zaf-datafirst-palms-1993-2019-v3.3 DataFirst 2021-08-25 NADA Version 1 Post-Apartheid Income and Expenditure Series 1995-2010 zaf-dpru-pies-1995-2010-v1 Development Policy Research Unit Statistics South Africa MetadataEditor DataFirst Helpdesk Income/Expenditure Survey [hh/ies] v1: Edited, anonymised dataset for public distribution South Africa The surveys used to construct PIES had national coverage The lowest level of geographic aggregation in PIES is province. Sample survey data Face-to-face [f2f] DataFirst zaf-dpru-pies-nominal-v1 998 419 zaf-dpru-pies-real1-v1 998 419 zaf-dpru-pies-real2-v1 998 420 Household ID 998 101000101 101000102 101000103 101000104 101000105 101000106 101000107 101000109 101000110 101000113 101000201 101000202 101000203 101000204 101000205 101000206 101000207 101000208 101000210 101000211 101000301 101000302 101000303 101000304 101000306 101000307 101000308 101000310 101000311 101000312 101000401 101000402 101000403 101000404 101000405 101000406 101000407 101000408 101000409 101000410 101000411 101000501 101000502 101000503 101000505 101000507 101000508 101000513 101000514 101000515 101000516 101000601 101000602 101000603 101000604 101000605 101000606 101000607 101000608 101000610 101000611 101000701 101000702 101000703 101000704 101000705 101000706 101000707 101000709 101000710 101000711 101000801 101000802 101000803 101000804 101000805 101000806 101000807 101000808 101000809 101000810 101000901 101000902 101000903 101000904 101000905 101000906 101000907 101000908 101000909 101000910 101001001 101001002 101001003 101001004 101001005 101001006 101001007 101001008 101001009 101001010 101001101 101001102 101001103 101001104 101001105 101001107 101001108 101001109 101001110 101001111 101001112 102000101 102000103 102000104 102000107 102000108 102000109 102000111 102000112 102000113 102000114 102000201 102000202 102000203 102000204 102000205 102000206 102000207 102000208 102000209 102000210 102000301 102000302 102000304 102000305 102000308 102000309 102000311 102000312 102000313 102000314 102000401 102000402 102000403 102000404 102000405 102000406 102000407 102000408 102000409 102000410 102000501 102000502 102000503 102000504 102000505 102000506 102000507 102000508 102000509 102000510 102000602 102000603 102000604 102000605 102000606 102000607 102000608 102000609 102000610 102000612 102000701 102000702 102000703 102000704 102000705 102000706 102000707 102000708 102000709 102000710 102000801 102000802 102000803 102000804 102000805 102000806 102000807 102000808 102000809 102000810 102000901 102000902 102000903 102000904 102000905 102000906 102000907 102000908 102000909 102000910 102001001 102001004 102001005 102001006 102001007 102001010 102001011 102001012 102001014 102001015 102001101 102001102 102001104 102001105 102001110 102001112 102001113 102001203 102001204 102001205 102001206 102001207 102001210 102001211 Person ID 998 1 2 3 4 5 6 7 8 9 10 998 1995 Sex (1=Male 2=Female), from IES 998 1 Male 2 Female Age, from IES 998 87 30.411 19.321 Race, from IES 998 1 African 2 Coloured 3 Asian 4 White Urban dummy (urban=1) 998 Rural 1 Urban Province 998 1 Western Cape 2 Eastern Cape 3 Northern Cape 4 Free State 5 KwaZulu-Natal 6 North West 7 Gauteng 8 Mpumalanga 9 Limpopo District (c1 variable) 998 101 102 Enumerator area (c2 variable) 998 1 2 3 4 5 6 7 8 9 10 11 12 Cross-Entropy weight, based on ASSA2008 estimates 998 103.608 579.971 311.32 80.419 Original household weight (StatsSA) 998 141.063 331.927 309.444 33.377 Cake flour; self-raising flour 998 960 80.044 126.963 Bread flour 998 2400 97.864 270.786 Mealie meal; maize flour 998 3600 108.12 341.251 Sorghum meal/powder 998 240 4.677 29.976 Rice 998 1200 182.766 184.731 Mealie rice; samp 998 600 37.383 90.358 White bread 998 3600 572.261 640.027 Brown & wholewheat bread 998 4200 483.932 827.883 Spaghetti; macaroni; other pasta 998 960 112.22 138.774 Corn flour; other meal and flour 998 816 26.441 94.618 Breakfast cereals (incl taystee wheat; mabella; cornflakes; puffed rice; muesli) 998 21984 440.381 2070.38 Other bread (incl garlic bread; other bread loaves; bread rolls) 998 792 89.651 163.934 Other baked products (incl rusks; biscuits; crackers; cakes; tarts; vetkoek) 998 1200 108.084 211.221 Baby food (predominantly grain) 998 2160 61.275 283.227 Other grain products (incl sandwiches, pies, excl meat/fruit pies) 998 2088 25.683 205.018 SUBTOTAL: Grain products 998 144 25236 2430.782 2878.966 Beef & veal (incl heads & feet) 998 5280 615.15 779.438 Mutton, lamb & goat (incl heads & feet) 998 4800 1027.719 993.643 Pork (incl heads & feet) 998 2400 165.054 313.501 Poultry (incl heads & feet) 998 11520 693.667 1008.872 Boerewors 998 1200 239.976 288.715 Other sausages (pork, beef, chicken, game etc) 998 960 51.523 167.667 Cold meats (viennas, polony, ham, other processed meat) 998 1800 180.565 235.693 Biltong & dried sausages 998 1800 72.553 234.833 Bacon 998 600 50.934 98.861 Baby food (predominantly meat) 998 600 2.405 33.907 Other meat & meat products 998 840 39.703 119.699 SUBTOTAL: Meat products 998 14184 3139.251 2191.394 Fresh or chilled fish 998 1440 350.994 367.946 Canned, dried, smoked fish; fish paste 998 1680 141.715 261.153 SUBTOTAL: Fish & other seafood 998 2520 492.709 493.338 Fresh milk (full cream, low fat) 998 3120 711.451 458.285 Longlife milk (full cream, low fat) 998 1200 28.545 147.306 Condensed milk; evaporated milk 998 1200 65.772 155.85 Powdered milk; Whiteners (eg Cremora) 998 600 43.984 90.796 Cheese and cottage cheese 998 1440 223.876 221.28 Cream and yoghurt 998 780 73.491 139.487 Sour milk; maas; buttermilk 998 600 23.447 79.277 Eggs (incl egg powder) 998 600 132.277 133.05 Baby food (predominantly milk) 998 1200 16.124 92.817 Other milk and cheese products (incl milk substitutes, eg soya milk) 998 360 12.349 55.528 SUBTOTAL: Milk, cheese and eggs 998 6348 1331.315 795.015 Butter and butter oil 998 1200 79.022 150.178 Margarine and medium, low fat spreads 998 1020 211.419 185.901 Cooking and salad oils (excl. salad dressing) 998 1200 145.539 156.733 Peanut butter 998 600 70.22 77.462 Other fats and oils (eg lard) 998 348 9.379 41.947 SUBTOTAL: Oils and fats 998 2520 515.579 324.688 Lettuce (fresh) 998 360 57.788 83.055 Cabbage (fresh) 998 240 39.739 44.033 Green mealies (fresh) 998 600 14.513 51.365 Tomatoes (fresh) 998 600 111.198 85.721 Carrots (fresh) 998 720 55.78 72.016 Green beans (fresh) 998 600 38.489 71.811 Pumpkin, marrows, gem squash (fresh) 998 600 58.016 69.097 Peas (frozen) 998 360 25.094 60.627 Carrots (frozen) 998 276 11.17 41.705 Dried peas, beans, lentils 998 360 12.373 41.538 Canned vegetables 998 720 85.816 139.64 Frozen beans 998 432 28.749 80.041 All other vegetables & vegetable products 998 1500 217.731 185.109 Pop corn, kernels & prepared 998 180 10.966 32.853 Potato crisps, other chips 998 912 77.363 128.724 Baby food (predominantly veg) 998 360 4.341 30.065 SUBTOTAL: Vegetables 998 3312 849.126 557.375 Oranges 998 480 78.806 95.226 Other citrus fruit 998 240 14.994 43.582 Bananas 998 600 91.587 88.443 Other subtropical fruit 998 504 45.739 87.877 Apples 998 480 115.719 105.578 Other deciduous fruit 998 600 36.445 90.825 Other fruits (incl strawberries, watermelon, melon) 998 240 29.062 62.944 Dried fruit 998 300 23.387 58.773 Nuts 998 480 11.675 50.588 Nuts 998 600 52.22 108.077 Baby food (predominantly fruit) 998 240 2.381 22.849 All other fruit and nut products, excl peanut butter (e.g. lemon juice) 998 240 4.93 27.224 SUBTOTAL: Fruit and Nuts 998 1908 506.946 405.487 White sugar 998 900 248.537 155.649 Brown sugar 998 540 57.98 118.198 Other sugar products (icing sugar etc) 998 240 7.515 30.686 Sweeteners 998 336 10.557 42.696 Syrup & honey 998 420 35.086 74.719 Jam 998 1020 144.349 193.851 Chocolate 998 1200 88.473 163.22 Other sweets incl health bars 998 600 24.661 73.085 Jelly powder 998 456 31.371 57.732 Ice-cream 998 888 69.872 131.414 SUBTOTAL: Sugar, jam, honey, chocolate & confectionery 998 3096 718.401 458.92 Vinegar 998 3312 64.401 263.557 Salt & pepper 998 7464 110.224 580.488 Herbs & spices 998 1224 89.735 135.939 Canned soup, soup powders & meat extract cubes 998 624 32.717 77.511 Custard powder & Instant pudding powder 998 684 48.685 91.963 Yeast, baking powder and bicarbonate of soda 998 828 25.467 63.052 Chutney, pickles, sauces, mustard, tomato sauce & mayonnaise 998 2100 123.463 176.524 All other food (incl all unmatched food items) 998 1200 45.319 158.341 SUBTOTAL: Food not elsewhere classified 998 10968 540.012 1016.443 TOTAL: Food 998 1632 33924 10524.12 5741.86 Instant coffee 998 1440 266.429 200.12 Ground coffee & coffee beans 998 840 21.776 93.375 Ceylon tea (leaves & bags) 998 528 137.05 104.032 Rooibos & herbal teas (leaves & bags) 998 360 19.455 53.825 Cocoa & other warm drinks 998 768 22.858 75.877 SUBTOTAL: Coffee, tea and cocoa 998 2268 467.567 290.399 Soft drinks 998 3000 197.844 338.425 Mineral/spring water 998 540 10.172 57.843 Fruit juices, nectar, fruit drinks, concentrates & dairy fruit juice mixtures 998 1440 131.627 228.649 Other cooldrinks (incl flavoured syrups) 998 60 5.599 11.65 SUBTOTAL: Mineral water, soft drinks, fruit and vegetable juices 998 3600 345.242 449.709 TOTAL: Non-Alcoholic Beverages 998 4560 812.81 581.388 Spirits (such as brandy; whisky gin; liqueurs) 998 3600 96.998 321.003 Fortified wines (sherry, port etc) 998 1440 6.83 92.178 Sorghum beer (traditional or pre-packed) 998 All other alcoholic beverages 998 3120 232.858 441.725 TOTAL: Alcoholic beverages 998 3600 336.685 635.262 Cigarettes 998 5040 891.812 993.64 Cigars and cigarillos 998 432 2.068 27.417 Pipe, cigarette and chewing tobacco; snuff; other smoked items 998 348 10.509 49.541 TOTAL: Cigarettes, cigars, tobacco & smokers' requisites 998 5040 904.389 1000.196 Clothing (men's, women's, boys', girls') 998 13000 1237.317 1586.449 Baby clothes 998 1800 52.025 230.312 Shoes (men's, women's, boys', girls') 998 6550 559.02 722.066 Baby shoes 998 270 7.724 32.462 Material for clothing 998 1300 86.592 213.149 Knitting wool & yarns 998 500 9.748 43.288 Patterns, trimming lace, sewing cotton etc 998 200 9.686 26.619 Labour cost for making/knitting of clothing & repairs/alterations to clothing 998 300 17.681 54.615 Cost of the hire of clothing 998 816 3.649 42.288 TOTAL: Clothing and footwear 998 15000 1983.444 2237.787 Firewood 998 2880 313.383 599.273 Charcoal 998 1728 25.178 147.668 Paraffin 998 3120 119.411 332.089 Gas in cylinders (incl gas for heating purposes) 998 3360 231.487 422.007 Candles 998 1440 51.427 102.428 Coal (incl anthracite) 998 7200 21.764 328.516 Methylated spirits; fuel for lawnmowers & generators for heating 998 2160 39.403 208.109 Dung 998 840 10.581 73.521 Dry-cells (batteries) 998 576 8.705 52.37 Recharging of rechargeable cells 998 960 1.924 42.954 Other household fuel (incl petrol & diesel for household use) 998 TOTAL: Household fuel 998 8076 823.263 1151.839 Bed bases & matresses 998 3000 80.621 346.675 Dining room furniture 998 5000 90.767 481.654 Lounge