| Value | Category | 
                                    
                    
                        | 0 |  | 
                                    
                    
                        | 1 |  | 
                                    
                    
                        | 7 |  | 
                                    
                    
                        | 18 |  | 
                                    
                    
                        | 72 |  | 
                                    
                    
                        | 2070 |  | 
                                    
                    
                        | 3011 |  | 
                                    
                    
                        | 5056 |  | 
                                    
                    
                        | 10104 |  | 
                                    
                    
                        | 10106 |  | 
                                    
                    
                        | 10111 |  | 
                                    
                    
                        | 10204 |  | 
                                    
                    
                        | 10401 |  | 
                                    
                    
                        | 10403 |  | 
                                    
                    
                        | 10502 |  | 
                                    
                    
                        | 10503 |  | 
                                    
                    
                        | 10506 |  | 
                                    
                    
                        | 11010 |  | 
                                    
                    
                        | 11011 |  | 
                                    
                    
                        | 11081 |  | 
                                    
                    
                        | 11504 |  | 
                                    
                    
                        | 11703 |  | 
                                    
                    
                        | 11802 |  | 
                                    
                    
                        | 11903 |  | 
                                    
                    
                        | 11905 |  | 
                                    
                    
                        | 20101 | House rent | 
                                    
                    
                        | 20102 | Repayment of housing loan | 
                                    
                    
                        | 20103 | Water bill | 
                                    
                    
                        | 20105 | Insurance against fire | 
                                    
                    
                        | 20117 |  | 
                                    
                    
                        | 20118 |  | 
                                    
                    
                        | 20120 |  | 
                                    
                    
                        | 20121 |  | 
                                    
                    
                        | 20144 |  | 
                                    
                    
                        | 20201 | Charcoal/coal | 
                                    
                    
                        | 20202 | Firewood | 
                                    
                    
                        | 20203 | Kerosene, paraffin | 
                                    
                    
                        | 20204 | Gas cooker | 
                                    
                    
                        | 20205 | Electricity | 
                                    
                    
                        | 20206 | Matches, lighters | 
                                    
                    
                        | 20207 | Candles and other fuel and light | 
                                    
                    
                        | 20208 | Lamp/stove wicks | 
                                    
                    
                        | 20210 |  | 
                                    
                    
                        | 20211 |  | 
                                    
                    
                        | 20212 |  | 
                                    
                    
                        | 20216 |  | 
                                    
                    
                        | 20218 |  | 
                                    
                    
                        | 20308 |  | 
                                    
                    
                        | 20401 | Beds | 
                                    
                    
                        | 20402 | Chairs, sofas | 
                                    
                    
                        | 20403 | Tables | 
                                    
                    
                        | 20404 | Cupboards, shelves | 
                                    
                    
                        | 20405 | Wardrobes, bookcases | 
                                    
                    
                        | 20406 | Chests of drawer | 
                                    
                    
                        | 20407 | Mirrors | 
                                    
                    
                        | 20408 | Wall clock | 
                                    
                    
                        | 20409 | Picture, carvings and other decorations | 
                                    
                    
                        | 20410 | Lamps, lampshade | 
                                    
                    
                        | 20411 | Carpets, rugs, mats, linoleum, etc | 
                                    
                    
                        | 20412 | Animal skins | 
                                    
                    
                        | 20413 | Other furniture | 
                                    
                    
                        | 20414 | Repairs to furniture | 
                                    
                    
                        | 20418 |  | 
                                    
                    
                        | 20501 | Sheets, pillow-cases | 
                                    
                    
                        | 20502 | Blankets | 
                                    
                    
                        | 20503 | Towels | 
                                    
                    
                        | 20504 | Table cloth, napkins | 
                                    
                    
                        | 20505 | Bedspread, cover | 
                                    
                    
                        | 20506 | Curtains | 
                                    
                    
                        | 20507 | Pillows | 
                                    
                    
                        | 20508 | Mattresses | 
                                    
                    
