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CSV Singapore Department of Statistics

Total Requirement Coefficients (Supply, Use and Input-Output Tables 2019)

Description

Total requirement coefficients from Singapore's Supply, Use and Input-Output Tables 2019, published by the Singapore Department of Statistics. The 108-row table presents the Leontief Inverse, commonly known as the Output Multipliers Table, where each industry column shows the total direct and indirect inputs required from every industry for each 1,000 units of that industry's final output. Industries run from agriculture and fishing through manufacturing to utilities and services. Economists use it for multiplier analysis, impact assessment, and supply-chain modelling. Adapted from SingStat TableBuilder CT/17838.

Official description

Source: SINGAPORE DEPARTMENT OF STATISTICS Data Last Updated: 25/03/2026 Update Frequency: Annual Survey period: Supply, Use and Input-Output Tables 2019 Footnotes: This table shows the Leontief Inverse, commonly known as the Output Multipliers Table. Each column shows the total direct and indirect input requirements from industries, for every 1,000 units of an industry’s final output. Adapted from: https://tablebuilder.singstat.gov.sg/table/CT/17838

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Rows
108
Columns
108

Data

Coefficient (Industry) 001 Agriculture and nursery products (Industry) 002 Livestock (Industry) 003 Fishing and aquaculture (Industry) 004 Food preparations (Industry) 005 Oils and fats (Industry) 006 Dairy products (Industry) 007 Other food products n.e.c (Industry) 008 Beverages and tobacco products (Industry) 009 Textiles (Industry) 010 Wearing apparel and fur products (Industry) 011 Footwear and leather products (Industry) 012 Wood and wooden products (except furniture) (Industry) 013 Paper and paper products (Industry) 014 Printing and reproduction of recorded media (Industry) 015 Petroleum products (Industry) 016 Basic chemicals and chemical products (Industry) 017 Petrochemicals and petrochemical products (Industry) 018 Paints and related products (Industry) 019 Detergents, perfumes, cleaning and toilet preparations (Industry) 020 Other chemical products (Industry) 021 Pharmaceuticals and biological products (Industry) 022 Rubber and plastic products (Industry) 023 Other non-metallic mineral products (Industry) 024 Basic metals (Industry) 025 Fabricated metal products (except machinery and equipment) (Industry) 026 Semiconductor devices, electronic components and boards (Industry) 027 Computers and peripheral equipment (Industry) 028 Communications equipment (Industry) 029 Consumer electronics (Industry) 030 Scientific, photographic and optical products (Industry) 031 Electrical industrial apparatus, batteries and accumulators (Industry) 032 Electric wiring and lighting equipment (Industry) 033 Domestic appliances (Industry) 034 Other electrical equipment (Industry) 035 General and special purpose machinery (except oil rigs) (Industry) 036 Mining, quarrying and construction equipment (Industry) 037 Semiconductor related equipment (Industry) 038 Installation of industrial machinery and equipment (Industry) 039 Land transport equipment (Industry) 040 Ships and boats (Industry) 041 Aircraft and related parts (Industry) 042 Transport equipment n.e.c (Industry) 043 Furniture (except of stone) (Industry) 044 Jewellery and related articles (Industry) 045 Medical and dental instruments and supplies (Industry) 046 Other manufacturing (Industry) 047 Electricity (Industry) 048 Gas (Industry) 049 Water and sewerage (Industry) 050 Waste collection, treatment and disposal services (Industry) 051 Building construction (Industry) 052 Civil engineering works (Industry) 053 Specialised construction services (Industry) 054 Wholesale trade (Industry) 055 Retail trade (Industry) 