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CSV Singapore Department of Statistics

Direct Requirement Coefficients (Supply, Use and Input-Output Tables 2016)

Description

Direct requirement coefficients from Singapore’s Supply, Use and Input-Output Tables 2016. 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. Supports production-structure modelling of the Singapore economy. Adapted from SingStat TableBuilder CT/17297.

Official description

Source: SINGAPORE DEPARTMENT OF STATISTICS Data Last Updated: 25/03/2026 Update Frequency: Annual Survey period: Supply, Use and Input-Output Tables 2016 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/17297

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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 56.7293 0.0623 1.5563 0.0095 0.0525 0.0148 0.0281 0.8384 0.0027 0.0018 0.0016 0.0032 0.0027 0.0023 0.0014 0.002 0.0018 0.002 0.0006 0.0011 0.0008 0.0014 0.0021 0.0019 0.0018 0.0008 0.0019 0.0028 0.0035 0.0019 0.0018 0.0028 0.0011 0.0015 0.001 0.0025 0.0007 0.0018 0.0006 0.0004 0.0008 0.0033 0.0025 0.0017 0.0015 0.1929 0.0011 0.0013 0.0057 0.012 0.0147 0.0094 0.0017 0.0049 0.0097 0.0017 0.0012 0.0016 0.0022 0.0035 0.0023 0.0012 0.0095 0.0245 0.0014 0.0017 0.003 0.0003 0.0006 0.0002 0.0003 0.0003 0.0002 0.0014 0.0011 0.0004 0.0004 0.0006 0.0016 0.0008 0.0011 0.0028 0.0013 0.0028 0.0021 0.0045 0.0003 0.0009 0.0038 0.0007 0.02 0.002 0.002 0.0022 0.0012 0.0019 0.0089 0.0047 0.0015 0.0024 0.0019 0.0003
002 Livestock 0.0001 0.0648 0.0001 12.5676 0.0001 - 0.4107 0.0001 0.0001 0.0001 38.9477 0.0002 0.0004 0.0001 - 0.0003 0.0002 0.0003 - 0.0001 0.0013 0.0001 0.0003 0.0002 0.0002 0.0002 0.0006 0.0001 0.0001 0.001 0.0001 0.0001 0.0003 0.0003 0.0002 0.0018 0.0004 0.0001 0.0002 - 0.0001 0.0001 0.0001 0.0009 0.0002 - 0.0001 0.0001 0.0006 0.0015 0.0021 0.0006 0.0002 0.0001 0.0057 0.0004 0.0006 - 0.0008 0.0003 0.0004 0.0001 0.0001 2.8286 0.0001 0.0009 0.0024 0.0002 0.0002 - - - - - - 0.0001 0.0001 - 0.0001 0.0002 0.3214 0.0001 0.0002 0.0002 0.0001 0.0039 0.0001 0.0001 0.0001 0.0001 0.0001 0.0002 0.0003 0.0038 0.0001 0.0001 0.0114 0.0063 0.0398 0.0003 0.154 -
