863 | 863. Data Processing | 114 |
0%
|
| 864 | 864. Data Base Activities | 186 |
0%
|
| 865 | 865. Maintenance And Repair Of Office, Accounting And Computing Machinery | 859 |
0%
|
| 869 | 869. Other Computer Related Activities | 424 |
0%
|
| 870 | 870. Research And Development | 10 |
0%
|
| 871 | 871. Research And Experimental Development On Natural Sciences And Engineering | 1262 |
0%
|
| 872 | 872. Research And Experimental Develop-Ment On Social Sciences And Humanities | 4 |
0%
|
| 880 | 880. Other Business Activities | 147 |
0%
|
| 881 | 881. Legal, Accounting, Bookkeeping And Auditing Activities; Tax Consultancy; Market Research And Public Pinion Research; Business And Management Consultancy | 10433 |
0.4%
|
| 882 | 882. Architectural, Engineering And Other Technical Activities | 8203 |
0.3%
|
| 883 | 883. Advertising | 3084 |
0.1%
|
| 884 | 1 |
0%
|
|
| 887 | 1 |
0%
|
|
| 889 | 889. Business Activities N.E.C. | 57482 |
2.2%
|
| 900 | 1 |
0%
|
|
| 905 | 1 |
0%
|
|
| 910 | 910. Public Administration And Defence Activities | 51 |
0%
|
| 911 | 911. Central Government Activities | 14319 |
0.6%
|
| 912 | 912. Regional Services Council Activities | 111 |
0%
|
| 913 | 913. Local Authority Activities | 19537 |
0.8%
|
| 914 | 914. Provincial Administrations | 753 |
0%
|
| 915 | 915. S A Defense Force | 4196 |
0.2%
|
| 916 | 916. S A Police Service | 14624 |
0.6%
|
| 917 | 917. Correctional Service | 3335 |
0.1%
|
| 918 | 1 |
0%
|
|
| 919 | 1 |
0%
|
|
| 920 | 920. Education | 68970 |
2.7%
|
| 922 | 4 |
0%
|
|
| 923 | 1 |
0%
|
|
| 928 | 1 |
0%
|
|
| 930 | 930. Health And Social Work | 213 |
0%
|
| 931 | 931. Human Health Activities | 44288 |
1.7%
|
| 932 | 932. Veterinary Activities | 555 |
0%
|
| 933 | 933. Social Work Activities | 18124 |
0.7%
|
| 937 | 1 |
0%
|
|
| 939 | 1 |
0%
|
|
| 940 | 940. Other Community, Social And Personal Service Activities | 11914 |
0.5%
|
| 950 | 950. Activities Of Membership Organisations N.E.C. | 9 |
0%
|
| 951 | 951. Activities Of Business, Employers And Professional Organisations | 767 |
0%
|
| 952 | 952. Activities Of Trade Unions | 449 |
0%
|
| 957 | 1 |
0%
|
|
| 959 | 959. Activities Of Other Member-Ship Organizations | 3485 |
0.1%
|
| 960 | 960. Recreational, Cultural And Sporting Activities | 21 |
0%
|
| 961 | 961. Motion Picture, Radio, Television And Other Entertainment Activities | 2210 |
0.1%
|
| 962 | 962. News Agency Activities | 940 |
0%
|
| 963 | 963. Library, Archives, Museums And Other Cultural Activities | 1943 |
0.1%
|
| 964 | 964. Sporting And Other Recreational Activities | 4216 |
0.2%
|
| 970 | 1 |
0%
|
|
| 988 | 988. Begging | 0 |
0%
|
| 990 | 990. Other Service Activities | 14668 |
0.6%
|
| 999 | 999. Unspecified | 1573065 |
61.1%
|
| Sysmiss | 3447710 |
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.