056 Land transport (Industry) 057 Water transport (Industry) 058 Air transport (Industry) 059 Land transport supporting services (Industry) 060 Water transport supporting services (Industry) 061 Air transport supporting services (Industry) 062 Cargo handling, warehousing and other support services (Industry) 063 Postal and courier services (Industry) 064 Accommodation (Industry) 065 Food and beverage services (Industry) 066 Publishing (Industry) 067 Media entertainment (Industry) 068 Telecommunications (Industry) 069 Computer programming, consultancy and information services (Industry) 070 Banking and finance (Industry) 071 Financial services (except insurance and pension funding) (Industry) 072 Life insurance and reinsurance (Industry) 073 General insurance and reinsurance (Industry) 074 Other auxiliary financial services (Industry) 075 Security Dealing Services (Industry) 076 Pension funding and other auxiliary insurance services (Industry) 077 Fund Management (Industry) 078 Real estate (Industry) 079 Ownership of dwellings (Industry) 080 Legal services (Industry) 081 Accounting, auditing and tax consultancy services (Industry) 082 Head offices and business representative offices (Industry) 083 Consultancy services (Industry) 084 Architectural and engineering services (Industry) 085 Research and development (Industry) 086 Advertising and market research (Industry) 087 Specialised design services (Industry) 088 Other professional, scientific and technical services (Industry) 089 Veterinary services (Industry) 090 Rental and leasing of tangible assets (Industry) 091 Rental and leasing of intangible assets (Industry) 092 Employment and labour contracting (Industry) 093 Travel agency, tour operator and reservation services (Industry) 094 Security and investigation services (Industry) 095 Cleaning and landscape maintenance services (Industry) 096 Office administrative and support services (Industry) 097 Exhibitions, conventions and other events (Industry) 098 Public administration and defence (Industry) 099 Education (Industry) 100 Health services (Industry) 101 Social services (Industry) 102 Arts and entertainment (Industry) 103 Recreation and sports (Industry) 104 Member organisations (Industry) 105 Repair of computers, personal and household goods and vehicles (Industry) 106 Other personal services (Industry) 107 Domestic services
001 Agriculture and nursery products 1428.0501 0.7686 21.5996 0.1986 0.2178 0.0389 0.1387 0.7321 0.0548 0.0268 0.0548 0.0843 0.064 0.0641 0.0186 0.2396 0.0809 0.0628 0.0135 0.0346 0.0236 0.0818 0.0475 0.0984 0.0478 0.0229 0.0254 0.0389 0.0346 0.0315 0.0405 0.0391 0.0472 0.0385 0.0442 0.0242 0.0225 0.0396 0.0605 0.0142 0.0204 0.0735 0.0424 0.0202 0.0277 2.349 0.0263 0.3795 0.0532 0.0631 0.0623 0.0486 0.0198 0.0769 0.0604 0.0119 0.0166 0.0247 0.0276 0.0806 0.0354 0.0184 0.1288 0.1999 0.046 0.0497 0.0418 0.0135 0.0247 0.0088 0.007 0.0095 0.0151 0.0144 0.0116 0.0642 0.0081 0.0128 0.0121 0.0119 0.0187 0.021 0.0354 0.0195 0.0253 0.0294 0.0259 0.0201 0.006 0.0098 0.0289 0.0104 0.0561 0.0273 0.0452 0.04 0.0344 0.0353 0.0766 0.072 0.0602 0.0579 0.0498 0.0001
002 Livestock 0.0093 1000.0484 0.0925 17.1175 0.0694 0.025 0.5355 0.0217 0.0201 0.0072 24.2242 0.0164 0.0072 0.0109 0.0015 0.0087 0.0038 0.0386 0.0107 0.0051 0.0064 0.0086 0.0072 0.0048 0.0072 0.0021 0.0029 0.0062 0.0032 0.0051 0.0049 0.0036 0.008 0.0088 0.0088 0.0046 0.0064 0.016 0.0209 0.0024 0.0069 0.0287 0.0123 0.006 0.0058 0.0028 0.0111 0.0065 0.0138 0.0075 0.0075 0.0052 0.0136 0.0222 0.017 0.0197 0.0202 0.0095 0.0251 0.0104 0.0441 0.0126 0.0749 2.2464 0.0388 0.0864 0.0207 0.0146 0.0275 0.0082 0.0101 0.0087 0.0136 0.0216 0.0238 0.0156 0.002 0.012 0.0136 0.0103 0.0259 0.0142 0.2025 0.0119 0.026 0.0216 0.0074 0.0123 0.0032 0.0155 0.024 0.0115 0.0114 0.0296 0.0904 0.0198 0.0119 0.0078 0.045 0.0287 0.0438 0.0477 0.1229 -
