_id ปี สาขาอาชีพสร้างสรรค์ ISCO-08 คำอธิบาย Bangkok Metropolis Samut Prakan Nonthaburi Pathum Thani Phra Nakhon Si Ayutthaya Ang Thong Lop Buri Sing Buri Chai Nat Saraburi Chon Buri Rayong Chanthaburi Trat Chachoengsao Prachin Buri Nakhon Nayok Sa Kaeo Nakhon Ratchasima Buri Ram Surin Si Sa Ket Ubon Ratchathani Yasothon Chaiyaphum Am Nat Charoen Bueng Kan Nong Bua Lam Phu Khon Kaen Udon Thani Loei Nong Khai Maha Sarakham Roi Et Kalasin Sakon Nakhon Nakhon Phanom Mukdahan Chiang Mai Lamphun Lampang Uttaradit Phrae Nan Phayao Chiang Rai Mae Hong Son Nakhon Sawan Uthai Thani Kamphaeng Phet Tak Sukhothai Phitsanulok Phichit phetchabun Ratchaburi Kanchanaburi Suphan Buri Nakhon Pathom Samut Sakhon Samut Songkhram Phetchaburi Prachuap Khiri Khan Nakhon Si Thammarat Krabi Phangnga Phuket Surat Thani Ranong Chumphon Songkhla Satun Trang Phatthalung Pattani Yala Narathiwat 1 2018 Advertisement and marketing 1221 Sales and Marketing Managers 55,824 905 9,256 2,636 - - - - 110 417 1,055 342 385 - - 1,105 - 134 - 865 - 120 1,106 - - - 56 173 384 400 62 - - 426 - - 564 - 1,229 - 554 - 259 565 - 274 - - - 279 237 93 - 418 1,168 814 707 650 - 1,129 124 270 599 - 49 - 676 702 67 163 - 51 212 161 - - - 2 2018 Advertisement and marketing 1222 Advertising and Public Relations Managers 2,087 - - - - 44 - - - - - - - - 197 - - - - - - - - - - - - 176 - 330 - - - - - - - - - - - - - - - - 24 - - - - - - - - - - - - - - 137 - - 36 - - - - - - - - - - - - 3 2018 IT, software and computer services 1330 Information and Communications Technology Service 11,125 - 1,471 3,682 - - - - - - - - - 136 - - - - - - - - - - - - - - - - - - - - - - - - - - - 105 - - - - 15 141 - - - - - - - 247 - - 190 - - 388 - - - - - 439 - - - - - - - - - 4 2018 Cultural Tourism 1411 Hotel Managers 18,173 4,482 907 325 - - - - - 663 2,283 - - 39 311 1,718 - - 1,500 - - 118 - - - - - - - - 287 74 69 - 137 - 75 - 395 - 337 106 - 272 186 - 44 747 123 - 108 104 82 - - 397 158 372 542 - 94 325 903 1,434 21 32 2,573 333 137 131 515 - - - - - 70 5 2018 Thai Food 1412 Restaurant Managers 26,559 3,674 2,361 603 2,761 69 488 201 - 132 9,657 1,756 1,010 282 199 88 56 125 1,101 155 94 638 1,271 - 247 556 - - - - - 70 398 991 - - 1,260 518 745 - - 111 286 - - 358 - 1,594 124 1,651 - 216 274 - - 896 - - 2,636 - 83 316 1,357 935 286 137 1,639 - 209 - 505 166 95 172 48 - - 6 2018 Thai Traditional Medicine 1431 Sports, Recreation and Cultural Centre Managers 1,551 - 942 - 242 - - - - 306 4,241 - 143 183 - 224 - - 613 312 - - - 118 - 67 186 - - - - - - - 224 - - 122 235 - - 76 125 53 - - - - - - - 556 - - - 528 - - - 613 - - - - - - - - 144 - - - - - - - 63 7 2018 Architecture 2161 Building Architects 17,683 - 2,251 1,909 - - - - - - 459 - - - - - - - - - 67 - - - - - - - - - - 69 - - - - 180 - 1,766 - - 114 - - - - - - - - 87 - - - - - - - 1,794 899 - - - - - - - - - - - 121 - - - - - 8 2018 Design: product, graphic and fashion design 2163 Product and Garment Designers 13,425 4,767 1,883 - 404 172 - - - 900 1,500 620 - - 1,132 - - - - - - - - - - - - - - - - - - - - - - - 667 273 - - 176 - - - - - - - - - 104 - - - - - 656 1,971 32 - 159 - 34 - 366 - - - - - - 127 - - 111 9 2018 Architecture 2164 Town and Traffic Planners 1,688 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 47 247 - - - - - - - - - 71 - - - - - - 129 - - - - - - - - - - - - - - - - - - - - - - - - - - - 10 2018 Design: product, graphic and fashion design 2166 Graphic and Multimedia Designers 21,027 1,232 575 - - - - - - - - - - - - 70 - - - - - 521 158 - - - - - - - - - 84 - - - - - - 91 367 - - - - - - - 42 129 - - 110 - - - 326 - 307 - 56 - - - - - 2,201 - - 260 - - - - - 66 107 11 2018 Advertisement and marketing 2431 Advertising and Marketing Professionals 70,524 6,034 9,334 4,151 - 57 447 - - 266 2,594 - 305 - - - 188 - 4,245 - 454 - 646 - - - - - - - - 229 101 - 576 473 - - 737 116 552 80 - 146 - 678 12 528 - 713 - - 1,321 74 86 - - - 428 - 119 - 166 158 - 38 543 611 62 - - 214 68 - - - - 12 2018 Advertisement and marketing 2432 Public Relations Professionals 17,465 1,886 3,068 1,684 987 - 137 212 - - - 594 329 69 - - 494 - 3,580 - 535 146 1,132 - - 143 - - - - - - 721 - - - 50 174 853 602 559 144 - - - 593 - - - - 150 - - 100 - 510 - - 518 220 77 179 - - 63 37 202 805 85 167 - - - - 140 85 71 13 2018 IT, software and computer services 2511 Systems Analysts 4,479 - - 1,274 553 - - - - - - - - - - - - - - - - - - - - - - - - - 593 - - - - - - - 311 - - - - - - - - - 42 - - - - - 87 - - - - - - - - - 32 34 - - - - - - - - 109 - - 14 2018 IT, software and computer services 2512 Software Developers 3,284 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 157 - - - - - - - - - - - - - - - - 15 2018 IT, software and computer services 2513 Web and Multimedia Developers 11,513 - - 4,387 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 184 - - - - - - - - - - - - - - 329 - - 323 - - - - - - - - - - 218 - - - - - 286 - - - - 16 2018 Museums, galleries