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CSV Singapore Department of Statistics

Total Requirement Coefficients (Supply, Use and Input-Output Tables 2017)

Description

Total requirement coefficients (Leontief inverse / output multipliers) from Singapore’s Supply, Use and Input-Output Tables 2017. Each industry column shows total direct and indirect inputs needed per 1,000 units of final output across agriculture, manufacturing, and services. Economists use the CSV for multiplier and supply-chain impact modelling. Adapted from SingStat TableBuilder CT/17281.

Official description

Source: SINGAPORE DEPARTMENT OF STATISTICS Data Last Updated: 25/03/2026 Update Frequency: Annual Survey period: Supply, Use and Input-Output Tables 2017 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/17281

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Rows
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Columns
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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 (Industry) 073 Non-life insurance (Industry) 074 Other auxiliary financial and insurance services (Industry) 075 Fund management (Industry) 076 Real estate (Industry) 077 Ownership of dwellings (Industry) 078 Legal services (Industry) 079 Accounting, auditing and tax consultancy services (Industry) 080 Head offices and business representative offices (Industry) 081 Consultancy services (Industry) 082 Architectural and engineering services (Industry) 083 Research and development (Industry) 084 Advertising and market research (Industry) 085 Specialised design services (Industry) 086 Other professional, scientific and technical services (Industry) 087 Veterinary services (Industry) 088 Rental and leasing of tangible assets (Industry) 089 Rental and leasing of intangible assets (Industry) 090 Employment and labour contracting (Industry) 091 Travel agency, tour operator and reservation services (Industry) 092 Security and investigation services (Industry) 093 Cleaning and landscape maintenance services (Industry) 094 Office administrative and support services (Industry) 095 Exhibitions, conventions and other events (Industry) 096 Public administration and defence (Industry) 097 Education (Industry) 098 Health services (Industry) 099 Social services (Industry) 100 Arts and entertainment (Industry) 101 Recreation and sports (Industry) 102 Member organisations (Industry) 103 Repair of computers, personal and household goods and vehicles (Industry) 104 Other personal services (Industry) 105 Domestic services