furniture 998 9000 122.169 653.241 Kitchen furniture 998 1200 24.604 144.485 Garden & patio furniture 998 943 7.537 72.654 Loose carpets & rugs 998 3000 53.452 283.782 Other bedroom furniture 998 4000 93.864 408.759 Upholstering; repairs to furniture, furnishings & floor coverings 998 2200 24.749 202.142 Other furniture, furnishings & floor coverings 998 1250 19.749 134.708 SUBTOTAL: Furniture and floor coverings 998 10900 517.513 1431.466 Blankets & travelling rugs 998 1200 56.148 161.341 Sheets & pillowcases; duvets & duvet covers; duvet packs 998 2000 92.411 225.152 Curtains (incl making & hanging charges) & material for curtains 998 1500 35.572 162.128 Pillows & cushions 998 900 19.218 77.922 Table & bathroom linen (eg tablecloths, napkins; towels, facecloths) 998 2000 49.291 169.279 . Other household textiles 998 1460 21.752 146.063 SUBTOTAL: Household textiles 998 7400 274.392 682.139 Washing machines, dishwashers, tumble dryers 998 2000 48.9 240.918 Paraffin stoves & heaters 998 2 Hotplates 998 300 2.435 24.07 Gas stoves & heaters 998 200 0.665 10.998 Sewing machines, overlockers, knitting machines (electric) 998 678 1.479 30.39 Sewing machines & knitting machines (non-electric) 998 1 Irons 998 300 19.614 48.558 Kettles, percolators, coffee makers 998 200 13.264 37.375 Food mixers, processors & similar accessories 998 300 4.536 29.856 Frying pans & woks 998 300 4.093 26.701 Toasters, waffle irons & sandwich toasters 998 129 2.54 15.265 Repairs of electrical & non-electrical appliances 998 2500 13.78 145.685 Vacuum cleaners; polishers & carpet cleaning machines 998 4000 42.647 329.219 Refrigerators, deep freezers, fridge/freezer combinations 998 4000 127.88 519.219 Stoves & ovens, incl microwave ovens 998 4000 85.002 356.691 Power driven garden tools (lawnmowers, edge trimmers) 998 684 5.595 53.191 All other appliances (incl. fridges, freezers, stoves; electric & non-electric) 998 2700 15.627 173.856 SUBTOTAL: Household appliances 998 8100 388.069 883.131 Pianos, organs & other musical instruments 998 1200 4.81 75.856 TV sets, decoders, VCR/DVD/Blu-Ray players, aerials, satellite dishes 998 2400 120.39 392.763 TV licences 998 2268 151.54 141.657 Subscription to pay-TV channels 998 3360 125.291 329.767 Television rental 998 1920 28.425 185.592 Rent for decoder, video equipment, tapes 998 2500 25.878 163.201 Radios, tape recorders, CD players, sound systems & similar equipment 998 2600 48.217 281.982 CDs/DVDs/VCDs/Blu-Ray discs (music/movies/blank; not games/software) 998 1000 20.429 103.983 SUBTOTAL: Musical instruments, audiovisual equipment and accessories 998 5061 524.979 886.621 Kitchen utensils & cookingware; Cutlery; Tableware 998 1000 23.798 110.653 Gardening hand tools (spades, hoses, watering cans) 998 250 4.041 22.116 SUBTOTAL: Other household equipment 998 1000 27.839 116.522 TOTAL: Furniture and equipment 998 20130 1732.792 2643.328 Soap (not toilet soap),washing powder,liquid detergent,bleach,dishwasher tablets 998 672 209.904 151.838 Floor, shoe & furniture polish 998 576 51.222 87.281 Scouring powders, pot scourers 998 360 35.002 62.235 Insecticides (indoor), pesticides, drain & toilet cleansers, air freshener etc 998 696 59.591 103.567 Matches 998 120 16.184 27.685 Brooms, brushes, feather dusters, etc 998 480 17.675 71.88 Packaging materials (plastic bags & sachets, foil, wax paper etc) 998 600 34.064 80.606 Paper serviettes, disposable dinner ware (plates, cups etc) 998 300 11.856 40.935 SUBTOTAL: Non-durable household goods 998 1836 435.499 375.97 Cash wage incl transport allowance: General domestic worker 998 8640 284.609 1153.125 Cash wage incl transport allowance: Childminder/nanny 998 Cash wage incl transport allowance: Cook 998 Cash wage incl transport allowance: Chauffeur 998 Cash wage incl transport allowance: Clothes washer/ironer 998 7200 42.565 490.925 Cash wage incl transport allowance: Gardener 998 3600 27.776 263.563 Cash wage incl transport allowance: Other domestic workers 998 2400 14.501 164.405 Laundry service for HH textiles/carpets; nappy services (incl launderettes) 998 720 2.357 34.392 Fumigation & cleaning services (incl for upholstery, pools, window cleaning etc) 998 144 0.577 7.878 SUBTOTAL: Domestic services and household articles 998 10800 372.385 1395.676 TOTAL: Goods and services for household maintenance 998 11460 807.884 1517.69 Telephony costs (incl phone rental, phone calls; landline & mobile) 998 27084 1646.597 2713.101 Internet subscriptions & costs 998 1260 3.788 69.013 Postage (stamps, packages, other) 998 2196 34.232 171.641 Other communication (post box rental, courier services, telegrams etc) 998 960 14.116 101.321 TOTAL: Communication for household purposes 998 27564 1698.733 2790.294 Computers, software, calculators, disks & consumables 998 8000 81.202 669.562 Phones (incl mobile phones), fax machines, answering machines 998 3000 53.238 315.444 Two-way radios 998 1800 5.411 98.59 TOTAL: Computer and telecommunication equipment 998 8350 139.852 806.529 New motor cars, station wagons & minibuses 998 37000 437.451 3251.06 New bakkies & four-wheel drive vehicles 998 5000 25.05 353.197 New motorcycles & scooters 998 New bicycles 998 800 6.713 63.459 Used motor cars, station wagons & minibuses 998 98000 2495.037 12593.21 Used bakkies & four-wheel drive vehicles 998 9500 53.106 635.923 Used motorcycles & scooters 998 1000 4.008 63.214 Used bicycles 998 600 3.407 41.848 SUBTOTAL: Purchase of private vehicles 998 98000 3024.773 13051.325 Motor car fuel 998 10560 1298.754 1968.31 New tyres & tubes 998 2000 90.77 313.679 Retreaded tyres 998 800 9.76 64.153 Spare parts & accessories purchased for private repair, maintenance, cleaning 998 5000 71.573 448.761 Car batteries 998 500 11.423 53.427 Oil & grease 998 500 14.867 50.544 Parking fees 998 8418 33.15 386.544 Traffic fines 998 400 6.713 39.843 Toll fees 998 208 5.319 22.516 Vehicle maintenance & lubrication services 998 6695 107.497 436.972 Installation of air conditioning & security systems 998 300 4.008 30.111 Panel-beating repairs (incl repairs to others' vehicles), paid by self 998 7000 46.459 360.274 Panel-beating repairs (incl repairs to others' vehicles), paid by insurer 998 6000 52.938 463.149 Other repair work (incl repairs to others' vehicles), paid by self 998 12000 69.259 575.294 Other repair work (incl repairs to others' vehicles), paid by insurer 998 6000 30.064 423.836 Licenses & registration fees (incl that of motorcycles) 998 500 60.069 86.692 All other vehicle running costs 998 4992 41.671 350.996 SUBTOTAL: Running costs 998 43778 1954.293 3431.127 Bus (education & non-education) 998 120 5.529 18.382 Train (education & non-education) 998 1040 24.609 87.396 Metered taxi (education & non-education) 998 240 12.703 39.865 Taxis & rented vehicles (education & non-education) 998 600 45.278 117.83 Other public & hired transport (education & non-education) 998 50 0.331 3.665 Value of reduced transport tariffs (education & non-education) 998 624 9.343 51.498 Furniture removal & transport of goods (education & non-education) 998 350 1.924 23.571 Bus (away from home) 998 1250 62.104 212.058 Train (away from home) 998 750 19.88 99.863 Taxi, incl. metered & minibus (away from home) 998 450 5.377 45.641 998 Aircraft (away from home) 998 14000 47.461 683.795 Rented vehicles (away from home) 998 Other transport (away from home) 998 400 1.754 25.718 SUBTOTAL: Public and hired transport 998 14000 236.292 763.909 TOTAL: Transport 998 103528 5215.357 14403.817 Newspapers 998 3024 198.371 315.406 Magazines & periodicals 998 1600 73.588 177.863 Books (excl for academic purposes) 998 596 14.398 67.052 Stationery 998 1600 41.577 158.31 TOTAL: Newspapers, books and stationery 998 3024 327.934 449.121 Total rent paid or, if rented free, total rent household would pay 998 30000 1166.08 3616.366 Levy paid (sectional title or share-holding scheme) 998 2880 84.24 343.345 Boarding/lodging paid (permanent only) 998 Mortgage bond repayment (capital plus interest) 998 50400 5962.737 10338.03 Subsidy &/or value of reduction in mortgage bond instalment 998 11124 615.86 2308.881 Assessment rates & taxes 998 9600 792 893.684 Household services, incl water, electricity, sanitation 998 924 10620 3408.048 1640.192 Additional capital payments in respect of mortgage bond 998 25000 277.956 2000.6 Other additional payments i.r.o. mortgage bond (transfer costs, registration) 998 40000 511.661 3302.42 Maintenance & repair of buildings, swimming pools etc (plumbers, electricians) 998 23700 369.543 2090.871 Additions & alterations 998 600 2.605 35.17 Building materials not included previously (e.g. for building houses) 998 310 2.194 25.886 Contribution to communal provision of services 998 Payment for right to access land 998 2000 25.387 194.74 TOTAL: Housing and housing services 998 1668 86344 13218.313 15706.703 Expenses incurred as owner of holiday home, after deduction of letting income 998 133 4843 951.092 951.634 Hotels, motels, boarding fees 998 2000 28.753 194.918 Rent paid for holiday flat/house, private house, caravan etc 998 11530 27.112 440.224 Meals, snacks and unmatched beverages consumed in restaurants etc; take-aways 998 11220 472.774 1001.028 Soft drinks (consumed on-site) 998 1800 22.617 114.443 Mineral/spring water (consumed on-site) 998 180 1.984 18.802 Spirits (consumed on-site) 998 360 3.475 30.897 Fortified wine (consumed on-site) 998 720 7.214 71.746 Sorghum beer (consumed on-site) 998 12 Other alcoholic beverages (consumed on-site) 998 2616 106.822 377.115 TOTAL: Restaurants and hotels 998 139 16292 1621.915 1754.314 Medical aid contribution paid by household member 998 10440 808.329 1617.575 Medical aid contribution paid by employer 998 10000 522.427 1498.337 Flat rate in respect of services & medicine obtained at hospital/clinic 998 504 8.297 54.673 Therapeutic appliances & equipment (like spectacles & hearing aids) 998 1400 28.092 146.947 Consultations of traditional healers 998 All other health and medical expenditure 998 18200 507.671 1494.542 TOTAL: Health Service and Medical Requisites 998 26640 1874.816 3281.324 Photography (cameras, video cameras, projectors, flashes & film) 998 5500 29.399 291.52 Boats (incl outboard motors), aircraft, go-carts 998 200 0.601 10.954 Sports equipment (tennis rackets & balls, rifles & ammunition, fishing rods etc) 998 800 16.283 78.824 Camping equipment (tents, sleeping bags, etc) 998 300 2.154 24.179 Pool & garden maintenance (excl wages, incl chemicals, pool equipment, repairs) 998 3500 104.403 404.4 Gardening requirements (excl equipment): seeds, plants, fertilizer, sprays 998 960 29.215 99.451 Pets (purchase of pets, foods/feeds & other requisites) 998 1908 85.159 255.761 Pet licences 998 540 8.78 34.157 Pet care (eg doggy parlour; kennels & veterinary costs) 998 1363 20.13 102.78 Bouquets & cut flowers for household use 998 300 7.475 33.248 Hobbies, toys & games (incl software games) 998 4500 47.39 356.558 Admission charges (cinemas, theatres, concerts, swimming pools, sports