003 Fishing and aquaculture 0.0011 0.1978 2.7483 0.3576 0.0002 0.0002 0.0076 0.0011 0.0004 0.0004 0.0001 0.0009 0.0031 0.001 0.0001 0.0025 0.0012 0.0027 0.0002 0.0008 0.0001 0.0004 0.0019 0.0011 0.0015 0.0015 0.0052 0.0003 0.0001 0.0082 0.0004 0.0002 0.0025 0.0024 0.0019 0.0156 0.0037 0.0001 0.0013 0.0001 0.0011 0.0006 0.0002 0.0075 0.0012 0.0033 0.0101 0.0043 0.017 0.0125 0.0183 0.0051 0.0031 0.0028 0.0487 0.0174 0.0058 0.006 0.0132 0.009 0.0049 0.0017 0.2221 0.6828 0.0011 0.0098 0.0231 0.0018 0.0028 0.0003 0.0006 0.0005 0.0006 0.0028 0.005 0.0021 0.0014 0.001 0.0081 0.002 0.0022 0.0196 0.054 0.0078 0.0015 0.031 0.0014 0.0009 0.0044 0.0014 0.0295 0.0041 0.0038 0.0064 0.003 0.0033 0.0069 0.0225 0.0081 0.0068 0.0093 -
004 Food preparations 5.7971 0.3158 0.3943 69.4707 0.1222 0.3587 5.2699 0.2586 0.0251 0.0158 0.0142 0.0437 0.0225 0.0264 0.0096 0.0168 0.0147 0.2862 0.4555 0.0223 0.0078 0.0149 0.0181 0.0152 0.0241 0.0088 0.0129 0.0257 0.0319 0.0108 0.0165 0.0256 0.008 0.0119 0.0092 0.0123 0.0029 0.0157 0.0051 0.0042 0.0066 0.0309 0.0219 0.0203 0.014 0.0264 0.0132 0.0042 0.0184 0.0064 0.007 0.0094 0.0101 0.0662 0.0064 0.5323 0.0044 0.0201 0.237 0.0048 0.0072 0.0095 3.3851 16.6733 0.0136 0.0131 0.007 0.0068 0.0082 0.0045 0.0029 0.0036 0.0064 0.0328 - 0.0174 0.0087 0.0081 0.0127 0.0077 0.0159 0.0215 0.0101 0.0173 0.0289 0.0082 0.0009 0.0045 0.012 0.0049 0.0163 0.0184 0.0212 0.0531 0.0073 0.0407 0.5327 0.3104 0.0344 0.0242 0.7058 -
005 Oils and fats 0.0182 0.0878 0.0297 0.1605 74.5666 3.9648 8.2068 0.0967 0.0221 0.014 0.0133 0.0278 0.2199 0.0195 0.01 6.4891 0.0151 1.8987 0.65 5.3707 0.0064 0.0118 0.0166 0.0155 0.0138 0.006 0.0114 0.0255 0.0303 0.0078 0.016 0.0251 0.0069 0.0099 0.0067 0.0058 0.0018 0.0156 0.0043 0.0025 0.0057 0.0294 0.0227 0.01 0.0123 0.0025 0.0082 0.0019 0.0072 0.0041 0.0044 0.0069 0.0062 0.0047 0.0031 0.0078 0.0025 0.0035 0.0045 0.0005 0.0014 0.0019 4.3637 2.4893 0.0116 0.0039 0.0026 0.0005 0.0012 0.0002 0.0001 0.0009 0.0005 0.0096 - 0.0005 0.0004 0.0006 0.002 0.0033 0.0029 0.0114 0.0035 0.0085 0.0138 0.0036 0.0003 0.0004 0.0009 0.0012 0.012 0.0055 0.0102 0.0702 0.0024 0.0418 0.1713 0.0979 0.0188 0.0023 0.484 -
006 Dairy products 0.1566 5.5103 1.3269 5.1555 8.9401 46.5834 63.3518 3.3982 0.063 0.0447 0.0451 0.1549 0.139 0.0786 0.0206 0.0973 0.031 33.3315 2.6927 0.1949 0.058 0.0608 0.3929 0.1213 0.0545 0.3002 0.8015 0.0648 0.0547 1.1753 0.0451 0.0661 0.0265 0.073 0.0573 2.3934 0.0388 0.0308 0.0158 0.0122 0.0405 0.0599 0.0654 1.3123 0.0549 0.173 0.1464 0.0585 2.8158 0.0236 0.0205 0.0257 0.1933 0.113 0.0373 0.1125 0.0403 0.0567 0.1452 0.1329 0.0358 0.0934 7.3808 12.8536 0.1115 0.4023 0.0592 0.0507 0.151 0.0312 0.0081 0.0499 0.0502 0.0777 - 0.0499 0.0559 0.0939 0.2448 0.0722 0.3513 0.1752 0.0717 0.134 0.0444 0.1162 0.0843 0.0332 0.1088 0.0629 0.0926 0.1626 0.2885 0.4545 0.0849 0.1331 0.8373 0.5104 0.1517 0.24 1.6024 -