001 Agriculture and nursery products 1080.6416 60.3656 2.178 0.8597 0.7526 0.2481 0.3802 0.9764 0.0076 0.0064 2.9661 0.0102 0.0098 0.0099 0.003 0.012 0.0083 0.033 0.0098 0.0059 0.0059 0.0072 0.0067 0.0061 0.0058 0.0039 0.0066 0.0076 0.0059 0.0062 0.0067 0.0084 0.0073 0.0047 0.0042 0.0084 0.0049 0.0065 0.0046 0.002 0.0034 0.0152 0.0084 0.0067 0.0048 0.0095 0.0055 0.0086 0.025 0.0365 0.0372 0.0259 0.0069 0.0121 0.0167 0.0065 0.0176 0.0154 0.0123 0.0098 0.0069 0.0084 0.1297 0.4994 0.0132 0.0243 0.0164 0.0031 0.0069 0.0029 0.0018 0.0078 0.0025 0.0077 0.0053 0.0036 0.0028 0.0033 0.007 0.0043 0.0256 0.0091 0.0097 0.0148 0.0064 0.0088 0.0037 0.0033 0.0153 0.0029 0.0952 0.007 0.0126 0.0118 0.0063 0.0074 0.03 0.026 0.0177 0.0173 0.0358 0.0001
002 Livestock 0.0908 1000.1479 0.1592 12.1311 0.0079 0.0188 0.3883 0.0181 0.0191 0.0107 49.0515 0.0162 0.0081 0.012 0.0011 0.0049 0.0031 0.0276 0.0128 0.005 0.0049 0.0066 0.0064 0.0047 0.0051 0.0049 0.0047 0.0041 0.0038 0.0075 0.0054 0.0052 0.0118 0.0045 0.0034 0.0119 0.0062 0.0287 0.0062 0.0026 0.0065 0.0436 0.0202 0.0085 0.0047 0.0079 0.0077 0.0128 0.0219 0.009 0.0112 0.0079 0.0158 0.0171 0.0187 0.0198 0.0673 0.0252 0.0393 0.0048 0.011 0.0202 0.0516 2.5776 0.0434 0.0967 0.059 0.0073 0.0165 0.0081 0.004 0.0275 0.0062 0.0126 0.0019 0.0063 0.0053 0.0071 0.0146 0.005 0.3456 0.0101 0.024 0.0377 0.0093 0.009 0.0041 0.0082 0.0225 0.0032 0.0058 0.0174 0.0252 0.0185 0.0134 0.01 0.0426 0.0586 0.0805 0.0483 0.1634 -
003 Fishing and aquaculture 0.009 0.1222 1007.9307 0.4311 0.0037 0.0034 0.0128 0.0041 0.0059 0.0035 0.0089 0.0043 0.0064 0.0064 0.0008 0.0047 0.0027 0.0074 0.0018 0.0038 0.0017 0.0038 0.0062 0.0032 0.0037 0.0043 0.0048 0.0029 0.0027 0.0101 0.0032 0.0032 0.0074 0.004 0.0033 0.0179 0.0082 0.0015 0.0062 0.0021 0.0033 0.0053 0.0017 0.0084 0.003 0.006 0.0107 0.0161 0.0334 0.0203 0.029 0.0103 0.0092 0.0102 0.0495 0.0228 0.0296 0.0221 0.0246 0.0118 0.0109 0.0105 0.2659 0.7886 0.0181 0.0391 0.0334 0.005 0.0102 0.0039 0.0025 0.0105 0.0033 0.0088 0.0062 0.0056 0.0041 0.0043 0.0121 0.0046 0.0055 0.0154 0.0747 0.0218 0.0064 0.0289 0.013 0.004 0.0214 0.0031 0.0245 0.0094 0.0127 0.014 0.0075 0.0067 0.0162 0.0448 0.0247 0.0233 0.0221 0.0001
004 Food preparations 6.7616 5.5596 1.8171 1072.6444 0.2534 0.578 4.6558 0.4392 0.079 0.0699 0.3455 0.0964 0.0863 0.1304 0.0179 0.0579 0.0479 0.6253 0.5212 0.0837 0.0351 0.0758 0.0851 0.0504 0.0663 0.0492 0.0478 0.0546 0.052 0.046 0.0578 0.0632 0.1091 0.0494 0.0401 0.0628 0.0818 0.0331 0.0556 0.0263 0.0422 0.1179 0.0512 0.0748 0.0471 0.0655 0.0747 0.1058 0.1784 0.0623 0.069 0.0639 0.135 0.2431 0.1051 0.4931 0.4632 0.2666 0.4727 0.0481 0.1022 0.1696 3.1233 16.1294 0.3266 0.6404 0.3886 0.0674 0.1458 0.0728 0.0382 0.1932 0.0595 0.1537 0.0155 0.0846 0.0603 0.0766 0.1318 0.0585 0.0965 0.1053 0.1884 0.2959 0.1007 0.055 0.0431 0.0679 0.268 0.0338 0.0707 0.1735 0.2003 0.1666 0.1015 0.1097 0.6746 0.5968 0.3528 0.3885 0.833 0.0001
