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CSV Singapore Department of Statistics

Total Requirement Coefficients, 2021 (Supply, Use and Input-Output Tables)

Official description

Source: SINGAPORE DEPARTMENT OF STATISTICS Data Last Updated: 25/03/2026 Update Frequency: Annual Survey period: Supply, Use and Input-Output Tables 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/17934

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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 1228.3602 16.256 16.7445 2.9464 10.0381 0.6151 7.1253 0.9644 0.0998 0.0343 0.7812 0.1505 0.1116 0.1144 0.0263 0.3898 0.1177 0.515 0.2042 0.0586 0.1035 0.1139 0.0835 0.1091 0.0723 0.0306 0.0358 0.0784 0.0864 0.0475 0.0757 0.1076 0.0574 0.0776 0.0892 0.0276 0.0431 0.0682 0.0548 0.0212 0.0265 0.1741 0.0733 0.0529 0.0432 2.7663 0.0451 0.4614 0.1889 0.2398 0.2572 0.165 0.0431 0.1688 0.1223 0.0373 0.1106 0.0716 0.1223 0.275 0.1021 0.0737 2.3432 3.9912 0.0659 0.0761 0.0781 0.0282 0.0664 0.0254 0.0168 0.0966 0.0379 0.0528 0.0446 0.1275 0.0367 0.0397 0.0345 0.04 0.0762 0.053 0.1131 0.0383 0.0849 0.0775 0.0822 0.0422 0.0253 0.0438 0.1579 0.034 1.5501 0.0874 0.1965 0.117 0.0782 0.0783 0.3256 0.2496 0.2235 0.1821 0.4729 0.0002
002 Livestock 0.0113 1000.0705 0.0235 22.9864 0.1172 0.065 0.924 0.0277 0.0387 0.0088 44.0883 0.0188 0.0077 0.0086 0.0009 0.0109 0.0032 0.0601 0.0368 0.0037 0.0059 0.0043 0.0055 0.0036 0.0043 0.0016 0.0016 0.004 0.0036 0.0025 0.0045 0.0079 0.0053 0.0057 0.006 0.0025 0.0051 0.0293 0.0048 0.0013 0.0049 0.0449 0.0246 0.0057 0.003 0.0029 0.0121 0.0091 0.018 0.0094 0.0133 0.0074 0.011 0.0214 0.0135 0.0177 0.024 0.0084 0.0401 0.0124 0.0266 0.0087 0.1373 2.4381 0.0138 0.0284 0.0131 0.0079 0.0197 0.0062 0.0042 0.0391 0.013 0.0131 0.0182 0.0135 0.0021 0.0089 0.0085 0.0114 0.0201 0.0073 0.048 0.0059 0.0196 0.0157 0.0096 0.0115 0.0065 0.0109 0.0213 0.0066 0.0166 0.0177 0.0458 0.0392 0.0098 0.0086 0.0545 0.0289 0.0754 0.0322 0.2421 -
003 Fishing and aquaculture 0.0068 0.0625 1021.5031 3.3069 0.0102 0.0125 0.1197 0.0061 0.0098 0.0021 0.006 0.007 0.0048 0.007 0.0008 0.0114 0.0031 0.0123 0.0085 0.0026 0.0023 0.0042 0.0055 0.0031 0.004 0.002 0.0016 0.0035 0.0031 0.0025 0.004 0.0072 0.0047 0.0064 0.007 0.0025 0.0065 0.0032 0.0049 0.0014 0.0017 0.0085 0.0023 0.0046 0.0026 0.0035 0.0149 0.0107 0.0286 0.0114 0.0166 0.0086 0.0135 0.0201 0.0426 0.0356 0.0262 0.0105 0.0458 0.0246 0.0252 0.006 0.5482 1.7925 0.0159 0.0214 0.0161 0.0073 0.0205 0.0055 0.0039 0.0312 0.0112 0.0125 0.0151 0.0124 0.0052 0.0096 0.0095 0.0098 0.0212 0.0072 0.0131 0.0062 0.0502 0.0192 0.0108 0.0235 0.0069 0.0103 0.0306 0.0073 0.0351 0.0179 0.0437 0.0232 0.0085 0.0082 0.029 0.0677 0.0339 0.034 0.0413 -