003 Fishing and aquaculture 0.0052 0.0929 1009.3793 2.7745 0.006 0.0081 0.0865 0.007 0.0074 0.0025 0.0058 0.0068 0.0045 0.0068 0.001 0.0071 0.0037 0.0145 0.0099 0.0038 0.0039 0.0057 0.0062 0.0034 0.0047 0.0013 0.002 0.0037 0.0019 0.0035 0.0033 0.0024 0.0057 0.0063 0.007 0.0033 0.0062 0.0028 0.0145 0.0016 0.0036 0.0064 0.0023 0.0046 0.0054 0.0033 0.017 0.01 0.0214 0.0117 0.0107 0.0072 0.0106 0.015 0.0368 0.0267 0.0124 0.0094 0.0229 0.0133 0.0273 0.0086 0.3493 1.0478 0.0237 0.0519 0.0194 0.0094 0.0178 0.005 0.0061 0.0082 0.0085 0.0124 0.0135 0.0112 0.0051 0.0081 0.0081 0.0071 0.0186 0.0098 0.0058 0.0103 0.0617 0.0143 0.0066 0.0261 0.0034 0.009 0.0222 0.0076 0.0177 0.018 0.0481 0.0197 0.0084 0.0068 0.0231 0.0338 0.0191 0.0297 0.0219 -
004 Food preparations 0.0913 0.3771 0.8249 1077.8284 0.3645 0.3355 3.1674 0.2203 0.1444 0.055 0.084 0.1609 0.0951 0.126 0.0229 0.0958 0.0608 0.3175 0.1258 0.0688 0.0526 0.1028 0.1235 0.0694 0.0951 0.0326 0.0452 0.087 0.0533 0.0568 0.0653 0.0553 0.0981 0.0943 0.0981 0.059 0.0742 0.0633 0.2256 0.0262 0.064 0.1409 0.0581 0.0544 0.0595 0.0409 0.1144 0.0704 0.3697 0.0675 0.0688 0.0552 0.1462 0.2746 0.1277 0.4014 0.2012 0.1289 0.4321 0.1089 0.4352 0.1276 3.8396 19.6052 0.3934 0.7859 0.1851 0.1447 0.2843 0.0848 0.1004 0.0825 0.1371 0.2083 0.2341 0.1818 0.0199 0.1298 0.14 0.1119 0.2602 0.1448 0.0855 0.1244 0.2487 0.2241 0.0845 0.0889 0.0287 0.1527 0.2557 0.1176 0.12 0.3016 0.8336 0.2296 0.1157 0.105 0.8699 0.4213 0.2231 0.464 0.7194 0.0001
005 Oils and fats 0.0578 0.4353 0.2015 0.4462 1105.3452 5.6226 4.5578 0.3557 0.0352 0.0163 0.0333 0.0429 0.1804 0.0347 0.0124 2.7557 0.0488 2.0577 0.1084 0.1728 0.0275 0.0366 0.0555 0.0397 0.0341 0.013 0.0158 0.0247 0.0171 0.0207 0.0211 0.019 0.0332 0.024 0.0255 0.0193 0.1007 0.0182 0.0528 0.0057 0.0144 0.0422 0.0375 0.0349 0.0315 0.0078 0.0263 0.0218 0.0424 0.0204 0.0208 0.0193 0.0316 0.0501 0.0285 0.0288 0.0407 0.0374 0.0463 0.0221 0.0752 0.0267 3.8538 2.3108 0.1127 0.141 0.037 0.0281 0.0615 0.0166 0.0207 0.0298 0.0277 0.0397 0.0455 0.0418 0.005 0.0247 0.0256 0.0298 0.0614 0.0439 0.0221 0.0368 0.0733 0.0532 0.0197 0.03 0.0151 0.0295 0.0681 0.025 0.0274 0.0624 0.1415 0.1098 0.0269 0.0562 0.2461 0.1151 0.0541 0.0834 0.4513 -
006 Dairy products 0.1918 4.4437 1.4379 3.2373 14.3513 1070.0547 35.9843 5.0071 0.2574 0.1509 0.3273 0.3431 0.333 0.2802 0.0543 0.5118 0.164 36.2471 2.9745 0.3032 1.0018 0.283 0.5522 0.1386 0.2548 0.1718 0.2219 0.2328 0.1583 0.3865 0.1515 0.1478 0.5041 0.3129 0.2326 0.4322 0.2257 0.1843 0.649 0.0425 0.1261 0.3516 0.4686 1.2665 1.4214 0.0658 0.2615 0.2281 0.2152 0.202 0.1961 0.2039 0.8559 0.5855 0.2505 0.1967 0.2316 0.2373 0.3514 0.2212 0.4688 0.1884 8.7564 12.0594 1.4688 1.8336 0.3099 0.236 1.202 0.1439 0.2066 1.466 0.4354 0.2794 0.2876 0.3017 0.0465 0.1709 0.1926 0.2483 0.7538 0.3097 0.3572 0.2837 0.7355 0.3428 0.2382 0.708 0.9558 0.1952 1.016 0.1869 0.2222 0.4345 1.3452 0.5305 0.3215 0.3029 1.4503 0.7955 0.6935 0.5059 1.6885 0.0002
007 Other food products n.e.c 0.5623 69.7312 16.4365 18.9562 22.8267 36.0229 1103.027 27.9399 0.675 0.3377 2.1601 1.1923 0.7304 0.7008 0.141 1.5823 0.4245 51.3987 5.2915 1.322 1.6604 0.6379 1.017 0.3715 0.5988 0.4062 0.4288 0.602 0.3728 0.6421 0.3758 0.351 0.9218 0.6249 0.5829 0.718 0.473 0.449 1.4957 0.1181 0.3258 0.8591 0.814 3.2912 1.8591 0.1702 0.6915 0.5335 0.6062 0.4716 0.4813 0.437 1.3672 1.3156 0.6433 0.8724 0.7625 0.6288 1.1824 0.54 1.5679 0.9426 9.9581 61.4003 2.7287 4.0803 0.8439 0.6449 2.1867 0.42 0.4882 1.9827 0.906 0.8908 0.9016 0.8325 0.1118 0.5474 0.6074 0.5959 1.5318 0.7866 1.2086 0.6853 1.5976 1.0519 0.6513 1.0646 1.1861 0.5923 1.8123 0.5419 0.5976 1.3312 3.7381 1.3365 0.6945 0.6452 2.4819 1.5441 1.3696 1.7993 5.9009 0.0004