                        | 20509 | Mosquito nets | 
                                    
                    
                        | 20510 | Other linen and bedclothes | 
                                    
                    
                        | 20601 | Charcoal stove | 
                                    
                    
                        | 20602 | Kerosene stove | 
                                    
                    
                        | 20603 | Gas cooker | 
                                    
                    
                        | 20604 | Electric cooker | 
                                    
                    
                        | 20605 | Refrigerator, freezer | 
                                    
                    
                        | 20606 | Air-conditioner, fan | 
                                    
                    
                        | 20607 | Water heater, washing and drying machine | 
                                    
                    
                        | 20608 | Sewing machine | 
                                    
                    
                        | 20609 | Iron (charcoal or electric) | 
                                    
                    
                        | 20610 | Other household durables | 
                                    
                    
                        | 20611 | Repairs to household durables | 
                                    
                    
                        | 20701 | Pots, pans, bowls, kettle of metal | 
                                    
                    
                        | 20702 | Pots of clay for cooking and water | 
                                    
                    
                        | 20703 | Wooden bowls, trays and other wooden eqpts | 
                                    
                    
                        | 20704 | Dishes, plates | 
                                    
                    
                        | 20705 | Cups, glases, mugs | 
                                    
                    
                        | 20706 | Knives, forks, spoons, household tools | 
                                    
                    
                        | 20707 | Thermos flask | 
                                    
                    
                        | 20708 | Torches, batteries, bulbs | 
                                    
                    
                        | 20709 | Lantern, other lighting equipment | 
                                    
                    
                        | 20710 | Baskets, washing tabs, etc | 
                                    
                    
                        | 20711 | Brooms, brushes | 
                                    
                    
                        | 20712 | Other household equipment | 
                                    
                    
                        | 20714 |  | 
                                    
                    
                        | 20715 |  | 
                                    
                    
                        | 20717 |  | 
                                    
                    
                        | 20801 |  | 
                                    
                    
                        | 21711 |  | 
                                    
                    
                        | 30101 | Khanzus for men | 
                                    
                    
                        | 30102 | Hats, caps, turbans for men | 
                                    
                    
                        | 30103 | Suits, kaunda suits for men | 
                                    
                    
                        | 30104 | Trousers for men | 
                                    
                    
                        | 30105 | Shorts for men | 
                                    
                    
                        | 30106 | Sarong for men | 
                                    
                    
                        | 30107 | Jackets for men | 
                                    
                    
                        | 30108 | Pullovers for men | 
                                    
                    
                        | 30109 | Coats, winter coats for men | 
                                    
                    
                        | 30110 | Rain coats for men | 
                                    
                    
                        | 30111 | Shirts for men | 
                                    
                    
                        | 30112 | Underwear, vests, t-shirts for men | 
                                    
                    
                        | 30113 | Socks, neckties, handkerchiefs for men | 
                                    
                    
                        | 30114 | Other ready-made clothes for men | 
                                    
                    
                        | 30115 | Night dress for men | 
                                    
                    
                        | 30116 | Cotton cloth for men | 
                                    
                    
                        | 30117 | Other cloth for men | 
                                    
                    
                        | 30118 | Tailoring of new clothes for men | 
                                    
                    
                        | 30119 | Repairs to clothing and shoes for men | 
                                    
                    
                        | 30120 | Leather shoes, boots for men | 
                                    
                    
                        | 30121 | Other men footwear for men | 
                                    
                    
                        | 30122 |  | 
                                    
                    
                        | 30124 |  | 
                                    
                    
                        | 30129 |  | 
                                    
                    
                        | 30141 |  | 
                                    
                    
                        | 30201 | Khanga for women | 
                                    
                    
                        | 30202 | Kitenge for women | 
                                    
                    
                        | 30203 | Sarees for women | 
                                    
                    
                        | 30204 | Other national garments for women | 
                                    
                    
                        | 30205 | Dresses, frocks, gowns for women | 
                                    
                    
                        | 30206 | Trousers for women | 
                                    
                    
                        | 30207 | Skirts for women | 
                                    
                    
                        | 30208 | Blouses for women | 
                                    
                    
