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CSV Singapore Department of Statistics

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

Description

Direct requirement coefficients from Singapore’s Supply, Use and Input-Output Tables 2021, published by the Singapore Department of Statistics. Each industry column shows inputs needed per 1,000 units of output, spanning domestic industry inputs, imports, taxes less subsidies on products, and value-added income components. Economists use the CSV for production-structure modelling and inter-industry dependency analysis. Adapted from SingStat TableBuilder CT/17933.

Official description

Source: SINGAPORE DEPARTMENT OF STATISTICS Data Last Updated: 25/03/2026 Update Frequency: Annual Survey period: Supply, Use and Input-Output Tables 2021 Footnotes: This table shows Table 5 (Industry By Industry Input-Output Table) in coefficient form. Each column shows the input requirements for every 1,000 units of an industry’s output produced, broken down into direct inputs from industries, imports of goods and services, taxes less subsidies on products and income components of value added. Adapted from: https://tablebuilder.singstat.gov.sg/table/CT/17933

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Rows
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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 185.7976 12.6877 13.1551 1.7332 6.902 0.1104 5.142 0.6017 0.0264 0.0168 0.0198 0.06 0.0347 0.0217 0.0125 0.0222 0.0259 0.0237 0.0098 0.0119 0.0636 0.0165 0.0316 0.0238 0.0208 0.0071 0.0156 0.0352 0.0502 0.0123 0.0219 0.0309 0.0144 0.014 0.0124 0.0084 0.005 0.0266 0.0105 0.0039 0.0089 0.0841 0.0313 0.0109 0.0124 2.049 0.005 0.0046 0.0114 0.0871 0.115 0.0672 0.006 0.0203 0.0178 0.004 0.0057 0.0065 0.0039 0.0095 0.0028 0.0065 1.674 2.6351 0.0096 0.0031 0.0061 0.0003 0.0027 0.0003 0.0003 0.0173 0.0007 0.0018 0.0004 0.0032 0.0014 0.0016 0.001 0.0008 0.0057 0.0075 0.0026 0.0086 0.0085 0.0065 0.0074 0.01 0.0023 0.0022 0.0123 0.0018 1.1032 0.0071 0.0187 0.0227 0.0095 0.0095 0.1309 0.0612 0.0442 0.0054 0.2527 0.0001
002 Livestock 0.0002 0.0003 0.0001 20.9872 0.066 0.0001 0.7476 0.0001 0.0001 - 44.0621 0.0002 0.0001 0.0001 - 0.0004 0.0001 0.0001 0.0002 0.0001 0.0035 0.0001 0.0002 0.0001 0.0001 0.0001 - 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0002 0.0003 0.0001 0.0002 0.0001 0.0001 0.0001 - 0.0002 0.0001 0.0004 - - 0.0001 - 0.0004 0.0004 0.0007 0.0003 0.0006 0.0001 0.0046 0.0009 - - 0.0002 - 0.0001 0.0001 0.0001 1.877 0.0009 0.0002 0.0008 0.0001 0.0001 - - 0.0001 - 0.0001 - - - 0.0001 0.0001 - 0.0001 0.0001 0.036 0.0001 0.0002 0.0001 0.0001 0.0027 0.0006 - 0.0003 - 0.0001 0.0001 0.0002 0.0235 0.0001 0.0001 0.0134 0.007 0.0489 0.0001 0.1942 -