004 Food preparations 0.1023 0.4447 0.15 1094.3427 0.5466 0.7319 4.3553 0.2185 0.1412 0.039 0.0727 0.1407 0.1085 0.1241 0.0171 0.1474 0.0553 0.3645 0.7355 0.0573 0.0349 0.0613 0.0966 0.0533 0.075 0.0218 0.0286 0.0693 0.0657 0.0338 0.0667 0.1132 0.0748 0.0743 0.0872 0.0412 0.0701 0.0589 0.0717 0.0184 0.0285 0.1546 0.0593 0.0469 0.0391 0.0463 0.1449 0.0917 0.3718 0.0911 0.136 0.0881 0.1269 0.2885 0.1258 0.4049 0.3037 0.1221 0.7276 0.1554 0.3126 0.0791 5.7444 23.3571 0.1505 0.2397 0.1294 0.0935 0.2369 0.0915 0.0515 0.3969 0.1451 0.1557 0.1991 0.2592 0.0234 0.1253 0.1095 0.1643 0.2429 0.0958 0.1497 0.0715 0.2278 0.1909 0.1331 0.115 0.0986 0.13 0.2613 0.0919 0.196 0.2353 0.4818 0.2412 0.0997 0.121 1.0392 0.5454 0.2851 0.3946 1.2669 0.0001
005 Oils and fats 0.0714 0.2688 0.1062 0.3749 1147.867 2.2254 1.9839 0.2015 0.0352 0.0175 0.0342 0.0608 0.1519 0.0453 0.0153 2.791 0.069 1.3697 0.4986 0.261 0.0229 0.0397 0.0502 0.0417 0.0298 0.01 0.0197 0.0413 0.0446 0.0176 0.0291 0.0377 0.0277 0.0291 0.0232 0.0128 0.063 0.026 0.02 0.005 0.01 0.0805 0.0515 0.0252 0.0222 0.0062 0.0142 0.0178 0.0452 0.0286 0.0328 0.028 0.0146 0.0357 0.0237 0.0151 0.0382 0.022 0.0434 0.0172 0.0272 0.0278 1.7662 0.9828 0.0424 0.0249 0.0178 0.0076 0.021 0.0083 0.0044 0.0227 0.0099 0.0194 0.0139 0.0475 0.0035 0.0125 0.0134 0.013 0.0315 0.0277 0.0251 0.0231 0.0431 0.0355 0.0234 0.0198 0.0107 0.0141 0.0312 0.011 0.0353 0.028 0.0551 0.1839 0.0158 0.0432 0.1378 0.0803 0.0386 0.0368 0.3706 -
006 Dairy products 0.0922 3.3097 1.1104 3.0481 11.6022 1080.6167 25.3557 3.0802 0.1356 0.0641 0.2576 0.1472 0.194 0.1589 0.0194 0.1872 0.0653 27.6833 1.8707 0.1573 0.0673 0.0954 0.3321 0.0525 0.1206 0.0516 0.0505 0.09 0.0827 0.056 0.0692 0.1203 0.1696 0.0719 0.1007 0.0563 0.0726 0.0603 0.0961 0.0253 0.033 0.1848 0.2817 0.2004 0.0635 0.0311 0.1204 0.0831 0.1188 0.1129 0.146 0.1243 0.1078 0.2146 0.1238 0.0973 0.229 0.127 0.2912 0.1339 0.1963 0.274 7.1594 9.9801 0.3196 0.1689 0.104 0.0644 0.1943 0.0922 0.0372 0.2244 0.0971 0.1446 0.1131 0.2133 0.0201 0.0922 0.0862 0.1678 0.2065 0.1201 0.4441 0.117 0.4568 0.1643 0.1253 0.1079 0.2105 0.085 0.2262 0.0791 0.1678 0.1922 0.3089 0.3533 0.1126 0.1436 0.8578 0.4713 0.2422 0.2771 1.4456 0.0001