                        | 30209 | Overcoats for women | 
                                    
                    
                        | 30210 | Head gear for women | 
                                    
                    
                        | 30211 | Scarves, shawls for women | 
                                    
                    
                        | 30212 | Underwear, brassier for women | 
                                    
                    
                        | 30213 | Stockings, socks, handkerchiefs for women | 
                                    
                    
                        | 30214 | Other ready-made clothes for women | 
                                    
                    
                        | 30215 | Night dress for women | 
                                    
                    
                        | 30216 | Cotton cloth for women | 
                                    
                    
                        | 30217 | Other cloth for women | 
                                    
                    
                        | 30218 | Tailoring of new clothes for women | 
                                    
                    
                        | 30219 | Repairs to clothing and shoes for women | 
                                    
                    
                        | 30220 | Leather shoes for women | 
                                    
                    
                        | 30221 | Other men footwear for women | 
                                    
                    
                        | 30222 |  | 
                                    
                    
                        | 30301 | Shorts, trousers, suits for children | 
                                    
                    
                        | 30302 | Dresses, frocks, gowns for children | 
                                    
                    
                        | 30303 | Skirts for children | 
                                    
                    
                        | 30304 | Shirts, blouses for children | 
                                    
                    
                        | 30305 | Sweaters for children | 
                                    
                    
                        | 30306 | Socks, handkerchiefs for children | 
                                    
                    
                        | 30307 | Underwear, brassiere for children | 
                                    
                    
                        | 30308 | Baby clothes, nappies for children | 
                                    
                    
                        | 30309 | Other ready-made clothes for children | 
                                    
                    
                        | 30310 | Cotton cloth for children | 
                                    
                    
                        | 30311 | Other cloth for chidlren | 
                                    
                    
                        | 30312 | Tailoring of new clothes for children | 
                                    
                    
                        | 30313 | Repairs to clothing and shoes for chidlren | 
                                    
                    
                        | 30314 | Footwear for children | 
                                    
                    
                        | 30315 |  | 
                                    
                    
                        | 30317 |  | 
                                    
                    
                        | 30319 |  | 
                                    
                    
                        | 30344 |  | 
                                    
                    
                        | 30401 | Yarn and sewing material | 
                                    
                    
                        | 30402 | Umbrellas, gloves | 
                                    
                    
                        | 30403 | Handbags, wallets, purses, belts | 
                                    
                    
                        | 30404 | Watches | 
                                    
                    
                        | 30405 | Sun-glasses | 
                                    
                    
                        | 30406 | Jewellery | 
                                    
                    
                        | 30407 | Other personal effects | 
                                    
                    
                        | 30409 |  | 
                                    
                    
                        | 30411 |  | 
                                    
                    
                        | 30501 |  | 
                                    
                    
                        | 30503 |  | 
                                    
                    
                        | 30701 |  | 
                                    
                    
                        | 30702 |  | 
                                    
                    
                        | 30707 |  | 
                                    
                    
                        | 30814 |  | 
                                    
                    
                        | 30904 |  | 
                                    
                    
                        | 31212 |  | 
                                    
                    
                        | 31218 |  | 
                                    
                    
                        | 31313 |  | 
                                    
                    
                        | 40002 |  | 
                                    
                    
                        | 40005 |  | 
                                    
                    
                        | 40101 | Government hospitals, dispensaries (vaccination etc) | 
                                    
                    
                        | 40102 | Other hospital dispensaries | 
                                    
                    
                        | 40103 | Private practitioners | 
                                    
                    
                        | 40104 | Traditional healers | 
                                    
                    
                        | 40105 | Traditional medicine | 
                                    
                    
                        | 40106 | Dentistry, eye-testing, spectacles | 
                                    
                    
                        | 40107 | Prescribed medicine | 
                                    
                    
                        | 40108 | Household medicine | 
                                    
                    
                        | 40109 | Other medical cares | 
                                    
                    
                        | 40110 |  | 
                                    
                    
                        | 40111 |  | 
                                    
                    
                        | 40112 |  | 
                                    
                    
