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Total Requirement Coefficients (Supply, Use and Input-Output Tables 2010)

Description

Singapore Department of Statistics 2010 Supply, Use and Input-Output Tables Leontief inverse (output multipliers): total direct and indirect input requirements from industries for every 1,000 units of an industry’s final output. Economists use the coefficients for multiplier and structural analysis of Singapore’s economy. Adapted from SingStat TableBuilder CT/16311.

Official description

Source: SINGAPORE DEPARTMENT OF STATISTICS Data Last Updated: 25/03/2026 Update Frequency: Annual Survey period: Supply, Use and Input-Output Tables 2010 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/16311

Last updated
Rows
106
Columns
106

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 1008.4991 1.5589 0.617 0.6056 1.5653 0.8366 1.1947 0.7421 0.0136 0.0047 0.0301 0.0116 0.0106 0.0117 0.0053 0.0179 0.0099 0.0719 0.0396 0.0209 0.0044 0.0108 0.0198 0.0103 0.0109 0.0051 0.0045 0.0074 0.0076 0.037 0.0073 0.0054 0.009 0.0092 0.0071 0.0082 0.0142 0.0061 0.0078 0.0072 0.0078 0.0208 0.0068 0.0098 0.01 0.0041 0.0112 0.0342 0.1356 0.1059 0.1147 0.0742 0.0242 0.0329 0.1259 0.0345 0.0243 0.0157 0.0294 0.1024 0.0347 0.0234 0.0955 0.2504 0.0046 0.0335 0.0612 0.0138 0.0964 0.0104 0.0081 0.0161 0.0073 0.0271 0.0308 0.0178 0.0064 0.0207 0.0258 0.0189 0.032 0.0627 0.0431 0.0379 0.0246 0.0396 0.0205 0.0176 0.0513 0.0151 0.8127 0.0259 0.0406 0.0414 0.0242 0.0198 0.1157 0.1104 0.0347 0.0517 0.0954 0.0018
002 Livestock 0.0692 1000.0447 0.0598 7.5234 0.013 0.0231 0.4418 0.0355 0.1058 0.0088 14.8626 0.0122 0.0061 0.0074 0.0016 0.0096 0.006 0.0249 0.0231 0.006 0.0032 0.0066 0.0089 0.005 0.0047 0.0026 0.002 0.0048 0.0044 0.0213 0.0048 0.0026 0.0062 0.0072 0.0036 0.0045 0.0051 0.0104 0.0042 0.004 0.007 0.0227 0.0115 0.0048 0.0053 0.0077 0.0174 0.0196 0.01 0.0099 0.0113 0.0095 0.0203 0.0163 0.0205 0.0503 0.0418 0.0063 0.0142 0.0091 0.0066 0.0124 0.0553 2.7826 0.0047 0.1059 0.019 0.0095 0.0097 0.0044 0.004 0.0074 0.0036 0.008 0.0022 0.0102 0.0062 0.0127 0.0062 0.0051 0.3623 0.0102 0.0082 0.0148 0.0089 0.0125 0.0088 0.0092 0.0157 0.0038 0.0089 0.0091 0.0103 0.0163 0.0093 0.0067 0.0417 0.0627 0.0565 0.1029 0.1484 0.0001