007 Other food products n.e.c 3.7222 35.8852 8.597 20.5319 2.4098 21.494 88.8301 16.7418 0.0867 0.0606 2.3741 0.4254 0.1233 0.1346 0.0407 0.3791 0.0611 34.6098 13.131 0.8111 0.3823 0.1141 0.1065 0.0632 0.1091 0.323 0.5093 0.1268 0.1078 0.7311 0.0816 0.123 0.0484 0.0987 0.1052 1.5074 0.0513 0.0556 0.0323 0.0208 0.0748 0.1175 0.0862 1.947 0.0773 0.1152 0.2956 0.0504 0.1344 0.0578 0.0394 0.0532 0.1877 0.2214 0.0938 0.4751 0.0786 0.1407 0.3925 0.1683 0.0612 0.5109 6.3934 40.5039 0.1066 0.3642 0.0873 0.1769 0.226 0.0673 0.0161 0.0791 0.0958 0.1756 - 0.1223 0.107 0.1878 0.2929 0.1106 0.7685 0.3378 0.1431 0.1721 0.1021 0.1487 0.0577 0.0636 0.1886 0.1122 0.1437 0.3014 0.4365 0.4967 0.1112 0.3165 0.9151 0.5907 0.2288 0.3503 4.145 -
008 Beverages and tobacco products 0.0372 0.0953 0.0384 0.3268 0.5046 0.2689 0.4613 22.2145 0.04 0.0255 0.024 0.0509 0.0389 0.0377 0.0178 0.028 0.0465 0.0933 0.0404 0.018 0.0133 0.0235 0.0341 0.0286 0.0269 0.0178 0.0271 0.0465 0.054 0.0233 0.0292 0.046 0.0146 0.0292 0.0157 0.0353 0.0059 0.0289 0.0123 0.0051 0.0122 0.0527 0.0406 0.0236 0.0227 0.0092 0.0243 0.0054 0.0407 0.0114 0.009 0.0592 0.0231 0.05 0.0152 0.4994 0.0448 0.0119 0.1957 0.0179 0.02 0.2656 5.5447 16.738 0.022 0.0362 0.0082 0.0709 0.3329 0.0028 0.001 0.004 0.0044 0.0475 0.0004 0.0058 0.0061 0.0069 0.0145 0.0103 0.0103 0.0325 0.0177 0.0215 0.0284 0.0148 0.0015 0.0036 0.0079 0.0054 0.0245 0.0198 0.0299 0.3716 0.0076 0.1025 0.2219 0.313 0.4857 0.0163 2.4203 -
009 Textiles 0.001 0.004 0.0933 0.0121 0.0375 0.0323 0.0305 0.5006 25.9186 10.1173 0.2395 0.5495 1.7777 0.0654 0.0011 0.007 0.0182 0.0308 0.028 0.0624 0.0064 0.2733 0.0106 0.6785 0.0139 0.0146 0.0009 0.0016 0.0019 0.0281 0.1814 0.0027 0.0007 0.0768 0.0392 0.0147 0.0014 0.1008 0.0633 0.0151 0.0041 2.9883 0.0034 0.0585 1.2153 0.0133 0.008 0.0263 0.0185 0.0827 0.1097 0.1557 0.0344 0.0357 0.0143 0.0089 0.003 0.0007 0.0325 0.0019 0.1021 0.0002 0.8416 0.0018 0.0041 0.1756 0.0625 0.0002 0.0002 0.0001 0.0001 0.0003 0.0012 0.0068 - 0.0006 0.0003 0.0002 0.0056 0.0047 0.0093 0.0242 0.3543 0.0019 0.0013 0.0696 0.0014 0.0001 0.0916 0.0001 0.0008 0.0007 0.0008 0.0108 0.0477 0.0662 0.3017 0.163 0.043 0.9977 1.8667 -