005 Oils and fats 0.1801 0.571 0.4866 0.5917 1158.1326 7.1477 11.2871 0.4587 0.0625 0.0473 0.1089 0.0654 0.4887 0.0902 0.0345 9.1169 0.1274 4.3816 1.5209 1.1332 0.0353 0.0784 0.136 0.1141 0.0746 0.0521 0.0529 0.0467 0.036 0.0669 0.0499 0.0548 0.0849 0.0416 0.0316 0.0884 0.4713 0.0266 0.036 0.0134 0.0231 0.0878 0.0973 0.0898 0.0571 0.028 0.0438 0.0675 0.107 0.0468 0.0478 0.0483 0.0574 0.0707 0.0543 0.058 0.2154 0.1559 0.1349 0.03 0.0618 0.0963 6.5068 4.9528 0.1937 0.2478 0.1538 0.0314 0.065 0.0307 0.015 0.0761 0.0272 0.0776 0.01 0.0275 0.0249 0.0333 0.074 0.0685 0.0627 0.0749 0.1483 0.1612 0.0443 0.0502 0.0253 0.0302 0.2413 0.0173 0.0477 0.0822 0.0983 0.1726 0.0491 0.1219 0.4124 0.3155 0.1591 0.145 1.0181 0.0001
006 Dairy products 0.5363 7.6597 3.1627 7.7151 10.315 1069.31 65.6623 5.7964 0.1921 0.175 0.7904 0.285 0.3694 0.3393 0.0614 0.3032 0.1596 37.1418 4.1123 0.4995 0.2973 0.2547 0.6288 0.1311 0.2287 1.1885 1.5065 0.484 0.3888 3.2231 0.1723 0.1844 0.3773 0.2015 0.133 6.6733 0.2312 0.1394 0.1906 0.0629 0.1257 0.3445 0.5266 3.1365 0.2515 0.1316 0.2353 0.3253 0.3707 0.2075 0.2083 0.2174 0.6011 0.3571 0.2507 0.2829 0.6638 0.613 0.5106 0.2792 0.2267 0.5898 8.3665 18.7023 0.6807 1.2082 0.615 0.1746 0.3844 0.1652 0.0851 0.3268 0.1224 0.3042 0.0495 0.1697 0.157 0.2304 0.5359 0.3478 0.6008 0.7438 0.8749 0.551 0.3731 0.3484 0.3713 0.1157 0.6371 0.1281 0.2154 0.4215 0.6394 0.5464 0.2799 0.35 1.3946 1.1221 0.5653 0.6536 2.7011 0.0004
007 Other food products n.e.c 4.5213 37.2884 12.5886 25.2597 3.3259 27.2312 1102.9817 20.5739 0.3287 0.294 5.0696 0.6842 0.7326 0.6225 0.0819 0.5273 0.2261 42.3663 15.9568 1.4131 0.5043 0.3725 0.8361 0.2171 0.3618 0.5475 0.5181 0.332 0.2565 0.7826 0.2524 0.2678 0.5996 0.2456 0.2074 1.4907 0.3431 0.1458 0.2841 0.0992 0.2129 0.553 0.6918 2.6742 0.2872 0.2985 0.4643 0.6899 0.8126 0.3483 0.3518 0.3439 0.5724 0.6978 0.524 0.8694 1.6474 1.144 1.3089 0.2782 0.4344 2.1721 8.1913 55.31 1.1953 2.3993 1.4747 0.4854 0.7574 0.3854 0.1723 0.7823 0.2688 0.6299 0.0948 0.3691 0.303 0.4749 0.6592 0.4118 1.4155 0.6723 1.2939 1.1588 0.5201 0.3496 0.4621 0.2533 1.0723 0.1962 0.4523 0.907 0.9843 0.888 0.481 0.7159 1.9161 1.948 1.3051 1.6171 6.2044 0.0007
008 Beverages and tobacco products 0.0854 0.2569 0.6851 0.3486 0.4957 0.2855 0.6814 1022.2542 0.0591 0.0527 0.059 0.0631 0.0595 0.0918 0.0141 0.0478 0.076 0.2554 0.0973 0.0558 0.0273 0.0649 0.0629 0.0382 0.0436 0.0358 0.0387 0.0404 0.0385 0.0424 0.0452 0.0479 0.0911 0.0534 0.0357 0.0664 0.0794 0.0284 0.0498 0.0215 0.0385 0.0852 0.0349 0.0533 0.0372 0.0462 0.0525 0.0907 0.1176 0.0702 0.0708 0.0931 0.1171 0.1812 0.0958 0.4222 0.3961 0.21 0.3527 0.0599 0.0916 0.4922 4.4717 10.4733 0.2475 0.463 0.2781 0.1348 0.7456 0.0628 0.0346 0.1456 0.0728 0.1397 0.0217 0.0537 0.0497 0.0648 0.101 0.0481 0.0568 0.0743 0.1335 0.2173 0.0668 0.0495 0.0327 0.053 0.2478 0.0434 0.0461 0.1166 0.1349 0.3398 0.0735 0.1241 0.3004 0.4711 0.5724 0.2488 1.9131 0.0001