and libraries 2621 Archivists and Curators 657 - - - 699 - - 153 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 349 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 179 - - - - - 17 2018 Museums, galleries and libraries 2622 Librarians and Related Information Professionals 1,966 - 2,172 - - 77 - - - - - 494 - - - - - - 270 268 - - - - - 150 - - - 358 195 113 - - - - - - 753 - 272 59 - - - - - - - - - - - - - 296 - - 897 - - - - 751 - 393 - 223 - - - - - - - - - 18 2018 Publishing 2641 Authors and Related Writers 4,441 - 715 - - - 163 - - - - - - - - - - - - - 1,118 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 89 - - 19 2018 Publishing 2642 Journalists 6,667 952 - - - - 178 35 - - - - - 47 - - - - 253 - - 122 132 - - - - - - - 80 - - - - - - - 335 - - - - - - - - - - - - - - - 113 - - - 304 - - - - - - - 157 - - - - - - - - - - 20 2018 Music, performing and visual Arts 2651 Visual Artists 1,624 - 5,239 814 - 127 346 240 - 261 993 - - - - 979 - - - - - - 262 - - - - - - - - - - - - - - - 1,647 - 2,161 - - 326 - 1,407 - - 562 - - 819 - - 550 161 - 827 3,814 257 24 429 - - - 27 - - - - - - - - - - - 21 2018 Music, performing and visual Arts 2652 Musicians, Singers and Composers 7,586 738 876 1,597 2,078 63 444 31 288 - 437 1,230 95 39 166 - 40 - 1,089 - 434 95 - - 161 189 - - 375 1,058 - - - - 429 - 114 - - 92 253 173 411 103 - 729 - 746 - - - - 723 431 165 - 131 640 283 - 191 496 245 - - 420 - - 56 315 1,061 - 1,001 178 - - - 22 2018 Music, performing and visual Arts 2653 Dancers and Choreographers - 3,129 - - - - - 65 - - - - - - - - 185 - - - - - - - - - - - - - - - - - - - 262 - - - - 126 - - - - - - - - - - 128 - - - - - - - - - - - - - 343 - - - - - 68 368 - - - 23 2018 Film, TV, video, radio and photography 2654 Film, Stage and Related Directors and Producers 7,103 - 347 - - - - - - - - - 104 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1,005 - - - - - - - - - - - - 18 - - - - - - - - - - - - - - - - 24 2018 Music, performing and visual Arts 2655 Actors 743 - - - - 77 - - - - - - 136 - 2,281 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 408 - - 1,441 - - - - - - - - - 163 - - - - - - - - - - 25 2018 Architecture 3112 Civil Engineering Technicians 6,416 - 956 330 - 352 424 372 229 3,496 511 726 568 310 329 822 - 459 477 240 278 82 2,395 523 79 204 269 367 695 - - 357 145 1,312 1,160 - 53 73 1,568 407 385 176 913 214 801 3,658 108 323 542 383 500 307 2,112 537 996 272 194 702 694 - 45 137 271 340 667 747 150 317 105 1,036 - 31 275 693 91 38 278 26 2018 Film, TV, video, radio and photography 3431 Photographers 14,328 - 931 854 - 133 628 - - - - 478 - 211 - 73 - 234 - - 201 - 184 - - - - - - - - - 70 - 751 495 143 - 1,024 - 244 - - - - 256 - - - - - 150 - 99 164 256 - - 1,090 424 - 237 395 - - 145 1,534 - - - - 396 - - - - 136 27 2018 Design: product, graphic and fashion design 3432 Interior Designers and Decorators 7,576 - 503 1,104 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1,496 - - - - 64 - - - - - - - - - - - - - - - 574 - - - - - - - - - - 899 - - - - - - 28 2018 Thai Food 3434 Chefs 866 2,924 - - 445 76 - - - - - 615 - - - - - - 236 - - - - - 130 - - - - - - 67 122 496 - - 75 - - - - - - - - - - - - - - - - - - - - 361 864 - 17 132 - 146 - 22 71 686 91 - - - 284 - 262 - - 29 2018 Film, TV, video, radio and photography 3521 Broadcasting and Audio-visual Technicians 2,802 - 771 - - - - - - - - - - - - - 251 - - - - 186 - - - - - - 828 - - - 220 - - - - - - - - - - - - - 20 - - - 56 - - - - - - - - 840 - - 111 - - - 591 - - - 1,018 - - - - 43 - 30 2018 Crafts 7221 Blacksmiths, Hammersmiths and Forging Press Workers 20,843 8,936 2,078 1,436 1,393 292 831 245 1,306 - 1,338 1,294 146 347 713 1,349 - 235 3,205 - 552 - 372 308 - 321 - - 2,148 - - 610 101 - - - 897 113 2,230 726 437 461 364 334 158 1,393 - - 228 519 368 216 769 712 - 1,129 - 1,391 1,283 2,453 250 437 777 1,551 - - 163 615 413 1,223 1,158 221 1,409 175 252 205 - 31 2018 Crafts 7314 Potters and Related Workers - - - - 1,503 996 - - 90 373 - - - - - - - - 771 - - - - 103 - - - - 1,020 - - 256 484 416 - - - - 4,006 125 1,045 - 1,316 83 - 1,928 - 535 - 477 592 391 100 - - 817 - - 730 - - - - - - - - - - - - - - - - - - 32 2018 Crafts 7316 Sign Writers, Decorative Painters, Engravers and 2,332 793 952 - 205 175 - - - 310 - 1,211 - 71 - - 355 122 1,140 - 87 - 475 52 - - - 417 313 573 481 127 81 - - - 636 129 618 146 2,024 - - - 103 775 53 841 72 108 587 - 144 79 - 1,988 700 1,223 - 736 166 114 464 - 320 73 401 263 - - - 105 359 - - - - 33 2018 Crafts 7318 Handicraft Workers in Textile, Leather and Related - 4,709 - 449 2,833 65 2,769 - 636 - - 1,251 - 314 - - 229 340 4,948 6,372 9,323 5,278 - - 3,106 140 145 2,357 2,357 - 311 480 2,935 2,505 3,123 1,774 431 416 4,321 3,968 143 - 998 567 - 5,758 112 482 831 1,334 1,821 1,136 627 - - 2,200 - - 2,060 3,347 361 1,330 663 216 - - 1,526 - - 77 - - - - 2,098 - 50 34 2018 Crafts 7522 Cabinet-makers and Related