007 Other food products n.e.c 0.663 70.2993 23.3514 21.6552 36.6918 61.7111 1109.7089 28.38 0.6975 0.2938 3.572 1.2845 1.7048 1.0623 0.1369 1.9102 0.4882 65.9662 25.6424 1.7422 0.8067 0.6711 1.0908 0.3623 0.5501 0.5284 0.3171 0.6096 0.5574 0.4991 0.4031 0.7719 0.7711 0.4611 0.6034 0.3069 0.4868 0.4014 0.4684 0.2202 0.1859 1.0763 1.2402 3.3447 0.3376 0.1551 0.5615 0.5031 0.7803 0.5882 0.7861 0.5695 0.9844 1.2865 0.7523 0.8828 1.1124 0.7247 1.6898 0.8451 1.7792 5.216 12.776 76.4426 3.2932 1.1716 0.6822 0.3743 1.2212 0.3831 0.2118 1.6615 0.5916 0.7262 0.6937 1.1874 0.1181 0.4654 0.4651 0.7199 1.1406 0.62 0.9092 0.5945 1.7536 0.943 0.8082 0.6646 1.6945 0.4877 1.9919 0.3549 1.5047 0.9466 1.9233 2.4703 0.6776 0.8189 2.7966 1.7641 1.7363 1.4494 10.0763 0.0008
008 Beverages and tobacco products 0.0609 0.356 0.1294 0.3051 0.2681 0.4628 0.6224 1023.5132 0.0624 0.0254 0.0486 0.0868 0.0666 0.0587 0.0148 0.0765 0.0995 0.3113 0.1297 0.0357 0.0262 0.0549 0.0573 0.0346 0.0385 0.0124 0.0277 0.0504 0.0569 0.0237 0.0441 0.0617 0.0379 0.0541 0.0438 0.0269 0.0399 0.0425 0.0399 0.0102 0.0175 0.1118 0.045 0.0341 0.026 0.0149 0.0391 0.0328 0.0945 0.0614 0.078 0.0793 0.1941 2.019 0.1185 0.2073 0.8144 0.0682 0.2609 0.2912 0.6039 0.3663 3.1788 3.5879 0.057 0.101 0.0541 0.0278 0.1197 0.0312 0.0161 0.0781 0.0374 0.0527 0.0491 0.1243 0.0163 0.0404 0.0419 0.0452 0.077 0.0474 0.0895 0.0353 0.0813 0.0722 0.0598 0.0575 0.0311 0.0446 0.0816 0.0328 0.0572 0.0714 0.1437 0.3385 0.0355 0.065 0.1421 0.2057 0.2712 0.1043 0.9097 0.0001
009 Textiles 0.0095 0.0093 0.0601 0.012 0.0195 0.02 0.0131 0.0791 1007.5694 1.1966 0.0899 0.209 0.5862 0.0516 0.0015 0.0123 0.0118 0.0188 0.0232 0.0263 0.0089 0.0992 0.012 0.2612 0.0223 0.0057 0.0037 0.154 0.0115 0.0155 0.0718 0.0164 0.0169 0.0352 0.033 0.0167 0.0082 0.0464 0.0369 0.0077 0.0049 1.1292 0.0222 0.0248 0.3028 0.0065 0.0077 0.011 0.0262 0.0963 0.0962 0.098 0.0246 0.0479 0.0261 0.0089 0.0184 0.0095 0.0451 0.02 0.0556 0.0071 0.331 0.0101 0.0135 0.1965 0.0484 0.0029 0.0085 0.0043 0.0018 0.0067 0.0044 0.0095 0.0028 0.0184 0.007 0.0048 0.005 0.0047 0.0249 0.013 0.0213 0.042 0.1585 0.0107 0.0271 0.038 0.0121 0.0056 0.1379 0.0062 0.012 0.0168 0.0806 0.0271 0.0362 0.0376 0.1523 0.0824 0.0384 0.1782 0.8225 -