events) 998 1000 41.78 129.636 Fees for lessons connected with recreation, entertainment & sport 998 624 8.453 62.192 Film development & photo prints 998 500 17.635 61.201 Library fees & fines 998 192 1.358 13.081 TOTAL: Recreation, entertainment and sport 998 8166 420.214 1042.349 Tuition: Day-care mothers, creches & playgroups (self) 998 3840 52.555 374.476 Tuition: Day-care mothers, creches & playgroups (grant) 998 Tuition: Primary & secondary schools (self) 998 6000 376.743 806.898 Tuition: Primary & secondary schools (grant) 998 930 4.81 58.002 Tuition: Tertiary/college/educ not definable by level/private tuition (self) 998 18000 246.994 1715.721 Tuition: Tertiary/college/educ not definable by level/private tuition (grant) 998 15000 67.635 879.776 All other tuition costs (self) 998 3500 72.365 390.889 All other tuition costs (grant) 998 Boarding fees, all institutions (self) 998 4200 73.447 457.662 Boarding fees, all institutions (grant) 998 600 3.006 42.384 Textbooks (self) 998 3000 32.295 248.25 Textbooks (grant) 998 TOTAL: Education 998 21380 929.85 2548.793 Hairdressing, beauty care & other personal care services - Male 998 1440 126.433 245.04 Hairdressing, beauty care & other personal care services - Female 998 2400 186.289 391.24 Personal care electrical appliances (hairdryers, shavers, etc) 998 1200 27.896 156.695 Hair pieces 998 900 5.651 59.824 Shampoo & conditioners 998 1020 129.499 156.146 Sprays 998 1200 23.038 90.589 Other hair preparations 998 600 14.309 66.037 Disposable nappies 998 2400 53.916 269.715 Tissues 998 600 38.429 82.901 Sanitary towels, tampons 998 1440 101.327 142.648 Toothpaste, toothbrushes, mouthwash, dental floss 998 600 141.968 131.592 Shaving soap & cream, razors & razor blades. aftershave lotions 998 1068 75.03 150.518 Skin creams, cleansers & lotions; perfumes 998 2880 128.549 390.616 Powder (incl. baby powder) & deodorants 998 720 58.341 114.48 Make-up preparations, not shown elsewhere (eg lipstick, eye shadow etc) 998 1200 53.675 143.858 Toilet paper 998 792 263.014 185.331 Body soap, bubble bath, bath oils & bath salts 998 1200 110.898 136.641 TOTAL: Personal care 998 7572 1538.261 1371.862 Watches & personal jewellery 998 2500 87.873 257.133 Handbags, travelling bags, school bags 998 1200 45.177 138.002 Other misc. goods & repairs (incl. articles for babies; umbrellas, sunglasses) 998 1360 32.137 114.664 TOTAL: Personal effects n.e.c. 998 3000 165.187 368.961 Maintenance of family/dependents living elsewhere, incl alimony (cash & in-kind) 998 4720 86.738 487.953 Membership fees (unions, associations, societies) 998 3120 54.44 249.453 Membership fees for gymnasiums; health; sport & social clubs 998 2500 55.776 302.745 Gifts to non-household members (cash & in-kind) 998 9600 190.268 604.721 TOTAL: Membership fees, remittances, donations, gifts 998 9600 387.221 977.148 Bank charges 998 5760 117.173 479.8 Interest & finance charges 998 28000 177.547 1828.184 Repayments on loans & overdrafts (excl. instalments shown elsewhere) 998 52000 986.97 6250.217 Funeral policies 998 90000 309.593 4051.663 Medical insurance 998 7800 238.478 1057.583 Insurance of buildings 998 5820 185.692 700.275 Life insurance covering mortgage debt 998 4200 105.355 488.27 Insurance on contents of dwellings (excl. package insurance) 998 6900 193.966 752.809 Insurance for private transport (excl. package insurance) 998 8000 172.679 764.042 Package insurance (comprehensive insurance) 998 8400 300.247 1072.956 Contributions to pension, provident & annuity funds (self-paid) 998 12000 654.189 1849.926 Contributions to pension, provident & annuity funds (paid by employer) 998 21600 563.999 2559.443 Contributions to stokvel 998 1800 5.411 98.59 TOTAL: Finance and bank charges, Insurance 998 90000 4011.301 10800.94 Professional fees (legal fees, architects, etc.) 998 60000 201.703 2757.854 Funeral expenses 998 3800 14.93 180.958 Gravestones and maintenance of graves (excl unveiling) 998 200 1.002 14.128 TOTAL: All other matched expenditure 998 60000 217.635 2792.982 All remaining unmatched expenditure on goods 998 3000 71.655 219.161 All remaining unmatched expenditure on financial services 998 24340 1636.534 3470.225 All remaining unmatched expenditure on taxes 998 104965 9887.784 15047.175 All remaining unmatched expenditure 998 1768454 19273.049 165577.382 TOTAL: All other unmatched expenditure 998 1774454 30869.022 166542.775 Total expenditure, excluding unmatched expenditures 998 6141 321674 49691.974 49059.894 Total expenditure, including unmatched expenditures 998 6141 1829378 80560.996 176352.732 Salary, wages; income from business 998 1828800 67079.947 173082.75 Social Grants: Old age pension; war veterans grants 998 49200 1642.464 4719.957 Social Grants: Disability grant 998 9840 694.028 1976.464 Social Grants: Family and other allowances (incl CSG) 998 4800 68.938 524.521 SUBTOTAL: Income from work 998 1828800 67079.947 173082.75 SUBTOTAL: Social grants 998 49200 2405.43 5187.933 SUBTOTAL: All other income 998 288777 11421.903 32280.155 TOTAL: All income 998 4920 1828800 80907.28 174735.311 Salary, wages; income from business - IND 998 1800000 15379.343 84069.71 Social Grants: Old age pension; war veterans grants - IND 998 49200 334.518 2077.883 Social Grants: Disability grant - IND 998 8220 116.032 752.97 Social Grants: Family and other allowances (incl CSG) - IND 998 4800 11.222 211.681 SUBTOTAL: Income from work - IND 998 1800000 15379.343 84069.71 SUBTOTAL: Social grants - IND 998 49200 461.773 2200.35 Bond (outstanding amount) 998 496000 21024.135 70365.56 Motor vehicle loan (outstanding amount) 998 90000 2705.912 10840.076 Furniture & appliances (outstanding amount) 998 7500 97.385 638.206 Bank overdraft, credit cards (outstanding amount) 998 100000 1826.553 12002.431 Retail store accounts (outstanding amount) 998 20000 334.116 1931.012 Loans from family/friends (outstanding amount) 998 10000 111.824 870.214 TOTAL: Debts 998 580000 26099.925 85021.002 All other unmatched debts 998 . Net withdrawals from savings 998 55000 391.884 3828.6 .. Imputed rent on owner-occupied housing 998 Sysmiss Imputed rent (estimated rental value of owner-occupied housing) 998 84000 10068.697 11750.058 Imputed rent (7% of dwelling value) 998 770 42000 7343.968 7170.017 Household ID 998 101000101 101000102 101000103 101000104 101000105 101000106 101000107 101000109 101000110 101000113 101000201 101000202 101000203 101000204 101000205 101000206 101000207 101000208 101000210 101000211 101000301 101000302 101000303 101000304 101000306 101000307 101000308 101000310 101000311 101000312 101000401 101000402 101000403 101000404 101000405 101000406 101000407 101000408 101000409 101000410 101000411 101000501 101000502 101000503 101000505 101000507 101000508 101000513 101000514 101000515 101000516 101000601 101000602 101000603 101000604 101000605 101000606 101000607 101000608 101000610 101000611 101000701 101000702 101000703 101000704 101000705 101000706 101000707 101000709 101000710 101000711 101000801 101000802 101000803 101000804 101000805 101000806 101000807 101000808 101000809 101000810 101000901 101000902 101000903 101000904 101000905 101000906 101000907 101000908 101000909 101000910 101001001 101001002 101001003 101001004 101001005 101001006 101001007 101001008 101001009 101001010 101001101 101001102 101001103 101001104 101001105 101001107 101001108 101001109 101001110 101001111 101001112 102000101 102000103 102000104 102000107 102000108 102000109 102000111 102000112 102000113 102000114 102000201 102000202 102000203 102000204 102000205 102000206 102000207 102000208 102000209 102000210 102000301 102000302 102000304 102000305 102000308 102000309 102000311 102000312 102000313 102000314 102000401 102000402 102000403 102000404 102000405 102000406 102000407 102000408 102000409 102000410 102000501 102000502 102000503 102000504 102000505 102000506 102000507 102000508 102000509 102000510 102000602 102000603 102000604 102000605 102000606 102000607 102000608 102000609 102000610 102000612 102000701 102000702 102000703 102000704 102000705 102000706 102000707 102000708 102000709 102000710 102000801 102000802 102000803 102000804 102000805 102000806 102000807 102000808 102000809 102000810 102000901 102000902 102000903 102000904 102000905 102000906 102000907 102000908 102000909 102000910 102001001 102001004 102001005 102001006 102001007 102001010 102001011 102001012 102001014 102001015 102001101 102001102 102001104 102001105 102001110 102001112 102001113 102001203 102001204 102001205 102001206 102001207 102001210 102001211 Person ID 998 1 2 3 4 5 6 7 8 9 10 998 1995 Sex (1=Male 2=Female), from IES 998 1 Male 2 Female Age, from IES 998 87 30.411 19.321 Race, from IES 998 1 African 2 Coloured 3 Asian 4 White Urban dummy (urban=1) 998 Rural 1 Urban Province 998 1 Western Cape 2 Eastern Cape 3 Northern Cape 4 Free State 5 KwaZulu-Natal 6 North West 7 Gauteng 8 Mpumalanga 9 Limpopo District (c1 variable) 998 101 102 Enumerator area (c2 variable) 998 1 2 3 4 5 6 7 8 9 10 11 12 Cross-Entropy weight, based on ASSA2008 estimates 998 103.608 579.971 311.32 80.419 Original household weight (StatsSA) 998 141.063 331.927 309.444 33.377 Cake flour; self-raising flour 998 3257.537 271.611 430.821 Bread flour 998 8143.842 332.078 918.848 Mealie meal; maize flour 998 12215.764 366.881 1157.956 Sorghum meal/powder 998 814.384 15.872 101.717 Rice 998 4071.921 620.172 626.84 Mealie rice; samp 998 2035.961 126.85 306.607 White bread 998 12215.764 1941.833 2171.784 Brown & wholewheat bread 998 14251.725 1642.11 2809.229 Spaghetti; macaroni; other pasta 998 3257.537 380.794 470.896 Corn flour; other meal and flour 998 2768.906 89.721 321.063 Breakfast cereals (incl taystee wheat; mabella; cornflakes; puffed rice; muesli) 998 74597.594 1494.33 7025.352 Other bread (incl garlic bread; other bread loaves; bread rolls) 998 2687.468 304.211 556.271 Other baked products (incl rusks; biscuits; crackers; cakes; tarts; vetkoek) 998 4071.921 366.759 716.728 Baby food (predominantly grain) 998 7329.458 207.921 961.065 Other grain products (incl sandwiches, pies, excl meat/fruit pies) 998 7085.143 87.151 695.682 SUBTOTAL: Grain products 998 488.631 85632.5 8248.292 9769.102 Beef & veal (incl heads & feet) 998 17916.453 2087.37 2644.841 Mutton, lamb & goat (incl heads & feet) 998 16287.685 3487.327 3371.697 Pork (incl heads & feet) 998 8143.842 560.073 1063.792 Poultry (incl heads & feet) 998 39090.445 2353.799 3423.371 Boerewors 998 4071.921 814.303 979.688 Other sausages (pork, beef, chicken, game etc) 998 3257.537 174.831 568.94 Cold meats (viennas, polony, ham, other processed meat) 998 6107.882 612.706 799.769 Biltong & dried sausages 998 6107.882 246.192 796.85 Bacon 998 2035.961 172.832 335.463 Baby food (predominantly meat) 998 2035.961 8.16 115.055 Other meat & meat products 998 2850.345 134.724 406.172 SUBTOTAL: Meat products 998 48130.109 10652.317 7435.987 Fresh or chilled fish 998 4886.306 1191.017 1248.54 Canned, dried, smoked fish; fish paste 998 5700.69 480.878 