Workers 16,441 1,859 7,338 3,460 569 191 - 271 396 135 1,230 1,085 270 126 626 1,080 22 453 5,778 2,001 2,395 3,223 302 735 903 556 63 71 2,153 945 - - 337 - 398 - 726 - 10,394 1,743 4,805 86 9,802 100 803 573 - - 190 687 2,726 620 379 826 - 1,425 713 479 - - 353 96 814 892 - 668 1,956 1,148 119 136 2,368 - 135 155 - 155 135 35 2019 Advertisement and marketing 1221 Sales and Marketing Managers 50,042 3,978 7,841 4,913 - 130 159 116 - - 894 - 235 68 - - 64 - - - 57 223 - 67 463 - - - 283 - 189 - - 421 - - 767 50 1,006 175 - - 122 - - - - - - - 412 - 114 - - - 398 291 1,499 405 48 249 291 849 27 - 1,165 479 - 266 1,338 58 117 - 48 - - 36 2019 Advertisement and marketing 1222 Advertising and Public Relations Managers 8,682 - 686 916 - - - - - - - - - - - 56 - - - - 122 - - - - - - - - - - - - - - - - - 335 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 37 2019 IT, software and computer services 1330 Information and Communications Technology Service 11,165 1,409 645 891 - - - 55 - - - - - - - - - - - - - - - - - - - 99 - - - - - - - - - - 783 - - - 147 - - - - 328 - 187 125 - - - - - - - - 559 - - 222 - - - - - - - - - - - - - - 38 2019 Cultural Tourism 1411 Hotel Managers 10,586 2,828 935 680 251 - - - - 295 1,526 1,855 142 41 - 2,176 242 132 2,156 515 52 - 200 276 - - - - 353 409 37 84 - 395 161 - 56 76 364 - 162 107 284 54 198 180 33 - 32 - 128 855 - - 122 204 1,334 483 - 374 172 287 319 - 186 383 1,953 260 54 399 572 - 269 - - - - 39 2019 Thai Food 1412 Restaurant Managers 22,520 9,230 1,773 1,053 487 136 422 - - 913 3,119 949 587 - - 584 548 - 2,173 237 173 111 - - 1,075 395 284 233 1,210 625 - - 950 - - 183 227 143 849 160 373 149 323 - 116 346 - - 30 109 95 114 381 76 322 966 125 308 451 2,564 29 465 1,607 1,300 181 229 2,441 1,581 226 108 1,533 275 47 169 129 172 226 40 2019 Thai Traditional Medicine 1431 Sports, Recreation and Cultural Centre Managers 5,533 1,102 2,624 - 253 - - - - - - - 196 - - 768 - - 661 - - - - - - - - - - - - - - - 211 - - - - - - - - - - 187 - - - - 85 - - - - 178 - - - 193 - - - - 261 31 513 - 81 - - - 309 - 241 - - 41 2019 Architecture 2161 Building Architects 14,686 1,238 2,026 - - 128 - - - - - - - - - - - - - - - - - - - - - - - - - 436 - - 108 - - - 464 - - - - - - - - - - - - - - - - - - - 140 198 - - - - - - 406 - - - - - - - - - - 42 2019 Design: product, graphic and fashion design 2163 Product and Garment Designers 8,031 1,990 2,909 - 2,745 - - - - - 1,349 627 - 154 - - - - - - - - - - - - - - - - - - - - - - - - - 329 701 - - - - - - 145 - - - - - - - - 265 - 1,298 844 - 147 - 171 - - - 615 - - 420 - - 126 - - 62 43 2019 Architecture 2164 Town and Traffic Planners 797 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 393 220 - - - - - - - - - - - - - 56 - - - - - - - - - - - - - - - - - - - - - - - - - - 104 - - - 44 2019 Design: product, graphic and fashion design 2166 Graphic and Multimedia Designers 21,222 518 4,019 - 743 - - - - 395 - 768 - - - 90 - - 222 - - - - 1,383 - - - - - - - - 95 - - - - - 1,817 211 - - - - - - - 823 - - - - 117 - - - - - 349 - 41 - 85 334 - - 747 - - 236 - - 524 - - - - 45 2019 Advertisement and marketing 2431 Advertising and Marketing Professionals 64,396 9,025 12,741 2,943 403 104 - - 163 512 3,194 - 500 102 - - - 412 995 - 53 100 1,013 - 154 - - - 660 - - - - - - 663 - - 1,689 - 415 205 168 121 - - 15 376 - - - 212 559 84 - - 775 - 703 642 153 - 402 - 64 173 1,846 387 - - 513 197 139 176 - - 87 46 2019 Advertisement and marketing 2432 Public Relations Professionals 14,047 - 1,323 2,374 525 - 275 189 - - 1,232 424 451 - - - 12 - 437 - 201 - 678 31 413 - - - 635 - - - - - - - 65 212 - 180 475 236 214 - 441 404 - 306 164 - 219 551 - 707 - - - 139 - - 88 199 349 - 492 - - - 153 - 1,127 40 52 - 43 69 345 47 2019 IT, software and computer services 2511 Systems Analysts 5,746 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 243 - - - - - - - - - - 89 - - - - - - - - - - - - - - - - - - - - - - - 184 - - - - - - - - - - 48 2019 IT, software and computer services 2512 Software Developers 2,219 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 631 - - - - - - - 1,027 - - - - - - - - - 49 2019 IT, software and computer services 2513 Web and Multimedia Developers 6,986 - - - - - - - - - - - - 98 - - - - - - - - - - 592 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 25 - - - - - - - - - - - 50 2019 Museums, galleries and libraries 2621 Archivists and Curators - - - - - - - - - - - - - - 1,013 - - - - - - - - - - - - - - - - - - - - - - - - 293 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 51 2019 Museums, galleries and libraries 2622 Librarians and Related Information Professionals 2,996 - 2,139 - - 80 - - 98 - - - - - - - - - - - - - - - - - - - - - - 196 471 - - - - - 517 - 237 80 - - - - - - - - - - 146 - - 755 - - - - - - - - - 274 - 669 102 - - - - - - - - 52 2019 Publishing 2641 Authors and Related Writers 5,237 - 843 869 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 