010 Wearing apparel and fur products 0.0664 0.0634 0.0293 0.088 0.0323 0.0594 0.0728 0.0272 1.309 1062.5049 0.195 1.3668 0.3779 0.1089 0.0089 0.1249 0.0364 0.0685 0.0289 0.0213 0.0503 0.0863 0.0369 0.0768 0.0306 0.0082 0.0146 0.0306 0.0334 0.025 0.0273 0.0334 0.0204 0.0478 0.0612 0.0134 0.2669 0.0343 0.0441 0.0713 0.0334 0.1559 0.0388 0.0225 0.0212 0.0303 0.0776 0.2557 0.092 0.2351 0.2629 0.0916 0.197 3.051 0.833 0.0491 0.0736 0.5714 0.168 0.0838 0.5798 0.7526 0.1244 0.4754 0.0547 0.1041 0.0448 0.0101 0.027 0.047 0.0084 0.0189 0.013 0.2084 0.0104 0.042 0.0162 0.0334 0.0271 0.0451 0.0799 0.0368 0.096 0.1142 0.0502 0.0384 0.0377 0.0363 0.0313 0.097 0.0764 0.0467 0.1195 0.0716 0.0743 0.1353 0.2627 0.1364 0.8728 0.5227 0.2169 0.1632 1.0522 0.0005
011 Footwear and leather products 0.093 0.0128 0.0239 0.0074 0.0081 0.0054 0.0059 0.0028 0.6438 0.1502 1000.4507 0.2439 0.0421 0.0189 0.0008 0.0075 0.003 0.0033 0.0034 0.0016 0.0015 0.0089 0.004 0.0101 0.0033 0.0019 0.0015 0.0044 0.0036 0.0073 0.0031 0.0035 0.0024 0.0031 0.0068 0.0051 0.003 0.5889 0.0028 0.0018 0.0719 0.8013 0.4831 0.02 0.0033 0.0057 0.0101 0.0473 0.0227 0.0486 0.0523 0.0191 0.0156 0.0255 0.0057 0.0042 0.0098 0.0037 0.0246 0.009 0.0045 0.0022 0.0058 0.0058 0.0064 0.1456 0.0332 0.0015 0.0037 0.0058 0.0011 0.0039 0.0026 0.0263 0.0012 0.0104 0.0028 0.0024 0.0023 0.009 0.0118 0.0043 0.0187 0.0213 0.0062 0.0042 0.0174 0.0273 0.0092 0.0021 0.0097 0.0016 0.0021 0.0044 0.0411 0.0133 0.0328 0.0303 0.0855 0.0387 0.0154 0.0065 0.0969 -
012 Wood and wooden products (except furniture) 2.8595 0.2776 0.3867 0.9083 2.2611 1.7657 1.1165 2.4408 0.3085 0.1647 1.0283 1066.91 1.4162 0.484 0.1031 0.8797 0.3869 0.9643 3.5798 0.3929 0.0679 0.626 1.0789 0.2298 2.5223 0.0953 0.0651 0.2703 0.0713 0.385 2.519 0.1339 0.5926 0.3832 0.7088 0.5476 0.3864 0.7949 0.9843 0.2786 0.162 62.9664 0.2056 0.3546 1.0237 0.0591 0.131 0.4443 0.2063 1.3112 1.5389 1.2445 0.1155 0.2206 0.2532 0.072 0.0768 0.6439 0.2146 0.1565 0.9993 0.0671 0.1742 0.2464 1.8996 0.1222 0.1835 0.0347 0.0926 0.0402 0.0208 0.04 0.0323 0.071 0.0287 0.5112 0.102 0.0681 0.0979 0.0577 0.408 1.3081 0.2418 0.3404 1.1065 0.122 1.0454 0.5504 0.0812 0.0677 0.1874 0.0385 0.1729 0.1667 3.1628 0.1485 0.6089 0.2783 0.1735 0.2457 0.2155 0.1507 0.2685 0.0002