010 Wearing apparel and fur products 0.0211 0.011 0.0105 0.032 0.025 0.0186 0.0274 0.0141 0.1586 2.1964 0.0612 0.2112 0.0722 0.0257 0.0087 0.0219 0.0131 0.0211 0.0088 0.0119 0.0119 0.0338 0.0177 0.0355 0.0147 0.0087 0.0105 0.0233 0.0264 0.0109 0.0142 0.0223 0.0064 0.022 0.016 0.0082 0.0626 0.0166 0.0091 0.0028 0.0124 0.0288 0.0318 0.0095 0.0125 0.0106 0.0231 0.1163 0.0166 0.0411 0.0199 0.0244 0.018 0.2477 0.1739 0.0049 0.0058 0.1779 0.0197 0.0031 0.161 0.0468 0.0267 0.1478 0.0114 0.0206 0.0056 0.0016 0.0043 0.0014 0.0004 0.0054 0.0025 0.0032 - 0.0062 0.0053 0.0143 0.009 0.0053 0.0078 0.0234 0.0066 0.0097 0.0134 0.0053 0.0009 0.011 0.0084 0.0171 0.0158 0.012 0.0143 0.0246 0.0645 0.0407 0.2219 0.1666 0.0659 0.0957 0.2926 -
011 Footwear and leather products 0.0131 0.0012 0.0046 0.0018 0.0017 0.0007 0.0013 0.0006 0.2159 0.0504 0.1186 0.1052 0.0193 0.0052 0.0004 0.0015 0.0005 0.0005 0.0003 0.0003 0.0002 0.0028 0.0019 0.002 0.0006 0.0006 0.0004 0.0009 0.0011 0.0019 0.0006 0.0009 0.0003 0.0005 0.0013 0.0008 0.0002 0.2251 0.0002 0.0005 0.0198 0.3241 0.1826 0.0072 0.0011 0.0019 0.0026 0.0222 0.0124 0.008 0.0052 0.0039 0.0029 0.004 0.0001 0.0008 0.0006 0.0005 0.003 0.0002 0.0002 0.0001 0.0007 0.0013 0.0007 0.0142 0.006 0.0001 0.0002 0.0001 0.0001 0.0005 0.0002 0.001 - 0.0004 0.0002 0.0031 0.0007 0.0004 0.0031 0.0021 0.0005 0.0006 0.0009 0.0066 0.0002 0.0001 0.0002 0.0001 0.0006 0.0004 0.0005 0.0072 0.0065 0.0077 0.0224 0.0106 0.0026 0.0009 0.0271 -
012 Wood and wooden products (except furniture) 0.9743 0.028 0.138 0.6648 2.7178 2.3207 1.1182 2.9329 0.2538 0.3168 0.643 82.7612 1.3556 0.2545 0.0597 0.414 0.2966 0.8486 1.4258 0.3102 0.0426 0.4264 0.8645 0.1107 1.6812 0.0687 0.03 0.0418 0.0145 0.2648 2.1688 0.1264 0.1516 0.3183 0.239 0.1009 0.0268 0.5349 0.0393 0.0724 0.0981 93.635 0.009 0.2539 1.1442 0.0214 0.0565 0.3863 0.035 0.9875 1.0535 1.5938 0.0095 0.0772 0.0422 0.0075 0.0027 0.4327 0.065 0.0044 0.7625 0.0058 0.0247 0.0389 0.4975 0.0406 0.0201 0.006 0.0057 0.0043 0.0033 0.0025 0.006 0.135 0.0137 0.0188 0.0085 0.0063 0.2785 0.5684 0.0405 0.1458 0.6573 0.0123 0.0229 0.2857 0.0028 0.0042 0.0106 0.0034 0.0077 0.0135 0.0133 0.0098 0.3825 0.2001 0.0372 0.0321 0.0093 0.0221 0.0438 -