003 Fishing and aquaculture 0.044 0.0246 1005.5963 0.9532 0.0098 0.008 0.0266 0.0118 0.0096 0.0023 0.0029 0.0066 0.0054 0.0071 0.0015 0.0106 0.0063 0.0104 0.008 0.0058 0.0015 0.0062 0.0103 0.005 0.0061 0.0027 0.002 0.0044 0.0039 0.0243 0.0043 0.0025 0.0062 0.0061 0.0042 0.0041 0.0087 0.0032 0.0048 0.0038 0.0049 0.0179 0.0033 0.0041 0.0057 0.0064 0.0159 0.0226 0.0333 0.0152 0.0207 0.0125 0.0169 0.0158 0.0516 0.0614 0.0314 0.0074 0.0367 0.0222 0.0103 0.0119 0.5207 1.4506 0.0039 0.0656 0.0439 0.0088 0.0108 0.0043 0.0045 0.0063 0.0039 0.0091 0.0093 0.0095 0.0048 0.0129 0.0143 0.0084 0.0073 0.0471 0.0951 0.0187 0.0095 0.0266 0.0122 0.0065 0.0272 0.0047 0.0464 0.0111 0.0147 0.021 0.0086 0.0072 0.0256 0.0878 0.0595 0.0654 0.035 0.0001
004 Food preparations 1.3401 1.099 0.9132 1098.1647 0.4821 1.0734 7.9354 1.1993 0.1085 0.0374 0.0648 0.1253 0.0971 0.1005 0.0289 0.1111 0.1021 0.7241 1.2479 0.1028 0.0228 0.0939 0.1154 0.0711 0.0749 0.033 0.0336 0.0823 0.093 0.0819 0.0685 0.0461 0.0897 0.08 0.0416 0.056 0.0407 0.0556 0.05 0.0463 0.0558 0.2527 0.0796 0.0563 0.0707 0.0834 0.1783 0.2018 0.1059 0.0847 0.1035 0.0909 0.2015 0.2281 0.0782 0.8763 0.3619 0.0981 0.7758 0.0733 0.075 0.1229 5.0822 22.6706 0.0505 0.8483 0.083 0.0984 0.1697 0.0485 0.0468 0.0729 0.0448 0.1263 0.0225 0.1051 0.0647 0.1311 0.0658 0.0541 0.0719 0.1192 0.1007 0.1577 0.097 0.0466 0.0792 0.086 0.2786 0.045 0.1784 0.1111 0.1237 0.2029 0.0875 0.11 1.0796 1.0844 0.2659 0.9072 1.0483 0.0002
005 Oils and fats 0.0805 0.4052 0.0857 0.3381 1041.4259 2.574 4.1924 0.5844 0.1667 0.0274 0.0441 0.0865 0.1781 0.0984 0.0243 0.6473 0.1183 1.5579 0.9955 5.1201 0.0157 0.0837 0.1247 0.1023 0.0653 0.1102 0.0357 0.0795 0.0958 0.0665 0.05 0.0451 0.0704 0.039 0.0284 0.0376 0.0252 0.0398 0.023 0.014 0.0281 0.1114 0.0893 0.0442 0.0913 0.0279 0.0524 0.1292 0.0704 0.0431 0.046 0.0458 0.0411 0.0346 0.0294 0.0526 0.0531 0.0216 0.0307 0.0198 0.0392 0.0323 2.136 1.8119 0.0257 0.0946 0.0247 0.0182 0.057 0.0085 0.0095 0.0137 0.0086 0.0215 0.0083 0.0152 0.0099 0.0283 0.0194 0.0281 0.0587 0.0564 0.0956 0.1047 0.0275 0.0176 0.031 0.0111 0.088 0.0136 0.1047 0.0367 0.0508 0.1717 0.0254 0.0553 0.1673 0.1537 0.0415 0.1107 0.3386 0.0001
006 Dairy products 0.4998 7.6584 0.7829 6.4223 7.5091 1043.4114 50.1515 11.0084 0.704 0.1558 0.2269 0.1801 0.3357 0.2515 0.0316 0.1565 0.1307 26.9731 5.2284 0.3429 0.0952 0.1689 0.9942 0.0914 0.1999 0.0704 0.0804 0.1029 0.1061 0.2134 0.0904 0.0574 0.4621 0.0928 0.0601 0.0767 0.0879 0.0628 0.0887 0.0662 0.0951 0.3078 0.4582 0.2716 0.1319 0.0971 0.257 0.5794 0.1965 0.2205 0.2152 0.2708 0.1849 0.2133 0.1609 0.3774 0.2949 0.1451 0.2417 0.1558 0.3422 0.3047 7.0437 14.5102 0.1332 0.6824 0.1875 0.2928 0.9979 0.1074 0.0895 0.2413 0.0892 0.2128 0.0718 0.1521 0.0972 0.3317 0.2472 0.2249 0.4524 0.3415 1.0939 0.2257 0.1323 0.0961 0.2181 0.0776 0.4428 0.0786 0.2663 0.2438 0.2252 0.5141 0.175 0.2626 1.159 1.1208 0.2882 0.7582 1.897 0.0003
