OD 2023-05-01 NADA 1.0 EN Synthetic Data for an Imaginary Country, Full Population, 2023 A synthetic hierarchical dataset for simulation and training purposes WLD_2023_SYNTH-CEN-EN_v01_M Development Data Group, Data Analytics Unit NADA UNHCR-World Bank Joint Data Center on Forced Displacement Synthetic data V. 2023-05-01 10M PP EN World Bank, Development Data Group synthetic data open data safe data demographics education mortality fertility child malnutrition labor, employment housing dwelling water and sanitation household expenditure migration World The dataset is a synthetic dataset for an imaginary country. It was created to represent the full national population of this country, by province and district (equivalent to admin1 and admin2 levels) and by urban/rural areas of residence. province (admin1), district (admin2) cen The synthetic dataset is intended to provide a realistic representation of a middle-income countries. A set of summary indicators/tables was produced to ensure the realistic aspect of the data. cross section other World Bank Microdata Library 2 (one at the household level, one at the individual level). The two data files can be merged using variable "hid" as merging key. The dataset was generated as a fully-synthetic dataset. The model used to create the synthetic observations includes multiple procedures to avoid overfitting and data-copying. Also, the data used for training the model went through processes of sampling and recoding that make it impossible to link a synthetic observation to an actual observation. The dataset is thus safe for dissemination. It can be used with no restriction and is shared as open data. World Bank, Microdata Library WLD_2023_SYNTH-CEN-HLD-EN_v01_M Synthetic data, household-level variables, full population 2501755 47 WLD_2023_SYNTH-CEN-IND-EN_v01_M Synthetic data, individual-level variables, full population 10003891 26 Household identifier 2501755 Geographic area - Admin 1 2501755 1.0 10.0 1 geo_01 342733 2 geo_02 239113 3 geo_03 281600 4 geo_04 370596 5 geo_05 210960 6 geo_06 186992 7 geo_07 181766 8 geo_08 102927 9 geo_09 287141 10 geo_10 297927 Geographic area - Admin 2 2501755 11.0 109.0 11 geo_01_01 59310 12 geo_01_02 31237 13 geo_01_03 81591 14 geo_01_04 50048 15 geo_01_05 22824 16 geo_01_06 31488 17 geo_01_07 31280 18 geo_01_08 34955 21 geo_02_01 2298 22 geo_02_02 10096 23 geo_02_03 19557 24 geo_02_04 31384 25 geo_02_05 18294 26 geo_02_06 28804 27 geo_02_07 38236 28 geo_02_08 90444 31 geo_03_01 57092 32 geo_03_02 47501 33 geo_03_03 74820 34 geo_03_04 84839 35 geo_03_05 17348 41 geo_04_01 112568 42 geo_04_02 94739 43 geo_04_03 86864 44 geo_04_04 76425 51 geo_05_01 12259 52 geo_05_02 27308 53 geo_05_03 38765 54 geo_05_04 31763 55 geo_05_05 46619 56 geo_05_06 34988 57 geo_05_07 19258 61 geo_06_01 50756 62 geo_06_02 45646 63 geo_06_03 63717 64 geo_06_04 26873 71 geo_07_01 33694 72 geo_07_02 31453 73 geo_07_03 71233 74 geo_07_04 45386 81 geo_08_01 20100 82 geo_08_02 18325 83 geo_08_03 40109 84 geo_08_04 24393 91 geo_09_01 22651 92 geo_09_02 47120 93 geo_09_03 13912 94 geo_09_04 53854 95 geo_09_05 38390 96 geo_09_06 47919 97 geo_09_07 25600 98 geo_09_08 37695 101 geo_10_01 17786 102 geo_10_02 22855 103 geo_10_03 18275 104 geo_10_04 30606 105 geo_10_05 37045 106 geo_10_06 51073 107 geo_10_07 41711 108 geo_10_08 51344 109 geo_10_09 27232 Enumeration area 2501755 11001.0 109054.0 Residence (urban/rural) 2501755 1.0 2.0 1 Rural 1123145 2 Urban 1378610 Household size 2501755 1.0 26.0 1 243612 2 370276 3 485958 4 541695 5 384777 6 201054 7 117019 8 78155 9 35347 10 20662 11 9234 12 5092 13 2889 14 2399 15 1052 16 815 17 525 18 408 19 227 20 116 21 105 22 82 23 74 24 90 25 58 26 34 Status of occupancy of the dwelling Does the household own, rent, or occupies this dwelling for free? 2501755 1.0 3.0 1 Owned 1931419 2 Rented 326863 3 Occupied for free 243473 Number of rooms in dwelling How many rooms are there in the dwelling, excluding kitchen and bathroom? 