013 Paper and paper products 0.8551 0.0533 0.0465 1.7326 1.3216 1.7984 1.0464 2.6038 0.1911 0.1975 0.1685 0.7285 54.8162 10.7532 0.0209 0.1848 0.1626 0.5873 0.6004 0.3213 0.0401 1.1286 0.5264 0.5371 0.5554 0.2477 0.1092 0.0325 0.0355 0.1001 0.3934 1.1693 1.0813 0.1218 0.0738 0.0756 0.0072 0.0995 0.0174 0.0226 0.0972 0.2115 5.7605 0.5815 0.9256 0.03 0.0264 0.1269 0.6098 0.037 0.0651 0.0722 0.072 0.168 0.0348 0.0165 0.0214 0.1552 0.09 0.0392 0.2492 0.1754 0.1328 0.0376 0.2653 0.0163 0.0142 0.0715 0.1531 0.0018 0.0725 0.1493 0.0695 0.0111 - 0.0486 0.0331 0.0793 0.1 0.1451 0.1061 0.0815 0.376 0.2546 0.1594 0.0306 0.0038 0.1079 0.0924 0.0283 0.0507 0.3158 0.0918 0.0661 0.2329 0.0524 0.149 0.1689 0.0758 0.3412 0.1085 -
014 Printing and reproduction of recorded media 1.4637 0.0332 1.222 0.9173 1.02 0.5597 0.8772 2.903 0.3117 0.29 0.2383 0.4053 4.2305 42.2512 0.0636 0.0305 0.0213 0.2245 0.1305 0.0557 0.1461 0.6614 0.4176 0.2795 0.5572 0.0457 0.2842 0.0785 0.429 0.1546 0.3801 0.4353 0.5009 0.5533 0.0918 0.2083 0.051 1.368 0.0597 0.15 0.7662 0.4799 1.1277 0.95 1.2513 0.1188 0.8082 0.6778 1.0353 0.136 0.238 0.4155 3.4752 2.8026 0.5576 0.0408 0.3103 20.928 0.3557 0.4902 1.0386 2.5237 2.7255 1.8173 3.0208 0.8154 0.8398 0.4315 1.1293 0.0204 0.3866 1.4101 0.3527 0.4586 0.0008 0.6756 0.4551 0.5855 6.2222 0.6656 1.5951 29.4686 1.0393 1.3218 0.4819 1.1987 0.4591 0.832 0.6359 0.1882 0.4203 43.7759 0.5823 1.1905 4.5227 0.6008 1.6205 6.7957 2.4788 2.9678 3.3418 -
015 Petroleum products 0.9638 0.2787 0.5114 1.854 11.2565 2.2838 5.0902 0.5884 1.2893 0.293 0.1297 0.1886 4.4843 1.3916 9.9282 30.5986 75.3516 7.0624 3.5754 6.3962 0.341 2.2732 10.4405 17.0041 1.4647 4.981 0.1557 1.1104 1.3559 0.4319 0.1107 0.1119 11.4476 1.6576 2.1134 1.2497 0.4046 1.8396 1.6407 2.5419 1.3652 0.2989 0.0611 0.8372 0.2223 7.2056 0.6529 0.7468 8.6592 2.8822 5.0829 6.5262 2.8351 0.9789 36.2363 48.9913 35.0455 1.9582 25.9863 1.338 3.4479 2.846 2.3166 9.5183 3.2615 2.5695 1.419 0.1215 0.593 0.1002 0.0183 0.8834 0.4576 1.8387 0.008 2.4124 1.7788 1.0558 1.5149 7.7593 0.5184 0.9451 1.0156 2.2166 4.9616 7.5917 0.0653 0.4406 4.9976 2.1459 3.3615 3.1082 4.329 2.5464 1.0649 2.3292 1.4953 1.4569 1.014 2.6459 1.3259 -