007 Other food products n.e.c 1.7483 37.985 3.1959 24.2598 2.7682 23.0035 1075.9121 49.8797 1.0055 0.2561 1.8789 0.6715 0.7249 0.5842 0.1033 0.5481 0.4467 32.8575 21.9681 1.1668 1.4053 0.4401 1.4782 0.2971 0.4103 0.223 0.1798 0.3059 0.3225 1.5441 0.2545 0.1818 0.798 0.2971 0.1858 0.22 0.2114 0.1984 0.2507 0.1629 0.2448 0.7941 0.7964 1.361 0.3312 0.2572 0.6289 1.1731 0.6166 0.4692 0.4799 0.526 0.6089 0.7554 0.3892 1.2926 0.8751 0.3654 0.9032 0.4653 0.5932 1.1271 7.7596 49.2462 0.2806 2.194 0.3842 0.7098 4.3623 0.2178 0.175 0.3258 0.2879 0.4793 0.1543 0.3654 0.2172 0.5168 0.3531 0.3865 1.3187 0.7487 1.5269 0.5994 0.446 0.3443 1.0185 0.247 0.8448 0.3115 1.0357 0.9455 0.8162 1.0157 0.3916 1.2718 1.9738 2.099 0.7417 2.4706 4.8345 0.0007
008 Beverages and tobacco products 0.9045 0.5711 0.8093 0.6831 1.0535 0.8044 0.8802 1166.0561 0.1853 0.0695 0.0963 0.2333 0.1931 0.2073 0.0719 0.2481 0.3123 0.3323 0.2493 0.1602 0.0383 0.2267 0.2066 0.1576 0.1337 0.0805 0.0792 0.2011 0.2355 0.188 0.1602 0.1181 0.1658 0.1788 0.0985 0.1286 0.1011 0.1332 0.1186 0.098 0.1357 0.5012 0.1612 0.0926 0.1578 0.1691 0.3558 0.3865 0.2326 0.2191 0.2444 0.2832 0.3855 0.464 0.248 1.3274 0.6261 0.2621 0.9071 0.1885 0.2608 2.0361 9.6355 35.1609 0.0971 1.4528 0.2304 0.4843 1.7551 0.1258 0.1119 0.176 0.1563 0.3463 0.0886 0.2177 0.1311 0.2844 0.1751 0.1523 0.1428 0.362 0.2943 0.3467 0.2034 0.1088 0.3189 0.1587 0.5477 0.1426 0.1856 0.3503 0.3381 0.8221 0.1876 0.2815 0.8093 1.4886 1.3616 1.5304 3.6649 0.0005
009 Textiles 0.015 0.0356 0.0308 0.035 0.027 0.034 0.027 0.2927 1124.9302 7.3008 1.0625 0.2672 0.5832 0.0625 0.0034 0.0122 0.0222 0.0226 0.0176 0.0351 0.0041 0.136 0.0155 0.3 0.019 0.0126 0.0049 0.0108 0.0122 0.0228 0.0733 0.0139 0.0132 0.0461 0.0274 0.0228 0.0065 0.0397 0.0258 0.0075 0.0095 0.5663 0.2066 0.0265 0.727 0.0062 0.0144 0.0249 0.0307 0.0994 0.0979 0.1059 0.0263 0.0275 0.0247 0.0214 0.0125 0.0079 0.0179 0.0111 0.1001 0.0183 0.4412 0.0263 0.0058 0.2635 0.0379 0.0049 0.0079 0.0042 0.0032 0.0043 0.0026 0.0131 0.0104 0.0052 0.0027 0.0101 0.017 0.0102 0.0158 0.0382 0.135 0.0172 0.0164 0.0317 0.0344 0.0054 0.0579 0.0047 0.0178 0.0183 0.0576 0.027 0.0518 0.0327 0.3252 0.2543 0.042 0.4757 0.9312 -