013 Paper and paper products 2.8096 0.3484 0.2634 0.8408 1.2511 2.4634 0.7943 6.4426 0.4763 0.3788 0.5513 1.582 1090.7898 31.6011 0.0705 0.6279 0.4306 1.4055 2.4152 0.7414 0.2088 1.5868 1.2517 1.3386 1.4926 0.3437 0.3329 0.3576 0.2219 0.3097 0.7644 1.9322 3.8306 0.3698 0.4803 0.4006 0.1995 0.2722 0.5659 0.157 0.2802 0.7002 13.101 1.1236 1.2193 0.083 0.1388 0.3381 0.6284 0.3459 0.3471 0.3613 0.2868 0.7523 0.3366 0.0692 0.2283 0.4585 0.3039 0.213 0.5487 1.5928 0.4872 0.3281 3.5918 0.2194 0.1667 0.1465 0.4939 0.587 0.2041 0.1349 0.1419 2.9071 0.1613 0.2315 0.0467 0.1928 0.1588 0.2252 0.436 0.4004 0.4635 0.3607 1.2519 0.8024 0.9098 0.1785 0.1623 0.3469 0.4643 0.0901 0.2685 1.3535 0.8182 0.4631 0.8116 0.2256 0.9514 0.6287 0.453 0.7316 0.5791 0.0003
014 Printing and reproduction of recorded media 1.8923 0.4395 1.4364 0.4231 0.419 0.5181 0.4373 1.8484 0.4368 0.3776 0.3705 0.6551 4.1364 1025.9332 0.0879 0.3629 0.2292 0.3987 0.5563 0.1524 0.3468 0.633 0.467 0.3383 0.5844 0.1063 0.2251 0.3262 0.5258 0.2239 0.4005 0.5523 0.6159 0.5153 0.3442 0.2788 0.3338 1.114 0.5257 0.1479 0.6052 0.8009 1.1145 0.6745 0.4884 0.1921 0.4743 0.9544 0.887 0.4884 0.5025 0.5653 1.5684 2.953 1.5793 0.1726 0.8342 0.7433 0.5961 0.8575 0.7878 7.6224 2.0279 1.9035 0.5545 1.1125 0.3944 0.4088 1.4847 1.4968 0.4205 1.4213 0.7366 6.1587 0.3841 0.8335 0.0948 0.6904 0.5856 0.674 4.2173 0.6979 0.8901 2.6829 1.8092 1.3755 1.0746 1.1486 0.494 1.0777 1.0778 0.2205 0.4228 18.6654 1.41 2.5553 4.3605 0.6202 2.5262 5.2127 2.6073 1.8724 2.4499 0.0013
015 Petroleum products 6.8539 4.2552 2.5374 3.2845 24.4267 5.4079 10.8385 2.6325 2.4284 1.5077 5.1816 4.6918 8.8029 6.4417 1013.6098 33.0536 110.859 18.3218 8.3535 10.1759 2.0927 32.6078 13.446 14.8325 3.193 3.1812 1.8196 3.7702 3.0174 1.9331 10.5634 8.1858 14.1119 3.6568 4.3025 2.8342 4.7408 3.3477 3.8666 2.1821 2.1008 4.0185 7.3517 3.6508 5.6118 5.3558 1.9081 2.6827 13.284 7.5345 9.0467 9.4236 8.0572 4.5146 46.5452 69.2548 32.3349 3.9465 32.3926 2.8073 10.0565 3.4722 3.2021 9.233 3.2472 2.0443 2.5354 0.715 1.905 0.9468 0.2894 0.704 0.6982 2.747 0.4273 3.3593 0.7867 2.3807 1.224 1.1732 2.8908 12.9664 2.0059 2.1168 3.0323 3.3813 3.2869 6.7838 1.0828 1.3364 8.1532 2.3139 5.7756 4.3189 4.474 5.7522 1.4552 2.2531 3.4673 3.3658 2.4535 2.7351 4.0758 0.0266
016 Basic chemicals and chemical products 13.2842 1.1127 2.1427 0.4327 2.3234 3.9807 5.3552 0.4006 0.2955 0.1526 0.2875 0.6629 0.8843 0.9948 1.7838 1101.5271 14.0594 17.2146 3.6912 4.7991 1.9588 4.3677 2.3624 7.237 1.8042 0.3758 0.2987 1.9381 0.3404 1.2213 1.6187 1.313 0.6392 4.2468 1.1891 0.5567 20.2706 0.3113 0.7738 0.1148 0.1799 0.6346 1.4761 1.1001 1.1519 0.244 0.5092 2.1118 1.1173 0.8095 0.8522 0.8478 0.5009 0.8687 0.6515 0.2687 0.4156 0.6257 0.4611 0.5174 0.6528 0.8635 0.7391 0.951 5.3506 0.5588 0.8163 0.1847 0.5486 0.37 0.1112 0.2606 0.233 0.4073 0.1549 2.1985 0.119 0.3227 0.2718 0.6339 1.2239 3.5563 1.0111 2.1104 1.0289 0.8606 0.577 2.0578 0.7601 0.1852 0.6591 0.2599 0.4814 0.7968 0.8273 0.7197 0.5279 2.7085 1.2446 1.1573 0.6576 0.7591 6.0129 0.0004