2501755 1.0 20.0 1 666737 2 636384 3 553252 4 360931 5 173407 6 63912 7 23523 8 9707 9 5004 10 1822 11 2137 12 1167 13 576 14 590 15 311 16 202 17 231 18 247 19 455 20 1160 Number of bedrooms in dwelling How many rooms do members of this household usually use for sleeping? 2501755 0.0 20.0 0 67774 1 1283183 2 770508 3 308733 4 55957 5 11440 6 2249 7 527 8 528 9 231 10 186 11 115 12 81 13 16 14 5 15 56 16 1 18 1 20 164 Main material of the floor What is the main material of the dwelling floor? Record observation. If observation is not possible, ask the respondent to determine the material of the floor. 2501755 1.0 6.0 1 Earth 735445 2 Cement/concrete 1371939 3 Tile 8321 4 Stone 29 5 Wood 4218 6 Other 381803 Main materials of the walls What is the main material of the exterior walls? Record observation. If observation is not possible, ask the respondent to determine the material of the walls. 2501755 1.0 8.0 1 Cardboard, scrap 43548 2 Wood or straw 312491 3 Bricks 1622265 4 Concrete or cement 73473 5 Adobe or mud 329561 6 Stone 26501 7 Metal 49518 8 Other 44398 Main materials of the roof What is the main material of the roof? Record observation. If observation is not possible, ask the respondent to determine the material of the roof. 2501755 1.0 9.0 1 Concrete or cement 1021365 2 Tile 3807 3 Asphalt/laminate 1197 4 Slate 45753 5 Metal 974093 6 Wood 52220 7 Thatch 232727 8 Scrap 58512 9 Other 112081 Main source of drinking water What is the main source of drinking water used by members of your household? If unclear, probe to identify the place from which members of this household most often collect drinking water (collection point). 2501755 11.0 96.0 11 Piped into dwelling 1327343 12 Piped to yard/plot 57864 13 Piped to neighbor 3629 14 Public tap/standpipe 39033 21 Tube well or borehole 406096 31 Protected well 18496 32 Unprotected well 122356 41 Protected spring 25628 42 Unprotected spring 37824 43 River/dam/lake/ponds/stream/canal/irrig 211080 51 Rainwater 58844 61 Tanker truck 58678 62 Cart with small tank 17266 71 Bottled water 69480 96 Other 48138 Piped water 2501755 0.0 3.0 0 No piped water 1073886 1 Piped into dwelling 1327343 2 Piped outside the dwelling 57958 3 Public piped water 42568 Toilet facility What kind of toilet facility do members of your household usually use? If not possible to determine, ask permission to observe the facility. 2501755 11.0 96.0 11 Flush to piped sewer system 826116 12 Flush to septic tank 124333 13 Flush to pit latrine 102561 14 Flush to somewhere else 12221 21 Ventilated improved pit latrine (vip) 432025 22 Pit latrine with slab 222409 23 Pit latrine without slab/open pit 122238 31 No facility/bush/field 573058 96 Other 86794 Flush toilet 2501755 0.0 2.0 0 No toilet 573058 1 Flush toilet 1065231 2 Toilet/latrine with no flush 863466 Electricity Does the household have electricity in the dwelling? 2501755 0.0 1.0 0 No 462982 1 Yes 2038773 Fuel for cooking What type of fuel or energy source is used in your cookstove? If more than one, record the main energy source for this cookstove. 