010 Wearing apparel and fur products 0.097 0.0796 0.0716 0.1364 0.0606 0.1616 0.1019 0.0768 1.9261 1045.8634 0.6684 0.9833 0.243 0.0964 0.0272 0.0834 0.0881 0.097 0.0544 0.0687 0.0129 0.182 0.0773 0.1931 0.0578 0.028 0.0251 0.0635 0.0835 0.0914 0.0507 0.0406 0.0642 0.0829 0.0836 0.0586 0.0607 0.0591 0.0591 0.0233 0.0793 0.1459 0.3658 0.0555 0.2354 0.033 0.0839 0.1391 0.2255 0.2742 0.1277 0.1261 0.1417 0.892 1.0024 0.106 0.0792 0.1438 0.1263 0.0717 1.6587 0.373 0.2095 0.5646 0.0258 0.8618 0.1492 0.0342 0.0466 0.029 0.0186 0.0689 0.0174 0.0534 0.0178 0.0448 0.0262 0.1198 0.0769 0.0548 0.088 0.1327 0.0628 0.0731 0.0524 0.1169 0.2148 0.1291 0.0905 0.077 0.0725 0.1128 0.1196 0.2291 0.1856 0.2628 1.085 1.1363 0.3719 0.2064 1.0556 0.0017
011 Footwear and leather products 0.0245 0.0132 0.0155 0.0116 0.0123 0.0088 0.0087 0.008 7.0162 0.4583 1061.2143 0.3697 0.0566 0.0377 0.0014 0.007 0.0056 0.0049 0.0055 0.0037 0.0008 0.0212 0.0058 0.0227 0.0048 0.0057 0.0018 0.0051 0.0056 0.0215 0.0051 0.003 0.004 0.0058 0.0106 0.0265 0.0033 0.4983 0.0032 0.0033 0.1627 0.0823 0.5353 0.039 0.0186 0.0036 0.0131 0.0272 0.0264 0.0762 0.0419 0.0317 0.0267 0.0188 0.0089 0.0108 0.0068 0.0044 0.0091 0.0057 0.0054 0.0079 0.0107 0.0086 0.003 0.2895 0.0358 0.0029 0.0042 0.0028 0.0017 0.0051 0.0017 0.0104 0.0034 0.0036 0.0017 0.0182 0.0096 0.0051 0.0155 0.0193 0.0081 0.0072 0.008 0.0351 0.0384 0.0026 0.007 0.0021 0.0042 0.007 0.0146 0.0319 0.0139 0.0396 0.1546 0.1067 0.017 0.0165 0.1474 -
012 Wood and wooden products (except furniture) 0.3656 0.2534 0.1627 0.9751 3.5314 3.7443 1.9394 3.3569 1.4178 0.499 0.3214 1085.609 0.8673 0.7007 0.0546 0.2713 0.3575 1.0359 0.4596 0.7305 0.0908 0.7834 1.206 0.5281 2.6817 0.1417 0.1455 0.1686 0.104 0.6174 2.5015 0.16 0.4791 1.3195 0.4717 0.6671 0.2858 0.5665 0.2731 0.1056 0.2486 14.0673 17.0779 0.7206 5.2049 0.0366 0.1029 0.1439 0.2301 2.4378 2.0936 2.5586 0.1209 0.2564 0.2065 0.1138 0.0787 0.1663 0.2373 0.1222 2.3829 0.2734 0.2131 0.394 1.2101 0.1646 0.1971 0.0732 0.1088 0.0523 0.0301 0.054 0.0341 0.3231 0.2134 0.0791 0.0426 0.1146 0.3254 0.5768 0.1251 0.5089 0.9472 0.1432 0.3378 0.3528 0.2493 0.0837 0.0973 0.0402 0.1568 0.2099 1.15 0.214 0.4227 0.3748 0.1694 0.2815 0.1424 0.1812 0.247 0.0004