009 Textiles 0.0255 0.0328 0.178 0.0449 0.0713 0.0656 0.0691 0.5857 1050.3573 7.9538 0.362 0.7572 2.7898 0.1603 0.0065 0.0264 0.0536 0.0723 0.0479 0.1224 0.0227 0.4674 0.0344 1.0582 0.0555 0.0334 0.021 0.0201 0.0153 0.0622 0.2856 0.0554 0.0337 0.4809 0.0986 0.0747 0.0507 0.1956 0.0931 0.032 0.0215 4.3223 0.0433 0.1209 1.741 0.0277 0.0329 0.0741 0.0744 0.3001 0.2933 0.3356 0.0821 0.0785 0.0601 0.0204 0.0441 0.0957 0.0682 0.0205 0.18 0.0381 1.2886 0.0379 0.0331 0.3514 0.1323 0.0126 0.0291 0.0116 0.0067 0.0125 0.0083 0.0443 0.0336 0.0163 0.0173 0.0132 0.067 0.0358 0.0255 0.1105 0.6435 0.0459 0.079 0.0766 0.0112 0.0092 0.159 0.0075 0.0362 0.0437 0.3808 0.0665 0.0903 0.1183 0.4541 0.2587 0.0934 1.0441 2.5251 0.0001
010 Wearing apparel and fur products 0.0436 0.0414 0.035 0.0873 0.0394 0.1674 0.074 0.0308 0.1891 1012.925 0.1033 0.2548 0.1119 0.053 0.0122 0.0451 0.0347 0.1277 0.0311 0.0553 0.0534 0.0609 0.0342 0.0465 0.0357 0.034 0.0313 0.0379 0.0256 0.0265 0.3984 0.1846 0.0299 0.0346 0.0519 0.0325 0.1777 0.0264 0.281 0.007 0.0265 0.0757 0.0472 0.025 0.0627 0.0234 0.0641 0.1471 0.0669 0.0692 0.0608 0.0549 0.0592 0.2766 0.2511 0.0213 0.0311 0.3135 0.0506 0.0213 0.237 0.177 0.0632 0.1894 0.024 0.054 0.0344 0.0112 0.0352 0.0173 0.0076 0.0215 0.011 0.0267 0.0076 0.0268 0.0237 0.0432 0.0418 0.0269 0.0216 0.0648 0.0332 0.0408 0.0243 0.0294 0.0331 0.0219 0.0496 0.0294 0.0329 0.0512 0.1004 0.0769 0.1058 0.0636 0.3054 0.2059 0.0798 0.0863 0.3637 0.0003
011 Footwear and leather products 0.0279 0.0053 0.0112 0.0044 0.0043 0.0027 0.0034 0.0022 0.2166 0.075 1000.2449 0.1901 0.0416 0.0118 0.0005 0.0029 0.0018 0.0021 0.0013 0.0012 0.0007 0.007 0.0031 0.0064 0.0019 0.002 0.0014 0.0024 0.0015 0.005 0.0019 0.0017 0.0016 0.0021 0.0036 0.0037 0.0022 0.5402 0.0018 0.0014 0.0466 0.6702 0.3431 0.0169 0.003 0.0038 0.0104 0.0344 0.0188 0.0203 0.0183 0.0151 0.0082 0.0079 0.003 0.0016 0.0031 0.0074 0.0061 0.0014 0.0015 0.0019 0.0032 0.0032 0.0015 0.0428 0.0157 0.0012 0.0022 0.0009 0.0006 0.0017 0.0007 0.0045 0.0017 0.0015 0.0017 0.0074 0.0054 0.002 0.0058 0.0092 0.0042 0.0032 0.011 0.0094 0.0013 0.0007 0.0047 0.0007 0.0014 0.0019 0.0456 0.0132 0.0178 0.0153 0.0467 0.0215 0.0069 0.0048 0.052 -
012 Wood and wooden products (except furniture) 1.2339 0.2472 0.2639 1.0289 2.7284 1.9976 1.4075 3.5807 0.549 0.3587 1.0942 1086.5825 1.1621 0.5089 0.0894 0.4241 0.4291 1.2589 1.4975 0.517 0.0695 0.7624 1.0885 0.2 2.1701 0.1266 0.1236 0.1307 0.0767 0.3948 2.4403 0.3763 0.2757 0.722 0.5447 0.3039 0.4126 0.8501 0.4031 0.13 0.2431 109.2877 0.1125 0.4141 1.3292 0.0697 0.1855 0.4599 0.2007 2.8358 2.424 2.9975 0.12 0.2724 0.1858 0.0581 0.0609 0.8215 0.1126 0.0799 1.0815 0.1484 0.2068 0.2927 0.3785 0.1888 0.2259 0.0607 0.1451 0.0389 0.0297 0.0374 0.0359 0.4125 0.2783 0.0771 0.1719 0.0574 0.4624 0.7595 0.1077 0.4458 1.1844 0.1762 1.4494 0.3499 0.0359 0.041 0.1419 0.0282 0.0708 0.1172 7.5001 0.186 0.6024 0.2883 0.1538 0.3391 0.214 0.2237 0.2352 0.0003