2501755 1.0 6.0 1 Electricity 85936 2 Gas 1252233 3 Petroleum 110075 4 Wood 811939 5 Coal/charcoal 151022 6 Other 90550 Ownership of a phone (landline) Does the household or any of its members own: a phone (landline) (Only record "Yes" when the item is working; do not include assets owned by a household enterprise) 2501755 0.0 1.0 0 No 2006742 1 Yes 495013 Ownership of a cellphone Does the household or any of its members own: a cellphone (Only record "Yes" when the item is working; do not include assets owned by a household enterprise) 2501755 0.0 1.0 0 No 981080 1 Yes 1520675 Ownership of a car Does the household or any of its members own: a car (Only record "Yes" when the item is working; do not include assets owned by a household enterprise) 2501755 0.0 1.0 0 No 1942540 1 Yes 559215 Ownership of a bicycle Does the household or any of its members own: a bicycle (Only record "Yes" when the item is working; do not include assets owned by a household enterprise) 2501755 0.0 1.0 0 No 2144923 1 Yes 356832 Ownership of a motorcycle Does the household or any of its members own: a motorcycle (Only record "Yes" when the item is working; do not include assets owned by a household enterprise) 2501755 0.0 1.0 0 No 1937269 1 Yes 564486 Ownership of a refrigerator Does the household or any of its members own: a refrigerator (Only record "Yes" when the item is working; do not include assets owned by a household enterprise) 2501755 0.0 1.0 0 No 1068062 1 Yes 1433693 Ownership of a television Does the household or any of its members own: a television (Only record "Yes" when the item is working; do not include assets owned by a household enterprise) 2501755 0.0 1.0 0 No 856965 1 Yes 1644790 Ownership of a radio Does the household or any of its members own: a radio (Only record "Yes" when the item is working; do not include assets owned by a household enterprise) 2501755 0.0 1.0 0 No 874554 1 Yes 1627201 Any member has a bank account Does the household or any of its members own: a bank account 2501755 0.0 1.0 0 No 1140718 1 Yes 1361037 Number of deaths in the past 12 months How may household members passed away in the past 12 months? 2483820 0.0 7.0 0 2343220 1 112544 2 14108 3 5987 4 1289 5 4547 6 222 7 1903 Food and non-alcoholic beverages How much does the household spend per year on: 2501755 109.0 25481.0 3715.703137997126 1760.5982829026475 Alcoholic beverages, tobacco and narcotics How much does the household spend per year on: 2501755 0.0 2059.0 94.26359335746307 85.37060324732931 Clothing and footwear How much does the household spend per year on: 2501755 19.0 7489.0 640.3254299481764 442.7761592773296 Housing, water, electricity, gas and other fuels How much does the household spend per year on: 2501755 84.0 25501.0 2895.3548748778358 2251.3839379916135 Furnishing, household equipment and routine household maintenance How much does the household spend per year on: 2501755 14.0 7808.0 523.3862204732278 514.379426078202 Health How much does the household spend per year on: 2501755 4.0 3345.0 272.4646074455732 232.82424294928853 Transport How much does the household spend per year on: 2501755 10.0 24680.0 1091.871397878689 1400.6348686646013 Communication How much does the household spend per year on: 2501755 0.0 7084.0 459.1288547439697 553.011416952218 Recreation and culture How much does the household spend per year on: 2501755 0.0 7067.0 311.97908987890503 350.40830235261865 Education How much does the household spend per year on: 2501755 0.0 13263.0 543.2331031615805 719.8773546123975 Catering and accommodation services How much does the household spend per year on: 2501755 0.0 6587.0 353.4405651232835 312.79579454369605 Miscellaneous goods and services How much does the household spend per year on: 2501755 5.0 11781.0 667.4580304626153 529.8114495909499 Total annual household expenditure 2501755 1018.0 93504.0 11568.608905348445 7240.698364408344 Sum of exp_01 to exp_12 Total annual food expenditure 2501755 109.0 25481.0 3715.703137997126 1760.5982829026475 Share of food in household expenditure 2501755 0.0579999983310699 0.8510000109672546 0.3764402413170429 0.16915585982164075 exp_01/tot_exp Total annual per capita