017 Petrochemicals and petrochemical products 16.3798 13.511 8.57 3.9353 6.7421 35.5173 41.4275 6.4693 4.7174 2.2867 4.4494 28.6509 42.4475 48.1826 3.4804 120.5829 1539.2957 132.5089 62.9305 96.2425 13.6575 413.8589 35.4099 5.1127 6.1816 8.0838 9.4298 6.2844 3.4297 10.0941 124.3431 87.8176 12.6332 12.3349 7.1198 12.9028 10.3214 7.6006 8.3553 1.1373 3.8728 13.3679 79.1592 24.6549 67.858 1.3373 1.8385 8.7846 15.9478 9.2623 9.5193 8.3359 6.3424 12.3444 4.227 1.1171 1.8044 6.8701 2.7393 2.6291 3.5496 4.6257 3.7546 7.2517 8.8202 3.4141 4.5428 0.8517 2.8503 1.0791 0.4374 1.4403 0.8988 1.6769 0.5953 6.3237 1.2533 1.4329 1.3941 1.3296 8.2332 55.7638 5.1334 15.0365 13.3381 26.5251 4.3565 4.3235 1.9681 1.0594 3.9709 0.945 8.6093 6.6721 19.0392 5.7833 5.3389 3.8712 14.0817 10.1158 4.9981 4.2932 17.4692 0.0028
018 Paints and related products 0.1374 0.1008 0.0695 0.0548 0.0736 0.2447 0.0896 0.0659 1.3271 0.9784 2.4637 0.1616 1.492 1.0327 0.0305 0.1914 0.1205 1006.3831 0.176 0.7962 0.0329 0.8427 9.6367 0.1794 2.1645 0.08 0.5728 0.1323 0.099 0.1556 0.2409 0.1169 3.5187 0.3943 0.2919 0.182 0.2438 0.0842 0.9298 0.0614 0.1198 1.2691 7.3262 0.1128 0.9902 0.0562 0.1774 0.6137 0.4738 1.1848 1.1177 1.6983 0.0856 0.1601 0.9129 0.046 0.0687 0.8427 0.0807 0.1672 0.4581 0.0624 0.1386 0.0958 1.2832 0.2282 0.5393 0.0363 0.097 0.0551 0.025 0.1015 0.053 0.1067 0.0263 0.2061 0.1173 0.0517 0.0448 0.0677 0.8413 1.227 0.1023 1.7644 9.8309 0.2948 0.1253 0.2612 0.1099 0.061 0.1427 0.0391 0.1005 0.1612 0.2976 0.2876 0.7357 0.0854 2.5575 1.3727 0.2137 0.1607 2.8119 0.0005
019 Detergents, perfumes, cleaning and toilet preparations 2.7924 0.716 0.7271 0.7407 2.1423 3.5547 1.4577 3.4605 0.7414 0.8834 0.8115 1.9564 45.9154 17.9412 0.3943 6.6497 1.6145 5.4494 1033.2196 9.6908 0.5749 1.915 2.1745 1.466 1.5382 0.8425 0.7755 0.8097 0.589 0.8147 0.63 1.282 7.6803 1.0248 0.9617 0.6887 0.5989 0.5465 0.8599 0.1978 0.4112 1.1178 17.6134 1.5763 1.6229 0.2858 0.8482 2.2745 3.5923 1.2765 1.3604 0.9414 1.012 1.6044 1.0824 0.2711 0.8884 2.0508 0.6842 2.4945 2.2227 4.4947 2.7547 2.7284 8.779 0.9246 1.2203 0.2959 0.9932 0.6372 0.2695 1.0676 0.455 1.9793 0.264 1.0949 0.4616 0.4098 0.4952 0.6444 2.3585 0.8848 3.1546 4.116 2.0614 2.8136 1.3845 3.076 1.6123 0.5537 19.2777 0.5119 31.3076 2.849 2.8668 2.1599 3.1332 6.6483 4.0148 3.0707 1.4425 3.5063 19.281 0.0009