207 - - - - 80 - - 53 2019 Publishing 2642 Journalists 1,359 - - - - - - - - - - - - 49 - - - 101 - - - - - - - - - - - - 88 - - - - - - 101 - - - - - - - - 21 - - - - - - - 94 - - - - - - - - - 32 - 175 - - - - - - 113 - - - 54 2019 Music, performing and visual Arts 2651 Visual Artists 2,882 - 4,863 - 292 261 - 302 - - - - - - - 142 - - 220 - - - - - - - - - - - - 99 - 520 - - - - 355 - 2,801 91 - - - - - 74 105 123 - - 763 - 88 1,266 - 1,536 2,070 - - - - - - - 361 - - - - - 67 - - - - 55 2019 Music, performing and visual Arts 2652 Musicians, Singers and Composers 6,564 997 295 1,716 1,731 486 190 55 - 346 1,245 402 160 - 353 - 264 113 - - 405 99 - 63 - 219 - 143 430 216 - - - 145 575 - 99 - 362 294 - 456 380 - 268 982 - 197 131 - - - 273 167 79 276 288 - - - - 127 278 - - 198 325 - - 106 - - 476 - - - - 56 2019 Music, performing and visual Arts 2653 Dancers and Choreographers - 2,514 - - - 66 - - - - - - - - - - 909 - 886 - - - - - - - - - - - - 218 - - 225 - 271 - 2,823 - - - - - - - - - - - - - - - - - - - - - - - - - - - 1,309 - - - - - - - 679 - - 57 2019 Film, TV, video, radio and photography 2654 Film, Stage and Related Directors and Producers 1,738 1,317 617 891 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 158 - - - - - - - - - - 58 2019 Music, performing and visual Arts 2655 Actors 893 610 457 - - - 179 - - - - - - - 1,866 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 123 - - - - - - - - 1,199 - 248 - - 181 196 - - - 297 - - - - - - - - - - 59 2019 Architecture 3112 Civil Engineering Technicians 2,430 - 633 436 401 369 1,326 80 156 1,212 1,010 935 - 393 245 1,688 46 - 235 690 153 98 2,154 425 - 156 667 242 2,365 - 186 441 350 520 1,448 478 353 - 347 235 930 642 404 406 676 332 21 108 126 302 317 233 881 63 211 - - 481 685 834 105 458 236 1,269 533 574 225 - 75 553 1,506 238 132 754 - 71 287 60 2019 Film, TV, video, radio and photography 3431 Photographers 10,540 - 860 1,565 - 154 - - 219 - 1,902 - - - - - - - - - 123 123 207 - - - 217 - - - - - - - - 403 191 - 963 - - - - - - - - - - - - - - 101 - 180 203 576 559 - 230 322 - - - 155 205 - - 300 993 81 - - - 74 134 61 2019 Design: product, graphic and fashion design 3432 Interior Designers and Decorators 7,591 680 1,362 1,443 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 532 - 157 - - 63 - - - - - - - - - - - - - - - - - - - - - - 614 - - - - - - 115 - - - 62 2019 Thai Food 3434 Chefs - 3,660 - - - - - - - - - - - - - - - - - - - - - - 137 - - - - - 71 - - - - - - 94 - - - - - - - - - - - - - - - - - - - - - - - 486 - - - - 768 277 100 - - - 65 - - - - 63 2019 Film, TV, video, radio and photography 3521 Broadcasting and Audio-visual Technicians 4,730 1,516 - - - - - - - - - - 341 - - - - 57 - - - - 298 - - - - - - - - - 111 - - - - - - - - - - - - - - - - - - - - - - - - - 448 367 74 - 224 250 - - 412 - - - 1,169 - - - - - - 64 2019 Crafts 7221 Blacksmiths, Hammersmiths and Forging Press Workers 11,191 7,148 1,525 - 823 206 - 132 - - 2,217 - 243 - 365 1,472 50 - 5,134 - - 110 148 - - - - - - - 162 240 - - - - 381 146 1,578 264 243 75 249 54 442 756 14 951 161 - - 113 1,709 66 209 836 786 1,181 2,008 4,226 303 972 141 1,474 279 32 - 760 113 462 3,646 - 740 715 254 - 441 65 2019 Crafts 7314 Potters and Related Workers - - 2,254 3,107 - 192 - 662 - 308 - - - - - - - - 1,867 - - - - 182 - - - 373 - - - - - 420 - - - - 2,064 440 948 - 105 - - - - 688 - - 882 87 96 644 - 2,964 763 311 378 - - - - 1,016 - - - 1,188 - - - - - - - - - 66 2019 Crafts 7316 Sign Writers, Decorative Painters, Engravers and 1,095 1,107 2,035 - 223 - - - - 116 - 1,496 - 182 711 79 109 69 2,145 - 100 - - 146 - - - 286 - 310 - - 101 - 622 - - - 1,111 - 1,554 - - - 145 468 - 1,472 39 - - - 127 138 - 875 - 1,464 - 432 - - 386 - 230 - 224 166 - - - - - - - 74 113 67 2019 Crafts 7318 Handicraft Workers in Textile, Leather and Related 2,766 2,227 - - 1,458 - 1,550 - 157 144 - 342 332 505 364 285 574 290 1,437 4,105 13,271 1,088 - - 1,381 52 - 2,305 3,651 - 399 115 1,837 737 3,811 3,477 2,456 229 5,512 3,414 475 168 1,424 431 121 3,416 - - 977 115 68 - - 451 - 3,764 469 - 257 1,303 332 916 576 198 25 - 195 2,807 - - - - 1,708 - 1,423 - - 68 2019 Crafts 7522 Cabinet-makers and Related Workers 17,731 1,354 4,505 7,726 618 66 94 220 - 378 173 718 1,709 196 - 1,538 139 128 201 1,384 1,002 120 - 455 442 - - - 1,809 269 299 - 168 - 209 - 767 85 8,038 2,368 996 372 7,907 227 845 510 - 396 270 - 130 1,209 395 - 526 673 951 134 254 950 141 848 1,663 4,888 27 63 2,892 2,578 193 - 1,625 - 216 443 561 155 68 69 2020 Advertisement and marketing 1221 Sales and Marketing Managers 61,618 5,357 8,367 8,799 612 - - 58 - 513 - 338 380 67 - 144 - 407 707 - - 685 - 272 1,409 188 55 400 - 1,172 - - 506 196 - - 525 - 1,063 810 - - 360 - - - 45 884 - 535 - 105 - - - 545 570 - 291 1,058 102 475 115 170 432 897 911 639 - - 876 103 163 - - - - 70 2020 Advertisement and marketing 1222 Advertising and Public Relations Managers 