003 Fishing and aquaculture 0.0007 0.0446 21.0456 2.9522 0.0002 0.0002 0.0906 0.0002 0.0003 0.0001 0.0002 0.0004 0.0003 0.0006 - 0.0026 0.0003 0.0007 0.0013 0.0003 0.0007 0.0006 0.0007 0.0002 0.0006 0.0009 0.0001 0.0001 0.0001 0.0007 0.0002 0.0008 0.0003 0.0014 0.0017 0.0005 0.0016 0.0002 0.0006 0.0004 0.0001 0.0003 0.0001 0.0023 0.0001 0.0006 0.0038 0.004 0.0121 0.0028 0.0053 0.0018 0.0042 0.0023 0.0314 0.0184 0.0027 0.0016 0.0089 0.0128 0.0012 0.0013 0.5111 1.6641 0.0062 0.002 0.0064 0.0007 0.0041 0.0002 0.0004 0.0017 0.0007 0.0012 0.0004 0.0033 0.0028 0.0018 0.0022 0.0009 0.0038 0.001 0.0029 0.0021 0.0323 0.0065 0.0031 0.0161 0.0035 0.0005 0.0117 0.0009 0.0198 0.0027 0.007 0.0098 0.0022 0.0026 0.0118 0.0542 0.0154 0.0069 0.026 -
004 Food preparations 0.0237 0.0546 0.0268 86.0995 0.2707 0.3675 3.5388 0.0663 0.0217 0.0134 0.0152 0.0535 0.0237 0.0303 0.0074 0.0281 0.015 0.0371 0.5321 0.0179 0.0139 0.0118 0.0345 0.0167 0.0294 0.0074 0.0089 0.0252 0.0292 0.0101 0.017 0.0304 0.0138 0.0123 0.0183 0.0146 0.0091 0.0198 0.0143 0.0049 0.0085 0.0498 0.0191 0.0106 0.0072 0.0128 0.0191 0.0116 0.1674 0.0083 0.0129 0.014 0.0119 0.0519 0.0134 0.1943 0.0225 0.0118 0.2385 0.0245 0.0065 0.007 5.1063 20.8868 0.0215 0.0094 0.0134 0.0099 0.0288 0.022 0.0054 0.016 0.011 0.0229 0.0095 0.135 - 0.0242 0.0181 0.0477 0.025 0.016 0.0188 0.018 0.0314 0.0299 0.0341 0.0256 0.0468 0.0064 0.027 0.0124 0.0122 0.0405 0.0289 0.0874 0.0172 0.0442 0.7659 0.3801 0.057 0.0488 0.9801 -
005 Oils and fats 0.0199 0.1131 0.0461 0.2568 128.7448 1.6885 1.5016 0.1193 0.0159 0.0102 0.012 0.037 0.0942 0.0131 0.0076 2.1896 0.0157 0.9871 0.3663 0.1864 0.0115 0.0099 0.0201 0.0146 0.0126 0.0042 0.0094 0.0213 0.0304 0.0074 0.0132 0.0186 0.0087 0.0083 0.0073 0.0051 0.0029 0.0161 0.0063 0.0023 0.0054 0.0509 0.0191 0.0089 0.0075 0.0015 0.001 0.0019 0.0156 0.0062 0.0076 0.0087 0.0027 0.0048 0.0043 0.0033 0.0029 0.0016 0.003 0.0012 0.0007 0.0063 1.4931 0.7008 0.0053 0.0017 0.003 0.0001 0.0012 0.0002 0.0001 0.0009 0.0003 0.0009 0.0002 0.0225 - 0.0004 0.0002 0.0005 0.0029 0.0044 0.0007 0.0051 0.0043 0.0029 0.0038 0.0032 0.001 0.0007 0.0011 0.0007 0.0037 0.0034 0.0091 0.1399 0.0019 0.0197 0.0913 0.0457 0.0103 0.0012 0.2629 -