013 Paper and paper products 0.8208 0.4725 0.2408 3.8269 4.2439 5.3076 3.7709 7.0385 2.7821 0.7796 1.574 1.837 1097.3864 38.8309 0.0672 0.2726 0.6318 1.6821 1.0888 1.1326 0.1404 2.2822 1.7426 1.1117 1.691 1.2021 0.4046 0.4294 0.3946 1.0333 0.7791 1.947 5.0158 0.6125 0.2323 0.5913 0.3186 0.3159 0.2396 0.0949 0.4146 6.1478 8.1466 1.4476 17.4615 0.0671 0.2142 0.2273 1.6512 0.4418 0.447 0.4668 0.4721 0.6973 0.3344 0.1602 0.1721 0.2372 0.4273 0.3546 1.5333 1.0025 0.9664 0.8116 0.212 0.3476 0.3003 0.3559 0.6515 0.222 0.4498 0.6782 0.2137 0.2737 0.1111 0.2148 0.2197 0.2372 0.7039 0.6073 0.4771 2.7772 1.5355 1.1026 0.861 0.2008 0.3452 0.3324 0.6579 0.2048 0.6672 2.0274 1.3926 0.5417 1.0138 0.3605 0.952 1.0238 0.5678 1.833 0.7682 0.0006
014 Printing and reproduction of recorded media 3.8315 2.1328 2.3284 2.4097 2.492 2.3432 2.6729 7.083 3.3572 0.9345 1.6536 1.5526 10.957 1075.1926 0.3567 1.1199 1.1149 1.2275 0.8232 0.8214 0.4163 2.0649 1.6165 1.1357 1.7067 0.4635 0.632 0.9568 1.7093 1.4192 1.1351 1.2853 2.0039 2.0768 0.6581 1.1182 0.852 2.1008 0.8564 0.4559 2.0183 2.5919 2.0208 1.9903 4.1782 0.4614 2.6618 1.2372 5.1485 1.3443 1.4099 1.5925 4.6781 5.6356 2.1202 0.5423 0.961 1.2211 1.3607 2.0077 2.1315 6.4952 5.7251 4.0165 2.3609 4.7632 3.9157 1.4978 3.0244 1.3078 1.8676 2.5292 0.9543 2.3177 0.4262 1.9532 1.0203 2.8267 11.9389 1.9011 3.1383 64.6064 3.8439 3.5656 2.014 1.9256 2.7712 1.4883 3.4257 1.0748 2.1254 38.9109 5.3554 3.7378 7.4512 1.8739 4.9501 10.0641 5.612 8.4327 6.7157 0.0037
015 Petroleum products 20.797 14.2617 28.1905 6.6207 16.4749 7.6034 9.741 3.2984 10.2417 1.7379 2.3349 4.4755 8.3665 6.1584 1015.8865 25.7539 56.5665 12.1284 11.1306 13.9001 0.9505 19.2359 15.1232 20.7249 4.7052 8.2194 2.1679 4.0191 4.1297 4.5554 6.1428 4.8092 20.5027 6.1527 4.4939 4.1157 4.9135 4.2303 4.0903 3.5459 3.9587 5.1124 2.1692 3.2625 9.1695 74.3345 2.1602 25.547 28.5925 10.2583 13.5124 12.1039 7.935 6.1117 59.0133 55.353 16.4189 4.6911 31.8646 10.1223 9.8424 5.5024 6.7134 13.2889 2.4063 4.8174 5.1861 1.7453 2.3697 1.339 0.887 2.9151 1.551 5.1528 1.4645 3.9973 2.7688 3.8455 4.0479 10.5554 4.1 5.3649 5.3425 5.5521 3.1967 5.6699 5.1218 1.7801 10.52 3.7464 10.2469 7.3796 5.892 6.6999 3.7053 4.5428 6.7423 6.6732 3.8398 6.3385 6.24 0.0972