                        | 40113 |  | 
                                    
                    
                        | 40201 | Toilet soap | 
                                    
                    
                        | 40202 | Tooth-pastes | 
                                    
                    
                        | 40203 | Hair-tonic, shaving cream | 
                                    
                    
                        | 40204 | Razor, shaving-blades, shaving equipment | 
                                    
                    
                        | 40205 | Perfumes | 
                                    
                    
                        | 40206 | Lipstick, face-cream, powder | 
                                    
                    
                        | 40207 | Combs, hair-brushes, tooth brushes | 
                                    
                    
                        | 40208 | Toilet paper | 
                                    
                    
                        | 40209 | Toilet articles for babies | 
                                    
                    
                        | 40210 | Hair-dressing for men | 
                                    
                    
                        | 40211 | Simple hair dressing for women | 
                                    
                    
                        | 40212 | Services of beauty saloons | 
                                    
                    
                        | 40213 | Make-up kits and cosmestics | 
                                    
                    
                        | 40214 | Hair clip | 
                                    
                    
                        | 40215 | Other household and personal care | 
                                    
                    
                        | 40216 |  | 
                                    
                    
                        | 40219 |  | 
                                    
                    
                        | 40301 | School fees | 
                                    
                    
                        | 40302 | School uniform, equipments, school books | 
                                    
                    
                        | 40303 | Food at school | 
                                    
                    
                        | 40304 | Other epxenses (extra class/tuition) | 
                                    
                    
                        | 40305 | Other in-kind expenses | 
                                    
                    
                        | 40307 |  | 
                                    
                    
                        | 40312 |  | 
                                    
                    
                        | 40322 |  | 
                                    
                    
                        | 40401 | Books (not school books) | 
                                    
                    
                        | 40402 | Magazines, newspapers | 
                                    
                    
                        | 40403 | Radio, radiogram, TV | 
                                    
                    
                        | 40404 | Record/cassette-player, tape recorder | 
                                    
                    
                        | 40405 | Records, tapes, cassettes, musical instruments | 
                                    
                    
                        | 40406 | Sports equipment,toys, garden things | 
                                    
                    
                        | 40407 | Films, prosessing of films, cameras, binoculars | 
                                    
                    
                        | 40408 | Repairs to above | 
                                    
                    
                        | 40409 | Studio photography | 
                                    
                    
                        | 40410 | Cinema, theatre | 
                                    
                    
                        | 40411 | Subsciptions to sport and clubs, other associations | 
                                    
                    
                        | 40412 | Dogs, cats and other pets | 
                                    
                    
                        | 40413 | Other recreation and entertainment | 
                                    
                    
                        | 40501 | Private car, motor-cycle, scooter | 
                                    
                    
                        | 40502 | Bicycle | 
                                    
                    
                        | 40503 | Petrol, oil etc | 
                                    
                    
                        | 40504 | Repair and maintenance of vehicle including spare parts | 
                                    
                    
                        | 40505 | Registration tax, road tax, driving licence, vehicle insura | 
                                    
                    
                        | 40506 | Train fares | 
                                    
                    
                        | 40507 | Bus, lorry fares | 
                                    
                    
                        | 40508 | Taxi fares | 
                                    
                    
                        | 40509 | Boat fares | 
                                    
                    
                        | 40510 | Air-fares, including airport fee | 
                                    
                    
                        | 40601 | Telephone, telegrams | 
                                    
                    
                        | 40602 | Stamps and other postal services | 
                                    
                    
                        | 40604 |  | 
                                    
                    
                        | 40606 |  | 
                                    
                    
                        | 40701 | Detergents, in powder or liquid | 
                                    
                    
                        | 40702 |  | 
                                    
                    
                        | 40703 | Laundry soap | 
                                    
                    
                        | 40704 | Cleansing and scouring powders for toilet etc | 
                                    
                    
                        | 40705 | Inseticides, sprays, and coils for house | 
                                    
                    
                        | 40706 | Polish for floor, furniture, shoes, etc | 
                                    
                    
                        | 40707 | Other materials for house | 
                                    
                    
                        | 40801 | Laundry, dry-cleaning | 
                                    
                    
                        | 40802 | Domestic servants (non-member of the household) | 
                                    
                    