006 Dairy products 0.0268 1.5279 0.5058 2.1027 8.6671 73.3362 21.1204 2.18 0.0213 0.0166 0.0167 0.0587 0.0283 0.0369 0.009 0.0368 0.0188 24.0563 1.1229 0.0564 0.0319 0.0218 0.0271 0.0171 0.0236 0.0241 0.0125 0.0331 0.0372 0.0219 0.022 0.0478 0.0186 0.0161 0.0312 0.0246 0.0177 0.0234 0.0215 0.0099 0.0122 0.0608 0.0233 0.0945 0.0087 0.0064 0.0317 0.0108 0.0132 0.0112 0.0205 0.0181 0.0297 0.0429 0.0105 0.0182 0.0286 0.0084 0.0396 0.0358 0.0078 0.0881 6.2661 7.4668 0.1217 0.014 0.0141 0.0115 0.0523 0.0331 0.0055 0.0324 0.015 0.0357 0.0098 0.1057 0.0001 0.021 0.0184 0.0779 0.035 0.0237 0.3007 0.0208 0.0518 0.0368 0.0309 0.0337 0.1268 0.0049 0.0435 0.0181 0.0151 0.054 0.035 0.1893 0.0266 0.0631 0.5736 0.2831 0.07 0.0556 0.9442 -
007 Other food products n.e.c 0.1861 62.8221 20.4092 16.1324 28.099 51.1339 97.2831 24.6562 0.1413 0.0868 0.1246 0.7202 0.1916 0.1664 0.0633 0.9743 0.15 57.299 22.1031 1.0674 0.5781 0.2537 0.1652 0.1304 0.1564 0.3516 0.1026 0.1951 0.2348 0.2618 0.1167 0.3287 0.1017 0.1261 0.2098 0.1269 0.1507 0.1696 0.103 0.1343 0.0623 0.3807 0.1484 2.775 0.0568 0.0229 0.0697 0.084 0.1045 0.0769 0.167 0.0925 0.4728 0.2836 0.1048 0.3068 0.0827 0.0386 0.2949 0.2103 0.4834 3.4312 10.4555 67.074 2.1329 0.1013 0.0873 0.0344 0.3463 0.0719 0.0181 0.3137 0.0349 0.1652 0.0375 0.5971 0.0003 0.0665 0.0694 0.2124 0.2186 0.1598 0.2756 0.1163 0.2468 0.1465 0.1015 0.2213 1.2909 0.0389 0.5672 0.0447 0.1337 0.1534 0.1978 1.5982 0.1901 0.2059 1.5624 0.8792 0.7075 0.1466 7.7789 -
008 Beverages and tobacco products 0.018 0.2601 0.0895 0.2278 0.1751 0.3561 0.5079 22.9379 0.0147 0.0089 0.0107 0.0301 0.021 0.0162 0.006 0.0172 0.0449 0.2195 0.0885 0.0119 0.0104 0.0086 0.0184 0.0111 0.0127 0.0039 0.0093 0.016 0.0214 0.0077 0.011 0.0168 0.0102 0.0244 0.0102 0.011 0.0109 0.0152 0.0109 0.0033 0.0053 0.0377 0.0138 0.0154 0.0056 0.0036 0.004 0.0058 0.0349 0.0068 0.0119 0.0269 0.1289 1.8587 0.0349 0.1102 0.6923 0.0044 0.0902 0.2064 0.3752 0.2615 3.0522 3.3738 0.0077 0.0195 0.0088 0.0041 0.057 0.0077 0.0022 0.0073 0.0049 0.0046 0.0065 0.0769 0.0062 0.0064 0.007 0.0107 0.0084 0.0083 0.0318 0.0067 0.0128 0.0088 0.0115 0.0198 0.0132 0.0053 0.0077 0.0047 0.0065 0.0103 0.012 0.2658 0.0045 0.0299 0.0784 0.1387 0.1833 0.0105 0.8085 -