886.161 SUBTOTAL: Fish & other seafood 998 8551.034 1671.895 1674.029 Fresh milk (full cream, low fat) 998 10586.995 2414.143 1555.085 Longlife milk (full cream, low fat) 998 4071.921 96.861 499.847 Condensed milk; evaporated milk 998 4071.921 223.18 528.841 Powdered milk; Whiteners (eg Cremora) 998 2035.961 149.249 308.097 Cheese and cottage cheese 998 4886.306 759.67 750.862 Cream and yoghurt 998 2646.749 249.375 473.318 Sour milk; maas; buttermilk 998 2035.961 79.562 269.008 Eggs (incl egg powder) 998 2035.961 448.85 451.475 Baby food (predominantly milk) 998 4071.921 54.714 314.954 Other milk and cheese products (incl milk substitutes, eg soya milk) 998 1221.576 41.902 188.422 SUBTOTAL: Milk, cheese and eggs 998 21540.463 4517.507 2697.7 Butter and butter oil 998 4071.921 268.143 509.593 Margarine and medium, low fat spreads 998 3461.133 717.401 630.811 Cooking and salad oils (excl. salad dressing) 998 4071.921 493.853 531.836 Peanut butter 998 2035.961 238.277 262.849 Other fats and oils (eg lard) 998 1180.857 31.825 142.337 SUBTOTAL: Oils and fats 998 8551.034 1749.498 1101.754 Lettuce (fresh) 998 1221.576 196.089 281.828 Cabbage (fresh) 998 814.384 134.847 149.415 Green mealies (fresh) 998 2035.961 49.247 174.296 Tomatoes (fresh) 998 2035.961 377.326 290.874 Carrots (fresh) 998 2443.153 189.275 244.368 Green beans (fresh) 998 2035.961 130.603 243.675 Pumpkin, marrows, gem squash (fresh) 998 2035.961 196.864 234.463 Peas (frozen) 998 1221.576 85.151 205.724 Carrots (frozen) 998 936.542 37.904 141.516 Dried peas, beans, lentils 998 1221.576 41.984 140.95 Canned vegetables 998 2443.153 291.195 473.837 Frozen beans 998 1465.892 97.555 271.601 All other vegetables & vegetable products 998 5089.901 738.821 628.123 Pop corn, kernels & prepared 998 610.788 37.21 111.478 Potato crisps, other chips 998 3094.66 262.512 436.794 Baby food (predominantly veg) 998 1221.576 14.729 102.02 SUBTOTAL: Vegetables 998 11238.503 2881.313 1891.324 Oranges 998 1628.768 267.409 323.127 Other citrus fruit 998 814.384 50.879 147.887 Bananas 998 2035.961 310.78 300.112 Other subtropical fruit 998 1710.207 155.206 298.19 Apples 998 1628.768 392.667 358.253 Other deciduous fruit 998 2035.961 123.667 308.192 Other fruits (incl strawberries, watermelon, melon) 998 814.384 98.616 213.587 Dried fruit 998 1017.98 79.358 199.434 Nuts 998 1628.768 39.618 171.657 Nuts 998 2035.961 177.198 366.733 Baby food (predominantly fruit) 998 814.384 8.079 77.533 All other fruit and nut products, excl peanut butter (e.g. lemon juice) 998 814.384 16.728 92.38 SUBTOTAL: Fruit and Nuts 998 6474.354 1720.203 1375.928 White sugar 998 3053.941 843.353 528.158 Brown sugar 998 1832.365 196.742 401.077 Other sugar products (icing sugar etc) 998 814.384 25.501 104.127 Sweeteners 998 1140.138 35.823 144.88 Syrup & honey 998 1425.172 119.057 253.542 Jam 998 3461.133 489.814 657.787 Chocolate 998 4071.921 300.212 553.848 Other sweets incl health bars 998 2035.961 83.682 247.997 Jelly powder 998 1547.33 106.449 195.901 Ice-cream 998 3013.222 237.094 445.922 SUBTOTAL: Sugar, jam, honey, chocolate & confectionery 998 10505.557 2437.726 1557.239 Vinegar 998 11238.503 218.529 894.319 Salt & pepper 998 25327.35 374.021 1969.75 Herbs & spices 998 4153.36 304.496 461.279 Canned soup, soup powders & meat extract cubes 998 2117.399 111.019 263.014 Custard powder & Instant pudding powder 998 2320.995 165.202 312.054 Yeast, baking powder and bicarbonate of soda 998 2809.626 86.416 213.952 Chutney, pickles, sauces, mustard, tomato sauce & mayonnaise 998 7125.862 418.943 598.993 All other food (incl all unmatched food items) 998 4071.921 153.778 537.292 SUBTOTAL: Food not elsewhere classified 998 37217.359 1832.405 3449.065 TOTAL: Food 998 5537.813 115113.211 35711.157 19483.667 Instant coffee 998 4886.306 904.064 679.061 Ground coffee & coffee beans 998 2850.345 73.89 316.848 Ceylon tea (leaves & bags) 998 1791.645 465.048 353.007 Rooibos & herbal teas (leaves & bags) 998 1221.576 66.016 182.644 Cocoa & other warm drinks 998 2606.03 77.562 257.473 SUBTOTAL: Coffee, tea and cocoa 998 7695.931 1586.58 985.403 Soft drinks 998 10179.803 671.337 1148.367 Mineral/spring water 998 1832.365 34.517 196.276 Fruit juices, nectar, fruit drinks, concentrates & dairy fruit juice mixtures 998 4886.306 446.647 775.866 Other cooldrinks (incl flavoured syrups) 998 203.596 19 39.531 SUBTOTAL: Mineral water, soft drinks, fruit and vegetable juices 998 12215.764 1171.5 1525.982 TOTAL: Non-Alcoholic Beverages 998 15473.301 2758.081 1972.806 Spirits (such as brandy; whisky gin; liqueurs) 998 12215.764 329.14 1089.248 Fortified wines (sherry, port etc) 998 4886.306 23.175 312.785 Sorghum beer (traditional or pre-packed) 998 All other alcoholic beverages 998 10586.995 790.149 1498.892 TOTAL: Alcoholic beverages 998 12215.764 1142.464 2155.615 Cigarettes 998 17102.068 3026.156 3371.687 Cigars and cigarillos 998 1465.892 7.018 93.033 Pipe, cigarette and chewing tobacco; snuff; other smoked items 998 1180.857 35.66 168.105 TOTAL: Cigarettes, cigars, tobacco & smokers' requisites 998 17102.068 3068.833 3393.933 Clothing (men's, women's, boys', girls') 998 44112.48 4198.547 5383.246 Baby clothes 998 6107.882 176.535 781.512 Shoes (men's, women's, boys', girls') 998 22225.902 1896.905 2450.162 Baby shoes 998 916.182 26.211 110.152 Material for clothing 998 4411.248 293.83 723.271 Knitting wool & yarns 998 1696.634 33.079 146.888 Patterns, trimming lace, sewing cotton etc 998 678.654 32.868 90.325 Labour cost for making/knitting of clothing & repairs/alterations to clothing 998 1017.98 59.998 185.323 Cost of the hire of clothing 998 2768.906 12.383 143.495 TOTAL: Clothing and footwear 998 50899.016 6730.356 7593.412 Firewood 998 9772.611 1063.392 2033.494 Charcoal 998 5863.566 85.437 501.076 Paraffin 998 10586.995 405.193 1126.868 Gas in cylinders (incl gas for heating purposes) 998 11401.38 785.497 1431.982 Candles 998 4886.306 174.505 347.567 Coal (incl anthracite) 998 24431.527 73.849 1114.744 Methylated spirits; fuel for lawnmowers & generators for heating 998 7329.458 133.704 706.169 Dung 998 2850.345 35.905 249.475 Dry-cells (batteries) 998 1954.522 29.54 177.705 Recharging of rechargeable cells 998 3257.537 6.528 145.754 Other household fuel (incl petrol & diesel for household use) 998 TOTAL: Household fuel 998 27404.029 2793.55 3908.499 Bed bases & matresses 998 10179.803 273.569 1176.361 Dining room furniture 998 16966.338 307.995 1634.381 Lounge furniture 998 30539.408 414.553 2216.621 Kitchen furniture 998 4071.921 83.489 490.275 Garden & patio furniture 998 3199.851 25.575 246.535 Loose carpets & rugs 998 10179.803 181.377 962.948 Other bedroom furniture 998 13573.07 318.505 1387.028 Upholstering; repairs to furniture, furnishings & floor coverings 998 7465.189 83.982 685.921 Other furniture, furnishings & floor coverings 998 4241.584 67.015 457.101 SUBTOTAL: Furniture and floor coverings 998 36986.617 1756.06 4857.348 Blankets & travelling rugs 998 4071.921 190.526 547.475 Sheets & pillowcases; duvets & duvet covers; duvet packs 998 6786.535 313.575 764.002 Curtains (incl making & hanging charges) & material for curtains 998 5089.901 120.706 550.144 Pillows & cushions 998 3053.941 65.213 264.41 Table & bathroom linen (eg tablecloths, napkins; towels, facecloths) 998 6786.535 167.256 574.407 . Other household textiles 998 4954.171 73.809 495.631 SUBTOTAL: Household textiles 998 25110.182 931.085 2314.682 Washing machines, dishwashers, tumble dryers 998 6786.535 165.93 817.5 Paraffin stoves & heaters 998 6.787 0.0272 0.429 Hotplates 998 1017.98 8.262 81.675 Gas stoves & heaters 998 678.654 2.258 37.317 Sewing machines, overlockers, knitting machines (electric) 998 2300.635 5.019 103.122 Sewing machines & knitting machines (non-electric) 998 3.393 0.0136 0.215 Irons 998 1017.98 66.556 164.769 Kettles, percolators, coffee makers 998 678.654 45.007 126.823 Food mixers, processors & similar accessories 998 1017.98 15.392 101.309 Frying pans & woks 998 1017.98 13.889 90.604 Toasters, waffle irons & sandwich toasters 998 437.732 8.619 51.798 Repairs of electrical & non-electrical appliances 998 8483.169 46.758 494.348 Vacuum cleaners; polishers & carpet cleaning machines 998 13573.07 144.714 1117.127 Refrigerators, deep freezers, fridge/freezer combinations 998 13573.07 433.93 1761.85 Stoves & ovens, incl microwave ovens 998 13573.07 288.435 1210.347 Power driven garden tools (lawnmowers, edge trimmers) 998 2320.995 18.986 180.49 All other appliances (incl. fridges, freezers, stoves; electric & non-electric) 998 9161.822 53.027 589.94 SUBTOTAL: Household appliances 998 27485.469 1316.822 2996.699 Pianos, organs & other musical instruments 998 4071.921 16.32 257.401 TV sets, decoders, VCR/DVD/Blu-Ray players, aerials, satellite dishes 998 8143.842 408.515 1332.75 TV licences 998 7695.931 514.216 480.68 Subscription to pay-TV channels 998 11401.38 425.144 1118.989 Television rental 998 6515.074 96.453 629.764 Rent for decoder, video equipment, tapes 998 8483.169 87.81 553.785 Radios, tape recorders, CD players, sound systems & similar equipment 998 8822.496 163.615 956.839 CDs/DVDs/VCDs/Blu-Ray discs (music/movies/blank; not games/software) 998 3393.268 69.321 352.843 SUBTOTAL: Musical instruments, audiovisual equipment and accessories 998 17173.328 1781.394 3008.543 Kitchen utensils & cookingware; Cutlery; Tableware 998 3393.268 80.752 375.474 Gardening hand tools (spades, hoses, watering cans) 998 848.317 13.712 75.045 SUBTOTAL: Other household equipment 998 3393.268 94.464 395.389 TOTAL: Furniture and equipment 998 68306.477 5879.826 8969.52 Soap (not toilet soap),washing powder,liquid detergent,bleach,dishwasher tablets 998 2280.276 712.26 515.226 Floor, shoe & furniture polish 998 1954.522 173.811 296.168 Scouring powders, pot scourers 998 1221.576 118.771 211.178 Insecticides (indoor), pesticides, drain & toilet cleansers, air freshener etc 998 2361.714 202.209 351.429 Matches 998 407.192 54.918 93.943 Brooms, brushes, feather dusters, etc 998 1628.768 59.977 243.909 Packaging materials (plastic bags & sachets, foil, wax paper etc) 998 2035.961 115.589 273.518 Paper serviettes, disposable dinner ware (plates, cups etc) 998 1017.98 40.23 138.904 SUBTOTAL: Non-durable household goods 998 6230.04 1477.765 1275.765 Cash wage incl transport allowance: General domestic worker 998 29317.832 965.755 3912.862 Cash wage incl transport allowance: Childminder/nanny 998 Cash wage incl transport allowance: Cook 998 Cash wage incl transport allowance: Chauffeur 998 Cash wage incl transport allowance: Clothes washer/ironer 998 24431.527 144.435 1665.841 Cash wage incl transport allowance: Gardener 998 12215.764 94.25 894.341 Cash wage incl transport allowance: Other domestic workers 998 8143.842 49.206 557.871 Laundry service for HH textiles/carpets; nappy services (incl launderettes) 998 2443.153 7.997 116.703 Fumigation & cleaning services (incl for upholstery, pools, window cleaning etc) 998 488.631 1.958 26.732 SUBTOTAL: Domestic services and household articles 998 36647.289 1263.601 4735.901 TOTAL: Goods and services for household maintenance 998 38886.848 2741.366 5149.93 Telephony costs (incl phone rental, phone calls; landline & mobile) 998 91903.266 5587.345 9206.278 Internet subscriptions & costs 998 4275.517 12.852 234.179 Postage (stamps, packages, other) 998 7451.616 116.16 582.423 Other communication (post box rental, courier services, telegrams etc) 998 3257.537 47.9 343.808 TOTAL: Communication for household purposes 998 93532.031 5764.257 9468.215 Computers, software, calculators, disks & consumables 998 27146.141 275.541 2272.004 Phones (incl mobile phones), fax machines, answering machines 998 10179.803 180.652 1070.385 Two-way radios 998 6107.882 18.36 334.541 TOTAL: Computer and telecommunication equipment 998 28333.785 474.554 2736.767 New motor cars, station wagons & minibuses 998 125550.906 1484.388 11031.718 New bakkies & four-wheel drive vehicles 998 16966.338 85.002 1198.491 New motorcycles & scooters 998 New bicycles 998 2714.614 22.78 215.335 Used motor cars, station wagons & minibuses 998 332540.219 8466.328 42732.132 Used bakkies & four-wheel drive vehicles 998 32236.043 180.204 2157.858 Used motorcycles & scooters 998 3393.268 13.6 214.501 Used bicycles 998 2035.961 11.56 142.002 SUBTOTAL: Purchase of private vehicles 998 332540.219 10263.863 44286.639 Motor car fuel 998 35832.906 4407.018 6679.001 New tyres & tubes 998 6786.535 308.005 1064.396 Retreaded tyres 998 2714.614 33.117 217.688 Spare parts & accessories purchased for private repair, maintenance, cleaning 998 16966.338 242.867 1522.767 Car batteries 998 1696.634 38.761 181.294 Oil & grease 998 1696.634 50.447 171.509 Parking fees 998 28564.527 112.488 1311.646 Traffic fines 998 1357.307 22.78 135.199 Toll fees 998 705.8 18.048 76.401 Vehicle maintenance & lubrication services 998 22717.928 364.766 1482.764 Installation of air conditioning & security systems 998 1017.98 13.6 102.176 Panel-beating repairs (incl repairs to others' vehicles), paid by self 998 23752.873 157.648 1222.508 Panel-beating repairs (incl repairs to others' vehicles), paid by insurer 998 20359.605 179.632 1571.588 Other repair work (incl repairs to others' vehicles), paid by self 998 40719.211 235.013 1952.128 Other repair work (incl repairs to others' vehicles), paid by insurer 998 20359.605 102.016 1438.189 Licenses & registration fees (incl that of motorcycles) 998 1696.634 203.831 294.169 All other vehicle running costs 998 16939.191 141.402 1191.022 SUBTOTAL: Running costs 998 148550.469 6631.438 11642.733 Bus (education & non-education) 998 407.192 18.762 62.374 Train (education & non-education) 998 3528.998 83.506 296.558 Metered taxi (education & non-education) 998 814.384 43.106 135.273 Taxis & rented vehicles (education & non-education) 998 2035.961 153.639 399.828 Other public & hired transport (education & non-education) 998 169.663 1.122 12.436 Value of reduced transport tariffs (education & non-education) 998 2117.399 31.702 174.745 Furniture removal & transport of goods (education & non-education) 998 1187.644 6.528 79.981 Bus (away from home) 998 4241.584 210.736 719.57 Train (away from home) 998 2544.951 67.457 338.863 Taxi, incl. metered & minibus (away from home) 998 1526.97 18.245 154.873 998 Aircraft (away from home) 998 47505.746 161.048 2320.3 Rented vehicles (away from home) 998 Other transport (away from home) 998 1357.307 5.95 87.268 SUBTOTAL: Public and hired transport 998 47505.746 801.801 2592.147 TOTAL: Transport 998 351298.219 17697.101 48876.006 Newspapers 998 10261.241 673.125 1070.257 Magazines & periodicals 998 5429.229 249.704 603.535 Books (excl for academic purposes) 998 2022.388 48.856 227.524 Stationery 998 5429.229 141.082 537.189 TOTAL: Newspapers, books and stationery 998 10261.241 1112.767 1523.989 Total rent paid or, if rented free, total rent household would pay 998 101798.031 3956.822 12271.299 Levy paid (sectional title or share-holding scheme) 998 9772.611 285.85 1165.063 Boarding/lodging paid (permanent only) 998 Mortgage bond repayment (capital plus interest) 998 171020.688 20233.164 35079.701 Subsidy &/or value of reduction in mortgage bond instalment 998 37746.711 2089.777 7834.651 Assessment rates & taxes 998 32575.369 2687.468 3032.511 Household services, incl water, electricity, sanitation 998 3135.379 36036.504 11564.419 5565.611 Additional capital payments in respect of mortgage bond 998 84831.695 943.179 6788.573 Other additional payments i.r.o. mortgage bond (transfer costs, registration) 998 135730.703 1736.204 11205.994 Maintenance & repair of buildings, swimming pools etc (plumbers, electricians) 998 80420.445 1253.959 7094.887 Additions & alterations 998 2035.961 8.84 119.342 Building materials not included previously (e.g. for building houses) 998 1051.913 7.446 87.839 Contribution to communal provision of services 998 Payment for right to access land 998 6786.535 86.144 660.805 TOTAL: Housing and housing services 998 5659.971 292988.313 44853.273 53297.049 Expenses incurred as owner of holiday home, after deduction of letting income 998 451.305 16433.596 3227.31 3229.149 Hotels, motels, boarding fees 998 6786.535 97.565 661.408 Rent paid for holiday flat/house, private house, caravan etc 998 39124.375 91.999 1493.797 Meals, snacks and unmatched beverages consumed in restaurants etc; take-aways 998 38072.465 1604.247 3396.755 Soft drinks (consumed on-site) 998 6107.882 76.746 388.335 Mineral/spring water (consumed on-site) 998 610.788 6.732 63.802 Spirits (consumed on-site) 998 1221.576 11.791 104.841 Fortified wine (consumed on-site) 998 2443.153 24.48 243.454 Sorghum beer (consumed on-site) 998 40.719 0.245 3.149 Other alcoholic beverages (consumed on-site) 998 8876.788 362.474 1279.653 TOTAL: Restaurants and hotels 998 471.664 55283.117 5503.591 5952.856 Medical aid contribution paid by household member 998 35425.715 2742.875 5488.865 Medical aid contribution paid by employer 998 33932.676 1772.734 5084.258 Flat rate in respect of services & medicine obtained at hospital/clinic 998 1710.207 28.153 185.52 Therapeutic appliances & equipment (like spectacles & hearing aids) 998 4750.575 95.324 498.631 Consultations of traditional healers 998 All other health and medical expenditure 998 61757.473 1722.665 5071.383 TOTAL: Health Service and Medical Requisites 998 90396.648 6361.751 11134.411 Photography (cameras, video cameras, projectors, flashes & film) 998 18662.973 99.758 989.204 Boats (incl outboard motors), aircraft, go-carts 998 678.654 2.04 37.171 Sports equipment (tennis rackets & balls, rifles & ammunition, fishing rods etc) 998 2714.614 55.251 267.473 Camping equipment (tents, sleeping bags, etc) 998 1017.98 7.31 82.046 Pool & garden maintenance (excl wages, incl chemicals, pool equipment, repairs) 998 11876.437 354.267 1372.236 Gardening requirements (excl equipment): seeds, plants, fertilizer, sprays 998 3257.537 99.136 337.462 Pets (purchase of pets, foods/feeds & other requisites) 998 6474.354 288.968 867.867 Pet licences 998 1832.365 29.791 115.902 Pet care (eg doggy parlour; kennels & veterinary costs) 998 4625.024 68.307 348.759 Bouquets & cut flowers for household use 998 1017.98 25.365 112.818 Hobbies, toys & games (incl software games) 998 15269.704 160.806 1209.896 Admission charges (cinemas, theatres, concerts, swimming pools, sports events) 998 3393.268 141.769 439.891 Fees for lessons connected with recreation, entertainment & sport 998 2117.399 28.683 211.033 Film development & photo prints 998 1696.634 59.841 207.67 Library fees & fines 998 651.507 4.607 44.389 TOTAL: Recreation, entertainment and sport 998 27709.424 1425.9 3536.97 Tuition: Day-care mothers, creches & playgroups (self) 998 13030.147 178.334 1270.696 Tuition: Day-care mothers, creches & playgroups (grant) 998 Tuition: Primary & secondary schools (self) 998 20359.605 1278.391 2738.022 Tuition: Primary & secondary schools (grant) 998 3155.739 16.32 196.818 Tuition: Tertiary/college/educ not definable by level/private tuition (self) 998 61078.816 838.117 5821.899 Tuition: Tertiary/college/educ not definable by level/private tuition (grant) 998 50899.016 229.505 2985.317 All other tuition costs (self) 998 11876.437 245.553 1326.39 All other tuition costs (grant) 998 Boarding fees, all institutions (self) 998 14251.725 249.225 1552.97 Boarding fees, all institutions (grant) 998 2035.961 10.2 143.819 Textbooks (self) 998 10179.803 109.584 842.379 Textbooks (grant) 998 TOTAL: Education 998 72548.063 3155.229 8648.736 Hairdressing, beauty care & other personal care services - Male 998 4886.306 429.021 831.485 Hairdressing, beauty care & other personal care services - Female 998 8143.842 632.127 1327.584 Personal care electrical appliances (hairdryers, shavers, etc) 998 4071.921 94.658 531.707 Hair pieces 998 3053.941 19.176 202.997 Shampoo & conditioners 998 3461.133 439.425 529.845 Sprays 998 4071.921 78.174 307.392 Other hair preparations 998 2035.961 48.553 224.081 Disposable nappies 998 8143.842 182.951 915.214 Tissues 998 2035.961 130.399 281.305 Sanitary towels, tampons 998 4886.306 343.828 484.042 Toothpaste, toothbrushes, mouthwash, dental floss 998 2035.961 481.735 446.527 Shaving soap & cream, razors & razor blades. aftershave lotions 998 3624.01 254.597 510.747 Skin creams, cleansers & lotions; perfumes 998 9772.611 436.202 1325.465 Powder (incl. baby powder) & deodorants 998 2443.153 197.966 388.462 Make-up preparations, not shown elsewhere (eg lipstick, eye shadow etc) 998 4071.921 182.135 488.148 Toilet paper 998 2687.468 892.477 628.878 Body soap, bubble bath, bath oils & bath salts 998 4071.921 376.306 463.659 TOTAL: Personal care 998 25693.822 5219.73 4655.094 Watches & personal jewellery 998 8483.169 298.176 872.52 Handbags, travelling bags, school bags 998 4071.921 153.299 468.279 Other misc. goods & repairs (incl. articles for babies; umbrellas, sunglasses) 998 4614.844 109.05 389.084 TOTAL: Personal effects n.e.c. 998 10179.803 560.525 1251.983 Maintenance of family/dependents living elsewhere, incl alimony (cash & in-kind) 998 16016.224 294.327 1655.753 Membership fees (unions, associations, societies) 998 10586.995 184.729 846.462 Membership fees for gymnasiums; health; sport & social clubs 998 8483.169 189.261 1027.295 Gifts to non-household members (cash & in-kind) 998 32575.369 645.629 2051.982 TOTAL: Membership fees, remittances, donations, gifts 998 32575.369 1313.946 3315.724 Bank charges 998 19545.223 397.601 1628.09 Interest & finance charges 998 95011.492 602.465 6203.517 Repayments on loans & overdrafts (excl. instalments shown elsewhere) 998 176449.922 3349.053 21208.659 Funeral policies 998 305394.094 1050.533 13748.378 Medical insurance 998 26467.488 809.22 3588.661 Insurance of buildings 998 19748.818 630.104 2376.22 Life insurance covering mortgage debt 998 14251.725 357.497 1656.83 Insurance on contents of dwellings (excl. package insurance) 998 23413.547 658.178 2554.484 Insurance for private