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CSV Singapore Department of Statistics

Total Requirement Coefficients (Supply, Use and Input-Output Tables 2015)

Description

Total requirement coefficients (Leontief inverse) from Singapore’s 2015 Supply, Use and Input-Output Tables, published by the Singapore Department of Statistics in CSV with detailed industry rows from agriculture through services. Each column shows direct and indirect input needs per 1,000 units of final output for multiplier analysis.

Official description

Source: SINGAPORE DEPARTMENT OF STATISTICS Data Last Updated: 25/03/2026 Update Frequency: Annual Survey period: Supply, Use and Input-Output Tables 2015 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/16371

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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 1059.9717 0.9985 1.4933 1.5969 2.2017 0.7531 0.3572 0.3012 0.0074 0.0038 0.0465 0.0083 0.0073 0.0074 0.0023 0.0223 0.0052 0.0458 0.0134 0.0259 0.0021 0.0064 0.0103 0.0052 0.0061 0.003 0.0035 0.0055 0.0057 0.0124 0.0042 0.0055 0.004 0.0065 0.0053 0.0198 0.0085 0.0033 0.0075 0.0044 0.0037 0.009 0.0039 0.0135 0.0056 0.0068 0.0071 0.0283 0.0832 0.1473 0.1608 0.0971 0.0149 0.0248 0.0828 0.0209 0.0189 0.0303 0.0204 0.0577 0.0328 0.0161 0.0899 0.2177 0.0039 0.0262 0.0267 0.0081 0.011 0.0074 0.0049 0.0131 0.0038 0.022 0.0248 0.0122 0.0113 0.009 0.017 0.0149 0.0148 0.0239 0.0213 0.024 0.0126 0.0343 0.0062 0.0118 0.0424 0.0117 0.7394 0.0097 0.0204 0.0255 0.0182 0.0165 0.1262 0.0915 0.0526 0.0358 0.1195 0.0009
002 Livestock 0.1046 1000.0418 0.17 14.2054 0.0126 0.0229 0.5445 0.0412 0.028 0.0087 42.5289 0.023 0.0102 0.0137 0.0012 0.0081 0.0047 0.0331 0.0201 0.0058 0.0041 0.0086 0.0098 0.0049 0.0078 0.003 0.0051 0.0066 0.0054 0.0144 0.0082 0.0108 0.0055 0.0121 0.0068 0.024 0.0086 0.0252 0.0106 0.0046 0.0076 0.0532 0.0147 0.016 0.0097 0.0026 0.0049 0.011 0.0127 0.0216 0.0196 0.019 0.0249 0.0235 0.0321 0.049 0.0814 0.0146 0.0576 0.007 0.0152 0.0179 0.0814 3.2711 0.0091 0.1625 0.0165 0.0148 0.0118 0.0091 0.0037 0.0061 0.0041 0.012 0.0036 0.0147 0.0078 0.0117 0.0087 0.0109 0.3879 0.0144 0.032 0.0431 0.0098 0.0214 0.0043 0.0073 0.0341 0.0047 0.0113 0.0106 0.0166 0.0224 0.0226 0.0186 0.0504 0.0793 0.1849 0.0694 0.1749 0.0001