016 Basic chemicals and chemical products 7.1586 1.8111 2.2071 1.681 2.928 1.5756 2.2697 1.4032 2.1327 0.4769 0.6602 1.6038 2.3761 2.0292 0.3663 1025.8378 25.2156 29.1059 65.4017 44.7393 2.1962 7.9121 18.0232 48.905 15.5219 9.245 1.1631 2.49 1.7143 2.7334 3.1046 2.9826 2.039 3.5522 2.5255 1.7289 18.3472 0.8189 1.0734 0.3164 0.7585 6.1952 2.0353 2.5535 2.8532 0.4775 1.8504 16.252 3.4616 3.0264 2.9356 3.1575 0.9654 0.9751 1.8024 0.4665 0.3967 0.5871 0.5139 0.6471 1.9723 0.8931 1.0717 1.1212 3.9433 1.0413 1.8954 0.3541 0.4836 0.2596 0.1544 0.3103 0.1507 1.3494 0.5181 0.3224 0.1919 0.495 0.9907 5.4467 7.6728 1.9942 2.7823 1.6263 0.7159 1.9339 1.1369 0.2169 0.8717 0.3431 3.1237 1.1289 2.0322 2.1145 1.0169 6.1459 2.935 3.1312 0.9548 1.3105 11.9472 0.003
017 Petrochemicals and petrochemical products 5.1315 5.6245 2.6006 11.5859 5.6287 11.0452 5.2783 5.3541 6.952 1.8409 3.0991 24.0039 26.58 28.8764 0.6212 14.3133 1542.1592 70.2804 60.7633 87.1133 3.9182 351.3201 25.8254 5.1327 4.9599 21.0007 4.6214 4.7362 2.954 5.5438 92.258 88.5995 10.4164 11.6004 2.7622 10.5039 6.8368 3.9492 2.2323 0.7057 3.3052 31.0546 14.9359 13.9273 73.7492 0.8046 3.8016 25.9208 7.8021 7.2131 11.0379 6.7254 3.867 3.3793 2.38 0.7177 0.6469 1.7098 1.3726 1.4613 4.108 1.8322 2.2701 3.2303 1.4771 2.6022 3.0155 1.3078 2.3355 0.7891 0.4734 1.2715 0.4605 3.1433 1.3786 0.9405 0.5863 1.6873 2.8449 24.7817 6.7849 6.6071 8.9547 13.5881 2.6784 2.0047 2.7049 0.4994 1.887 0.7356 5.5426 4.9666 10.7068 3.3687 2.6291 2.1914 8.6723 9.2686 2.8232 3.7352 7.8001 0.0041
018 Paints and related products 1.4405 1.221 0.758 0.5403 0.4755 0.6128 0.5139 0.8281 25.0463 5.0177 0.8256 0.7212 8.5012 5.8586 0.135 0.9467 0.8906 1102.4563 0.876 2.801 0.1203 2.9783 36.6286 0.8411 5.4681 1.0045 1.8129 0.6901 0.6981 2.4428 0.8597 0.4069 14.452 0.6555 0.5562 0.8541 1.1057 0.3714 1.3081 0.2525 0.7179 3.2341 14.9793 0.4619 2.3112 0.3454 2.2573 15.0437 1.3897 5.6169 4.4161 7.6736 0.5264 0.6827 1.6507 0.4016 0.3205 1.0968 0.5605 0.5954 8.3025 1.0283 0.8309 0.5541 2.6362 1.3401 1.986 0.2839 0.3878 0.2526 0.156 0.4041 0.1179 0.7661 1.0849 0.2523 0.1258 0.4068 1.4646 3.8294 0.6251 4.5708 40.9566 1.2055 0.3721 1.1016 0.9092 0.2457 0.4244 0.2003 0.5233 0.9393 1.1094 1.6624 2.165 0.4846 9.9628 7.6465 0.8243 0.8521 19.2448 0.0029
019 Detergents, perfumes, cleaning and toilet preparations 0.6773 0.3216 0.3274 0.5389 1.1363 0.7066 0.5928 1.0586 0.4943 0.6215 0.62 0.6118 9.7778 4.5952 0.0729 0.7215 0.7493 1.7109 1037.854 4.491 0.1278 0.8395 1.2511 0.8908 0.7983 0.9241 0.2211 0.3486 0.2815 0.5755 0.2452 0.312 6.5796 0.3238 0.3077 0.2796 0.1987 0.2023 0.2387 0.0881 0.3224 1.1282 5.9238 0.3823 1.9358 0.1903 1.0995 6.8645 2.4811 0.7398 0.5529 0.5392 0.5044 0.4781 0.4633 0.1853 0.2441 0.3582 0.3893 1.379 1.1311 0.9912 2.3616 1.7644 1.9782 0.6832 0.6695 0.1998 0.3221 0.2202 0.1698 0.6748 0.1306 0.4363 0.3785 0.1891 0.4677 0.2808 0.5474 0.4186 0.492 1.1135 0.7884 0.8633 0.4041 1.8351 1.9854 0.2229 5.219 0.3659 33.867 1.2315 1.3162 1.2178 1.4734 4.5174 2.5183 2.3882 0.4645 4.3768 10.2643 0.0008