transport (excl. package insurance) 998 27146.141 585.947 2592.599 Package insurance (comprehensive insurance) 998 28503.449 1018.82 3640.828 Contributions to pension, provident & annuity funds (self-paid) 998 40719.211 2219.84 6277.294 Contributions to pension, provident & annuity funds (paid by employer) 998 73294.578 1913.8 8684.874 Contributions to stokvel 998 6107.882 18.36 334.541 TOTAL: Finance and bank charges, Insurance 998 305394.094 13611.417 36650.481 Professional fees (legal fees, architects, etc.) 998 203596.063 684.434 9358.137 Funeral expenses 998 12894.417 50.661 614.039 Gravestones and maintenance of graves (excl unveiling) 998 678.654 3.4 47.94 TOTAL: All other matched expenditure 998 203596.063 738.495 9477.335 All remaining unmatched expenditure on goods 998 10179.803 243.146 743.671 All remaining unmatched expenditure on financial services 998 82592.133 5553.198 11775.401 All remaining unmatched expenditure on taxes 998 356174.344 33551.896 51059.094 All remaining unmatched expenditure 998 6000838 65398.616 561848.39 TOTAL: All other unmatched expenditure 998 6021197.5 104746.856 565124.23 Total expenditure, excluding unmatched expenditures 998 20838.057 1091526 168618.168 166473.351 Total expenditure, including unmatched expenditures 998 20838.057 6207569 273365.024 598412.021 Salary, wages; income from business 998 6205608 227620.217 587316.113 Social Grants: Old age pension; war veterans grants 998 166948.766 5573.32 16016.076 Social Grants: Disability grant 998 33389.754 2355.023 6706.673 Social Grants: Family and other allowances (incl CSG) 998 16287.685 233.925 1779.841 SUBTOTAL: Income from work 998 6205608 227620.217 587316.113 SUBTOTAL: Social grants 998 166948.766 8162.267 17604.047 SUBTOTAL: All other income 998 979897.688 38757.574 109535.205 TOTAL: All income 998 16694.877 6205608 274540.056 592923.688 Salary, wages; income from business - IND 998 6107882 52186.227 285271.038 Social Grants: Old age pension; war veterans grants - IND 998 166948.766 1135.109 7050.813 Social Grants: Disability grant - IND 998 27892.66 393.728 2555.03 Social Grants: Family and other allowances (incl CSG) - IND 998 16287.685 38.081 718.289 SUBTOTAL: Income from work - IND 998 6107882 52186.227 285271.038 SUBTOTAL: Social grants - IND 998 166948.766 1566.918 7466.376 Bond (outstanding amount) 998 1683060.75 71340.519 238769.179 Motor vehicle loan (outstanding amount) 998 305394.094 9181.883 36783.281 Furniture & appliances (outstanding amount) 998 25449.508 330.453 2165.604 Bank overdraft, credit cards (outstanding amount) 998 339326.781 6197.984 40727.462 Retail store accounts (outstanding amount) 998 67865.352 1133.746 6552.44 Loans from family/friends (outstanding amount) 998 33932.676 379.448 2952.869 TOTAL: Debts 998 1968095.25 88564.031 288499.018 All other unmatched debts 998 . Net withdrawals from savings 998 186629.719 1329.766 12991.465 .. Imputed rent on owner-occupied housing 998 Sysmiss Imputed rent (estimated rental value of owner-occupied housing) 998 285034.5 34165.785 39871.092 Imputed rent (7% of dwelling value) 998 2612.816 142517.25 24920.049 24329.785 Household ID 998 101000101 101000102 101000103 101000104 101000105 101000106 101000107 101000109 101000110 101000113 101000201 101000202 101000203 101000204 101000205 101000206 101000207 101000208 101000210 101000211 101000301 101000302 101000303 101000304 101000306 101000307 101000308 101000310 101000311 101000312 101000401 101000402 101000403 101000404 101000405 101000406 101000407 101000408 101000409 101000410 101000411 101000501 101000502 101000503 101000505 101000507 101000508 101000513 101000514 101000515 101000516 101000601 101000602 101000603 101000604 101000605 101000606 101000607 101000608 101000610 101000611 101000701 101000702 101000703 101000704 101000705 101000706 101000707 101000709 101000710 101000711 101000801 101000802 101000803 101000804 101000805 101000806 101000807 101000808 101000809 101000810 101000901 101000902 101000903 101000904 101000905 101000906 101000907 101000908 101000909 101000910 101001001 101001002 101001003 101001004 101001005 101001006 101001007 101001008 101001009 101001010 101001101 101001102 101001103 101001104 101001105 101001107 101001108 101001109 101001110 101001111 101001112 102000101 102000103 102000104 102000107 102000108 102000109 102000111 102000112 102000113 102000114 102000201 102000202 102000203 102000204 102000205 102000206 102000207 102000208 102000209 102000210 102000301 102000302 102000304 102000305 102000308 102000309 102000311 102000312 102000313 102000314 102000401 102000402 102000403 102000404 102000405 102000406 102000407 102000408 102000409 102000410 102000501 102000502 102000503 102000504 102000505 102000506 102000507 102000508 102000509 102000510 102000602 102000603 102000604 102000605 102000606 102000607 102000608 102000609 102000610 102000612 102000701 102000702 102000703 102000704 102000705 102000706 102000707 102000708 102000709 102000710 102000801 102000802 102000803 102000804 102000805 102000806 102000807 102000808 102000809 102000810 102000901 102000902 102000903 102000904 102000905 102000906 102000907 102000908 102000909 102000910 102001001 102001004 102001005 102001006 102001007 102001010 102001011 102001012 102001014 102001015 102001101 102001102 102001104 102001105 102001110 102001112 102001113 102001203 102001204 102001205 102001206 102001207 102001210 102001211 Person ID 998 1 2 3 4 5 6 7 8 9 10 998 1995 Sex (1=Male 2=Female), from IES 998 1 Male 2 Female Age, from IES 998 87 30.411 19.321 Race, from IES 998 1 African 2 Coloured 3 Asian 4 White Urban dummy (urban=1) 998 Rural 1 Urban Province 998 1 Western Cape 2 Eastern Cape 3 Northern Cape 4 Free State 5 KwaZulu-Natal 6 North West 7 Gauteng 8 Mpumalanga 9 Limpopo District (c1 variable) 998 101 102 Enumerator area (c2 variable) 998 1 2 3 4 5 6 7 8 9 10 11 12 Cross-Entropy weight, based on ASSA2008 estimates 998 103.608 579.971 311.32 80.419 Original household weight (StatsSA) 998 141.063 331.927 309.444 33.377 Cake flour; self-raising flour 998 4525.604 377.341 598.527 Bread flour 998 11314.009 461.346 1276.53 Mealie meal; maize flour 998 16971.012 509.697 1608.715 Sorghum meal/powder 998 1131.401 22.05 141.313 Rice 998 5657.004 861.588 870.852 Mealie rice; samp 998 2828.502 176.229 425.961 White bread 998 16971.012 2697.734 3017.198 Brown & wholewheat bread 998 19799.516 2281.337 3902.782 Spaghetti; macaroni; other pasta 998 4525.604 529.026 654.202 Corn flour; other meal and flour 998 3846.763 124.647 446.044 Breakfast cereals (incl taystee wheat; mabella; cornflakes; puffed rice; muesli) 998 103636.32 2076.03 9760.123 Other bread (incl garlic bread; other bread loaves; bread rolls) 998 3733.623 422.632 772.811 Other baked products (incl rusks; biscuits; crackers; cakes; tarts; vetkoek) 998 5657.004 509.527 995.73 Baby food (predominantly grain) 998 10182.607 288.859 1335.18 Other grain products (incl sandwiches, pies, excl meat/fruit pies) 998 9843.188 121.076 966.491 SUBTOTAL: Grain products 998 678.841 118966.805 11459.118 13571.936 Beef & veal (incl heads & feet) 998 22107.922 2575.7 3263.588 Mutton, lamb & goat (incl heads & feet) 998 20098.111 4303.171 4160.49 Pork (incl heads & feet) 998 10049.056 691.099 1312.661 Poultry (incl heads & feet) 998 48235.465 2904.459 4224.252 Boerewors 998 5024.528 1004.805 1208.882 Other sausages (pork, beef, chicken, game etc) 998 4019.622 215.732 702.041 Cold meats (viennas, polony, ham, other processed meat) 998 7536.792 756.045 986.872 Biltong & dried sausages 998 7536.792 303.788 983.269 Bacon 998 2512.264 213.266 413.943 Baby food (predominantly meat) 998 2512.264 10.069 141.972 Other meat & meat products 998 3517.169 166.242 501.194 SUBTOTAL: Meat products 998 59389.918 13144.376 9175.601 Fresh or chilled fish 998 6453.92 1573.116 1649.094 Canned, dried, smoked fish; fish paste 998 7529.574 635.153 1170.458 SUBTOTAL: Fish & other seafood 998 11294.361 2208.269 2211.088 Fresh milk (full cream, low fat) 998 15571.975 3550.864 2287.31 Longlife milk (full cream, low fat) 998 5989.221 142.469 735.204 Condensed milk; evaporated milk 998 5989.221 328.267 777.85 Powdered milk; Whiteners (eg Cremora) 998 2994.61 219.525 453.167 Cheese and cottage cheese 998 7187.065 1117.368 1104.412 Cream and yoghurt 998 3892.994 366.795 696.183 Sour milk; maas; buttermilk 998 2994.61 117.024 395.673 Eggs (incl egg powder) 998 2994.61 660.195 664.056 Baby food (predominantly milk) 998 5989.221 80.476 463.252 Other milk and cheese products (incl milk substitutes, eg soya milk) 998 1796.766 61.633 277.142 SUBTOTAL: Milk, cheese and eggs 998 31682.979 6644.614 3967.936 Butter and butter oil 998 6205.667 408.654 776.627 Margarine and medium, low fat spreads 998 5274.816 1093.329 961.365 Cooking and salad oils (excl. salad dressing) 998 6205.667 752.639 810.526 Peanut butter 998 3102.833 363.137 400.586 Other fats and oils (eg lard) 998 1799.643 48.501 216.924 SUBTOTAL: Oils and fats 998 13031.899 2666.26 1679.089 Lettuce (fresh) 998 1938.021 311.093 447.118 Cabbage (fresh) 998 1292.014 213.933 237.046 Green mealies (fresh) 998 3230.035 78.129 276.52 Tomatoes (fresh) 998 3230.035 598.625 461.469 Carrots (fresh) 998 3876.042 300.283 387.688 Green beans (fresh) 998 3230.035 207.201 386.588 Pumpkin, marrows, gem squash (fresh) 998 3230.035 312.323 371.974 Peas (frozen) 998 1938.021 135.092 326.379 Carrots (frozen) 998 1485.816 60.134 224.514 Dried peas, beans, lentils 998 1938.021 66.607 223.615 Canned vegetables 998 3876.042 461.979 751.738 Frozen beans 998 2325.625 154.77 430.893 All other vegetables & vegetable products 998 8075.088 1172.134 996.513 Pop corn, kernels & prepared 998 969.011 59.034 176.858 Potato crisps, other chips 998 4909.654 416.474 692.97 Baby food (predominantly veg) 998 1938.021 23.368 161.853 SUBTOTAL: Vegetables 998 17829.795 4571.18 3000.57 Oranges 998 1939.943 318.497 384.86 Other citrus fruit 998 969.971 60.599 176.14 Bananas 998 2424.928 370.154 357.448 Other subtropical fruit 998 2036.94 184.858 355.159 Apples 998 1939.943 467.686 426.697 Other deciduous fruit 998 2424.928 147.294 367.072 Other fruits (incl strawberries, watermelon, melon) 998 969.971 117.456 254.393 Dried fruit 998 1212.464 94.519 237.536 Nuts 998 1939.943 47.186 204.452 Nuts 998 2424.928 211.051 436.797 Baby food (predominantly fruit) 998 969.971 9.622 92.346 All other fruit and nut products, excl peanut butter (e.g. lemon juice) 998 969.971 19.924 110.029 SUBTOTAL: Fruit and Nuts 998 7711.271 2048.846 1638.797 White sugar 998 4131.06 1140.802 714.438 Brown sugar 998 2478.636 266.132 542.535 Other sugar products (icing sugar etc) 998 1101.616 34.494 140.852 Sweeteners 998 1542.262 48.458 195.979 Syrup & honey 998 1927.828 161.048 342.966 Jam 998 4681.868 662.57 889.788 Chocolate 998 5508.08 406.097 749.189 Other sweets incl health bars 998 2754.04 113.197 335.465 Jelly powder 998 2093.071 143.994 264.995 Ice-cream 998 4075.979 320.716 603.197 SUBTOTAL: Sugar, jam, honey, chocolate & confectionery 998 