013 Paper and paper products 0.812 0.1947 0.1247 2.0396 1.3071 1.7237 1.1231 2.6285 0.1237 0.1714 0.2727 0.7451 1057.8641 11.6786 0.0355 0.1792 0.2475 0.7452 0.5911 0.4369 0.0721 1.0971 0.6349 0.5785 0.6059 0.2934 0.2088 0.1358 0.1076 0.158 0.4076 1.0174 1.1706 0.184 0.1466 0.1607 0.1257 0.1691 0.1522 0.0406 0.1596 0.3319 5.723 0.7385 0.9153 0.0598 0.0902 0.1839 0.7545 0.1537 0.159 0.1687 0.1443 0.2457 0.1283 0.0399 0.0611 1.2782 0.1248 0.0734 0.3282 0.4212 0.2509 0.2304 0.2079 0.0939 0.0999 0.1072 0.2643 0.0656 0.1171 0.2136 0.1159 0.0897 0.0309 0.0888 0.1076 0.1432 0.2384 0.2239 0.1247 0.3588 0.5687 0.2959 0.2462 0.0745 0.0333 0.2004 0.1703 0.055 0.1016 0.7294 0.2518 0.177 0.3295 0.1048 0.2406 0.2893 0.1559 0.3285 0.2305 0.0002
014 Printing and reproduction of recorded media 1.9143 0.8895 1.9016 1.5576 1.4538 1.0654 1.4257 3.2313 0.5548 0.7037 0.5735 0.929 4.9824 1047.6714 0.1806 0.3875 0.3853 0.8701 0.3554 0.3319 0.4183 1.2628 0.7656 0.5835 0.9541 0.3572 0.5504 0.52 0.7177 0.5228 0.7352 0.7242 1.0008 0.8837 0.4574 0.742 0.72 1.9305 0.6986 0.3331 1.1588 1.161 1.4237 1.4831 1.0796 0.3558 1.2458 1.129 1.7732 0.8838 0.9427 1.0646 3.2861 3.4497 3.0437 0.3891 0.7384 83.1271 1.068 0.8487 1.7281 6.2872 3.4366 2.1686 1.4048 1.573 1.5813 0.8257 2.1887 0.8014 0.7848 2.2129 0.7324 1.2707 0.2136 1.2248 1.0754 1.3208 6.9909 1.2994 1.6844 17.9129 2.0734 2.2769 0.9988 1.1452 0.6874 1.2393 2.4276 0.411 0.798 21.5606 1.7911 2.4586 5.2052 1.0056 2.3258 7.2127 3.1577 3.0079 4.102 0.0037
015 Petroleum products 4.2186 2.9991 5.6701 5.3353 15.9095 6.3278 8.6191 2.5993 2.6313 1.7818 1.7575 4.1313 11.6649 7.0888 1006.5118 48.0572 140.9944 17.3683 8.0332 22.4264 1.7454 34.8003 20.0241 20.8765 3.6824 7.604 2.5989 4.4024 3.8685 2.757 10.6222 9.2318 14.4542 4.5265 4.5134 4.5759 10.6233 4.0835 6.7444 3.7449 3.9295 3.1882 6.6386 4.7496 7.8577 7.5733 1.9962 4.2177 19.2844 10.5722 13.3164 12.1401 7.9756 4.9844 50.3971 58.2787 44.9973 6.9625 23.8634 4.492 7.9592 6.4224 4.7368 11.5006 4.1455 6.0477 5.8423 1.2247 3.0271 1.0271 0.6834 1.9119 0.8703 4.9562 1.3097 3.266 2.8492 2.2797 3.3932 11.4016 2.3668 3.217 4.6512 6.4035 3.3017 13.8993 1.7303 1.1803 13.657 3.0335 5.7126 6.3424 5.5818 6.6787 2.4797 3.6597 4.2601 4.8066 2.4608 4.7776 4.6299 0.0546
016 Basic chemicals and chemical products 8.8447 0.8936 1.4049 0.5954 8.1942 0.7083 1.2078 0.3191 0.2668 0.1546 0.2352 0.4166 0.9149 0.6774 2.0806 1078.9555 10.1706 11.7803 11.8677 12.9072 1.1831 2.9211 5.0774 9.2064 3.5394 1.2731 0.4567 0.5093 0.2984 1.4407 1.1642 0.9661 0.4337 1.3718 0.9167 0.6399 51.3622 0.2386 0.7689 0.1417 0.214 0.4615 0.9841 1.2589 1.2772 0.2904 0.6848 2.1287 1.5559 0.8762 0.8878 0.885 0.4357 0.6301 0.7719 0.2467 0.3057 1.1133 0.3816 0.2358 1.3002 0.8674 0.8338 0.6608 0.8275 0.6739 0.949 0.1943 0.5898 0.2089 0.1126 0.2087 0.1456 1.4425 0.1912 0.3196 0.2614 0.3839 0.8886 3.707 1.8938 1.4058 1.4538 0.7503 0.3466 1.8695 0.4107 0.1075 0.6413 0.1625 0.369 0.6366 0.783 0.9425 0.4249 2.3376 0.9748 1.2002 0.4716 0.7211 4.7283 0.001