003 Fishing and aquaculture 0.0104 0.3593 1003.711 0.4267 0.0037 0.0026 0.0138 0.0056 0.0068 0.0025 0.0167 0.0051 0.0039 0.0053 0.0006 0.0045 0.0027 0.0051 0.0022 0.0028 0.0008 0.0037 0.0055 0.0029 0.0037 0.0016 0.0023 0.003 0.0023 0.0088 0.0031 0.0039 0.0026 0.0052 0.0035 0.0147 0.006 0.0016 0.0052 0.0022 0.0029 0.006 0.0021 0.0091 0.0038 0.0037 0.0097 0.009 0.0185 0.0125 0.0161 0.0092 0.0103 0.0099 0.0396 0.0352 0.0264 0.0086 0.0252 0.0111 0.0109 0.0077 0.2705 0.7778 0.0036 0.0476 0.0205 0.0057 0.0069 0.0036 0.0021 0.0028 0.0019 0.0067 0.0057 0.0064 0.0032 0.0049 0.0094 0.0078 0.0054 0.0242 0.0745 0.0153 0.0045 0.0278 0.0051 0.0033 0.0267 0.0031 0.0274 0.0046 0.0086 0.012 0.0082 0.008 0.0145 0.0467 0.0432 0.0225 0.0161 0.0001
004 Food preparations 6.1508 0.4943 1.3924 1075.1572 0.4532 0.692 5.9932 0.7674 0.1586 0.0612 0.0776 0.1414 0.1098 0.1236 0.0162 0.0973 0.0586 0.5965 0.7193 0.0863 0.0192 0.0848 0.1138 0.054 0.0817 0.0264 0.0435 0.074 0.0726 0.0598 0.0755 0.1059 0.0512 0.0882 0.0562 0.0906 0.0902 0.0453 0.0798 0.0384 0.0528 0.1527 0.0746 0.0841 0.0824 0.0226 0.0447 0.0827 0.0971 0.1291 0.1073 0.1218 0.1829 0.2231 0.0714 0.9487 0.4804 0.1419 0.6601 0.0434 0.0956 0.1216 4.0705 18.4421 0.0641 0.9291 0.0534 0.0996 0.0905 0.0647 0.0285 0.0439 0.031 0.1102 0.0237 0.103 0.0603 0.0779 0.0815 0.0721 0.0919 0.1338 0.223 0.2667 0.0887 0.0341 0.0087 0.048 0.3904 0.0366 0.1471 0.0878 0.1119 0.1776 0.1394 0.1555 0.771 0.7238 0.8469 0.445 0.8359 0.0001
005 Oils and fats 0.2142 0.2579 0.277 0.4493 1080.1136 5.5458 8.487 0.6701 0.2592 0.0641 0.0827 0.1492 0.4029 0.1859 0.0353 7.517 0.1829 3.1115 1.3155 10.1856 0.0275 0.1458 0.1927 0.214 0.1136 0.1497 0.0784 0.0969 0.0722 0.0984 0.085 0.1021 0.0549 0.0563 0.0621 0.0933 0.4219 0.0459 0.053 0.0186 0.0341 0.1286 0.1364 0.1343 0.1811 0.0168 0.0453 0.1418 0.0862 0.0676 0.0621 0.0668 0.0544 0.0593 0.0383 0.0639 0.1197 0.0601 0.0778 0.0217 0.0543 0.0475 4.4636 2.9685 0.0461 0.2045 0.0395 0.0328 0.0425 0.0211 0.012 0.0183 0.0109 0.0504 0.0124 0.0322 0.0251 0.0267 0.0518 0.0837 0.09 0.1123 0.2258 0.314 0.0533 0.036 0.006 0.0146 0.275 0.0228 0.0739 0.0499 0.0752 0.1449 0.0565 0.1124 0.2617 0.2254 0.1974 0.123 0.6196 0.0001
006 Dairy products 0.4689 3.4727 1.6538 6.4977 7.4125 1043.4252 49.3457 9.6303 0.2309 0.1107 0.4171 0.2547 0.3573 0.241 0.0273 0.2848 0.128 30.9319 3.6881 0.4135 0.1354 0.1854 0.6448 0.096 0.2203 0.1626 0.2571 0.2107 0.1418 1.4849 0.1279 0.1687 0.234 0.1694 0.1089 2.437 0.1427 0.0796 0.1678 0.0638 0.0999 0.2876 0.5067 1.8308 0.1912 0.0737 0.1933 0.2325 0.1703 0.2218 0.1786 0.2255 0.3138 0.27 0.1467 0.3429 0.4329 0.199 0.3913 0.2224 0.1712 0.2723 6.6265 13.2538 0.1737 0.9643 0.1426 0.1832 0.2551 0.0928 0.0598 0.0972 0.0749 0.1799 0.05 0.1486 0.1052 0.126 0.2106 0.2727 0.4072 0.4414 1.2514 0.4108 0.2177 0.2201 0.0924 0.0616 0.6011 0.1381 0.1864 0.2545 0.4529 0.3974 0.2255 0.2738 0.912 0.802 0.7707 0.5153 1.6306 0.0002