expenditure 2501755 275.75 59788.0 3514.38303575403 2767.1562754320116 Total annual household expenditure / household size (tot_exp/hhsize) Per capita expenditure quintiles, national 2501755 1.0 5.0 1 poorest 323641 2000799 2 poor 419840 2000955 3 average 484508 2000591 4 rich 567676 2001015 5 richest 706090 2000531 Quintiles of population (not households), based on per capita expenditure (full population) Per capita expenditure quintiles, urban 1378610 1.0 5.0 1 poorest 176328 1024880 2 poor 229509 1024795 3 average 269970 1024994 4 rich 307412 1024671 5 richest 395391 1024826 Quintiles of population (not households), based on per capita expenditure (urban population) Per capita expenditure quintiles, rural 1123145 1.0 5.0 1 poorest 148423 976037 2 poor 186284 975867 3 average 222439 976012 4 rich 254922 975946 5 richest 311077 975863 Quintiles of population (not households), based on per capita expenditure (rural population) Household identifier 10003891 Person identification number Sequential number within the household; start with the head 10003891 1.0 26.0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 Relationship to the head of household What is the relationship of [name] to the head of household? 10003891 1.0 5.0 1 Head 2501755 2 Spouse/partner 1769639 3 Child 4380468 4 Other relative 1249874 5 Non-relative 102155 Sex Is [name] male or female? 10003891 1.0 2.0 1 Male 4927032 2 Female 5076859 Age in years How old is [name]? Record in completed years. 10003891 0.0 100.0 27.601675288145383 20.06088714245367 Age in months Age in months The value must be 0 to 59 For children aged 0 to 4 years: 1064897 0.0 59.0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 Marital status What is [name's] marital status? For members aged 12 years and above: 10003891 1.0 4.0 1 Single/never married 5161388 2 Married/in union 4165075 3 Divorced/separated 285481 4 Widowed 391947 Religion What is the religion of [name]? 10003891 1.0 7.0 1 No religion 498616 2 Religion A 18794 3 Religion B 10583 4 Religion C 934 5 Religion D 167814 6 Religion E 9068074 7 Other 239076 School attendance Is [name] attending school or preschool? If not, go to question literacy For members aged 3 and above 10003891 1.0 4.0 1 Yes 3261110 2 No, never attended 1586426 3 No, attended in the past 3042294 4 No, not specified if ever attended 2114061 Education attainment What is the highest level of school that [name] has completed? For members aged 5 and above 10003891 0.0 4.0 0 NIU (not in universe) or no education 859188 1 Less than primary 5552858 2 Primary 2271994 3 Secondary 1036700 4 University 283151 Years of schooling How many years has [name] attended school? For members aged 3 and above 9120108 0.0 18.0 0 3516105 1 408461 2 390344 3 442257 4 460844 5 338146 6 487834 7 402940 8 481517 9 553518 10 280792 11 261066 12 406299 13 256943 14 86616 15 75892 16 124061 17 68398 18 78075 Literacy status Can [name] read and write a simple text, like a letter? For members aged 5 and above 10003891 0.0 2.0 0 Not in universe 1064897 1 Yes 7289310 2 No 1649684 Activity status What is [name's] status of activity? For members aged 15 and above 10003891 0.0 3.0 0 NIU (not in universe) 2229318 1 Employed 4062131 2 Unemployed 245271 3 Inactive 3467171 Labor force status Is [name] in the labor force? For members aged 15 and above 10003891 0.0 2.0 0 Not in universe 3235655 1 Yes 4207777 2 No 2560459 Main occupation What is/was [name's] main occupation? Ask about current occupation if employed, otherwise about the last occupation. For members aged 15 and above; If [name] is active: 10003891 0.0 11.0 0 Not in universe 6029430 1 Legislators, senior officials and manag 93335 2 Professionals 242930 3 Technicians and associate professionals 