017 Petrochemicals and petrochemical products 13.5238 4.69 4.3806 11.988 5.2623 8.1051 8.4497 4.3331 2.7007 1.4657 2.4578 16.786 32.1837 25.8821 4.1469 64.6532 1486.0308 73.9651 33.6425 97.9211 5.8902 319.3907 25.9701 3.8486 4.0201 13.2438 7.1409 4.284 2.7659 7.2404 94.0449 79.401 6.284 9.5009 3.4205 8.3613 9.8958 5.6009 4.092 0.7428 2.8744 9.1024 57.0196 19.8315 69.7171 0.9809 1.8837 5.6703 11.1894 5.466 8.0172 5.3111 3.6155 3.882 2.3301 0.6622 0.8067 6.2784 1.0657 0.6769 2.2306 2.4053 2.0805 2.928 2.3232 2.2461 3.101 0.783 2.7136 0.6482 0.3574 0.7679 0.4492 2.5436 0.9113 0.972 0.9323 0.8746 4.069 20.5388 6.1267 7.1769 8.7823 15.0053 2.321 1.856 0.6271 0.355 1.8325 0.6415 2.2014 3.0787 14.5746 2.6867 2.4594 1.8498 7.1909 6.2793 2.1837 2.7924 7.7754 0.003
018 Paints and related products 0.2187 0.2997 0.1349 0.1553 0.1296 0.1338 0.1534 0.1268 0.9049 0.9631 3.653 0.185 2.7425 1.3647 0.0697 0.2116 0.226 1026.3514 0.1431 1.2267 0.044 1.212 13.4026 0.2145 2.2343 0.2399 0.8867 0.2204 0.1818 0.4908 0.3503 0.1433 3.1675 0.5759 0.2762 0.3269 0.6743 0.1344 0.7558 0.1033 0.1843 1.8769 10.0222 0.2021 1.8611 0.1682 0.4789 1.0352 1.0385 1.5666 1.2929 2.1825 0.13 0.2484 0.5716 0.0779 0.0841 1.6306 0.1106 0.11 1.2001 0.2305 0.2111 0.1544 0.5855 0.3383 0.7613 0.0778 0.2043 0.0715 0.047 0.1185 0.0478 0.3388 0.2969 0.1171 0.0741 0.0938 0.8269 2.8179 0.1694 1.5384 13.9216 0.3439 0.1343 0.2431 0.0539 0.045 0.2243 0.05 0.125 0.2112 0.4373 0.4003 0.797 0.1586 2.9238 1.7911 0.2469 0.2668 7.3815 0.0007
019 Detergents, perfumes, cleaning and toilet preparations 1.2162 0.3588 0.3789 0.9327 0.94 0.8302 0.7447 1.1252 0.2693 0.3517 0.3584 0.7344 21.0932 5.0122 0.3438 3.3979 0.8677 2.127 1011.8581 6.2216 0.2413 0.8869 1.0635 0.8195 0.6641 1.0503 0.7734 0.4657 0.3311 1.1003 0.3219 0.4824 2.1255 0.424 0.333 1.7955 0.4652 0.2649 0.2787 0.0694 0.2099 0.4821 6.6347 1.2352 0.9144 0.1754 0.4612 0.9777 2.0064 0.4507 0.3866 0.3705 0.4045 0.3983 0.3465 0.0964 0.1942 1.4684 0.2594 0.5057 0.4286 0.9134 1.0771 0.8862 0.6325 0.4867 0.4685 0.1403 0.3524 0.1569 0.1139 0.3552 0.1326 0.3395 0.1832 0.1755 0.2894 0.2415 0.7277 0.3672 1.1106 1.2087 0.7245 1.1575 0.3643 0.7336 0.2349 0.2143 1.6666 0.1994 9.7759 1.2065 0.6574 0.7386 0.88 2.3267 1.1803 1.1517 0.3249 1.4988 5.8931 0.0005
020 Other chemical products 9.3441 1.2272 2.5363 1.2368 0.9851 0.9718 1.3248 0.8461 10.4016 2.2709 1.6046 4.8778 6.1301 8.6357 4.0579 14.3499 4.2972 17.8213 5.2693 1079.4025 0.6594 6.0927 4.0496 3.323 2.6363 9.1375 4.8468 2.6485 1.7773 4.4359 2.3039 2.2308 1.0454 2.1324 1.7957 2.7713 11.5082 1.1876 1.0069 0.217 0.5563 2.5516 3.3049 5.7631 10.6942 0.3336 0.8707 2.3839 2.6078 1.1146 1.0775 1.1241 0.5611 0.6232 0.7915 0.367 0.4014 1.7242 0.3825 0.2673 1.3882 1.2835 0.9372 0.7175 0.9982 0.928 1.0257 0.2348 0.6471 0.1977 0.1065 0.2765 0.1408 0.6129 0.1994 0.3779 0.2869 0.305 1.3687 1.2325 2.4676 2.5514 5.505 14.5401 0.7368 0.9172 0.2723 0.1084 0.7362 0.3098 1.4447 0.8373 1.3317 0.8528 0.9809 1.0027 1.6153 1.5292 0.6996 1.4338 5.8424 0.001