008 Beverages and tobacco products 0.0403 0.36 0.3076 0.3148 0.207 0.257 0.5957 1009.742 0.0657 0.0258 0.0423 0.0886 0.0553 0.056 0.0133 0.0474 0.0847 0.2916 0.044 0.0376 0.0275 0.0602 0.0529 0.0305 0.0431 0.0174 0.0305 0.0417 0.0293 0.0276 0.0349 0.0327 0.0501 0.0595 0.0482 0.0398 0.0401 0.035 0.103 0.0122 0.0277 0.083 0.0332 0.0344 0.029 0.0137 0.05 0.0302 0.0517 0.0459 0.047 0.0514 0.1031 0.6682 0.0924 0.227 0.1777 0.0601 0.2348 0.0997 0.3968 0.2048 3.0816 5.3621 0.151 0.2783 0.0739 0.0544 0.1664 0.0315 0.0364 0.0354 0.0501 0.0731 0.0816 0.0755 0.0104 0.0474 0.0697 0.0514 0.0982 0.0622 0.0332 0.0498 0.0914 0.0913 0.0404 0.0467 0.0152 0.0544 0.1061 0.0448 0.0494 0.1112 0.2674 0.2756 0.0434 0.0552 0.1499 0.1716 0.1727 0.153 0.5649 0.0001
009 Textiles 0.0083 0.0143 0.0694 0.0218 0.0294 0.0195 0.0185 0.1271 1008.8346 2.3779 0.1491 0.2826 0.7686 0.0492 0.002 0.0115 0.0176 0.0282 0.0133 0.0318 0.011 0.1386 0.012 0.3128 0.0304 0.0084 0.0051 0.0297 0.0057 0.0177 0.0949 0.0185 0.0218 0.0383 0.0366 0.0198 0.0072 0.0543 0.0376 0.0091 0.0063 1.5772 0.018 0.0343 0.3602 0.01 0.0131 0.0264 0.0212 0.1014 0.0995 0.1084 0.0222 0.0326 0.0171 0.0102 0.0116 0.0111 0.0242 0.0076 0.0612 0.0082 0.4473 0.0114 0.0193 0.1181 0.0523 0.0049 0.0107 0.0044 0.0035 0.0058 0.0054 0.0088 0.0051 0.0146 0.0108 0.0053 0.0065 0.0052 0.0234 0.0105 0.0094 0.0654 0.2105 0.0131 0.0242 0.0322 0.0045 0.0045 0.139 0.0044 0.0116 0.0152 0.1052 0.0211 0.0439 0.0417 0.2043 0.0867 0.0354 0.2958 0.8363 -
010 Wearing apparel and fur products 0.0464 0.0421 0.0408 0.0943 0.0548 0.0459 0.0558 0.0309 0.5918 1046.4662 0.1762 1.238 0.3578 0.0835 0.01 0.0507 0.0344 0.088 0.0312 0.0275 0.0634 0.0867 0.0433 0.0721 0.0373 0.0268 0.0234 0.0404 0.0272 0.0262 0.0266 0.0267 0.0534 0.0486 0.0635 0.027 0.1103 0.0403 0.0835 0.0176 0.0335 0.1663 0.0684 0.0207 0.023 0.0328 0.0954 0.2277 0.0912 0.1705 0.1761 0.1014 0.0667 1.0039 0.4104 0.043 0.0388 0.3612 0.0946 0.0317 0.4647 0.1252 0.0766 0.3454 0.0652 0.0826 0.0341 0.0228 0.0491 0.0325 0.0164 0.0237 0.0256 0.1152 0.0204 0.0351 0.014 0.0291 0.0343 0.0406 0.0566 0.036 0.0278 0.112 0.0384 0.0434 0.0243 0.0247 0.0111 0.0342 0.0498 0.0756 0.028 0.052 0.0779 0.1275 0.1999 0.1093 0.7407 0.3637 0.1738 0.0864 0.6862 0.0002
011 Footwear and leather products 0.049 0.0052 0.0147 0.0064 0.0062 0.0023 0.004 0.0024 0.3463 0.1359 1000.1747 0.2327 0.0383 0.0116 0.0006 0.0038 0.0022 0.0025 0.0014 0.0011 0.001 0.007 0.0025 0.0064 0.0023 0.0015 0.0014 0.0027 0.0019 0.0051 0.0021 0.0018 0.0022 0.002 0.0045 0.0038 0.0014 0.4855 0.0028 0.0012 0.047 0.7759 0.3568 0.0161 0.0024 0.0039 0.0076 0.0327 0.0073 0.0294 0.0302 0.018 0.0088 0.0094 0.0034 0.0024 0.0036 0.0022 0.0071 0.0017 0.0019 0.0011 0.0033 0.0032 0.0046 0.0403 0.0196 0.0012 0.0026 0.0026 0.0011 0.0014 0.0013 0.011 0.0009 0.0045 0.0021 0.0013 0.0018 0.0035 0.0052 0.0021 0.0036 0.0174 0.0038 0.0026 0.0107 0.0123 0.0019 0.0009 0.0035 0.0009 0.0011 0.002 0.039 0.0108 0.0166 0.0184 0.0608 0.0202 0.0071 0.0031 0.0529 -
012 Wood and wooden products (except furniture) 1.7449 0.1922 0.2849 1.3507 2.4991 1.2728 1.1353 2.9012 0.2755 0.1972 0.866 1055.9032 0.9202 0.3021 0.072 0.6152 0.3972 1.4024 1.4474 0.3365 0.0879 0.6013 0.8692 0.1728 2.0369 0.0772 0.0808 0.0966 0.0523 0.3384 2.2226 0.1129 0.4745 0.3851 0.5486 0.2592 0.2158 0.635 0.5413 0.0952 0.1381 90.0489 0.1171 0.2994 1.2144 0.058 0.1831 0.3885 0.1769 1.4491 1.5764 1.4796 0.0918 0.2103 0.1393 0.0709 0.0456 0.411 0.1475 0.0732 0.8694 0.0842 0.1492 0.2133 2.0107 0.189 0.1657 0.0541 0.1386 0.0346 0.0283 0.0593 0.0516 0.0526 0.0383 0.3191 0.141 0.051 0.1506 0.0418 0.3704 0.6865 0.0862 0.461 1.023 0.1176 0.9928 0.3176 0.0417 0.0513 0.1076 0.0306 0.0829 0.1055 4.6278 0.113 0.5801 0.2661 0.1414 0.2429 0.145 0.1237 0.1515 0.0001