009 Textiles 0.0001 0.0013 0.0543 0.0057 0.0117 0.0102 0.0061 0.0694 7.504 1.1154 0.085 0.1833 0.5246 0.0261 0.0002 0.0032 0.0049 0.0105 0.0163 0.0204 0.0061 0.0863 0.0061 0.2458 0.0079 0.0035 0.0001 0.1292 - 0.0109 0.0575 0.0002 0.0073 0.027 0.0167 0.0108 0.0016 0.0386 0.0233 0.0059 0.0015 1.0249 0.0007 0.0197 0.2811 0.004 0.003 0.0039 0.0123 0.0386 0.0519 0.0629 0.0173 0.031 0.0128 0.0028 0.0087 0.0002 0.027 0.01 0.0359 0.0002 0.3145 0.0003 0.0052 0.1399 0.0338 0.0001 0.0004 0.0003 - 0.0003 0.0001 0.0003 0.0001 0.0066 - 0.0002 0.0001 0.0008 0.0126 0.003 0.0102 0.0301 0.1339 0.0007 0.0002 0.0314 0.0093 - 0.1119 0.0002 0.0001 0.0005 0.0002 0.0155 0.0243 0.0279 0.133 0.0589 0.0198 0.1592 0.7957 -
010 Wearing apparel and fur products 0.0141 0.0018 0.0012 0.0499 0.001 0.021 0.0346 0.0035 1.1951 58.8145 0.1632 1.1649 0.2969 0.065 0.0005 0.0722 0.0045 0.0325 0.0048 0.0049 0.0325 0.0538 0.0067 0.0508 0.0051 0.0009 0.0006 0.0019 0.0019 0.0101 0.0009 0.0012 0.0006 0.0247 0.0273 0.0008 0.2064 0.0098 0.017 0.0602 0.0198 0.0133 0.0087 0.0078 0.0033 0.0159 0.0376 0.2091 0.0416 0.1134 0.1555 0.0094 0.143 2.7859 0.6848 0.0078 0.035 0.4288 0.0858 0.0205 0.3908 0.5392 0.0804 0.3771 0.013 0.0354 0.0085 0.0001 0.0003 0.0001 0.0001 0.0004 0.0001 0.1541 0.0001 0.0052 - 0.0154 0.01 0.0261 0.041 0.0038 0.048 0.0823 0.0041 0.0014 0.0005 0.0096 0.0182 0.0631 0.023 0.0254 0.0809 0.0337 0.0008 0.0469 0.218 0.0916 0.7769 0.4258 0.1498 0.1011 0.9339 -
011 Footwear and leather products 0.0709 0.0059 0.0193 0.0039 0.0038 0.0017 0.0021 0.0003 0.6349 0.1393 0.4479 0.2242 0.0354 0.0139 0.0002 0.0028 0.0003 0.0003 0.0006 0.0002 0.0002 0.0058 0.001 0.0035 0.0003 0.0009 0.0002 0.0005 0.0007 0.0051 0.0003 0.0004 0.0002 0.0007 0.0033 0.0035 0.0009 0.5573 0.0002 0.0011 0.0609 0.7287 0.4774 0.0181 0.0013 0.0035 0.0075 0.042 0.0146 0.0251 0.0343 0.0047 0.0126 0.019 0.0002 0.0017 0.0072 0.0002 0.0172 0.0054 0.0001 0.0001 0.0004 0.0008 0.0029 0.1077 0.0267 0.0001 0.0002 0.0001 0.0001 0.0002 0.0001 0.021 0.0001 0.005 - 0.0003 0.0002 0.0067 0.0069 0.0009 0.0123 0.0163 0.001 0.0005 0.0005 0.0243 0.0073 0.0001 0.0004 0.0001 0.0002 0.0003 0.0004 0.0078 0.0282 0.0252 0.08 0.0303 0.0087 0.0005 0.0906 -
012 Wood and wooden products (except furniture) 2.1072 0.0834 0.2592 0.7066 1.7388 1.3946 0.8333 2.1427 0.1539 0.1142 0.8895 62.6079 1.0013 0.2494 0.0826 0.611 0.1958 0.6682 3.1436 0.2571 0.0335 0.4002 0.9356 0.1198 2.1642 0.0541 0.0175 0.1434 0.0073 0.2869 2.1939 0.0059 0.349 0.232 0.3293 0.3655 0.0954 0.6287 0.5627 0.231 0.0982 54.9784 0.005 0.2554 0.8456 0.0165 0.0661 0.3117 0.0608 0.3579 0.7078 0.5224 0.0142 0.0395 0.1053 0.0022 0.0056 0.3827 0.0872 0.0038 0.683 0.0017 0.0106 0.0166 1.6296 0.0091 0.0341 0.0022 0.0035 0.0023 0.0017 0.0014 0.0015 0.0035 0.0027 0.2687 - 0.0092 0.0058 0.0033 0.2256 1.0198 0.1154 0.086 0.7802 0.0072 0.01 0.401 0.0256 0.0031 0.0106 0.0016 0.003 0.0074 0.0122 0.0078 0.4392 0.161 0.0402 0.0202 0.0103 0.01 0.03 -