020 Other chemical products 2.3445 0.8676 1.0557 1.2778 0.9834 1.2498 1.3314 1.1475 21.3517 2.171 2.6475 5.069 4.4573 9.5825 0.5822 6.7765 5.2729 17.3539 19.3672 1054.6511 0.5173 5.887 5.1869 6.6809 3.6437 18.0617 3.3343 3.8664 2.3927 5.2242 2.0287 1.9818 2.8172 1.6917 1.7209 2.6193 0.6467 0.9905 0.8262 0.2187 0.792 2.4362 2.947 3.6016 9.7914 0.3926 1.2911 8.6188 3.22 1.34 1.2792 1.3438 0.7344 0.6973 0.6885 0.308 0.3246 0.3223 0.5762 0.8078 2.2129 0.8276 1.2877 1.0944 1.135 0.9664 0.7395 0.2916 0.5806 0.2147 0.135 0.3844 0.1574 0.462 0.3084 0.317 0.2615 0.4559 0.7976 1.0781 3.3603 2.194 4.4296 15.6478 0.7396 0.8289 1.7122 0.1577 1.669 0.473 9.8403 1.718 1.6856 1.2722 1.3035 2.2137 2.3229 2.1938 0.8621 2.5705 7.0526 0.0012
021 Pharmaceuticals and biological products 0.458 4.7735 0.713 5.0238 5.9138 3.7318 9.7014 0.9684 0.2812 0.1173 0.3087 0.6869 0.6147 0.4849 0.2696 0.8967 1.8329 1.4315 1.5601 1.0453 1046.8607 0.7914 0.6747 0.835 0.4942 0.3082 0.228 0.7371 1.03 1.0829 0.5075 0.476 0.3983 0.3641 0.2415 0.2864 0.152 0.4201 0.2379 0.1316 0.2811 0.9674 0.6648 2.2591 0.4941 0.2596 0.4397 0.6737 0.5544 0.3449 0.3587 0.3349 0.3653 0.3202 0.256 0.2034 0.2511 0.1288 0.3651 0.2677 0.6792 0.1716 0.5511 1.0964 0.1834 0.4713 0.1999 0.1066 0.2665 0.1656 0.0796 0.231 0.0899 0.1616 0.0545 0.1563 0.077 0.3127 0.219 0.2912 8.6133 0.687 0.3045 0.3144 0.473 0.174 0.8451 0.0898 0.3455 0.2367 0.5431 0.7993 0.8141 4.0086 0.207 31.633 1.2154 1.15 0.3881 7.4906 0.6704 0.0004
022 Rubber and plastic products 2.3415 7.4964 1.3391 19.6525 8.7328 18.6407 7.4818 6.4434 7.3706 1.2974 1.7608 13.9032 16.8201 7.1361 0.208 0.8664 2.1635 3.4761 2.0865 2.2511 1.1983 1065.7601 1.469 1.5077 2.1976 2.0447 2.7432 1.0399 0.9875 1.7334 1.9498 1.232 11.9942 7.2576 1.5437 5.0728 1.4937 4.3429 1.4017 0.4056 3.4003 11.5852 13.2966 9.5442 28.9519 0.1831 0.4116 0.6069 1.0651 3.1827 4.4118 3.6616 0.8407 1.427 1.2892 0.3373 0.3073 0.4812 0.9393 0.3703 2.3583 1.2459 0.9751 3.4338 0.9622 2.2048 1.2161 0.5709 1.8393 0.2995 0.1814 0.5098 0.1952 0.6127 0.4668 0.3876 0.2183 0.4765 1.2181 2.1899 0.9261 2.4572 0.9743 0.6833 1.999 0.9367 1.0757 0.2498 0.6604 0.2755 0.9647 1.4722 2.0872 1.0781 1.8393 0.5902 0.8548 2.0733 1.6042 1.8573 0.8684 0.0022