021 Pharmaceuticals and biological products 1.0934 3.2078 1.6672 5.3859 5.9878 3.1408 3.598 0.4612 0.3252 0.3161 0.4076 0.5694 0.5397 0.5874 0.1891 0.8805 1.2184 1.1277 0.6405 0.7129 1027.2648 0.5784 0.3574 0.369 0.3502 0.4042 0.4698 0.532 0.3687 0.4149 0.4426 0.557 0.3687 0.2787 0.2668 0.5586 0.265 0.3001 0.2425 0.0845 0.2032 0.7509 0.4808 3.3712 0.2936 0.1757 0.4461 0.4647 0.3995 0.2679 0.2609 0.2672 0.2926 0.3871 0.2277 0.1153 0.2554 0.6076 0.3395 0.2289 0.4025 0.1944 0.6866 0.8501 0.2954 0.5135 0.2985 0.1176 0.4239 0.2426 0.0922 0.1946 0.1278 0.287 0.045 0.2627 0.22 0.3511 0.406 0.2791 5.6565 0.6331 0.3496 0.499 0.7821 0.2872 0.398 0.0785 0.4974 0.1829 0.3643 0.5673 0.7327 5.6676 0.2482 37.2253 1.2254 0.8238 0.4849 5.2565 0.589 0.0008
022 Rubber and plastic products 6.4592 4.5678 2.1898 14.8202 5.0909 9.6517 4.2723 3.8687 1.7812 0.5141 0.7565 8.1105 14.4233 4.0978 0.2011 0.8817 1.7395 2.7389 2.1968 1.4793 1 1046.3143 0.752 0.8881 1.1614 1.0783 2.8582 0.6192 0.5666 1.0665 1.0982 1.5186 5.9407 6.0769 1.5045 3.406 2.2455 4.7508 2.2755 0.3863 2.314 2.7038 0.6758 9.2006 21.922 0.2064 0.3341 1.449 2.0116 1.8841 2.5571 2.2849 0.5367 0.9157 0.9932 0.1555 0.2218 1.9489 0.4844 0.2041 0.8713 1.1686 0.6837 1.9748 1.5385 1.1345 1.0276 0.2763 1.0754 0.2096 0.1137 0.3235 0.1468 0.4121 0.2618 0.2792 0.2169 0.224 1.8373 0.7989 0.547 3.3419 0.7675 0.5282 1.1004 0.5974 0.1219 0.1218 0.5806 0.1514 0.5251 1.0703 1.295 0.6641 1.4912 0.4053 0.5244 1.0206 0.9835 0.8645 0.6004 0.0012
023 Other non-metallic mineral products 0.5225 0.1678 0.1349 0.2105 0.1708 0.1934 0.3001 0.8357 0.0783 0.096 0.0835 0.1809 0.2052 0.2602 0.0783 2.296 0.374 0.525 0.4047 0.4644 0.2169 0.2549 1060.1049 0.3236 0.5459 0.8557 0.2481 0.3429 0.2208 3.2018 0.1443 0.1102 0.1341 0.5615 0.2822 0.6786 0.7262 1.7943 0.441 0.2135 0.9357 1.1705 0.4903 0.4761 0.271 0.1324 0.205 1.5947 0.8298 33.3635 27.2888 31.9213 0.2022 0.5032 0.3165 0.0608 0.0842 0.9518 0.1265 0.2593 0.1863 0.1539 0.5135 0.3019 0.0883 0.255 0.4645 0.0831 0.1837 0.064 0.0617 0.0572 0.0765 1.0143 2.628 0.1499 0.0916 0.1225 0.2422 2.108 0.2201 0.3186 1.8105 0.176 0.186 0.2008 0.0738 0.1926 0.1793 0.0671 0.0773 0.1881 0.2647 0.3721 0.2642 0.2771 0.5544 1.3643 0.2911 0.2921 0.472 0.0004
024 Basic metals 0.2582 0.1703 0.1831 0.4535 0.6605 0.5633 0.5137 0.6475 0.11 0.103 0.4633 2.2515 4.3543 0.3061 0.0558 0.2737 0.3181 0.5911 0.4526 0.517 0.0385 0.4939 0.9749 1013.7581 13.3026 0.2725 0.373 0.4357 0.3219 0.7864 13.5513 20.0585 2.3709 2.4722 4.2155 2.3248 2.1577 1.1307 2.9001 0.1741 0.8802 1.2032 10.4722 0.5006 0.5327 0.3468 0.1725 0.3999 7.2561 3.2913 3.2149 3.7492 0.1903 0.2635 0.2053 0.0878 0.0843 0.4728 0.1262 0.1484 0.2826 0.1404 0.1919 0.2218 0.1604 0.1885 0.3334 0.2219 0.2927 0.0874 0.0779 0.1625 0.0992 0.3399 0.3307 0.136 0.2338 0.2979 0.4139 1.2187 0.1834 0.3941 0.9129 0.2899 0.1462 0.2539 0.0648 0.0703 0.5518 0.0567 0.0958 0.2495 2.9579 0.8599 0.1715 0.1946 0.2856 0.5279 0.2173 0.3833 0.3485 0.0003