14210.847 3297.508 2106.474 Vinegar 998 14589.525 283.689 1160.982 Salt & pepper 998 32879.293 485.544 2557.077 Herbs & spices 998 5391.781 395.289 598.82 Canned soup, soup powders & meat extract cubes 998 2748.751 144.122 341.438 Custard powder & Instant pudding powder 998 3013.054 214.461 405.1 Yeast, baking powder and bicarbonate of soda 998 3647.381 112.183 277.747 Chutney, pickles, sauces, mustard, tomato sauce & mayonnaise 998 9250.604 543.86 777.597 All other food (incl all unmatched food items) 998 5286.06 199.631 697.499 SUBTOTAL: Food not elsewhere classified 998 48314.59 2378.78 4477.484 TOTAL: Food 998 7646.898 158513.734 48418.95 26361.348 Instant coffee 998 5463.12 1010.787 759.222 Ground coffee & coffee beans 998 3186.82 82.613 354.251 Ceylon tea (leaves & bags) 998 2003.144 519.945 394.678 Rooibos & herbal teas (leaves & bags) 998 1365.78 73.809 204.204 Cocoa & other warm drinks 998 2913.664 86.718 287.867 SUBTOTAL: Coffee, tea and cocoa 998 8604.414 1773.872 1101.727 Soft drinks 998 11534.321 760.664 1301.167 Mineral/spring water 998 2076.178 39.11 222.392 Fruit juices, nectar, fruit drinks, concentrates & dairy fruit juice mixtures 998 5536.474 506.077 879.103 Other cooldrinks (incl flavoured syrups) 998 230.686 21.528 44.791 SUBTOTAL: Mineral water, soft drinks, fruit and vegetable juices 998 13841.186 1327.379 1729.028 TOTAL: Non-Alcoholic Beverages 998 17483.266 3101.251 2225.692 Spirits (such as brandy; whisky gin; liqueurs) 998 16999.225 458.025 1515.777 Fortified wines (sherry, port etc) 998 6799.69 32.25 435.266 Sorghum beer (traditional or pre-packed) 998 All other alcoholic beverages 998 14732.662 1099.556 2085.829 TOTAL: Alcoholic beverages 998 16999.225 1589.831 2999.713 Cigarettes 998 47974.133 8488.867 9458.14 Cigars and cigarillos 998 4112.068 19.686 260.972 Pipe, cigarette and chewing tobacco; snuff; other smoked items 998 3312.5 100.032 471.563 TOTAL: Cigarettes, cigars, tobacco & smokers' requisites 998 47974.133 8608.585 9520.544 Clothing (men's, women's, boys', girls') 998 16744.803 1593.74 2043.444 Baby clothes 998 2318.511 67.011 296.657 Shoes (men's, women's, boys', girls') 998 8436.804 720.052 930.065 Baby shoes 998 347.777 9.95 41.813 Material for clothing 998 1674.48 111.536 274.549 Knitting wool & yarns 998 644.031 12.557 55.758 Patterns, trimming lace, sewing cotton etc 998 257.612 12.477 34.287 Labour cost for making/knitting of clothing & repairs/alterations to clothing 998 386.419 22.775 70.347 Cost of the hire of clothing 998 1051.058 4.701 54.47 TOTAL: Clothing and footwear 998 19320.926 2554.798 2882.408 Firewood 998 9144.999 995.099 1902.9 Charcoal 998 5486.999 79.95 468.896 Paraffin 998 9907.082 379.171 1054.499 Gas in cylinders (incl gas for heating purposes) 998 10669.165 735.051 1340.018 Candles 998 4572.5 163.298 325.246 Coal (incl anthracite) 998 22862.496 69.107 1043.154 Methylated spirits; fuel for lawnmowers & generators for heating 998 6858.749 125.118 660.818 Dung 998 2667.291 33.599 233.453 Dry-cells (batteries) 998 1829 27.643 166.293 Recharging of rechargeable cells 998 3048.333 6.109 136.394 Other household fuel (incl petrol & diesel for household use) 998 TOTAL: Household fuel 998 25644.1 2614.144 3657.489 Bed bases & matresses 998 9526.04 256 1100.813 Dining room furniture 998 15876.733 288.215 1529.419 Lounge furniture 998 28578.121 387.93 2074.267 Kitchen furniture 998 3810.416 78.127 458.789 Garden & patio furniture 998 2994.352 23.933 230.702 Loose carpets & rugs 998 9526.04 169.728 901.106 Other bedroom furniture 998 12701.387 298.05 1297.951 Upholstering; repairs to furniture, furnishings & floor coverings 998 6985.763 78.588 641.87 Other furniture, furnishings & floor coverings 998 3969.183 62.712 427.745 SUBTOTAL: Furniture and floor coverings 998 34611.277 1643.283 4545.401 Blankets & travelling rugs 998 3810.416 178.29 512.315 Sheets & pillowcases; duvets & duvet covers; duvet packs 998 6350.693 293.436 714.937 Curtains (incl making & hanging charges) & material for curtains 998 4763.02 112.954 514.813 Pillows & cushions 998 2857.812 61.025 247.429 Table & bathroom linen (eg tablecloths, napkins; towels, facecloths) 998 6350.693 156.515 537.518 . Other household textiles 998 4636.006 69.069 463.8 SUBTOTAL: Household textiles 998 23497.566 871.289 2166.029 Washing machines, dishwashers, tumble dryers 998 6350.693 155.274 764.999 Paraffin stoves & heaters 998 6.351 0.0255 0.401 Hotplates 998 952.604 7.732 76.43 Gas stoves & heaters 998 635.069 2.113 34.921 Sewing machines, overlockers, knitting machines (electric) 998 2152.885 4.696 96.499 Sewing machines & knitting machines (non-electric) 998 3.175 0.0127 0.201 Irons 998 952.604 62.282 154.187 Kettles, percolators, coffee makers 998 635.069 42.116 118.678 Food mixers, processors & similar accessories 998 952.604 14.404 94.803 Frying pans & woks 998 952.604 12.997 84.785 Toasters, waffle irons & sandwich toasters 998 409.62 8.066 48.471 Repairs of electrical & non-electrical appliances 998 7938.367 43.755 462.6 Vacuum cleaners; polishers & carpet cleaning machines 998 12701.387 135.42 1045.383 Refrigerators, deep freezers, fridge/freezer combinations 998 12701.387 406.063 1648.701 Stoves & ovens, incl microwave ovens 998 12701.387 269.911 1132.617 Power driven garden tools (lawnmowers, edge trimmers) 998 2171.937 17.767 168.899 All other appliances (incl. fridges, freezers, stoves; electric & non-electric) 998 8573.437 49.622 552.053 SUBTOTAL: Household appliances 998 25720.309 1232.254 2804.246 Pianos, organs & other musical instruments 998 3810.416 15.272 240.87 TV sets, decoders, VCR/DVD/Blu-Ray players, aerials, satellite dishes 998 7620.832 382.279 1247.159 TV licences 998 7201.687 481.192 449.81 Subscription to pay-TV channels 998 10669.165 397.841 1047.126 Television rental 998 6096.666 90.259 589.32 Rent for decoder, video equipment, tapes 998 7938.367 82.171 518.22 Radios, tape recorders, CD players, sound systems & similar equipment 998 8255.901 153.107 895.39 CDs/DVDs/VCDs/Blu-Ray discs (music/movies/blank; not games/software) 998 3175.347 64.869 330.183 SUBTOTAL: Musical instruments, audiovisual equipment and accessories 998 16070.43 1666.99 2815.33 Kitchen utensils & cookingware; Cutlery; Tableware 998 3175.347 75.566 351.36 Gardening hand tools (spades, hoses, watering cans) 998 793.837 12.832 70.226 SUBTOTAL: Other household equipment 998 3175.347 88.397 369.997 TOTAL: Furniture and equipment 998 63919.73 5502.214 8393.484 Soap (not toilet soap),washing powder,liquid detergent,bleach,dishwasher tablets 998 2133.833 666.517 482.137 Floor, shoe & furniture polish 998 1829 162.649 277.148 Scouring powders, pot scourers 998 1143.125 111.144 197.616 Insecticides (indoor), pesticides, drain & toilet cleansers, air freshener etc 998 2210.041 189.223 328.86 Matches 998 381.042 51.391 87.909 Brooms, brushes, feather dusters, etc 998 1524.167 56.125 228.245 Packaging materials (plastic bags & sachets, foil, wax paper etc) 998 1905.208 108.165 255.952 Paper serviettes, disposable dinner ware (plates, cups etc) 998 952.604 37.646 129.984 SUBTOTAL: Non-durable household goods 998 5829.937 1382.86 1193.834 Cash wage incl transport allowance: General domestic worker 998 27434.996 903.733 3661.572 Cash wage incl transport allowance: Childminder/nanny 998 Cash wage incl transport allowance: Cook 998 Cash wage incl transport allowance: Chauffeur 998 Cash wage incl transport allowance: Clothes washer/ironer 998 22862.496 135.159 1558.858 Cash wage incl transport allowance: Gardener 998 11431.248 88.197 836.905 Cash wage incl transport allowance: Other domestic workers 998 7620.832 46.046 522.043 Laundry service for HH textiles/carpets; nappy services (incl launderettes) 998 2286.25 7.483 109.208 Fumigation & cleaning services (incl for upholstery, pools, window cleaning etc) 998 457.25 1.833 25.015 SUBTOTAL: Domestic services and household articles 998 34293.742 1182.451 4431.754 TOTAL: Goods and services for household maintenance 998 36389.473 2565.311 4819.193 Telephony costs (incl phone rental, phone calls; landline & mobile) 998 86001.094 5228.517 8615.037 Internet subscriptions & costs 998 4000.937 12.027 219.14 Postage (stamps, packages, other) 998 6973.062 108.7 545.019 Other communication (post box rental, courier services, telegrams etc) 998 3048.333 44.824 321.728 TOTAL: Communication for household purposes 998 87525.258 5394.068 8860.152 Computers, software, calculators, disks & consumables 998 25402.773 257.846 2126.092 Phones (incl mobile phones), fax machines, answering machines 998 9526.04 169.051 1001.643 Two-way radios 998 5715.624 17.181 313.057 TOTAL: Computer and telecommunication equipment 998 26514.145 444.078 2561.008 New motor cars, station wagons & minibuses 998 117487.828 1389.058 10323.244 New bakkies & four-wheel drive vehicles 998 15876.733 79.543 1121.522 New motorcycles & scooters 998 New bicycles 998 2540.277 21.317 201.506 Used motor cars, station wagons & minibuses 998 311183.969 7922.608 39987.808 Used bakkies & four-wheel drive vehicles 998 30165.795 168.631 2019.277 Used motorcycles & scooters 998 3175.347 12.727 200.725 Used bicycles 998 1905.208 10.818 132.882 SUBTOTAL: Purchase of private vehicles 998 311183.969 9604.701 41442.482 Motor car fuel 998 33531.66 4123.993 6250.065 New tyres & tubes 998 6350.693 288.225 996.039 Retreaded tyres 998 2540.277 30.99 203.708 Spare parts & accessories purchased for private repair, maintenance, cleaning 998 15876.733 227.27 1424.973 Car batteries 998 1587.673 36.271 169.651 Oil & grease 998 1587.673 47.207 160.495 Parking fees 998 26730.068 105.264 1227.41 Traffic fines 998 1270.139 21.317 126.516 Toll fees 998 660.472 16.889 71.495 Vehicle maintenance & lubrication services 998 21258.947 341.34 1387.539 Installation of air conditioning & security systems 998 952.604 12.727 95.614 Panel-beating repairs (incl repairs to others' vehicles), paid by self 998 22227.428 147.523 1143.996 Panel-beating repairs (incl repairs to others' vehicles), paid by insurer 998 19052.08 168.096 1470.659 Other repair work (incl repairs to others' vehicles), paid by self 998 38104.16 219.92 1826.759 Other repair work (incl repairs to others' vehicles), paid by insurer 998 19052.08 95.464 1345.826 Licenses & registration fees (incl that of motorcycles) 998 1587.673 190.74 275.277 All other vehicle running costs 998 15851.331 132.321 1114.533 SUBTOTAL: Running costs 998 139010.328 6205.556 10895.018 Bus (education & non-education) 998 381.042 17.557 58.369 Train (education & non-education) 998 3302.361 78.143 277.512 Metered taxi (education & non-education) 998 762.083 40.338 126.586 Taxis & rented vehicles (education & non-education) 998 1905.208 143.772 374.15 Other public & hired transport (education & non-education) 998 158.767 1.05 11.637 Value of reduced transport tariffs (education & non-education) 998 1981.416 29.666 163.523 Furniture removal & transport of goods (education & non-education) 998 1111.371 6.109 74.845 Bus (away from home) 998 