020 Other chemical products 8.6157 1.9927 5.3367 1.2054 2.8805 32.1692 6.6132 1.6316 11.8685 3.2643 3.3176 12.207 11.5203 25.6512 3.7869 17.6803 4.5069 45.3247 10.7217 1106.9912 1.7206 10.5281 6.6164 4.1663 4.9491 5.1874 8.5926 3.3082 2.3595 7.0933 3.3212 2.4438 2.1845 4.4985 4.5851 4.7851 4.2206 2.3406 2.5349 0.392 1.0104 5.0108 7.1718 10.397 17.1521 0.4149 0.8749 4.7391 3.3827 2.0328 2.0768 2.023 1.1038 1.5527 1.5891 0.538 0.774 0.9086 0.7624 1.221 2.3778 2.1506 1.8873 1.9452 8.1674 1.2947 1.6736 0.3694 1.3956 0.4393 0.1737 0.7517 0.3904 0.7583 0.2289 1.1544 0.3063 0.6741 0.5032 0.6514 2.8709 1.5506 2.0229 5.2841 12.0541 32.1598 1.7149 1.735 1.4739 0.3717 3.0736 0.4307 8.4801 1.8181 2.5462 1.851 3.3637 2.1254 4.9719 3.1894 2.2137 2.3654 15.6831 0.001
021 Pharmaceuticals and biological products 1.8562 9.2732 2.7781 0.6651 0.7906 1.15 3.2815 0.3302 0.3515 0.2031 0.6575 0.7613 0.4946 0.38 0.1498 0.974 1.2039 1.1306 0.5341 0.5766 1069.8718 0.537 0.4521 0.3349 0.2905 0.1031 0.2324 0.4977 0.5999 0.2617 0.3866 0.4937 0.2311 0.248 0.252 0.1433 0.1618 0.3473 0.2211 0.0641 0.1247 1.0436 0.4454 3.3238 0.2248 0.0836 0.0988 0.1426 0.6804 0.3624 0.3635 0.3229 0.1808 0.4577 0.4973 0.1655 0.2086 0.2517 0.2269 0.2234 0.3978 0.1425 0.3426 0.7107 0.2221 0.2157 0.2372 0.0827 0.2177 0.1422 0.0559 0.0905 0.0681 0.2014 0.0707 0.2943 0.0433 0.1789 0.215 0.1234 0.384 0.257 6.7566 0.2238 0.3119 0.4511 1.2455 0.2638 0.0646 0.1581 0.4652 0.1395 0.2839 1.8721 0.4775 5.8589 0.1566 43.3938 1.6246 2.4655 0.7208 4.0883 0.8546 0.0005
022 Rubber and plastic products 9.2853 12.081 4.1213 2.4879 3.5722 7.6079 2.7073 4.3333 0.722 0.3196 1.1933 12.6971 17.7762 6.2173 0.2243 1.0557 0.9828 3.0014 6.1457 1.4707 1.8417 1055.6645 0.8539 1.0079 1.2216 0.6341 3.058 1.4774 0.7088 1.3792 1.178 1.1297 10.7698 4.5218 1.4434 3.2523 1.1985 5.7241 2.4783 0.6501 3.059 3.3976 0.9222 10.2199 16.8805 0.2101 0.32 1.8828 1.8093 2.7334 2.6883 3.2331 0.8791 1.2695 1.8079 0.2147 0.6624 1.3762 1.7948 0.519 1.1231 2.8427 0.7503 2.8391 2.261 2.1845 1.8849 0.1785 0.6871 0.269 0.1213 0.5858 0.2802 0.4136 0.1368 0.6546 0.2454 0.3285 0.269 0.3123 4.0492 1.4558 0.6158 8.4604 0.723 0.686 1.4053 1.3256 0.4994 0.2643 0.9542 0.2376 0.8748 1.3253 1.8247 2.0603 2.5196 0.6907 0.9557 1.4 1.8383 1.0824 0.8168 0.0011