007 Other food products n.e.c 4.9007 18.8961 7.5742 25.2894 2.7221 22.6235 1086.1826 46.1928 0.5066 0.2319 3.7311 0.8031 0.892 0.6004 0.0592 0.6636 0.2991 39.9424 16.8536 1.2776 0.6447 0.4074 1.0338 0.2263 0.4531 0.2621 0.2748 0.3894 0.2561 0.9439 0.2901 0.3917 0.4533 0.3475 0.2526 1.513 0.3288 0.1615 0.3944 0.1607 0.2512 0.6078 0.8584 2.6112 0.3801 0.2164 0.5505 0.5084 0.5244 0.5353 0.4036 0.5028 0.6574 0.737 0.3823 1.2796 1.3459 0.5236 1.3599 0.4584 0.4203 1.1569 7.7088 46.4478 0.2855 2.6993 0.3379 0.7059 0.6713 0.2931 0.1207 0.2935 0.2188 0.5249 0.1311 0.4731 0.3422 0.3634 0.559 0.5133 1.1182 1.0328 2.0651 0.9884 0.4559 0.2901 0.0835 0.1712 1.2784 0.4378 0.6343 0.8098 0.9577 0.9231 0.5674 0.8204 1.6514 1.851 2.4399 1.6845 4.6336 0.0006
008 Beverages and tobacco products 0.2533 0.255 1.1193 0.4388 0.6656 0.4593 0.6153 1033.9041 0.2108 0.088 0.0812 0.1905 0.1467 0.1708 0.0276 0.1725 0.1517 0.2448 0.1129 0.1016 0.0363 0.1415 0.1502 0.0857 0.1079 0.0485 0.073 0.1375 0.1324 0.098 0.1247 0.1726 0.0743 0.1411 0.0878 0.1568 0.1224 0.0804 0.1201 0.0602 0.0933 0.2323 0.1118 0.1009 0.1246 0.0475 0.1071 0.1333 0.1263 0.1939 0.1526 0.2208 0.2495 0.2345 0.1255 0.9108 0.59 0.1805 0.6348 0.0811 0.1611 0.5864 5.7472 20.6515 0.1017 1.1262 0.1284 0.3776 0.5615 0.1096 0.0468 0.0831 0.0801 0.1834 0.0533 0.1582 0.1046 0.1813 0.1692 0.1316 0.1336 0.2338 0.2828 0.356 0.1303 0.0523 0.0192 0.0621 0.572 0.077 0.1058 0.1528 0.1816 0.5682 0.194 0.2789 0.4742 0.8886 1.4808 0.5624 2.2322 0.0002
009 Textiles 0.0179 0.0451 0.1037 0.0691 0.0387 0.0293 0.0301 0.2937 1061.5083 8.2454 0.91 0.3815 0.9959 0.0708 0.0023 0.0197 0.025 0.03 0.0238 0.0451 0.0065 0.1882 0.0199 0.3907 0.0224 0.0124 0.0067 0.0129 0.0105 0.0281 0.1217 0.0237 0.0119 0.0445 0.0463 0.0273 0.0145 0.0758 0.0651 0.0149 0.0104 4.018 0.0192 0.0466 0.8996 0.0102 0.019 0.0356 0.0415 0.1423 0.1343 0.147 0.0368 0.0376 0.0377 0.0277 0.0174 0.0232 0.0621 0.0116 0.0766 0.0206 0.4556 0.0257 0.0117 0.3408 0.132 0.0085 0.0157 0.0073 0.0038 0.0068 0.0052 0.0295 0.0149 0.0194 0.0071 0.0081 0.0353 0.0237 0.0312 0.0729 0.1944 0.0603 0.0658 0.087 0.0032 0.0061 0.1442 0.0051 0.0185 0.0204 0.2641 0.0445 0.1163 0.0524 0.5969 0.3468 0.1088 0.47 1.7859 0.0001