013 Paper and paper products 1.9752 0.135 0.0999 0.6178 0.8812 1.9368 0.514 5.6399 0.3641 0.2917 0.4291 1.2384 82.9452 28.1136 0.0448 0.3723 0.2138 1.0388 2.0196 0.5383 0.1345 1.2103 1.0403 1.0051 1.1803 0.2498 0.1929 0.1243 0.0588 0.182 0.5374 1.5932 3.0808 0.2005 0.2023 0.2338 0.0241 0.1328 0.2876 0.1159 0.1765 0.3989 11.735 0.8984 0.9725 0.0214 0.0453 0.1743 0.3141 0.0656 0.0853 0.1095 0.144 0.4778 0.1378 0.0084 0.0948 0.2383 0.1466 0.0539 0.3087 0.9259 0.2484 0.054 3.06 0.0165 0.0165 0.0842 0.2844 0.0034 0.1261 0.025 0.056 2.2366 0.0935 0.0694 - 0.1045 0.0718 0.1103 0.1674 0.2187 0.3026 0.1312 0.889 0.576 0.6431 0.0514 0.0581 0.2091 0.2247 0.017 0.0866 0.5967 0.3913 0.1911 0.5406 0.0784 0.6943 0.254 0.1987 0.4899 0.2898 -
014 Printing and reproduction of recorded media 1.2585 0.0651 1.1692 0.1783 0.1661 0.2268 0.1539 1.5963 0.2086 0.2518 0.1991 0.265 3.4722 24.9176 0.0247 0.0385 0.0125 0.1562 0.3444 0.0292 0.2141 0.4085 0.2365 0.1567 0.3757 0.0337 0.0904 0.0398 0.2305 0.0965 0.189 0.2444 0.3784 0.3176 0.063 0.1385 0.0988 0.8606 0.2265 0.0886 0.453 0.2835 0.839 0.5357 0.347 0.0726 0.2252 0.6727 0.4298 0.1004 0.131 0.2518 1.2708 2.3563 0.9875 0.006 0.4052 0.1575 0.2188 0.4457 0.3303 5.6659 1.555 1.4685 0.1464 0.4086 0.0375 0.1731 0.7768 0.0079 0.1996 1.0648 0.2729 5.2001 0.181 0.399 - 0.363 0.2426 0.2447 3.6609 0.4301 0.5553 2.3615 1.2023 0.8278 0.5771 0.9229 0.3138 0.7714 0.449 0.005 0.1705 17.6216 0.5993 1.7988 3.9297 0.3045 2.085 4.421 1.9468 1.162 1.9521 -
015 Petroleum products 3.0537 0.4924 0.5983 1.2918 15.0679 0.5808 5.3867 0.6586 0.0385 0.2371 2.9869 0.178 2.4384 1.0189 12.6347 19.4205 69.9346 5.5349 2.6728 1.9138 0.3873 1.4316 7.3076 12.3422 1.0045 1.9762 0.0466 1.1317 1.0068 0.2106 0.102 0.0811 10.5056 0.9107 1.1725 0.7679 0.3413 1.3762 1.2035 1.6822 0.9219 0.278 0.0332 0.6296 0.0196 4.2749 0.1557 0.3475 7.4551 1.944 4.2384 5.6465 2.9192 0.689 40.9364 47.9761 30.5111 1.5168 14.3984 0.3053 1.6545 1.6358 1.4843 6.5514 1.2786 0.4021 0.5757 0.0633 0.2795 0.0868 0.026 0.082 0.1878 1.8058 0.0342 0.9383 - 1.5938 0.5037 0.3665 1.1232 7.3492 0.4343 0.13 0.5067 0.2661 1.7624 4.2646 0.4561 0.4821 4.1218 1.5023 3.9493 2.4226 0.9298 1.5141 0.3595 0.944 1.1583 0.6468 0.682 0.929 1.143 -