4,883 - 562 1,612 532 - - - - - 333 - - - - - - - - - - - - - - - - 169 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 71 2020 IT, software and computer services 1330 Information and Communications Technology Service 15,487 2,223 584 1,033 - - - - - 152 1,529 - - - - 856 - - - - - - - - - - - - - - - - - - - - - - - 121 - - - - - - 19 - - - - - - - - - - - 412 - - - 92 - - - 272 - - - - - - - - - - 72 2020 Cultural Tourism 1411 Hotel Managers 7,500 2,025 1,616 1,446 883 - 76 - - - 2,405 1,091 218 - - 370 65 - 1,010 244 177 84 - - 80 - 126 - - 448 363 - 662 - - - 37 42 594 - 270 - 84 38 - - 57 - 33 134 145 74 257 - - 225 857 144 - 1,278 44 659 310 160 362 318 1,117 2,518 107 - 582 - 87 - - - 178 73 2020 Thai Food 1412 Restaurant Managers 21,225 6,313 4,442 6,058 748 160 367 - - 175 - 1,637 921 71 288 395 - - 2,998 301 101 189 1,911 53 - 831 343 752 1,477 - 379 616 106 140 292 830 778 264 - 192 426 - 332 - 395 1,000 94 204 - 515 197 108 174 318 130 502 352 1,417 676 1,561 28 787 642 2,276 34 342 2,326 1,167 245 - 542 200 41 - 581 158 170 74 2020 Thai Traditional Medicine 1431 Sports, Recreation and Cultural Centre Managers 4,571 2,279 1,048 - - - - 42 - - - - - - 250 - 290 - 1,586 - - - - - - - - - - - - - - - 171 - 53 - - - - 80 - - - 188 - - - 187 71 - - - - - - - - 285 - - 215 - - 42 257 - 75 - - 73 - - 75 - 112 75 2020 Architecture 2161 Building Architects 12,427 3,390 1,755 493 - - - - - - - - - - - - - - - 283 - - - - - - - - - - - - - - - - - - 1,439 - - - - - - - - - - 637 - - - - 109 - - - - 1,172 - - - - - - 1,717 177 102 - - - - - - 56 - 76 2020 Design: product, graphic and fashion design 2163 Product and Garment Designers 11,912 2,490 2,153 - - - - - - - - - 599 - - 85 - - 156 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 558 - - - 187 321 - 1,061 3,327 - - 105 - - - - - - - - - 449 - - - 65 77 2020 Architecture 2164 Town and Traffic Planners 2,276 - - 644 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 135 - 35 - 137 - - - - - - - 247 301 - - - - - - - - - - - - - - - - - - - 78 2020 Design: product, graphic and fashion design 2166 Graphic and Multimedia Designers 19,381 4,325 4,511 985 310 - 359 - - - - 390 - - - - - 126 - - - - - - 164 - - - - 610 - - - 170 - - - - - - 628 - 164 77 112 - - 979 - 140 - - 292 - - - - - 374 327 - - 80 - - 65 658 - 93 - - - - 165 - - - 79 2020 Advertisement and marketing 2431 Advertising and Marketing Professionals 68,233 8,445 16,291 4,465 684 172 - - - 139 3,358 - 169 267 - 1,884 - 126 690 - 176 - 628 - - - - 461 - 722 81 - - - 215 - 101 230 1,584 518 990 211 358 - - 273 - - 122 - 183 - - 429 85 233 - - 405 655 93 104 364 - 80 270 2,027 - - 101 - - - 177 - - - 80 2020 Advertisement and marketing 2432 Public Relations Professionals 9,885 2,338 380 - 877 - - 98 - - 3,207 - - 138 - 555 - 208 - 584 - 107 213 - - - - 228 595 - 277 - 60 - - - - - - - 148 216 90 - 111 - - 932 117 - 243 - 90 - 103 236 - 157 - 595 62 340 - - - - - 938 168 - 1,500 46 76 - - 77 - 81 2020 IT, software and computer services 2511 Systems Analysts 4,091 - 671 555 - - - - - - - - - - - - 47 - - - - - - - - - - - - - - - 63 - - - - - - - - 68 - - - - - - - - - - - - - - - - 571 - - - - - - - - - - - - - - - - - - 82 2020 IT, software and computer services 2512 Software Developers 4,657 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 83 2020 IT, software and computer services 2513 Web and Multimedia Developers 8,339 - - 792 - - - - - - - - - 110 - - - - 811 - - - 584 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 84 2020 Museums, galleries and libraries 2621 Archivists and Curators - 1,103 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 82 - - - - - - - - - - - - - - 135 - - - - - - - - - - - - - - - - - - - - - - 85 2020 Museums, galleries and libraries 2622 Librarians and Related Information Professionals 6,877 - 590 461 117 - - - - - - - - - - - - - - - - - - - - - - - - - - - 721 - - - - - - - 260 69 - - - - - - - - - - 123 - - - - 448 - - - 183 100 - - - - 526 - - - - - - 47 - - 86 2020 Publishing 2641 Authors and Related Writers 1,340 - 815 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 122 - - 162 - - - - - - - - - - - - - - - - - - - - - - - - 87 2020 Publishing 2642 Journalists 3,481 - - - - - - - - - 615 - - - - - - - - - - - - - - - - - - - - - - - - - - 82 - - - - 111 - - - 22 - - - - - - - - - - - - 358 - - - 168 31 - - - - - - 38 - - 72 - - 88 2020 Music, performing and visual Arts 2651 Visual Artists 5,528 - - 682 - - - - 167 - - - 155 - - - - - 1,699 - - - 107 - - - - - - - - - - - - - - - 408 - 2,338 - - - - - - 495 - - - 420 607 - - 138 - 1,386 197 - 26 - - - - - - - - 234 - - - - - - - 89 2020 Music, performing and visual Arts 2652 Musicians, Singers and Composers 6,929 686 1,192 - 515 218 812 280 436 521 705 484 - - - - - 108 1,066 - 498 126 480 124 - - 670 - - 1,642 - - 337 121 - - 118 - 739 - - - 124 - - - - 1,268 - - - 243 1,960 394 126 1,291 - - - 240 103 232 - 847 117 - - - - 