025 Fabricated metal products (except machinery and equipment) 2.1082 1.4159 1.5343 8.1347 12.6647 10.7633 9.3815 12.6114 1.2007 1.081 7.7651 7.3141 12.1881 3.2034 0.6527 3.3035 5.7649 7.1682 7.1305 3.9992 0.3583 7.5174 3.1012 13.4218 1058.76 2.568 9.058 11.3494 7.7139 5.1577 35.4043 21.2285 8.3793 22.8105 42.4048 28.2995 47.7147 18.1171 28.3468 2.3269 5.8998 12.963 18.2031 7.6143 6.4771 1.0823 1.298 2.8017 10.9026 41.499 41.7374 47.3412 1.3887 1.9318 2.0559 0.7193 0.6345 4.7483 0.9414 1.8853 4.0647 1.3453 1.7842 2.1409 0.6614 2.021 2.8265 0.537 1.5458 0.3664 0.2734 0.3995 0.3517 3.5951 4.0161 0.8283 1.031 0.6215 2.6777 16.8458 1.033 4.1744 16.9913 2.7581 1.4931 2.7239 0.4827 0.7386 1.2845 0.9525 0.6518 1.7522 32.4989 5.0941 1.084 0.9216 1.982 4.0153 1.6027 1.5707 3.734 0.0029

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 Text No
(Industry) 073 Non-life insurance Text No
(Industry) 074 Other auxiliary financial and insurance services Text No
(Industry) 075 Fund management Text No
(Industry) 076 Real estate Text No
(Industry) 077 Ownership of dwellings Text No
(Industry) 078 Legal services Text No
(Industry) 079 Accounting, auditing and tax consultancy services Text No
(Industry) 080 Head offices and business representative offices Text No
(Industry) 081 Consultancy services Text No
(Industry) 082 Architectural and engineering services Text No
(Industry) 083 Research and development Text No
(Industry) 084 Advertising and market research Text No
(Industry) 085 Specialised design services Text No
(Industry) 086 Other professional, scientific and technical services Text No
(Industry) 087 Veterinary services Text No
(Industry) 088 Rental and leasing of tangible assets Text No
(Industry) 089 Rental and leasing of intangible assets Text No
(Industry) 090 Employment and labour contracting Text No
(Industry) 091 Travel agency, tour operator and reservation services Text No
(Industry) 092 Security and investigation services Text No
(Industry) 093 Cleaning and landscape maintenance services Text No
(Industry) 094 Office administrative and support services Text No
(Industry) 095 Exhibitions, conventions and other events Text No
(Industry) 096 Public administration and defence Text No
(Industry) 097 Education Text No
(Industry) 098 Health services Text No
(Industry) 099 Social services Text No
(Industry) 100 Arts and entertainment Text No
(Industry) 101 Recreation and sports Text No
(Industry) 102 Member organisations Text No
(Industry) 103 Repair of computers, personal and household goods and vehicles Text No
(Industry) 104 Other personal services Text No
(Industry) 105 Domestic services Text No