016 Basic chemicals and chemical products 7.6351 0.169 0.8374 0.2364 3.9816 0.2626 0.804 0.0831 0.0521 0.0372 0.0307 0.1002 0.1454 0.1352 1.7238 60.7734 4.5862 10.0394 15.4524 14.8208 0.5622 0.4398 3.3082 5.793 2.2793 1.1003 0.0968 0.0878 0.0581 1.5558 0.1535 0.0921 0.0401 2.0063 0.392 0.1859 45.9241 0.0335 0.0301 0.0403 0.0547 0.1475 0.1768 0.6096 0.5136 0.1645 0.3731 2.0888 0.538 0.146 0.1666 0.2256 0.2041 0.1002 0.2246 0.0312 0.0684 0.133 0.1652 0.0912 1.108 0.2608 0.4312 0.19 1.0246 0.4103 0.5424 0.056 0.1717 0.0445 0.0088 0.0625 0.0649 0.8337 0.0241 0.085 0.0877 0.154 0.3114 3.0786 1.894 0.7484 0.5221 0.2387 0.0459 1.3318 0.0401 0.0415 0.1639 0.0706 0.0881 0.2008 0.2491 0.2845 0.2032 1.7334 0.507 0.5892 0.2532 0.2315 3.5875 -
017 Petrochemicals and petrochemical products 2.1908 0.8614 0.9856 3.6307 1.4809 2.4649 2.8573 1.4087 0.8011 0.5625 0.6019 8.7253 14.7647 12.949 1.7476 29.2081 321.9416 46.2105 21.1873 53.5242 1.8868 194.0124 12.3857 0.8657 1.3603 7.1015 1.8708 0.1838 0.1651 2.7885 59.7946 57.6325 1.5595 2.8902 0.7394 2.5565 0.1755 1.4772 0.3781 0.1462 0.7011 3.282 33.7066 8.1488 37.8201 0.1898 0.3709 3.0901 2.7545 0.9104 2.933 1.1542 1.2657 1.5815 0.1831 0.0251 0.0518 0.3412 0.2044 0.063 0.5822 0.1785 0.2071 0.4101 0.8555 0.2664 0.3179 0.1045 0.3041 0.0349 0.0095 0.1289 0.0572 0.133 0.0288 0.156 0.1077 0.1046 0.4675 14.6387 2.8954 1.3885 2.8917 8.5826 0.1051 0.5782 0.02 0.0377 0.1345 0.0597 0.1316 0.2367 0.2245 0.4056 0.6544 0.2312 3.1706 2.1626 0.4669 0.8224 3.2587 -
018 Paints and related products 0.0437 0.0266 0.0332 0.0444 0.0345 0.0231 0.0489 0.0315 1.6426 1.2203 2.6589 0.1217 2.4569 1.1802 0.0569 0.0574 0.0948 17.813 0.1061 1.0282 0.0143 1.0097 11.7805 0.066 2.1642 0.1854 0.6055 0.0461 0.0533 0.3585 0.2096 0.0464 3.1775 0.288 0.0429 0.1501 0.0064 0.0348 0.2303 0.0503 0.0912 1.7092 10.1762 0.1011 1.8328 0.0244 0.0894 0.9273 0.4399 0.2786 0.1994 1.2992 0.0224 0.0343 0.2423 0.0032 0.006 0.8408 0.0087 0.01 0.92 0.0045 0.0266 0.0338 0.9086 0.1595 0.4491 0.0034 0.0119 0.0023 0.0009 0.0844 0.0068 0.0221 0.0013 0.0074 0.0051 0.0057 0.178 2.5396 0.0828 0.6212 28.1315 0.2351 0.0269 0.2038 0.006 0.0029 0.0071 0.0049 0.0237 0.0179 0.0331 0.0236 0.6307 0.0478 2.6456 1.4553 0.0595 0.0255 7.4355 -
019 Detergents, perfumes, cleaning and toilet preparations 0.7187 0.0733 0.1498 0.6949 0.8111 0.6644 0.5453 1.0427 0.2392 0.3566 0.2345 0.679 20.3392 4.6747 0.2901 2.8325 0.4554 2.1202 13.9688 5.3657 0.0997 0.586 0.817 0.5521 0.5335 0.8002 0.4079 0.15 0.1646 0.5314 0.1479 0.3416 2.1549 0.3696 0.1919 0.6568 0.0369 0.1618 0.07 0.0274 0.1234 0.2474 7.0838 0.6976 0.8808 0.0783 0.2784 0.873 0.5052 0.175 0.0947 0.1523 0.2118 0.1833 0.0956 0.0234 0.0437 0.5875 0.11 0.0732 0.2782 0.3303 0.8954 0.6841 0.8587 0.2197 0.2205 0.0496 0.1318 0.0191 0.0299 0.3594 0.064 0.0494 0.0006 0.0532 0.1547 0.0904 0.2443 0.1705 0.8132 0.5698 0.4436 1.1045 0.1524 0.9185 0.0312 0.1221 2.1973 0.0915 12.3443 0.7649 0.3228 0.1091 0.7059 2.2612 0.9845 0.6096 0.1222 1.5229 6.4248 -