296 - - - - - - - 90 2020 Music, performing and visual Arts 2653 Dancers and Choreographers 1,981 - - - - - 73 - - - - - - - - 118 541 - - - - - - 131 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 91 2020 Film, TV, video, radio and photography 2654 Film, Stage and Related Directors and Producers 4,020 - 766 951 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 171 - - - - - - - - - - - - - - - - - - - - - 92 2020 Music, performing and visual Arts 2655 Actors - 832 - - - - - 128 - 139 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 279 - - - - - 178 - - - - - - - - - - - - - - - 93 2020 Architecture 3112 Civil Engineering Technicians 2,830 - 768 2,230 731 - - 344 382 357 - 2,242 457 783 1,487 886 94 471 668 466 694 - 213 - 550 108 351 477 1,449 - 1,064 257 2,065 770 628 193 164 - 322 - 2,233 633 571 668 419 - 61 242 263 641 1,524 645 654 1,157 - - 718 584 - 829 304 418 396 595 534 21 - 653 402 81 619 489 - 930 37 - 442 94 2020 Film, TV, video, radio and photography 3431 Photographers 7,291 640 751 1,460 - - - - - 166 1,367 1,020 288 - - 46 485 - - - - 145 222 89 - 34 - - 433 - - 140 - - - - 109 - - - - 202 156 - - - - - - - - - 134 181 - - 326 - 527 - 236 451 222 353 41 30 212 873 86 78 - 264 133 - 458 71 97 95 2020 Design: product, graphic and fashion design 3432 Interior Designers and Decorators 5,746 - 1,115 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 159 62 - - - - - - - - - - 78 - - - - 437 - 87 - - - - - - - - 1,217 - - - - - - 96 2020 Thai Food 3434 Chefs 7,634 - 724 1,211 - - - - - 194 550 - 187 - - - 21 - 594 - - - - - - - - - - 351 369 - - - - - - - - - - - - 54 - 787 436 - - - - - - - 122 - - 296 237 - 111 200 231 - 22 150 220 - - 206 887 39 - - - 85 - 97 2020 Film, TV, video, radio and photography 3521 Broadcasting and Audio-visual Technicians 6,122 - - - 141 - 860 - - - - - 538 - - 125 - 76 - - - - 418 - - - - - - - - - - - - - - - - - - - - - 205 - 22 175 - - 205 - - 141 - - - - - - - - 73 - - - 546 - - 109 528 - - - - - - 98 2020 Crafts 7221 Blacksmiths, Hammersmiths and Forging Press Workers 16,039 14,661 2,461 3,525 1,661 808 579 - 174 1,385 1,752 1,156 636 628 1,011 428 178 89 5,156 487 114 3,145 214 53 244 74 140 - - - 60 - 3,226 - 266 - - - 4,276 494 1,148 - 795 - 725 - - 522 177 379 - 97 - - 427 1,051 - 151 3,296 6,456 298 220 394 3,013 - - 210 727 - 372 5,492 - 1,409 759 280 - 340 99 2020 Crafts 7314 Potters and Related Workers 2,114 - 2,592 - 1,305 664 - 162 93 176 1,437 - - - - - - - 1,156 196 - - - 441 - 448 - - - - - - - - - - - - 601 1,043 1,248 - - - - - - 394 - - - 88 692 706 238 1,966 - 451 - - - - - 826 - - - 1,081 - - - 180 - - - - - 100 2020 Crafts 7316 Sign Writers, Decorative Painters, Engravers and 2,750 - 966 - 192 66 - - - 1,359 250 - 146 - 778 - 119 - - - - - - - - - - - - - - 92 235 - 467 - - - 1,240 - 2,554 - 94 - 198 - 72 - 37 - - - - - - 445 390 186 - - 308 65 - - - - - - - - 367 - 73 372 - 71 203 101 2020 Crafts 7318 Handicraft Workers in Textile, Leather and Related 4,148 8,457 541 719 253 243 1,659 332 186 - - 407 - 146 - - 462 - 2,417 5,999 18,371 615 - 605 1,618 62 389 1,480 7,809 - 916 195 580 1,467 4,287 3,785 2,445 388 3,487 2,081 - 635 667 133 369 - - 342 1,409 - 311 2,842 - 393 1,403 820 1,597 - 774 1,434 156 418 362 - 23 - - 1,008 - - - 234 1,214 155 1,209 - - 102 2020 Crafts 7522 Cabinet-makers and Related Workers 17,128 - 3,466 10,968 286 141 687 52 488 - 409 - 979 880 - 1,170 1,350 501 1,347 2,159 485 - 1,012 266 - 140 - - - 554 522 82 - 256 - 351 197 76 15,326 1,208 1,157 - 5,507 160 670 1,799 - 496 143 744 434 527 271 311 663 349 1,458 - - 2,190 - 237 374 869 130 213 4,068 3,654 191 - 1,965 220 889 335 739 - 562 103 2021 Advertisement and marketing 1221 Sales and Marketing Managers 43,548 2,770 10,049 3,335 1,123 - 195 - - 402 - - 634 - - 86 29 171 - 579 211 109 260 - - - - - - - - - 487 - - - - - - 450 - 59 862 - - - 83 728 - 773 131 67 75 - 98 315 116 - 558 1,110 24 201 300 1,544 - 191 1,235 - - - 1,548 167 - - 120 - - 104 2021 Advertisement and marketing 1222 Advertising and Public Relations Managers 3,300 1,475 378 1,062 841 - - - - - 827 - - - - - - - - - - - - - - - - - 281 - - - - - - - - - - - - - - - - - - - - 97 - - - - - - - - - - - - - - - - - - - - - - - - - - - 105 2021 IT, software and computer services 1330 Information and Communications Technology Service 12,234 2,709 716 1,018 - - - - 178 - - - - - - - - - 343 - - - - - - 85 - - - - - - - - - - - - - - - - 60 - - - - - - - - - - - - - - - 844 - - - - - - - 820 - - - 1,145 - - - - - - 106 2021 Cultural Tourism 1411 Hotel Managers 10,173 - 1,876 3,631 742 - - 32 192 - 2,345 - - - - - 133 - 1,550 - 87 819 - - - - 165 - 457 602 106 - 129 - - - - 135 - - - 51 - 134 - - 27 111 - 127 591 - - 114 142 - - - 280 290 - 119 585 - 534 66 593 308 94 - - 39 - - - - - 107 2021 Thai Food 1412 Restaurant Managers 14,098 - 3,483 856 314 199 533 - - 240 1,120 250 830 63 262 - 174 380 228 - - - 231 89 - 380 - 345 - - - 456 136 