016 Basic chemicals and chemical products 9.5256 0.2394 1.4739 0.0998 1.4277 2.6077 3.8071 0.0821 0.0446 0.0458 0.0301 0.0962 0.1011 0.158 1.5334 90.9033 8.1178 13.8189 2.4829 3.1197 1.4924 0.3741 1.5357 6.1654 1.1317 0.18 0.0576 1.3219 0.0712 0.8399 0.1446 0.1342 0.066 3.276 0.4933 0.1394 15.6786 0.0422 0.0959 0.0356 0.0383 0.197 0.1617 0.6101 0.3262 0.068 0.2823 1.5596 0.4239 0.1439 0.2157 0.2754 0.2193 0.1847 0.0836 0.0208 0.1061 0.0337 0.1257 0.1731 0.2558 0.4103 0.2214 0.102 4.2841 0.1279 0.3806 0.0512 0.2073 0.1593 0.0223 0.1014 0.0717 0.1474 0.0389 1.3101 0.0026 0.0823 0.0807 0.3718 0.7472 2.3727 0.362 1.5642 0.2756 0.1686 0.1209 1.4358 0.4985 0.011 0.1117 0.0847 0.0987 0.2457 0.1119 0.2311 0.2314 1.9715 0.6235 0.4024 0.1272 0.2534 4.7076 -
017 Petrochemicals and petrochemical products 4.5346 2.7475 2.7924 0.5294 1.2118 15.697 21.9746 1.557 1.4364 0.7493 1.3035 12.6839 18.1731 25.3669 1.6564 68.9105 348.8289 78.1787 36.2576 55.2147 7.3007 253.6298 20.3139 1.1869 2.2719 4.0227 3.2817 0.8431 0.182 4.5448 78.0606 54.7635 2.5757 4.9317 1.3845 5.9758 0.807 2.2401 0.9196 0.2484 1.0396 4.8935 48.4067 11.8361 36.5508 0.2757 0.3137 3.59 6.0027 1.7074 2.2954 1.8706 3.0093 5.8661 0.5076 0.0186 0.1412 0.2578 0.3038 0.0751 0.7168 0.8402 0.1265 0.5978 2.8655 0.3264 0.6392 0.085 0.3516 0.0561 0.0115 0.2332 0.0403 0.0646 0.0368 0.1819 0.0066 0.1991 0.1118 0.1285 2.4044 33.2331 1.9064 5.4717 4.9273 13.9472 0.2101 1.1279 0.4477 0.0212 0.0887 0.0417 2.1162 0.2059 0.1539 1.0877 1.5402 0.3469 6.59 3.2263 0.636 0.6968 7.0457 -
018 Paints and related products 0.0327 0.0127 0.0271 0.009 0.0117 0.1442 0.0287 0.0086 1.2586 0.8968 2.3941 0.0699 1.2827 0.8753 0.0191 0.0517 0.05 6.2312 0.0902 0.6848 0.011 0.7223 9.3993 0.0377 1.9739 0.0506 0.4264 0.0103 0.0134 0.0907 0.1307 0.0134 3.3133 0.2739 0.0302 0.0671 0.0081 0.0143 0.5908 0.0386 0.0762 1.0828 7.1257 0.0536 0.8795 0.0119 0.0678 0.4877 0.2599 0.2602 0.3494 1.0661 0.0135 0.028 0.7327 0.0009 0.0034 0.5968 0.0032 0.0364 0.3105 0.0054 0.0083 0.0106 1.1614 0.0732 0.4185 0.0018 0.0086 0.0032 0.0006 0.0547 0.0018 0.017 0.0012 0.0173 - 0.0036 0.0024 0.0078 0.6906 1.0387 0.0394 1.6321 8.9611 0.1517 0.0046 0.1931 0.0687 0.001 0.0078 0.0019 0.0248 0.0065 0.0076 0.0197 0.6336 0.0206 2.3837 1.1091 0.0523 0.0102 2.6334 -