020 Other chemical products 2.0673 0.2022 1.3269 0.8989 0.516 0.5079 0.9899 0.6288 7.7055 3.3099 1.2406 5.9095 6.0182 9.0883 3.7604 10.8041 2.8356 21.0657 6.1423 65.3633 0.3541 5.3691 3.1798 2.8313 2.6047 9.6952 3.3312 0.3657 0.4172 3.719 2.0799 2.3982 0.4615 2.0796 1.3611 1.829 5.8482 0.8601 0.1724 0.1173 0.3567 1.7397 3.4986 5.066 12.3023 0.1361 0.3507 2.8655 1.3903 0.2425 0.2502 0.3879 0.2722 0.2846 0.1606 0.0338 0.0614 0.2044 0.1238 0.0691 1.0901 0.2135 0.51 0.2804 1.1984 0.2916 0.3238 0.1161 0.2947 0.0299 0.0064 0.123 0.0484 0.1605 0.0018 0.1756 0.1131 0.092 0.2958 0.5597 2.5564 0.8464 4.7241 18.3614 0.2072 0.5088 0.0277 0.0346 0.2894 0.0616 1.1793 0.2276 0.295 0.1606 0.7655 0.5993 1.0908 1.0077 0.3661 1.4945 6.0558 -
021 Pharmaceuticals and biological products 0.8369 1.7587 0.9131 3.4156 4.0611 1.695 2.6235 0.2445 0.2891 0.1884 0.1722 0.3811 0.2924 0.2974 0.1562 1.2152 0.8373 0.6555 0.5752 0.5577 39.7182 0.214 0.2905 0.283 0.2385 0.2725 0.2566 0.3618 0.3918 0.3128 0.2285 0.3539 0.1085 0.1948 0.1583 0.4714 0.0517 0.2027 0.0693 0.0404 0.1193 0.3911 0.3022 2.0708 0.1784 0.1085 0.3372 0.085 0.1192 0.0728 0.0639 0.1093 0.1712 0.1379 0.0541 0.0401 0.089 0.1333 0.2002 0.1214 0.1987 0.0578 0.3847 0.2718 0.1843 0.2202 0.085 0.0406 0.1868 0.0565 0.0114 0.0703 0.0825 0.0854 - 0.0903 0.0944 0.1613 0.2293 0.1367 3.1624 0.4032 0.1516 0.2004 0.2099 0.099 0.0234 0.0524 0.1802 0.1011 0.2429 0.2957 0.4299 0.3567 0.1032 25.0366 0.5858 0.4248 0.2448 4.3455 0.3137 -
022 Rubber and plastic products 6.4317 3.0763 1.7549 14.426 5.7225 10.0253 4.0464 4.1269 1.2411 1.0187 0.3289 9.2732 15.03 3.6572 0.1364 0.8385 1.1919 2.1261 2.418 1.096 0.7788 55.3058 0.5834 0.7326 0.8125 0.9684 1.9574 0.1562 0.1002 0.8204 0.8028 1.0342 5.8386 4.4997 0.8326 2.1982 0.3791 3.9398 1.0905 0.2845 1.9151 1.9146 0.4021 8.3548 23.8896 0.0807 0.1144 1.5714 1.0842 0.6769 1.7848 1.6063 0.3163 0.5424 0.4844 0.0238 0.0379 0.7916 0.4812 0.0295 0.6324 0.4177 0.1012 1.2417 1.6054 0.6308 0.6267 0.1067 0.3653 0.0096 0.007 0.2693 0.028 0.0559 0.0008 0.1009 0.0545 0.0184 0.5919 2.0155 0.382 1.9684 0.1934 0.1247 0.3125 0.5959 0.0107 0.1618 0.1108 0.0368 0.0868 0.5739 0.2838 0.1711 1.3449 0.1098 0.2281 0.5673 0.9539 0.7075 0.1975 -