575 329 - 387 265 1,770 - - - 155 157 190 727 - 141 - 88 - - 197 437 134 582 1,259 677 992 256 - 591 339 76 181 330 5,575 589 128 220 813 236 92 1,074 92 70 - 108 2021 Thai Traditional Medicine 1431 Sports, Recreation and Cultural Centre Managers 3,393 - - - 298 - 270 - - - - - - - 234 - - - 319 - - - - - - 166 - 90 - - - - - - - - 62 - - - - 62 - - - - - - - - - - - - - - - 206 - - 14 - - - 152 48 228 - - - 928 46 - 225 - - - 109 2021 Architecture 2161 Building Architects 13,947 - 3,724 - - - - - - - 1,184 - - - - - - - - - - - - - - - - - - - - - 78 - - - - - 971 - - - - 98 - - - - - - - - 880 - 104 - 142 - - 516 - - - - 260 - 776 - - - - - - - - 56 - 110 2021 Design: product, graphic and fashion design 2163 Product and Garment Designers 9,137 874 2,903 - 373 - - - - 288 363 - 365 - - 101 - - 269 - 432 - - - - - - - - - - - - 1,260 - - 42 - 526 - - 111 - - - - 17 - - - - - - - - 272 310 - - 506 - - - - - - 304 - - - - - - 219 - - - 111 2021 Architecture 2164 Town and Traffic Planners 540 - - - - 61 266 - - - - - - 104 - - - - - - - - - - - 83 - - - - - - - - - - - - - - - - - - - - - - - - - - - - 862 - - - - - - - - 128 - - - 238 - - - - - - - - - 112 2021 Design: product, graphic and fashion design 2166 Graphic and Multimedia Designers 27,265 929 5,637 - 649 - 356 - - - - - - - - 75 32 - 303 - - - 153 - - - - - - - - - - 1,745 - - - - 2,121 - - 216 - - - - - 123 - 181 - - - - - 321 - - 511 10,524 - 176 466 143 203 - 325 246 - - - - - 129 - - 136 113 2021 Advertisement and marketing 2431 Advertising and Marketing Professionals 74,298 10,714 12,783 2,557 1,323 164 - - - 194 110 959 686 173 - 1,003 - - 1,815 - 158 - 414 - - - - 706 232 1,559 - 161 - - 199 - - 273 3,630 115 - 87 - - - - - - - - 95 358 125 1,003 176 314 176 - 539 2,587 101 84 - - - 207 87 - - 99 - - 86 - - - - 114 2021 Advertisement and marketing 2432 Public Relations Professionals 13,725 1,495 - - 325 - 118 182 - 481 1,890 - - 305 - 91 48 - - 1,074 897 462 218 - - - - 147 1,435 - 728 305 - - - - - - 2,131 - 318 168 158 - - - - 1,170 22 - - - 111 - - - 624 - 1,136 1,157 54 408 - 321 - - - 427 - - 479 248 138 - 60 80 114 115 2021 IT, software and computer services 2511 Systems Analysts 4,628 - 1,038 - - - - - - - - - - - - - - - 562 - - - - - - - - - 380 - - - - - - - - - - - - 48 - 48 - - - 132 - - - - 283 - - - - - - - - - - - - - - - - - - - - - - - - 116 2021 IT, software and computer services 2512 Software Developers 2,723 1,623 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 117 2021 IT, software and computer services 2513 Web and Multimedia Developers 1,066 - 1,688 622 - - - - - - - - 172 - - - - - 607 - - - - - - - - - - 463 - - - - - - - - - - - - - - - - - - - - 770 - - - - - - - - - - - - - - - 279 - - - - - - - - - - 118 2021 Museums, galleries and libraries 2621 Archivists and Curators - - 232 - - - - - - - - - - - - 150 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 20 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 119 2021 Museums, galleries and libraries 2622 Librarians and Related Information Professionals 1,615 - 759 - - - 741 - - - - - - - - - - - 1,105 - - - - - - - - - - - - - 653 - - - - - - - - - - - - - - - - - - - - - - - - 629 - - 58 230 - - - - - - 148 - - 53 246 - 150 - - 120 2021 Publishing 2641 Authors and Related Writers 3,113 - 600 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 148 - - - - - - - - 326 - - - - - - - - - - - 888 - - - - - - 121 2021 Publishing 2642 Journalists 6,756 - - 1,180 - - - - - - 699 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 32 - - - 71 - - - - - - 641 - - - - - 26 292 - - - 1,038 140 - - 81 - - 122 2021 Music, performing and visual Arts 2651 Visual Artists 2,460 - 3,872 1,421 304 - - - - 402 - - 104 - - 203 - 1,143 312 - - - 3,050 - 108 - - - - - 377 157 - - - - - - 507 156 238 - - - - 173 - 1,280 66 - - 558 365 180 - 192 273 574 738 - 23 - - - - - - - - - - - - - - - - 123 2021 Music, performing and visual Arts 2652 Musicians, Singers and Composers 2,937 1,054 - 893 214 - - 23 - - - - - - 1,076 210 34 374 - - - - 2,322 - - - - - - 561 - - - - - - 94 - 799 67 172 - 313 - - - - - 36 - - 453 556 - - - - 133 - - 54 - 47 - - - 1,737 - - - 668 - 136 - - - 74 124 2021 Music, performing and visual Arts 2653 Dancers and Choreographers - - - - - - - - - - - - - - - 202 391 - - - - - - 80 - - - - - 630 - 496 - - - - - 223 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 125 2021 Film, TV, video, radio and photography 2654 Film, Stage and Related Directors and Producers 5,341 - - 566 - - - - - - - - - - - - - - - - - - - - - - - - - - - - 101 - - - - - - - - - - - - - - - - - - - - - - 456 - - - 705 - - - - - - 321 - - - - - - - - - - 126 2021 Music, performing and visual Arts 2655 Actors - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 147 - - - - - - - - - - 127 2021 Architecture 3112 Civil Engineering Technicians 10,398 1,132 1,643 2,810 677 191 1,330 196 358 229 - 2,027 415 230 1,723 291 26 191 - - 