019 Detergents, perfumes, cleaning and toilet preparations 1.7071 0.1689 0.3763 0.4024 1.4977 2.5224 0.8697 2.8005 0.3854 0.6772 0.5482 1.304 40.3698 15.1888 0.2856 5.2586 0.8047 4.2575 31.6732 8.2491 0.3755 1.087 1.6517 0.9479 1.0987 0.603 0.4203 0.2521 0.1947 0.5048 0.2086 0.7507 6.7705 0.6385 0.4271 0.3929 0.132 0.2797 0.3892 0.1122 0.2412 0.4963 16.049 1.1518 1.1221 0.0665 0.4549 1.3293 0.9454 0.4414 0.6055 0.3302 0.62 0.7763 0.2791 0.021 0.127 1.1615 0.1604 0.2288 1.3259 3.0331 1.9574 1.9783 7.6442 0.2106 0.6757 0.0773 0.3394 0.0902 0.0729 0.7275 0.0687 1.2009 0.0704 0.2061 - 0.1073 0.1846 0.2761 1.6067 0.4066 1.4968 3.4801 1.0734 1.8025 0.464 2.6624 1.3187 0.2465 15.5116 0.1788 27.1894 1.5259 1.0792 1.2311 2.3686 5.3278 2.9327 1.3507 0.4205 1.9121 17.7899 -
020 Other chemical products 5.6365 0.6626 4.1501 0.5314 1.4512 26.1362 4.2992 0.8629 10.3383 2.6118 2.5782 9.7828 8.523 21.6336 3.2826 13.6963 2.127 38.779 8.671 96.1156 1.2545 7.7039 5.0592 3.1469 3.6982 4.0651 5.8034 0.7019 0.6179 5.4807 2.079 1.2682 0.8645 3.2491 2.7955 3.5131 2.547 1.5905 1.1793 0.2428 0.605 3.08 5.2495 8.6223 14.2478 0.115 0.3935 3.5216 1.4386 0.4685 0.638 0.7266 0.5592 0.6649 0.5971 0.0389 0.112 0.1882 0.1315 0.1299 1.3564 1.0929 0.7095 0.5467 6.4701 0.3174 0.8081 0.1287 0.5874 0.0795 0.0123 0.3648 0.0392 0.1373 0.0292 0.2997 0.0001 0.2824 0.1337 0.2127 1.6735 0.4588 1.0616 3.6891 8.9855 28.1427 0.1536 1.0532 1.0371 0.0406 1.505 0.0607 6.129 0.2596 0.3086 0.6059 2.3759 1.0001 3.524 1.5206 1.0166 1.2067 12.9852 -
021 Pharmaceuticals and biological products 1.3475 8.3675 2.4167 0.2879 0.4929 0.757 2.6581 0.189 0.2629 0.1566 0.1924 0.5744 0.3275 0.2254 0.1232 0.6609 0.6939 0.6904 0.3335 0.3959 65.2767 0.1584 0.3226 0.2542 0.2051 0.0666 0.144 0.332 0.4632 0.1611 0.2061 0.2909 0.1414 0.1581 0.1262 0.0803 0.0575 0.2594 0.1025 0.0425 0.0835 0.7816 0.2942 2.9872 0.1164 0.0318 0.019 0.0522 0.2963 0.1168 0.1534 0.1521 0.0776 0.2069 0.3086 0.0703 0.0718 0.0568 0.0386 0.0629 0.2218 0.0387 0.1549 0.2943 0.1129 0.0446 0.1069 0.0229 0.0469 0.0176 0.0124 0.0248 0.0156 0.0331 0.0239 0.0764 0.006 0.0634 0.0405 0.0244 0.0721 0.088 1.0384 0.1 0.0886 0.0817 0.1094 0.1732 0.0173 0.0289 0.235 0.0199 0.0834 0.0913 0.1807 5.2214 0.0504 36.9158 1.1574 0.646 0.275 3.1893 0.5605 -
022 Rubber and plastic products 6.8146 10.8449 3.4832 1.6538 2.5679 6.2476 1.8813 3.6691 0.4645 0.1958 0.4692 10.9557 14.977 4.8656 0.1551 0.4949 0.4778 2.1599 5.2955 1.0636 1.5341 52.3127 0.5098 0.728 0.8354 0.426 2.1686 0.7294 0.1236 0.9193 0.716 0.5389 8.9394 3.7093 0.6355 2.5889 0.5921 4.9198 1.5423 0.5353 2.4866 1.9997 0.3307 9.2638 15.0618 0.0471 0.0858 1.3678 0.9509 0.9823 1.3205 2.0806 0.5557 0.688 1.0705 0.0106 0.3287 0.7338 1.1421 0.0637 0.5401 1.8796 0.0702 2.0296 1.6944 1.1681 1.2491 0.0242 0.2441 0.0244 0.0068 0.3108 0.0156 0.0614 0.011 0.1115 - 0.1203 0.0642 0.0537 3.2822 0.9079 0.2586 7.472 0.1141 0.0756 0.094 0.9427 0.3198 0.046 0.1599 0.0502 0.0684 0.3903 0.3081 1.3155 2.057 0.0816 0.4372 0.597 1.1335 0.4522 0.192 -