023 Other non-metallic mineral products 0.375 0.0416 0.0415 0.0346 0.0322 0.0159 0.1177 0.5887 0.0318 0.0204 0.0186 0.0473 0.0446 0.0367 0.0638 1.8712 0.1662 0.3498 0.4873 0.465 0.1185 0.032 47.9994 0.1981 0.3559 0.7039 0.0841 0.0363 0.04 2.3799 0.0251 0.0336 0.0132 0.3488 0.0314 0.3226 0.0318 1.2314 0.0555 0.0374 0.5924 0.6904 0.3524 0.1509 0.0752 0.4281 0.0369 1.2149 0.1767 16.5422 14.8098 22.6888 0.0881 0.1689 0.0573 0.0066 0.0103 0.0351 0.0133 0.0068 0.0118 0.0058 0.0268 0.0425 0.0358 0.022 0.2151 0.0066 0.0096 0.0033 0.0026 0.0032 0.0052 0.0306 0.008 0.0154 0.0072 0.0054 0.0353 1.492 0.1068 0.1159 1.033 0.0212 0.0301 0.1153 0.0031 0.004 0.0095 0.004 0.0189 0.0238 0.0208 0.0358 0.0141 0.0717 0.268 0.1751 0.0158 0.0243 0.2079 -
024 Basic metals 0.1632 0.0669 0.0817 0.1745 0.3814 0.3477 0.2428 0.3162 0.1005 0.0598 0.2043 1.9403 3.3453 0.0953 0.02 0.1295 0.1345 0.3371 0.2878 0.2709 0.0039 0.1919 0.8987 12.3641 11.5426 0.1384 0.0969 0.1089 0.0835 0.4466 11.8941 21.1873 1.7879 1.6012 2.2953 1.2124 0.1481 0.487 0.2749 0.0702 0.5219 0.6767 11.846 0.2318 0.342 0.3228 0.0566 0.1118 10.6689 1.0215 1.2783 1.961 0.0737 0.0868 0.0321 0.0188 0.0124 0.0635 0.0381 0.0335 0.1104 0.0224 0.0291 0.0662 0.026 0.0534 0.1539 0.142 0.0932 0.0257 0.0107 0.0949 0.0481 0.0246 0.0001 0.0711 0.1057 0.2262 0.2433 0.6431 0.1133 0.1783 0.3284 0.1202 0.028 0.1491 0.0174 0.0789 0.3603 0.0162 0.0472 0.0604 1.6031 0.6774 0.0748 0.089 0.1288 0.1813 0.0976 0.3184 0.1476 -
025 Fabricated metal products (except machinery and equipment) 1.4067 0.1968 0.656 5.9145 13.484 12.6949 8.2806 11.456 1.6537 0.7302 5.5643 6.5635 12.7832 1.6939 0.4115 2.9361 4.901 5.179 7.4894 2.5154 0.0537 4.8545 2.2274 11.7599 60.7252 1.679 5.5157 10.8384 4.2438 3.5665 27.5142 25.5211 8.3774 17.7302 29.4899 22.0817 13.4015 13.5826 9.7544 1.3906 4.0737 10.5641 19.5866 6.5579 5.5923 0.4809 0.3125 0.9466 8.671 18.629 24.8439 35.4253 0.6499 0.4141 0.6192 0.0517 0.055 1.0296 0.1501 0.8039 2.8014 0.262 0.8396 0.301 0.2006 0.6494 0.8896 0.0636 0.114 0.0345 0.0188 0.0433 0.0535 0.293 0.0464 0.1685 0.0956 0.1048 0.7243 15.2908 0.3288 1.6661 11.5131 1.4096 0.2744 1.8699 0.0472 2.8705 0.1109 0.5901 0.1456 0.9803 59.4367 3.6706 0.2217 0.1193 0.918 0.8652 0.5889 0.4878 2.452 -

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 Yes