010 Wearing apparel and fur products 0.0512 0.0287 0.036 0.0853 0.0399 0.0332 0.056 0.0343 0.3425 1010.9671 0.0988 0.4033 0.1357 0.0486 0.0087 0.0757 0.0367 0.039 0.0195 0.0272 0.0107 0.0686 0.0396 0.0667 0.0311 0.013 0.0182 0.0421 0.049 0.0283 0.0288 0.0404 0.0148 0.0331 0.0399 0.0316 0.112 0.0289 0.0313 0.0086 0.0307 0.0926 0.0519 0.0268 0.0289 0.0184 0.0582 0.2819 0.0809 0.1303 0.0829 0.0779 0.052 0.3449 0.4027 0.0302 0.0274 0.2668 0.0405 0.0178 0.3568 0.1561 0.0522 0.2594 0.0143 0.0666 0.0259 0.0075 0.0137 0.0069 0.0034 0.0099 0.0047 0.0156 0.0092 0.0202 0.0148 0.0326 0.0251 0.0217 0.0226 0.0546 0.0252 0.0347 0.0283 0.0184 0.0035 0.0286 0.031 0.0379 0.0278 0.0253 0.0381 0.0701 0.1172 0.0796 0.3555 0.2865 0.141 0.0924 0.4072 0.0005
011 Footwear and leather products 0.0179 0.0029 0.0059 0.0034 0.0039 0.0023 0.003 0.0027 0.2202 0.0484 1000.2079 0.2491 0.0438 0.0089 0.0004 0.004 0.002 0.0018 0.0015 0.0012 0.0005 0.005 0.0061 0.008 0.0023 0.0013 0.0011 0.0025 0.0021 0.0041 0.0021 0.0022 0.0016 0.0029 0.0033 0.0058 0.0018 0.5067 0.0018 0.0012 0.0322 0.87 0.2069 0.0108 0.0027 0.0027 0.0065 0.0354 0.0352 0.0212 0.0145 0.0135 0.0061 0.0055 0.0017 0.0016 0.0015 0.0026 0.0033 0.0013 0.0013 0.0012 0.0028 0.0029 0.0011 0.0141 0.0084 0.001 0.0017 0.0007 0.0004 0.0009 0.0006 0.0028 0.0014 0.0013 0.0009 0.0098 0.0027 0.0022 0.0037 0.0052 0.0036 0.0028 0.0121 0.0053 0.0004 0.0009 0.0024 0.0006 0.0013 0.0016 0.0496 0.0107 0.0095 0.0091 0.0252 0.0137 0.0054 0.005 0.026 -
012 Wood and wooden products (except furniture) 1.1396 0.1712 0.1946 0.7759 3.8904 2.3084 1.4154 3.1888 0.3487 0.3187 0.6848 1089.8899 0.7567 0.4729 0.0556 0.577 0.4479 1.0797 1.727 0.4973 0.0663 0.658 1.1514 0.2345 2.2967 0.13 0.091 0.1639 0.0769 0.4445 2.6963 0.2656 0.3684 0.7756 0.6096 0.4897 0.3173 0.6541 0.3578 0.1535 0.1917 103.2696 0.1198 0.3614 1.2278 0.0595 0.1742 0.6466 0.249 3.1205 2.6161 3.0623 0.1224 0.2733 0.2047 0.0709 0.0635 0.5496 0.1091 0.0813 1.0949 0.1716 0.2026 0.2964 0.4098 0.1852 0.1964 0.0658 0.1178 0.0425 0.0241 0.0318 0.0297 0.3755 0.2812 0.0765 0.0807 0.0565 0.5967 0.6207 0.1107 0.4191 0.9262 0.1396 1.2389 0.303 0.0166 0.0736 0.1435 0.0337 0.0867 0.1083 6.1471 0.1883 0.5509 0.2955 0.1338 0.3514 0.2164 0.1943 0.199 0.0003