3969.183 197.202 673.358 Train (away from home) 998 2381.51 63.125 317.101 Taxi, incl. metered & minibus (away from home) 998 1428.906 17.073 144.927 998 Aircraft (away from home) 998 44454.855 150.705 2171.287 Rented vehicles (away from home) 998 Other transport (away from home) 998 1270.139 5.568 81.664 SUBTOTAL: Public and hired transport 998 44454.855 750.308 2425.676 TOTAL: Transport 998 328737.281 16560.566 45737.11 Newspapers 998 9602.249 629.896 1001.523 Magazines & periodicals 998 5080.555 233.668 564.775 Books (excl for academic purposes) 998 1892.507 45.718 212.912 Stationery 998 5080.555 132.022 502.69 TOTAL: Newspapers, books and stationery 998 9602.249 1041.304 1426.116 Total rent paid or, if rented free, total rent household would pay 998 95260.406 3702.709 11483.218 Levy paid (sectional title or share-holding scheme) 998 9144.999 267.493 1090.241 Boarding/lodging paid (permanent only) 998 Mortgage bond repayment (capital plus interest) 998 160037.484 18933.759 32826.829 Subsidy &/or value of reduction in mortgage bond instalment 998 35322.559 1955.568 7331.497 Assessment rates & taxes 998 30483.328 2514.875 2837.758 Household services, incl water, electricity, sanitation 998 2934.021 33722.184 10821.734 5208.179 Additional capital payments in respect of mortgage bond 998 79383.672 882.606 6352.6 Other additional payments i.r.o. mortgage bond (transfer costs, registration) 998 127013.867 1624.702 10486.327 Maintenance & repair of buildings, swimming pools etc (plumbers, electricians) 998 75255.719 1173.427 6639.242 Additions & alterations 998 1905.208 8.272 111.677 Building materials not included previously (e.g. for building houses) 998 984.357 6.968 82.198 Contribution to communal provision of services 998 Payment for right to access land 998 6350.693 80.612 618.367 TOTAL: Housing and housing services 998 5296.479 274172.125 41972.726 49874.229 Expenses incurred as owner of holiday home, after deduction of letting income 998 422.321 15378.204 3020.047 3021.768 Hotels, motels, boarding fees 998 6350.693 91.299 618.932 Rent paid for holiday flat/house, private house, caravan etc 998 36611.75 86.091 1397.863 Meals, snacks and unmatched beverages consumed in restaurants etc; take-aways 998 35627.391 1501.22 3178.61 Soft drinks (consumed on-site) 998 5715.624 71.818 363.396 Mineral/spring water (consumed on-site) 998 571.562 6.3 59.704 Spirits (consumed on-site) 998 1143.125 11.034 98.108 Fortified wine (consumed on-site) 998 2286.25 22.908 227.819 Sorghum beer (consumed on-site) 998 38.104 0.229 2.947 Other alcoholic beverages (consumed on-site) 998 8306.707 339.196 1197.472 TOTAL: Restaurants and hotels 998 441.373 51732.75 5150.142 5570.555 Medical aid contribution paid by household member 998 33150.621 2566.724 5136.362 Medical aid contribution paid by employer 998 31753.467 1658.886 4757.739 Flat rate in respect of services & medicine obtained at hospital/clinic 998 1600.375 26.345 173.606 Therapeutic appliances & equipment (like spectacles & hearing aids) 998 4445.485 89.202 466.609 Consultations of traditional healers 998 All other health and medical expenditure 998 57791.313 1612.033 4745.69 TOTAL: Health Service and Medical Requisites 998 84591.234 5953.19 10419.342 Photography (cameras, video cameras, projectors, flashes & film) 998 17464.406 93.351 925.676 Boats (incl outboard motors), aircraft, go-carts 998 635.069 1.909 34.784 Sports equipment (tennis rackets & balls, rifles & ammunition, fishing rods etc) 998 2540.277 51.703 250.295 Camping equipment (tents, sleeping bags, etc) 998 952.604 6.841 76.777 Pool & garden maintenance (excl wages, incl chemicals, pool equipment, repairs) 998 11113.714 331.515 1284.109 Gardening requirements (excl equipment): seeds, plants, fertilizer, sprays 998 3048.333 92.769 315.79 Pets (purchase of pets, foods/feeds & other requisites) 998 6058.562 270.41 812.131 Pet licences 998 1714.687 27.878 108.459 Pet care (eg doggy parlour; kennels & veterinary costs) 998 4327.998 63.921 326.361 Bouquets & cut flowers for household use 998 952.604 23.736 105.573 Hobbies, toys & games (incl software games) 998 14289.061 150.479 1132.194 Admission charges (cinemas, theatres, concerts, swimming pools, sports events) 998 3175.347 132.665 411.641 Fees for lessons connected with recreation, entertainment & sport 998 1981.416 26.841 197.48 Film development & photo prints 998 1587.673 55.998 194.333 Library fees & fines 998 609.667 4.311 41.538 TOTAL: Recreation, entertainment and sport 998 25929.881 1334.326 3309.82 Tuition: Day-care mothers, creches & playgroups (self) 998 12193.332 166.881 1189.09 Tuition: Day-care mothers, creches & playgroups (grant) 998 Tuition: Primary & secondary schools (self) 998 19052.08 1196.291 2562.182 Tuition: Primary & secondary schools (grant) 998 2953.073 15.272 184.178 Tuition: Tertiary/college/educ not definable by level/private tuition (self) 998 57156.242 784.292 5448.008 Tuition: Tertiary/college/educ not definable by level/private tuition (grant) 998 47630.203 214.765 2793.595 All other tuition costs (self) 998 11113.714 229.783 1241.207 All other tuition costs (grant) 998 Boarding fees, all institutions (self) 998 13336.456 233.219 1453.236 Boarding fees, all institutions (grant) 998 1905.208 9.545 134.583 Textbooks (self) 998 9526.04 102.547 788.28 Textbooks (grant) 998 TOTAL: Education 998 67888.914 2952.595 8093.301 Hairdressing, beauty care & other personal care services - Male 998 4572.5 401.468 778.086 Hairdressing, beauty care & other personal care services - Female 998 7620.832 591.531 1242.324 Personal care electrical appliances (hairdryers, shavers, etc) 998 3810.416 88.579 497.56 Hair pieces 998 2857.812 17.945 189.961 Shampoo & conditioners 998 3238.854 411.204 495.818 Sprays 998 3810.416 73.154 287.651 Other hair preparations 998 1905.208 45.435 209.69 Disposable nappies 998 7620.832 171.201 856.438 Tissues 998 1905.208 122.025 263.24 Sanitary towels, tampons 998 4572.5 321.747 452.956 Toothpaste, toothbrushes, mouthwash, dental floss 998 1905.208 450.797 417.85 Shaving soap & cream, razors & razor blades. aftershave lotions 998 3391.27 238.246 477.946 Skin creams, cleansers & lotions; perfumes 998 9144.999 408.188 1240.341 Powder (incl. baby powder) & deodorants 998 2286.25 185.252 363.514 Make-up preparations, not shown elsewhere (eg lipstick, eye shadow etc) 998 3810.416 170.438 456.799 Toilet paper 998 2514.875 835.161 588.49 Body soap, bubble bath, bath oils & bath salts 998 3810.416 352.139 433.882 TOTAL: Personal care 998 24043.727 4884.511 4356.137 Watches & personal jewellery 998 7938.367 279.026 816.485 Handbags, travelling bags, school bags 998 3810.416 143.454 438.206 Other misc. goods & repairs (incl. articles for babies; umbrellas, sunglasses) 998 4318.472 102.047 364.097 TOTAL: Personal effects n.e.c. 998 9526.04 524.527 1171.578 Maintenance of family/dependents living elsewhere, incl alimony (cash & in-kind) 998 14987.637 275.425 1549.418 Membership fees (unions, associations, societies) 998 9907.082 172.865 792.101 Membership fees for gymnasiums; health; sport & social clubs 998 7938.367 177.107 961.321 Gifts to non-household members (cash & in-kind) 998 30483.328 604.165 1920.2 TOTAL: Membership fees, remittances, donations, gifts 998 30483.328 1229.562 3102.783 Bank charges 998 18289.998 372.066 1523.531 Interest & finance charges 998 88909.711 563.774 5805.118 Repayments on loans & overdrafts (excl. instalments shown elsewhere) 998 165118.031 3133.972 19846.605 Funeral policies 998 285781.219 983.066 12865.436 Medical insurance 998 24767.705 757.25 3358.191 Insurance of buildings 998 18480.518 589.638 2223.615 Life insurance covering mortgage debt 998 13336.456 334.538 1550.426 Insurance on contents of dwellings (excl. package insurance) 998 21909.893 615.909 2390.431 Insurance for private transport (excl. package insurance) 998 25402.773 548.317 2426.098 Package insurance (comprehensive insurance) 998 26672.912 953.39 3407.009 Contributions to pension, provident & annuity funds (self-paid) 998 38104.16 2077.278 5874.156 Contributions to pension, provident & annuity funds (paid by employer) 998 68587.492 1790.892 8127.118 Contributions to stokvel 998 5715.624 17.181 313.057 TOTAL: Finance and bank charges, Insurance 998 285781.219 12737.27 34296.73 Professional fees (legal fees, architects, etc.) 998 190520.813 640.478 8757.143 Funeral expenses 998 12066.317 47.407 574.604 Gravestones and maintenance of graves (excl unveiling) 998 635.069 3.182 44.861 TOTAL: All other matched expenditure 998 190520.813 691.067 8868.686 All remaining unmatched expenditure on goods 998 9526.04 227.53 695.911 All remaining unmatched expenditure on financial services 998 77287.938 5196.563 11019.166 All remaining unmatched expenditure on taxes 998 333300.281 31397.142 47780 All remaining unmatched expenditure 998 5615454.5 61198.614 525765.601 TOTAL: All other unmatched expenditure 998 5634506.5 98019.848 528831.041 Total expenditure, excluding unmatched expenditures 998 26844.475 1045254.438 175825.017 157397.298 Total expenditure, including unmatched expenditures 998 26844.475 5822336.5 273844.863 559999.009 Salary, wages; income from business 998 5820497 228386.217 550539.026 Social Grants: Old age pension; war veterans grants 998 169835.844 5978.108 16638.161 Social Grants: Disability grant 998 43455.207 2613.698 7499.435 Social Grants: Family and other allowances (incl CSG) 998 20617.529 283.172 2179.039 SUBTOTAL: Income from work 998 5820497 228386.217 550539.026 SUBTOTAL: Social grants 998 169835.844 8874.979 18568.117 SUBTOTAL: All other income 998 932049.813 38672.813 105729.896 TOTAL: All income 998 18878.537 5820497 275934.008 554945.723 Salary, wages; income from business - IND 998 5728835.5 51865.983 268464.218 Social Grants: Old age pension; war veterans grants - IND 998 169835.844 1213.575 7271.475 Social Grants: Disability grant - IND 998 27528.111 432.987 2820.8 Social Grants: Family and other allowances (incl CSG) - IND 998 20617.529 45.961 878.31 SUBTOTAL: Income from work - IND 998 5728835.5 51865.983 268464.218 SUBTOTAL: Social grants - IND 998 169835.844 1692.523 7771.693 Bond (outstanding amount) 998 1672162.875 69636.438 231447.321 Motor vehicle loan (outstanding amount) 998 292791.188 8995.62 35587.252 Furniture & appliances (outstanding amount) 998 23981.51 336.516 2164.42 Bank overdraft, credit cards (outstanding amount) 998 324665.281 5957.987 39006.178 Retail store accounts (outstanding amount) 998 65102.676 1143.223 6620.48 Loans from family/friends (outstanding amount) 998 32510.955 369.164 2829.685 TOTAL: Debts 998 1883058.625 86438.949 278398.535 All other unmatched debts 998 . Net withdrawals from savings 998 185421.297 1322.232 12892.248 .. Imputed rent on owner-occupied housing 998 Sysmiss Imputed rent (estimated rental value of owner-occupied housing) 998 347931.531 35016.597 41333.275 Imputed rent (7% of dwelling value) 998 2660.264 137406.875 25413.911 23444.437 998 20.942 31.99 27.833 2.343