013 Paper and paper products 1.5039 0.1914 0.1799 1.0719 1.0471 1.6381 0.6225 6.1049 0.2419 0.2969 0.35 1.0612 1068.7004 16.0891 0.044 0.3511 0.354 1.2264 0.7011 0.4836 0.1502 1.3736 0.7796 0.8332 1.0059 0.3275 0.2403 0.229 0.1652 0.19 0.6474 1.4557 2.1946 0.2502 0.3311 0.2133 0.111 0.2123 0.3712 0.0504 0.1914 0.4965 8.1063 0.9041 0.9412 0.0641 0.1522 0.217 0.4146 0.2332 0.2394 0.2536 0.1716 0.4017 0.2689 0.0599 0.077 0.2399 0.1938 0.0944 0.3938 0.5581 0.3147 0.2273 1.9523 0.1643 0.1298 0.1483 0.309 0.3675 0.2567 0.1053 0.1752 1.895 0.1751 0.1209 0.0406 0.1085 0.1089 0.1638 0.3074 0.313 0.2245 0.2808 0.7543 0.4486 0.3894 0.0989 0.0588 0.2396 0.2406 0.1168 0.1551 1.4881 0.3306 0.2025 0.5471 0.1547 0.3865 0.3965 0.2148 0.7041 0.2662 0.0001
014 Printing and reproduction of recorded media 2.0099 0.4995 1.9307 0.7698 0.7033 0.6384 0.6785 3.6782 0.6254 0.6137 0.4761 0.9279 4.6138 1041.0948 0.1516 0.4066 0.3246 0.6384 0.2914 0.2198 0.4848 1.0393 0.7134 0.4907 0.8474 0.1594 0.3623 0.4099 0.7476 0.3323 0.5802 0.5606 0.8878 0.721 0.511 0.4786 0.3591 1.5631 1.0893 0.2179 0.9907 1.0364 1.3487 1.1258 0.6666 0.4444 1.5089 0.8503 1.4076 0.6714 0.6798 0.7727 2.1226 3.7635 8.749 0.3271 0.7341 0.8737 0.917 0.7632 1.1343 2.6035 3.0912 2.276 3.012 1.521 1.1673 0.8802 1.9351 1.8968 1.0753 1.601 0.9272 9.1628 0.7845 1.1895 0.1584 0.9744 0.9727 0.9268 6.3085 1.1279 1.0857 2.2047 1.7234 1.7064 0.9187 1.1367 0.2497 1.4362 1.4797 0.5741 0.6659 26.68 1.4359 2.6557 5.1042 0.9316 2.453 6.6423 3.1843 3.9423 2.8329 0.004
015 Petroleum products 5.1272 5.6352 7.9456 7.0689 24.4368 5.3172 18.3776 4.3154 6.3892 2.4619 3.0854 7.1706 11.6986 7.834 1008.5799 43.4114 143.6694 24.2555 2.9998 14.8649 3.1071 41.1002 21.9924 21.6825 5.1447 7.112 3.1352 5.3449 4.8217 2.9065 13.3294 11.6492 20.7806 5.4422 6.6393 4.7324 8.5285 5.3405 8.0809 3.4954 3.5737 5.6252 8.538 5.0716 6.4019 12.6726 6.9843 5.6668 27.7305 12.7913 15.8678 14.5148 15.2625 7.0625 81.812 80.3383 63.1347 5.5754 42.0672 7.951 16.327 9.9767 5.7745 14.5911 8.5426 8.1156 4.887 1.5694 4.0318 2.1114 1.1999 1.409 2.1974 7.9557 1.8303 6.5958 1.6215 3.1215 3.6753 2.3815 4.1775 18.1567 2.0709 3.6248 5.0618 6.7045 4.6983 10.1667 0.7984 1.7549 16.039 4.9205 7.4096 7.5253 7.0005 9.5313 2.9352 4.2201 5.4632 6.4054 2.9913 4.6038 5.2639 0.039
016 Basic chemicals and chemical products 15.2296 0.889 2.1726 0.5292 2.2583 2.5352 5.9501 0.5154 0.3285 0.1798 0.2886 0.6635 0.7747 0.8283 2.3514 1104.332 12.5139 16.7435 1.2874 12.5122 2.134 3.8926 5.0752 9.3567 3.5682 1.0384 0.4065 0.5815 0.3037 1.7809 1.5906 1.3067 0.6987 0.7348 1.3056 0.5625 34.818 0.44 1.033 0.1292 0.2038 0.639 1.2363 1.2931 1.1192 0.3184 0.6975 2.2893 1.8892 0.9807 0.9353 1.0194 0.5199 0.8722 0.9688 0.4425 0.3728 0.8821 0.5934 0.3005 2.2651 0.7144 0.6336 0.8354 6.6202 1.0731 1.481 0.2391 0.6542 0.2202 0.1492 0.3108 0.3316 0.3601 0.2224 2.2534 0.1955 0.303 0.2827 0.2619 0.9412 5.1188 1.2221 2.6423 1.1475 1.0362 0.4052 3.0855 0.1845 0.2203 0.5852 0.2269 0.5006 0.6173 1.0097 0.8515 0.5251 2.9298 1.3106 1.4214 0.5823 0.6159 5.1041 0.0005
017 Petrochemicals and petrochemical products 17.5018 7.7287 6.6549 4.1874 6.1334 16.3243 34.7623 6.8482 3.2805 2.1891 3.0458 23.2303 33.1173 35.0375 3.3628 84.1298 1502.9969 108.0246 7.2505 83.4539 10.6061 375.9786 29.4784 4.4247 5.3342 14.1127 7.6855 5.3508 3.4015 7.6038 112.3011 93.6123 9.8838 9.8071 5.6055 10.4215 8.1159 6.3876 5.6116 0.8237 3.1266 11.593 65.5725 21.786 50.6315 1.2398 2.2609 6.9252 17.7734 6.7647 6.6159 6.5998 4.4125 5.6223 2.8488 1.0933 1.1016 4.8241 1.8796 1.2552 2.9758 1.8092 2.7171 4.9999 9.9201 3.8944 4.0264 0.9929 2.8357 0.8294 0.5657 1.2576 2.5247 1.4505 0.7681 4.8279 1.3264 1.0617 1.2219 0.8635 5.0283 37.2147 4.4873 14.9052 11.286 28.9928 3.2037 2.6334 0.5815 1.0388 2.3721 0.9862 11.5016 4.636 15.9474 3.7918 3.9637 4.5497 10.7701 8.4281 2.9106 3.3559 9.5172 0.0016