013 Paper and paper products 1.553 0.1772 0.1624 2.4435 2.6612 2.7798 1.8704 4.4114 0.3594 0.2993 0.3042 1.249 1079.1759 20.0258 0.0365 0.4118 0.4301 1.1301 1.1105 0.635 0.0974 1.6808 1.0997 0.78 0.7967 0.4286 0.2651 0.2403 0.1522 0.2765 0.516 1.5002 2.2399 0.2368 0.2218 0.3117 0.1705 0.2286 0.2137 0.0819 0.2507 0.5866 8.8242 1.0599 1.4066 0.0719 0.1663 0.356 0.9563 0.2472 0.2609 0.2565 0.2559 0.4004 0.1894 0.0768 0.1015 0.3541 0.2336 0.1639 0.4822 0.5391 0.4208 0.3895 0.3521 0.1675 0.1526 0.221 0.4368 0.1129 0.171 0.31 0.1306 0.1442 0.0536 0.1263 0.4149 0.2735 0.4698 0.3938 0.2935 0.9811 0.9901 0.4794 0.4089 0.1044 0.0181 0.2457 0.3094 0.1133 0.1762 0.9447 0.3862 0.297 0.5421 0.1784 0.3384 0.5726 0.3001 0.6039 0.3832 0.0003
014 Printing and reproduction of recorded media 2.8676 0.5872 1.9043 1.8004 1.9568 1.3739 1.9397 4.8612 0.8409 0.6876 0.6414 1.3443 7.7513 1066.7549 0.1854 0.9062 0.6126 0.9166 0.5064 0.4514 0.3784 1.4594 1.261 0.8337 1.3474 0.2772 0.8361 0.9665 1.1591 0.7839 1.0116 1.2237 1.0965 1.302 0.613 0.9797 0.7419 2.1483 0.8517 0.4927 1.5526 1.6815 2.112 1.8874 1.8474 0.4149 1.9986 1.6432 2.4776 1.0821 1.0765 1.2412 4.9329 4.4355 1.7644 0.3627 1.0363 2.9154 1.1413 1.2758 1.7551 4.8798 4.3793 2.832 2.3543 2.386 2.2754 1.0943 2.7742 1.0733 0.9273 2.2506 0.6753 1.6076 0.2695 1.4638 2.15 2.0022 8.6977 1.6312 2.768 39.2875 3.082 2.5093 1.4062 1.3391 0.2482 1.6311 4.1472 0.8877 1.1929 33.3453 2.684 3.139 6.4768 1.3713 2.5086 9.6899 4.568 4.2576 4.876 0.0026
015 Petroleum products 5.0333 2.5976 4.8477 5.9374 20.0886 6.0918 8.8226 3.9908 4.3892 1.6113 1.5102 6.2906 13.0782 7.3742 1003.8264 18.355 203.8726 22.3941 12.0162 26.774 1.5207 52.1069 21.6801 23.7136 4.4397 7.9407 2.2565 5.0424 3.8793 3.1937 18.4532 16.3672 19.0069 4.9924 5.7979 4.8036 8.2353 4.2386 6.6478 5.0606 3.7402 4.3254 9.8526 5.8491 11.7698 9.717 2.3837 4.4179 21.7855 12.632 14.3968 14.2993 9.2443 4.91 57.5064 41.3752 44.0707 5.7025 31.2415 4.4213 10.2087 6.8254 4.8603 12.9547 3.9376 6.3465 4.8301 1.3686 2.7287 1.0301 0.5462 1.7498 0.9362 5.1637 1.5339 4.4761 3.3567 2.2294 3.8588 18.4642 3.1126 4.6879 5.4744 5.8083 6.4088 10.3703 0.5008 1.3208 13.2002 4.3547 5.7669 6.9354 9.5213 6.0744 2.7831 5.8057 4.8426 5.713 4.686 4.7465 5.2965 0.0734