187585 4 Clerks 181551 5 Service workers and shop and market sal 597206 6 Skilled agricultural and fishery worker 1297596 7 Crafts and related trades workers 578588 8 Plant and machine operators and assembl 236179 9 Elementary occupations 527930 10 Armed forces 10910 11 Other occupations, unspecified or n.e.c 20651 Industry of main occupation In what industry is/was [name's] main occupation? Ask about current occupation if employed, otherwise about the last occupation. For members aged 15 and above; If [name] is active: 10003891 0.0 16.0 0 NIU (not in universe) 6062456 1 Agriculture, fishing, and forestry 1439272 2 Mining and extraction 32993 3 Manufacturing 407343 4 Electricity, gas, water and waste manag 20389 5 Construction 290193 6 Wholesale and retail trade 509861 7 Hotels and restaurants 140116 8 Transportation, storage, and communicat 173811 9 Financial services and insurance 40573 10 Public administration and defense 116242 11 Business services and real estate 177665 12 Education 191024 13 Health and social work 85617 14 Other services 131048 15 Private household services 185278 16 Other industry, n.e.c. 10 Recent migration Has [name] migrated from another district, province, or country in the past 12 months? 10003891 0.0 99.0 0 NIU (not in universe) 640647 10 Same major administrative unit 918359 11 Same major, same minor administrative u 1766954 12 Same major, different minor administrat 1251476 20 Different major administrative unit 2550663 30 Abroad 928175 99 Unknown/missing 1947617 Has a disability Does [name] have a disability? 10003891 0.0 1.0 0 No disability 9612806 1 Has disability 391085 Blind If Yes, what kind of disability does [name] suffer from: Blind Members with a disability 10003891 0.0 1.0 0 No 9745038 1 Yes 258853 Deaf If Yes, what kind of disability does [name] suffer from: Deaf Members with a disability 10003891 0.0 1.0 0 No 9916612 1 Yes 87279 Mental disability If Yes, what kind of disability does [name] suffer from: Mental disability Members with a disability 10003891 0.0 1.0 0 No 9926891 1 Yes 77000 Child weight (for 0 to 59 months) Record the result of height and weight measurement as read out by the Measurer. Read the record back to the Measurer and also ensure that he/she verifies your record. The height of children than 2 years old must be measured lying down. The Height of children aged 2 years and above must be measured standing up. Weight in kg For children aged 0 to 59 months (0 to 4 years) 1064897 4.51 21.05 Child height (for 0 to 59 months) Record the result of height and weight measurement as read out by the Measurer. Read the record back to the Measurer and also ensure that he/she verifies your record. The height of children than 2 years old must be measured lying down. The Height of children aged 2 years and above must be measured standing up. Height in cm For children aged 0 to 59 months (0 to 4 years) 1064897 46.3 111.1 Number of children ever born Number of children ever born Report all live births by all fathers, whether or not the child was still living For women aged 12 years and above 3564208 0.0 20.0 0 1194600 1 558638 2 570093 3 392991 4 259811 5 158511 6 112275 7 83906 8 76606 9 53945 10 49525 11 20263 12 19207 13 6663 14 3925 15 2110 16 673 17 223 18 189 19 12 20 42 Number of surviving children Number of children born who are still living at the time of the survey For women aged 12 years and above 2369078 0.0 16.0 0 15828 1 592779 2 590529 3 413434 4 263397 5 169771 6 116779 7 75118 8 57147 9 34613 10 21018 11 9668 12 6611 13 1311 14 936 15 116 16 23 Number of births in past 12 months Number of children born alive in the past twelve months For women aged 12 to 49 years 3471600 0.0 4.0 0 3294175 1 176198 2 1080 3 45 4 102