018 Paints and related products 0.1621 0.2913 0.1176 0.1152 0.1386 0.1712 0.1246 0.1164 1.1207 1.3563 2.8041 0.2056 1.8772 1.062 0.0427 0.1972 0.1715 1011.5182 0.1513 0.8376 0.0599 0.9771 10.4809 0.1876 2.2981 0.1529 0.6107 0.1526 0.1318 0.2013 0.3259 0.1261 3.3946 0.4152 0.2919 0.2152 0.2518 0.1418 0.7516 0.0736 0.1423 1.626 8.2454 0.1356 1.0247 0.1061 0.4284 0.8278 0.9086 1.3052 1.2186 1.807 0.1065 0.2131 0.3855 0.0703 0.0676 0.8446 0.1117 0.0849 0.5703 0.0995 0.1725 0.1256 1.8531 0.4092 0.6955 0.0685 0.1571 0.0816 0.0558 0.1583 0.3927 0.2037 0.0588 0.2805 0.2387 0.074 0.058 0.0679 0.6895 1.592 0.0794 2.365 11.9506 0.3702 0.0963 0.228 0.0576 0.0718 0.1887 0.0474 0.1559 0.1687 0.3579 0.3009 0.7258 0.1561 3.072 1.3184 0.216 0.1529 6.0182 0.0002
019 Detergents, perfumes, cleaning and toilet preparations 1.718 0.3684 0.4958 0.668 1.1805 1.6552 0.9201 2.4238 0.4024 0.5204 0.4322 1.1391 25.6348 7.1162 0.3192 4.7243 1.0441 3.2965 1020.4749 6.1443 0.5182 1.0807 1.2563 0.9136 0.8491 0.8627 0.5273 0.4796 0.3578 0.5323 0.3905 0.5524 2.929 0.4693 0.4744 0.4672 0.3652 0.3293 0.5997 0.0639 0.2227 0.631 7.46 1.0509 1.2401 0.1932 0.5667 0.9724 2.4223 0.5328 0.534 0.4562 0.5238 0.6301 0.4479 0.155 0.2019 0.6398 0.3171 0.7548 0.9942 0.5573 1.1831 1.0904 4.4079 0.8964 0.5299 0.2164 0.6443 0.2678 0.2118 0.6146 1.575 0.9827 0.1909 0.4439 0.247 0.179 0.2 0.2381 0.8392 0.5119 0.9636 2.0247 0.9174 2.0538 0.4282 0.9558 0.3944 0.2717 6.1795 0.3075 15.6619 1.9631 0.7909 0.6503 1.1768 2.7554 1.6024 1.4226 0.5536 1.7988 5.8834 0.0003
020 Other chemical products 10.9861 1.862 4.3319 1.8369 3.1356 12.8929 5.2008 1.7357 7.0939 3.1797 2.6384 9.7138 8.323 19.2237 3.62 12.2866 4.169 31.6633 4.1808 1089.6404 1.8405 8.0981 5.1553 3.204 3.8468 12.1505 6.5856 4.3652 3.138 5.4573 2.9575 2.4703 2.1195 2.8923 3.2269 3.7435 4.6159 2.071 2.3689 0.3036 0.9318 4.5178 4.6531 8.178 11.4759 0.4951 1.2613 3.394 4.4414 1.8787 1.8178 2.0952 1.2532 1.4166 1.3751 0.6024 0.6514 0.8574 0.7748 0.8931 2.1034 1.1217 1.6595 1.8245 8.7546 2.793 1.7078 0.4972 1.5919 0.3392 0.2965 1.4063 1.3035 0.6705 0.3394 1.0162 0.4408 0.5058 0.4856 0.503 2.1568 1.4862 2.2316 5.9135 8.7617 34.0343 1.3057 1.442 0.842 0.3556 2.0437 0.6314 13.3568 1.6471 2.3853 1.53 2.4788 3.8832 2.8574 2.6981 1.4215 2.0442 7.7595 0.0008
021 Pharmaceuticals and biological products 0.6929 2.6684 1.0645 0.1705 0.2628 1.4713 1.5851 0.1111 0.0587 0.0289 0.1046 0.0961 0.0836 0.1358 0.023 0.5539 0.5671 0.5616 0.2757 0.3308 1007.8147 0.215 0.1161 0.072 0.0857 0.243 0.0839 0.1739 0.0586 0.1221 0.0881 0.0758 0.1591 0.0926 0.1704 0.1298 0.0931 0.1405 0.4064 0.0219 0.065 0.0837 0.0702 1.888 0.1114 0.0647 0.3067 0.2433 0.1692 0.1487 0.1304 0.1239 0.1385 0.2912 0.3041 0.1104 0.1226 0.2202 0.3127 0.1371 0.2796 0.093 0.3205 0.2935 0.2075 0.3219 0.1775 0.1572 0.4132 0.1635 0.0919 0.1937 0.2195 0.2273 0.1549 0.2243 0.0361 0.185 0.1799 0.2118 0.2317 0.2086 2.6693 0.1338 0.1896 0.2681 0.5436 0.2474 0.0408 0.0817 0.3236 0.1773 0.1123 0.3253 0.4023 0.9357 0.1331 26.2014 0.875 0.4341 0.5142 2.8551 0.3295 0.0002
022 Rubber and plastic products 9.4548 5.7557 2.9885 2.9795 3.9457 5.4685 2.6746 5.3413 1.1923 0.4716 0.7254 10.6264 14.7693 4.5025 0.1911 1.0261 2.0667 3.6556 2.3998 1.342 1.72 1052.5636 0.8704 1.0646 1.5602 0.9552 2.7747 0.979 0.6193 1.1599 1.3998 1.2396 9.0173 6.5186 1.9471 3.845 1.5876 4.7433 2.4996 0.4085 2.5158 3.2772 0.8993 9.7514 13.2222 0.2647 0.44 1.5255 2.3804 2.2771 2.2008 2.6699 0.6121 0.8448 0.9477 0.2032 0.261 0.9136 0.8985 0.2419 0.9629 0.7214 0.6183 2.0128 3.2036 1.6486 1.367 0.2099 0.7111 0.2427 0.1745 0.4334 1.6717 0.4412 0.2027 0.5477 0.2753 0.2592 0.2251 0.2245 2.1396 1.2156 0.4046 8.1565 0.938 0.6635 1.4325 0.8003 0.1546 0.2967 0.7314 0.2133 0.5402 1.65 1.2488 0.7629 1.9024 0.5278 0.6702 1.2947 1.2948 0.9769 0.538 0.0005