016 Basic chemicals and chemical products 10.4208 0.4466 1.1981 0.609 4.7136 0.6755 1.1748 0.4445 0.4542 0.1754 0.2094 0.6381 1.351 0.8864 0.1333 1066.5491 10.6715 14.016 22.6887 13.5877 1.0236 3.2788 6.1438 16.2175 4.2028 1.6932 0.3975 0.7994 0.3009 0.9764 1.46 1.3226 0.5181 1.0008 1.1497 0.7318 56.2195 0.2442 0.6077 0.2229 0.2443 0.6075 1.2287 1.4161 1.4521 0.315 0.8251 4.5958 1.9173 1.104 1.0875 1.0711 0.5269 0.7318 0.9617 0.2195 0.255 0.8554 0.3401 0.3537 1.9284 0.9371 0.8099 0.6071 1.1989 1.1126 1.2528 0.2284 0.4393 0.1594 0.078 0.1708 0.1309 1.6698 0.2316 0.3317 0.2761 0.2277 0.6625 5.3431 3.147 1.345 1.9712 1.0084 0.3847 2.3691 0.138 0.1559 0.6569 0.2799 0.673 0.6484 1.0274 1.0406 0.4768 2.5108 0.9995 1.5905 0.6685 0.722 4.3614 0.0013
017 Petrochemicals and petrochemical products 9.7127 3.3366 3.4699 13.442 7.8405 11.2233 5.9467 6.5112 5.2694 1.9912 2.2235 29.515 38.7566 31.9736 2.4098 60.5292 1614.7859 94.9697 51.1143 124.5461 5.4691 378.2115 33.0438 7.4687 5.6757 16.9356 6.9382 6.5402 2.5837 9.0905 134.1752 113.9451 9.5087 9.6175 4.669 10.2519 12.3327 6.0431 3.6726 1.2853 3.9614 13.3982 67.4964 23.8914 78.4573 1.0055 2.3411 10.7008 11.874 7.6742 11.9682 7.0853 4.9073 4.2394 2.9143 0.7585 0.7941 4.2153 1.2204 0.987 2.9707 1.8953 2.3274 3.2393 2.2875 2.7685 3.5815 1.1274 3.2856 0.6924 0.3206 0.7606 0.4469 3.7364 1.2235 1.0414 1.0717 0.7527 2.8053 36.0723 8.063 6.4655 9.7863 21.8281 2.6509 2.0593 0.2897 0.7129 2.1718 1.0243 2.9082 3.9804 18.0257 3.0738 3.2567 2.2667 7.3102 8.0213 3.1152 3.4307 8.1855 0.0041
018 Paints and related products 0.2935 0.7771 0.1807 0.2025 0.1922 0.1696 0.2039 0.2197 1.8236 1.2222 2.9871 0.3181 3.2803 1.7583 0.0665 0.3612 0.3262 1022.039 0.2543 1.5517 0.0412 1.3817 16.866 0.4551 3.421 0.326 0.8924 0.5012 0.2196 0.8351 0.4412 0.2279 4.682 0.2357 0.4116 0.3798 0.8903 0.1673 0.9825 0.1769 0.2582 2.6675 12.0046 0.2861 2.1825 0.3567 1.0332 3.0699 1.2419 2.3266 1.8087 2.9445 0.2118 0.3144 0.8105 0.1354 0.1235 1.2598 0.1505 0.1638 1.707 0.3154 0.319 0.2122 0.8668 0.5077 0.9356 0.1103 0.1734 0.0996 0.0504 0.1475 0.05 0.4642 0.5262 0.1955 0.0878 0.1061 0.784 3.5905 0.2616 2.4371 31.479 0.7509 0.2037 0.2871 0.0357 0.0873 0.3084 0.094 0.1742 0.2951 0.6435 0.6058 1.1152 0.2816 3.1827 2.4233 0.4806 0.3406 7.2775 0.0011
019 Detergents, perfumes, cleaning and toilet preparations 1.3885 0.3193 0.381 1.0498 1.5484 1.0966 1.0038 1.8008 0.504 0.5081 0.4005 1.1586 27.589 8.0273 0.1957 3.5057 1.1415 3.0419 1025.709 7.2966 0.2163 1.2138 1.693 1.4471 1.1149 1.1038 0.4956 0.6093 0.3865 0.7346 0.438 0.7536 4.3913 0.4307 0.5214 0.838 0.4439 0.3247 0.425 0.1295 0.3453 0.6585 11.3033 1.0356 1.2057 0.2488 0.7959 3.3873 2.2595 0.7832 0.6253 0.601 0.5949 0.5711 0.478 0.1577 0.2818 1.245 0.392 0.8794 0.6939 0.9957 1.8026 1.3164 1.0545 0.692 0.6265 0.2524 0.5583 0.2347 0.153 0.5866 0.1753 0.4807 0.2763 0.3021 3.0641 0.2923 0.7973 0.5719 1.048 1.4637 1.1436 1.987 0.6007 1.0206 0.0723 0.2986 7.0102 0.4568 18.1245 1.2372 0.9791 1.187 1.5919 3.8908 1.7969 1.8145 0.6735 2.7198 8.4287 0.0007