                        | 40803 | Other domestic household services (e.g. fumigations etc) | 
                                    
                    
                        | 40810 |  | 
                                    
                    
                        | 40901 | Cigarettes | 
                                    
                    
                        | 40902 | Snuff | 
                                    
                    
                        | 40903 | Pipe tobacco, pipes | 
                                    
                    
                        | 40904 | Other smokables | 
                                    
                    
                        | 40910 |  | 
                                    
                    
                        | 41001 | Mass organizations fees | 
                                    
                    
                        | 41002 | Religions contributions | 
                                    
                    
                        | 41003 | Professional societies/associations contributions | 
                                    
                    
                        | 41004 | Parents associations | 
                                    
                    
                        | 41005 | Another contributions | 
                                    
                    
                        | 41006 |  | 
                                    
                    
                        | 41009 |  | 
                                    
                    
                        | 41010 |  | 
                                    
                    
                        | 41011 |  | 
                                    
                    
                        | 41017 |  | 
                                    
                    
                        | 41101 | Legal fees | 
                                    
                    
                        | 41102 | Other services expenditures | 
                                    
                    
                        | 41104 |  | 
                                    
                    
                        | 41105 |  | 
                                    
                    
                        | 41201 |  | 
                                    
                    
                        | 41401 |  | 
                                    
                    
                        | 41602 |  | 
                                    
                    
                        | 42002 |  | 
                                    
                    
                        | 50101 | Income tax | 
                                    
                    
                        | 50102 | House-tax, site-tax | 
                                    
                    
                        | 50103 | Development levy | 
                                    
                    
                        | 50104 | Estate duty | 
                                    
                    
                        | 50105 | Capital gains tax | 
                                    
                    
                        | 50106 | Sales tax | 
                                    
                    
                        | 50107 | Stamp duty | 
                                    
                    
                        | 50108 | Land rent | 
                                    
                    
                        | 50109 | Hotel levy | 
                                    
                    
                        | 50110 | Other taxes and fines | 
                                    
                    
                        | 50111 | Local voluntary contributions to funds | 
                                    
                    
                        | 50112 | Payment o fdebts for goods/services | 
                                    
                    
                        | 50113 | Repayment of other loans including interest | 
                                    
                    
                        | 50114 |  | 
                                    
                    
                        | 50115 |  | 
                                    
                    
                        | 50117 |  | 
                                    
                    
                        | 50201 | Theft | 
                                    
                    
                        | 50202 | Rotary, gambling | 
                                    
                    
                        | 50203 | Other losses | 
                                    
                    
                        | 50204 |  | 
                                    
                    
                        | 50205 |  | 
                                    
                    
                        | 50210 |  | 
                                    
                    
                        | 50301 | Remittance to relative | 
                                    
                    
                        | 50302 | Gift to ohers (not household members) | 
                                    
                    
                        | 50303 | Dowry (bride price) | 
                                    
                    
                        | 50304 | Contributions for weddings, funerals and other ceremonies | 
                                    
                    
                        | 50305 | Other expenditure on gifts and presents | 
                                    
                    
                        | 50306 | Social security and pensions funds contributions | 
                                    
                    
                        | 50307 | Insurance premiums | 
                                    
                    
                        | 50308 | Other premium payments | 
                                    
                    
                        | 50401 | Deposits to Commercial Bank (NBC, CRDB, THB etc) | 
                                    
                    
                        | 50402 | Deposits to Post Office Savings bank | 
                                    
                    
                        | 50403 | Savings in Credit Unions | 
                                    
                    
                        | 50404 | Savings in Cooperatives | 
                                    
                    
                        | 50405 | Savings in Village Development Fund | 
                                    
                    
                        | 50406 | Shares, bonds | 
                                    
                    
                        | 50407 | Community trusts | 
                                    
                    
                        | 50408 | Government securities | 
                                    
                    
                        | 50409 | Life insurance | 
                                    
                    
                        | 50410 | Loans given out | 
                                    
                    
                        | 50411 | Informal savings | 
                                    
                    