023 Other non-metallic mineral products 0.7434 0.1902 0.182 0.344 1.8788 0.2735 0.6125 0.5426 0.1084 0.0669 0.1003 0.2613 0.1933 0.2247 0.0858 3.4829 0.4427 0.7511 0.1509 0.4499 0.2766 0.2715 1004.7537 0.3386 0.5013 0.562 0.1727 0.3496 0.1317 2.0886 0.1527 0.1021 0.1728 0.2011 0.3178 0.5666 0.4349 1.1372 0.4842 0.1333 0.6408 0.9736 0.3732 0.2854 0.1459 0.0941 0.2505 2.233 0.8904 28.6774 28.7134 25.9339 0.2039 0.4873 0.7172 0.1457 0.096 0.4353 0.1746 0.2961 0.2475 0.1316 0.4736 0.2977 0.2304 0.3569 0.5057 0.1011 0.2222 0.0751 0.0612 0.0676 0.0991 0.1308 0.0967 0.9174 2.2276 0.1297 0.111 0.1102 0.2235 2.1272 0.1607 0.3902 1.318 0.182 0.1509 0.4671 0.0364 0.235 0.1741 0.0964 0.102 0.2073 0.2928 0.3739 0.2563 0.288 0.6044 1.2066 0.2857 0.1999 0.4049 0.0003
024 Basic metals 0.3875 0.3322 0.2856 2.0394 0.6158 2.1281 1.638 1.1004 0.2083 0.1603 1.0152 3.6839 5.4527 0.4232 0.067 0.9955 0.5317 1.3313 0.6126 0.6664 0.0889 0.7611 1.2773 1023.0655 26.7179 0.3524 0.4638 0.6456 0.4355 1.0299 23.5585 33.9599 5.1206 3.8615 10.309 3.9792 2.0687 1.6702 6.5773 0.2455 1.4356 2.4117 19.2815 0.7049 0.7834 0.4693 0.2535 0.8076 9.6697 6.0372 5.909 6.572 0.2391 0.3733 0.3238 0.1556 0.115 0.4799 0.2553 0.2137 0.4001 0.1322 0.2952 0.387 0.3424 0.3705 0.4712 0.2513 0.4133 0.0979 0.0865 0.1619 0.1738 0.1555 0.1474 0.5934 0.5781 0.1579 0.2812 0.2965 0.4903 2.235 0.2495 0.7089 1.4227 0.4588 0.2985 0.4918 0.1123 0.4097 0.2457 0.1088 0.2253 0.3733 4.5648 1.1382 0.217 0.2442 0.3977 0.7359 0.2834 0.4071 0.4279 0.0002
025 Fabricated metal products (except machinery and equipment) 3.0274 1.5928 2.0552 5.572 7.65 6.7631 5.0253 15.3248 1.7579 1.276 14.1335 8.5692 12.5706 3.0162 0.6397 8.7452 7.4242 10.3371 8.0807 3.6389 0.6023 8.3479 3.3699 18.2372 1074.3962 2.3161 4.4318 10.3388 6.1186 4.5944 51.6197 27.8961 16.7117 21.7474 46.0707 31.0927 30.223 19.2523 40.0601 2.5206 6.3125 15.9448 23.7915 7.4097 6.6697 1.1482 1.8049 4.9856 11.8759 50.1893 48.9574 54.3068 1.5671 2.4726 2.6001 1.017 0.6974 4.8201 1.4107 1.9034 4.4554 0.9188 1.9579 1.9121 2.078 2.9114 3.247 0.714 1.8524 0.4762 0.3697 0.6431 0.7167 0.7407 0.5531 5.2536 4.8768 0.7465 1.4905 0.6187 2.9992 25.4624 1.102 6.4972 19.7375 3.4872 1.7442 3.3034 0.5019 5.4812 1.2767 1.1967 1.009 2.3052 37.7296 5.8092 1.2381 1.263 2.893 5.3441 1.9605 1.4283 4.0518 0.0016

Columns

Column Type Categorical
Coefficient Text No
(Industry) 001 Agriculture and nursery products Text No
(Industry) 002 Livestock Text No
(Industry) 003 Fishing and aquaculture Text No
(Industry) 004 Food preparations Text No
(Industry) 005 Oils and fats Text No
(Industry) 006 Dairy products Text No
(Industry) 007 Other food products n.e.c Text No
(Industry) 008 Beverages and tobacco products Text No
(Industry) 009 Textiles Text No
(Industry) 010 Wearing apparel and fur products Text No
(Industry) 011 Footwear and leather products Text No
(Industry) 012 Wood and wooden products (except furniture) Text No
(Industry) 013 Paper and paper products Text No
(Industry) 014 Printing and reproduction of recorded media Text No
(Industry) 015 Petroleum products Text No
(Industry) 016 Basic chemicals and chemical products Text No
(Industry) 017 Petrochemicals and petrochemical products Text No
(Industry) 018 Paints and related products Text No
(Industry) 019 Detergents, perfumes, cleaning and toilet preparations Text No
(Industry) 020 Other chemical products Text No
(Industry) 021 Pharmaceuticals and biological products Text No
(Industry) 022 Rubber and plastic products Text No
(Industry) 023 Other non-metallic mineral products Text No
(Industry) 024 Basic metals Text No
(Industry) 025 Fabricated metal products (except machinery and equipment) Text No
(Industry) 026 Semiconductor devices, electronic components and boards Text No
(Industry) 027 Computers and peripheral equipment Text No
(Industry) 028 Communications equipment Text No
(Industry) 029 Consumer electronics Text No
(Industry) 030 Scientific, photographic and optical products Text No
(Industry) 031 Electrical industrial apparatus, batteries and accumulators Text No
(Industry) 032 Electric wiring and lighting equipment Text No
(Industry) 033 Domestic appliances Text No
(Industry) 034 Other electrical equipment Text No