023 Other non-metallic mineral products 0.6109 0.1525 0.1083 0.2264 1.3033 0.3641 0.3686 0.2189 0.0873 0.0315 0.0777 0.1851 0.1434 0.2066 0.0576 3.0705 0.4077 0.5842 0.1826 0.1878 0.1322 0.2211 1013.3109 0.2445 0.3192 0.1046 0.0742 1.0821 0.1079 1.1636 0.116 0.1263 0.1064 0.6956 0.2523 0.2988 0.335 0.1553 0.2789 0.1032 0.1277 0.4207 0.0994 0.1039 0.1964 0.0764 0.0998 1.0237 0.4328 28.3305 28.5659 23.8668 0.1668 0.5056 0.3191 0.057 0.114 0.4533 0.114 0.385 0.2062 0.0961 0.5787 0.2649 0.1752 0.1524 0.2829 0.0546 0.1172 0.0657 0.044 0.0395 0.0465 0.1156 0.0572 0.8921 1.686 0.1156 0.0946 0.1012 0.1747 1.8253 0.1792 0.197 0.6758 0.1397 0.1379 0.1762 0.0786 0.3585 0.1681 0.1477 0.0618 0.2199 0.2256 0.2593 0.2252 0.2375 0.403 0.67 0.3973 0.2281 0.4183 0.0002
024 Basic metals 0.5574 0.4935 0.292 1.1278 0.4626 2.3968 1.2717 0.7715 0.2606 0.1337 0.8566 3.8963 5.8786 0.6068 0.0637 1.3005 0.3979 1.2103 1.4068 0.7363 0.0681 0.7158 0.9799 1037.333 35.5897 0.3096 0.5186 1.0918 0.4225 1.3334 25.0945 25.7869 6.7775 5.3427 14.145 5.558 3.7595 1.6734 6.0295 0.2764 1.8609 2.7483 41.3984 0.6746 0.8607 0.5081 0.167 0.6848 8.8643 8.0862 8.0706 8.4207 0.2841 0.449 0.4268 0.1361 0.2454 0.6861 0.3252 0.7315 0.3713 0.1789 0.4038 0.4443 0.3518 0.3316 0.4904 0.2103 0.3929 0.1303 0.0689 0.2139 0.1379 0.1795 0.1283 0.7829 0.5655 0.1706 0.2391 0.2949 0.6438 3.3664 0.3188 0.7977 1.3281 0.5664 0.5664 0.9435 0.2298 0.5287 0.4031 0.153 0.2601 0.4229 4.4547 1.3239 0.266 0.2578 0.4503 0.6681 0.4528 0.5485 0.5881 0.0003
025 Fabricated metal products (except machinery and equipment) 3.2218 1.3902 1.6331 2.7179 4.4977 6.9072 3.3778 8.7616 1.6173 0.7889 9.5087 8.0298 11.2259 3.224 0.5101 8.3437 4.3902 5.5124 13.4608 2.8084 0.4065 5.9765 2.5714 23.0932 1070.2309 1.5359 3.629 12.3233 4.3635 3.6755 29.8949 20.7247 17.8676 22.1648 42.0423 36.2254 45.2819 14.434 49.0532 2.2886 5.4786 13.3669 32.2947 5.6268 4.6844 1.0313 0.8933 2.7166 11.4115 48.8989 48.3474 50.9109 1.5117 2.1651 2.5919 0.7683 1.1781 5.3922 1.2164 7.2608 3.2302 1.1049 2.1553 1.8037 1.4614 1.7293 2.7644 0.456 1.2526 0.4841 0.2531 0.5273 0.4379 0.7164 0.3731 5.4884 3.4142 0.7597 1.0901 0.6949 3.2873 27.7272 1.3168 4.8947 14.009 3.8944 2.1015 4.3898 1.4054 5.6328 1.5326 1.5484 1.085 2.4818 27.4822 7.307 1.0974 1.1848 2.5432 3.4364 2.6403 1.7747 4.6848 0.0018

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