                        | 50414 |  | 
                                    
                    
                        | 50501 | Purchase of plot for own house and for own farm | 
                                    
                    
                        | 50502 | Purchase of iron sheets for building of own house/alteratio | 
                                    
                    
                        | 50503 | Purchase of asbestos for building of own house/alteration/e | 
                                    
                    
                        | 50504 | Purchase of roofing for building of own house/alteration/ex | 
                                    
                    
                        | 50505 | Purchase of timber for building of own house/alteration/ext | 
                                    
                    
                        | 50506 | Purchase of cement for building of own house/alteration/ext | 
                                    
                    
                        | 50507 | Purchase of other building for building of own house/altera | 
                                    
                    
                        | 50508 | Costs of labour for building of own house/alteration/extens | 
                                    
                    
                        | 50509 | Other investments | 
                                    
                    
                        | 50706 |  | 
                                    
                    
                        | 50808 |  | 
                                    
                    
                        | 51103 |  | 
                                    
                    
                        | 60101 | Purchase of tractor and its tools | 
                                    
                    
                        | 60102 | Purchase of ox-plough and its tools | 
                                    
                    
                        | 60103 | Purchase of animals, poultry | 
                                    
                    
                        | 60104 | Purchase of animals for draughting purposes | 
                                    
                    
                        | 60105 | Purchase of fishing boat | 
                                    
                    
                        | 60106 | Purchase of hand-cart or wheelbarrow | 
                                    
                    
                        | 60107 | Purchase of ox-cart | 
                                    
                    
                        | 60108 |  | 
                                    
                    
                        | 60109 | Purchase of Fertilizers | 
                                    
                    
                        | 60110 | Purchase of Insecticide | 
                                    
                    
                        | 60111 | Purchase of Seeds | 
                                    
                    
                        | 60112 | Purchase of fodder for animals, poultry feeds | 
                                    
                    
                        | 60113 | Purchase of veterinary drugs and services | 
                                    
                    
                        | 60114 | Purchase of raw materials inputs | 
                                    
                    
                        | 60115 | Purchase of stocks of products sold by households | 
                                    
                    
                        | 60116 | Salary/wage paid out for work done on own enterprise (e.g. | 
                                    
                    
                        | 60119 |  | 
                                    
                    
                        | 60201 | Hire of tractor, plough and other farming tools | 
                                    
                    
                        | 60202 | Hire of car/lorry (for carrying farm products) | 
                                    
                    
                        | 60203 | Hire of hand/ox-carts | 
                                    
                    
                        | 60204 | Repairs and maintenance of tractors/plougs | 
                                    
                    
                        | 60303 |  | 
                                    
                    
                        | 60311 |  | 
                                    
                    
                        | 60313 |  | 
                                    
                    
                        | 60314 |  | 
                                    
                    
                        | 60609 |  | 
                                    
                    
                        | 61109 |  | 
                                    
                    
                        | 70403 |  | 
                                    
                    
                        | 90101 |  | 
                                    
                    
                        | 90106 |  | 
                                    
                    
                        | 90402 |  | 
                                    
                    
                        | 90404 |  | 
                                    
                    
                        | 90507 |  | 
                                    
                    
                        | 91101 |  | 
                                    
                    
                        | 91401 |  | 
                                    
                    
                        | 91402 |  | 
                                    
                    
                        | 91404 |  | 
                                    
                    
                        | 91405 |  | 
                                    
                    
                        | 92103 |  | 
                                    
                    
                        | 92105 |  | 
                                    
                    
                        | 92106 |  | 
                                    
                    
                        | 99901 |  | 
                                    
                    
                        | 99902 |  | 
                                    
                    
                        | 99903 |  | 
                                    
                    
                        | 99904 |  | 
                                    
                    
                        | 99905 |  | 
                                    
                    
                        | 99906 |  | 
                                    
                    
                        | 99907 |  | 
                                    
                    
                        | 99908 |  | 
                                    
                    
                        | 99909 |  | 
                                    
                    
                        | 99999 |  | 
                            
            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.