023 Other non-metallic mineral products 0.3185 0.01 0.0377 0.0828 1.034 0.1182 0.1928 0.1329 0.0054 0.002 0.0034 0.0104 0.0089 0.0097 0.0376 2.5871 0.2026 0.3583 0.0703 0.0881 0.0616 0.014 13.0466 0.1518 0.1961 0.061 0.028 0.8341 0.0035 0.9816 0.0055 0.0044 0.002 0.5128 0.0383 0.2055 0.0368 0.0431 0.0035 0.0027 0.0206 0.0277 0.0148 0.0193 0.0097 0.007 0.0038 0.3599 0.1227 14.0926 18.8367 16.7248 0.0882 0.2248 0.0214 0.0041 0.0046 0.0042 0.0024 0.0074 0.0016 0.0024 0.0083 0.0134 0.0857 0.0033 0.1319 0.0023 0.0038 0.002 0.0014 0.0032 0.0017 0.0039 0.0025 0.0186 - 0.0073 0.0048 0.0031 0.046 0.91 0.0276 0.1026 0.3621 0.0064 0.0102 0.0551 0.0154 0.0025 0.0094 0.0014 0.0036 0.0086 0.0067 0.0199 0.0072 0.0499 0.135 0.0668 0.0102 0.0107 0.1573 -
024 Basic metals 0.1721 0.1658 0.109 0.8042 0.1365 1.7424 0.87 0.3289 0.0938 0.053 0.4125 3.1324 4.7163 0.1303 0.0219 0.7128 0.1063 0.7139 0.7709 0.4874 0.0056 0.3094 0.5738 34.8003 31.9562 0.1348 0.2203 0.4194 0.1075 0.9327 22.7849 23.843 5.2994 3.9537 9.7009 3.7076 1.4972 0.9102 2.9805 0.1372 1.3611 1.7086 38.5328 0.3484 0.5455 0.254 0.0178 0.1821 5.7914 2.8342 3.7829 4.718 0.1204 0.1019 0.0728 0.0117 0.0497 0.1104 0.0995 0.2268 0.0828 0.0151 0.0231 0.0686 0.1018 0.0551 0.0568 0.0885 0.1113 0.0194 0.0089 0.0904 0.019 0.0321 0.0403 0.0205 - 0.0397 0.0479 0.123 0.2119 1.5791 0.0887 0.2317 0.4916 0.1786 0.187 0.449 0.0765 0.1601 0.0939 0.0049 0.0767 0.0695 0.8128 0.6192 0.0622 0.0534 0.1208 0.139 0.0637 0.1986 0.1557 -
025 Fabricated metal products (except machinery and equipment) 1.6151 0.3348 1.0399 1.7536 3.0934 4.9931 2.0918 7.4798 0.9405 0.485 8.3496 6.0734 8.3417 1.3944 0.3326 5.9009 2.3474 3.497 11.53 1.7691 0.0582 3.7232 1.5355 20.0591 64.3363 0.6981 2.2513 9.0883 2.7016 2.5179 26.1733 17.81 14.1502 18.2725 26.9642 30.5095 34.1011 12.0304 35.267 1.7318 4.1363 10.1218 28.3735 4.6004 3.4622 0.4184 0.1571 0.7117 6.5779 21.0199 27.8799 34.9472 0.7116 0.238 0.8695 0.0408 0.1327 1.6908 0.1617 5.1538 1.6054 0.2029 0.1784 0.2011 0.231 0.3879 0.9499 0.0454 0.1229 0.0504 0.0145 0.1372 0.0498 0.0535 0.0529 0.537 0.0428 0.0622 0.049 0.0953 1.3869 21.2211 0.2661 2.401 10.4814 2.239 0.3893 2.1523 0.8119 3.6861 0.0765 0.5614 0.1512 0.3165 18.7423 4.8299 0.1297 0.0675 0.961 0.7262 0.6244 0.2877 2.5126 -

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 Yes