023 Other non-metallic mineral products 0.7605 0.575 0.3994 0.3095 0.1937 0.2897 0.465 0.9386 0.2026 0.1048 0.1275 0.3676 0.3248 0.3369 0.0621 0.636 0.6233 0.6671 1.0364 0.7728 0.2447 0.4347 1088.6307 0.8483 0.8171 1.8081 0.2853 0.5726 0.3599 9.1082 0.2481 0.2225 0.238 1.0409 0.3151 1.1762 0.7069 1.9504 0.3366 0.2572 1.6451 1.3598 0.4727 0.5957 0.63 0.0938 0.2617 0.8124 1.6331 38.3981 31.355 35.6303 0.2839 0.5238 0.54 0.2004 0.1463 0.411 0.2699 0.4161 0.2728 0.1932 0.6131 0.3969 0.1091 0.2972 0.7165 0.1267 0.1709 0.1082 0.0658 0.1054 0.0782 0.8546 2.6916 0.1717 0.0811 0.2114 0.3496 2.3936 0.4526 0.6953 2.233 0.3562 0.2478 0.4076 0.4483 0.8023 0.2484 0.2062 0.3713 0.5652 0.4192 0.5868 0.2919 0.3071 0.724 1.1632 0.3153 0.3393 0.7136 0.0009
024 Basic metals 0.5002 0.1809 0.2202 0.2592 0.5476 0.6603 0.4054 0.423 0.3972 0.1575 0.3988 1.888 2.4035 0.3314 0.0242 0.1144 0.2764 0.3711 0.2266 0.3659 0.0145 0.3127 1.5806 1009.3135 10.4039 0.235 0.1567 0.321 0.1955 0.6179 7.7915 13.537 2.4602 1.7311 2.6065 2.0192 0.5169 0.3908 1.8146 0.0537 0.5265 1.3999 1.6919 0.2614 1.6262 0.0312 0.092 0.2648 17.4035 2.6581 2.5796 2.8666 0.119 0.1554 0.1539 0.0831 0.0496 0.0868 0.1067 0.1191 0.3088 0.0793 0.1252 0.1798 0.0269 0.1085 0.1299 0.0539 0.0847 0.036 0.0205 0.037 0.0402 0.1724 0.2351 0.0491 0.0388 0.0689 0.1281 0.6373 0.2635 0.2388 0.447 0.1688 0.093 0.2208 0.4788 0.1081 0.0762 0.0509 0.1505 0.2071 2.2527 1.2142 0.0886 0.0802 0.1366 0.1946 0.0945 0.1306 0.1941 0.0003
025 Fabricated metal products (except machinery and equipment) 2.4953 2.4532 1.6567 5.3292 12.0508 16.2283 9.1249 9.7598 8.1446 2.6707 8.0704 8.3149 9.1905 3.6607 0.4088 1.5954 6.3947 5.3568 2.6159 3.9897 0.1906 6.1035 5.3058 15.5976 1049.1236 2.5888 4.9547 15.1192 7.7104 6.9404 24.1739 25.1783 15.844 20.7792 28.5279 33.1065 24.2086 10.1799 21.1395 0.7711 4.0512 10.2403 5.9577 5.5547 9.4048 0.4076 1.0067 1.7054 18.6174 42.1043 41.8265 45.135 1.2959 2.0584 2.1549 1.1562 0.6606 1.4308 1.4196 2.0966 7.8574 1.7034 2.4308 2.3227 0.6317 1.9651 2.4944 0.794 1.3017 0.4787 0.2919 0.5579 0.3473 3.0989 3.7579 0.8649 0.5143 1.1775 1.7663 11.6043 1.4852 3.8736 9.9736 2.7325 1.4633 3.1464 2.941 1.8181 0.9874 1.4038 1.3134 3.0403 45.205 14.2562 1.1303 0.8229 2.0545 3.6583 1.8084 1.8056 3.2738 0.0038

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