020 Other chemical products 5.1256 0.6701 1.8416 1.5068 1.2708 1.1816 1.5815 1.2718 19.4798 3.3098 1.6885 7.4641 7.6561 11.8065 2.6032 26.6164 7.0259 27.3366 14.1397 1083.0131 0.7393 7.9848 6.4519 7.5891 4.2052 12.9619 5.0064 3.7989 1.606 5.3501 3.2113 3.0128 1.4558 1.37 2.7369 3.0647 2.0809 1.2937 1.3092 0.3063 0.7755 3.5527 4.1407 7.2491 13.1551 0.3808 1.121 6.3385 3.2329 1.3729 1.2853 1.3627 0.7074 0.6714 0.8363 0.3011 0.3569 0.6658 0.411 0.3772 1.5592 0.6889 0.9593 0.7765 1.2405 1.0685 0.9109 0.3345 0.7274 0.1878 0.0886 0.2682 0.1367 0.4814 0.2498 0.3932 0.5498 0.2335 0.8801 1.5736 3.9676 2.2145 6.244 24.6913 0.9013 0.6075 0.0757 0.1831 1.2418 0.5373 2.3511 1.0707 1.6119 1.0868 1.4298 1.6296 1.8109 2.0998 0.973 1.8555 7.0952 0.0012
021 Pharmaceuticals and biological products 0.9965 2.1528 1.1019 4.1278 5.2087 2.7861 3.7636 0.4314 0.2398 0.1362 0.2703 0.3914 0.3484 0.3036 0.0665 1.564 1.1543 0.9578 0.6975 0.6715 1059.5717 0.4481 0.37 0.4263 0.2549 0.1283 0.1761 0.3605 0.3604 0.351 0.3157 0.4155 0.1156 0.185 0.1569 0.4242 0.1688 0.204 0.1422 0.0574 0.1262 0.4513 0.3325 2.9956 0.2625 0.068 0.1635 0.2734 0.357 0.1957 0.1823 0.1928 0.1556 0.2261 0.1028 0.0728 0.1134 0.1743 0.1077 0.1169 0.3226 0.1261 0.2813 0.5439 0.122 0.2051 0.1248 0.058 0.127 0.1079 0.0406 0.0446 0.0435 0.1003 0.0282 0.0937 0.0886 0.0762 0.1926 0.183 7.6228 0.3698 0.1891 0.2333 0.8291 0.0815 0.0244 0.0467 0.1994 0.1144 0.1883 0.1445 0.2783 4.8177 0.1308 31.7702 0.8934 0.5637 0.3233 4.9899 0.4044 0.0002
022 Rubber and plastic products 8.2735 3.2868 2.2172 17.1687 9.0115 14.4572 5.8581 6.0931 2.8401 0.9765 0.6845 12.9295 18.3839 5.5889 0.1615 1.5788 2.2597 3.5114 3.5996 1.8739 1.1884 1060.7474 1.2186 1.1456 1.3442 1.413 2.9 1.1752 0.5735 1.5638 1.4824 1.6636 9.1025 4.9308 1.8912 4.1601 1.7819 5.036 1.9 0.586 3.1805 4.2401 0.8505 11.9811 27.0576 0.2183 0.4169 2.0192 2.6614 2.7158 3.9084 3.1053 0.7787 0.9843 1.41 0.2281 0.2559 1.2926 0.6442 0.258 1.1865 1.0476 0.7909 2.4457 1.2526 1.4889 1.163 0.4944 2.7382 0.2724 0.1179 0.4206 0.1901 0.5923 0.3628 0.3175 0.4116 0.2325 1.1364 2.8671 0.7824 2.5305 0.8102 0.5539 1.1879 0.6606 0.0716 0.4417 0.6578 0.3227 0.6651 1.0628 1.5315 0.8615 2.1 0.4985 0.5816 1.5579 1.6587 1.1677 0.696 0.0019