(Industry) 035 General and special purpose machinery (except oil rigs) Text No
(Industry) 036 Mining, quarrying and construction equipment Text No
(Industry) 037 Semiconductor related equipment Text No
(Industry) 038 Installation of industrial machinery and equipment Text No
(Industry) 039 Land transport equipment Text No
(Industry) 040 Ships and boats Text No
(Industry) 041 Aircraft and related parts Text No
(Industry) 042 Transport equipment n.e.c Text No
(Industry) 043 Furniture (except of stone) Text No
(Industry) 044 Jewellery and related articles Text No
(Industry) 045 Medical and dental instruments and supplies Text No
(Industry) 046 Other manufacturing Text No
(Industry) 047 Electricity Text No
(Industry) 048 Gas Text No
(Industry) 049 Water and sewerage Text No
(Industry) 050 Waste collection, treatment and disposal services Text No
(Industry) 051 Building construction Text No
(Industry) 052 Civil engineering works Text No
(Industry) 053 Specialised construction services Text No
(Industry) 054 Wholesale trade Text No
(Industry) 055 Retail trade Text No
(Industry) 056 Land transport Text No
(Industry) 057 Water transport Text No
(Industry) 058 Air transport Text No
(Industry) 059 Land transport supporting services Text No
(Industry) 060 Water transport supporting services Text No
(Industry) 061 Air transport supporting services Text No
(Industry) 062 Cargo handling, warehousing and other support services Text No
(Industry) 063 Postal and courier services Text No
(Industry) 064 Accommodation Text No
(Industry) 065 Food and beverage services Text No
(Industry) 066 Publishing Text No
(Industry) 067 Media entertainment Text No
(Industry) 068 Telecommunications Text No
(Industry) 069 Computer programming, consultancy and information services Text No
(Industry) 070 Banking and finance Text No
(Industry) 071 Financial services (except insurance and pension funding) Text No
(Industry) 072 Life insurance and reinsurance Text No
(Industry) 073 General insurance and reinsurance Text No
(Industry) 074 Other auxiliary financial services Text No
(Industry) 075 Security Dealing Services Text No
(Industry) 076 Pension funding and other auxiliary insurance services Text No
(Industry) 077 Fund Management Text No
(Industry) 078 Real estate Text No
(Industry) 079 Ownership of dwellings Text No
(Industry) 080 Legal services Text No
(Industry) 081 Accounting, auditing and tax consultancy services Text No
(Industry) 082 Head offices and business representative offices Text No
(Industry) 083 Consultancy services Text No
(Industry) 084 Architectural and engineering services Text No
(Industry) 085 Research and development Text No
(Industry) 086 Advertising and market research Text No
(Industry) 087 Specialised design services Text No
(Industry) 088 Other professional, scientific and technical services Text No
(Industry) 089 Veterinary services Text No
(Industry) 090 Rental and leasing of tangible assets Text No
(Industry) 091 Rental and leasing of intangible assets Text No
(Industry) 092 Employment and labour contracting Text No
(Industry) 093 Travel agency, tour operator and reservation services Text No
(Industry) 094 Security and investigation services Text No
(Industry) 095 Cleaning and landscape maintenance services Text No
(Industry) 096 Office administrative and support services Text No
(Industry) 097 Exhibitions, conventions and other events Text No
(Industry) 098 Public administration and defence Text No
(Industry) 099 Education Text No
(Industry) 100 Health services Text No
(Industry) 101 Social services Text No
(Industry) 102 Arts and entertainment Text No
(Industry) 103 Recreation and sports Text No
(Industry) 104 Member organisations Text No
(Industry) 105 Repair of computers, personal and household goods and vehicles Text No
(Industry) 106 Other personal services Text No
(Industry) 107 Domestic services Text No