023 Other non-metallic mineral products 0.9371 0.3161 0.1973 0.271 0.2188 0.2227 0.4298 0.9652 0.1821 0.1338 0.1279 0.3632 0.3056 0.3694 0.0434 2.7333 0.6359 0.7622 0.9528 0.6596 0.2657 0.4547 1080.4914 0.7773 0.7936 1.0129 0.2639 0.6056 0.291 4.0982 0.2523 0.2591 0.1674 0.5321 0.359 0.8257 0.885 1.9933 0.3902 0.3519 1.244 1.7836 0.7412 0.569 0.4858 0.6884 0.4406 1.9183 0.8938 39.7579 32.7912 35.4601 0.2893 0.6141 0.5142 0.1231 0.1324 1.125 0.1651 0.3805 0.2852 0.23 0.5866 0.404 0.1147 0.3668 0.6165 0.1233 0.1675 0.0967 0.0726 0.0698 0.0814 1.0696 2.937 0.1751 0.1054 0.1698 0.3387 2.7814 0.3602 0.7851 3.1344 0.2391 0.247 0.3533 0.0558 0.3958 0.2369 0.0918 0.1427 0.2934 0.3919 0.5208 0.334 0.353 0.6091 1.6665 0.414 0.2847 0.6021 0.0007
024 Basic metals 0.3509 0.1448 0.1404 0.2699 0.6639 0.4669 0.3785 0.4904 0.1736 0.1239 0.2238 1.9627 3.001 0.2766 0.0314 0.2575 0.2728 0.4035 0.3863 0.3731 0.0277 0.3227 1.7108 1007.0611 8.4358 0.1963 0.1778 0.3579 0.1911 0.5948 9.8708 15.4717 1.8386 1.2316 3.2016 1.5222 0.7425 0.5689 2.4683 0.137 0.5802 0.7203 2.8021 0.354 0.2978 0.3156 0.1676 0.2604 11.8277 2.4659 2.4183 2.5845 0.1779 0.2263 0.1598 0.084 0.0689 0.2449 0.1181 0.1095 0.2312 0.1157 0.1605 0.1927 0.093 0.1641 0.3205 0.2579 0.2723 0.0712 0.0332 0.0597 0.0858 0.2461 0.2379 0.1419 0.1378 0.2543 0.3224 0.89 0.2747 0.3054 0.5843 0.2621 0.1059 0.151 0.0271 0.2072 0.2769 0.0672 0.1036 0.1756 3.0535 1.0579 0.1468 0.1812 0.2262 0.3837 0.236 0.4396 0.2643 0.0002
025 Fabricated metal products (except machinery and equipment) 2.7044 1.1756 1.1143 6.1193 17.9389 12.5491 9.1858 12.7029 2.2497 1.8583 3.9039 8.108 10.0194 3.1191 0.4407 4.1866 6.7436 6.5727 8.8542 3.8385 0.2891 6.734 4.0182 9.9493 1066.5747 2.3409 6.5607 16.7186 6.2959 5.0361 20.7569 23.533 11.0394 17.8728 46.6984 28.0085 28.8544 12.3772 34.3811 2.1606 5.0761 12.4788 11.5688 7.5728 5.8878 0.9121 1.4382 2.9154 12.7713 45.8166 46.2555 48.0911 1.5968 2.1316 2.2905 0.9278 0.6255 3.828 1.3269 1.3678 4.414 1.5991 2.5439 2.1596 0.622 2.6625 2.8941 0.6773 1.3161 0.4164 0.2499 0.3397 0.3089 3.6863 4.1207 0.7856 0.7822 0.5834 1.8911 18.2115 1.2909 4.1511 13.2193 2.8739 1.388 2.5572 0.2513 5.3881 1.433 1.708 0.8241 1.9186 61.5386 5.6274 1.1142 0.9288 1.7832 4.3761 1.8923 1.5261 3.3071 0.0032

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