1,122 416 663 421 398 702 37 506 2,643 297 162 57 88 1,094 550 - 447 452 1,146 - 1,026 620 882 660 222 538 77 696 521 1,079 348 94 833 604 188 - 797 1,105 1,707 241 78 145 330 292 235 20 - 398 70 176 1,213 136 599 971 299 - 649 128 2021 Film, TV, video, radio and photography 3431 Photographers 8,778 480 1,489 - - - - 75 - - - 655 - - - - - - - - - - 383 63 - - - - 1,332 - - 143 - - - - 40 - - - - 274 248 - - - - 81 - - - 59 121 - - - - 280 - 422 76 63 111 - 253 - 437 203 210 73 475 188 58 - - - 67 129 2021 Design: product, graphic and fashion design 3432 Interior Designers and Decorators 3,560 1,001 483 - - - - - - - - - - - - - 29 - - - - - - - - - - - - - - - - - - - - - - - - - - 79 - - - - - - - - - - - - - - 448 - - - - 271 - - - - - - - - - - - - - 130 2021 Thai Food 3434 Chefs 3,409 - 1,492 - - 50 - - - 220 - - - 101 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 40 - 910 - - - - - - - - 103 549 - - 527 - 177 - - 128 - - 1,359 188 - - 532 - - - - - - 131 2021 Film, TV, video, radio and photography 3521 Broadcasting and Audio-visual Technicians 3,536 - - - - - 951 - - - - - 250 - - - 70 - - 220 - - 200 - - - - - - - - - - - - - - - - - - 69 222 - 165 - - - - - 218 - - 198 - - 245 - 986 719 94 287 - - - - - - - - 540 - 86 - - - - 132 2021 Crafts 7221 Blacksmiths, Hammersmiths and Forging Press Workers 6,100 10,137 2,054 2,379 1,299 700 - 60 161 609 1,108 258 922 468 712 5,218 83 - 3,965 406 70 3,380 - - 118 59 - 78 1,252 303 64 108 504 - - 388 - 374 3,802 184 237 110 741 - 149 - - 849 160 - 280 80 612 - 125 940 - - 2,433 10,172 28 233 - 4,502 164 44 305 778 - 547 4,001 - 1,938 168 325 - 433 133 2021 Crafts 7314 Potters and Related Workers 1,769 - - - 1,422 833 403 115 597 - 619 - - - - - - - - - - - 2,209 - 917 - - - - - - - - - - - - - 698 294 2,903 - - - - - - - - - - - 731 - - 431 - 399 - - - 279 - - - - - - - - 387 - - 371 - - - 134 2021 Crafts 7316 Sign Writers, Decorative Painters, Engravers and 1,785 1,071 418 - 411 79 - - - 1,230 505 295 192 - - - - - 239 - - - - 221 - - - - - - 93 - 124 - - 1,286 - - - 52 3,064 - - 173 - 733 52 209 - 187 - - - - - 1,257 - - - 1,707 - 102 - - - - 315 - - - 947 59 207 417 - - - 135 2021 Crafts 7318 Handicraft Workers in Textile, Leather and Related 1,618 2,363 498 - 344 - 297 - 576 - 866 - - 98 - - 259 - 2,738 6,492 21,356 534 2,524 3,201 2,376 - - 3,317 11,839 - 179 - 1,966 373 5,328 4,027 2,797 716 7,752 1,359 512 753 1,306 1,625 97 912 - 812 1,038 229 196 1,420 405 502 2,705 697 756 250 1,697 7,008 - - 87 71 - 41 - 403 - 322 - 93 - - 1,098 - 157 136 2021 Crafts 7522 Cabinet-makers and Related Workers 18,162 1,408 6,241 5,960 237 38 956 77 - 378 3,045 1,831 643 617 - 236 1,199 466 3,561 2,370 - - - 2,071 1,181 905 - - 3,047 338 - 662 - 482 505 - 83 84 8,315 1,570 165 - 4,685 336 - 2,632 259 - 203 543 1,360 1,078 295 1,121 162 2,059 1,203 - - 604 107 86 257 862 1,181 92 1,440 1,114 - 281 1,448 - 1,284 155 474 - 304 137 2022 Advertisement and marketing 1221 Sales and Marketing Managers 40,686 9,266 5,998 5,744 977 93 - - 53 642 - 1,523 238 66 745 - 58 - - - - 102 - - 94 254 - - 306 709 - - - 510 256 141 266 - 960 179 - - 196 - - 433 - 394 - - - - 229 - 162 - 521 - 329 1,834 - 459 - 1,996 581 - 198 597 47 75 566 - 467 345 - - 226 138 2022 Advertisement and marketing 1222 Advertising and Public Relations Managers 3,496 - 1,623 1,888 - - - - 100 - - - - - - - - - - - - - - - - - - - - - - - 123 - - 165 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 89 - - - - - - - - - - 139 2022 IT, software and computer services 1330 Information and Communications Technology Service 4,521 687 833 - 572 - - 52 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 119 - - - - - - - - - 98 - - - - - - - - - - - - - - 140 2022 Cultural Tourism 1411 Hotel Managers 6,163 - 1,541 - 900 - - - 62 969 1,486 361 - - - - 114 - 241 - 68 - 83 - 72 38 - - - 141 661 - 177 - - 125 102 - 1,198 - - 61 164 - 144 169 - 193 99 290 208 - 118 - - - 463 156 1,375 814 58 69 205 212 - - 424 - 181 116 362 - 85 141 - - 164 141 2022 Thai Food 1412 Restaurant Managers 15,632 1,675 3,402 6,623 865 136 - - 304 - 4,329 478 291 45 519 - 420 202 2,364 - 166 - 414 - 101 1,107 - - - 451 - 841 128 - - 383 163 - 1,738 - - 45 - 50 - 1,828 23 1,030 - - 163 236 932 62 721 1,515 200 271 2,874 - 138 502 186 922 845 361 3,564 956 73 320 1,290 206 84 103 114 590 - 142 2022 Thai Traditional Medicine 1431 Sports, Recreation and Cultural Centre Managers 4,427 - 2,214 - 498 - - - - - - - - - 1,839 66 - - - - - - - - 130 - - - - - - - 99 - - - 60 - - - 286 - - 46 - - - 122 - - - - 290 - - - - - 812 - - 226 - 2,381 - - - - - - 360 355 - 98 - - - 143 2022 Architecture 2161 Building Architects 15,182 3,903 1,892 - - - - - - - - - - - - - - - - - 61 - 312 - - - - - - - - - - - - - - - - 173 - - - - - - 35 - - - - - 298 - - 130 - - 610 955 - 377 57 116 - 39 717 - - - 1,692 - - - - - - 144 2022 Design: product, graphic and fashion design 2163 Product and Garment Designers 5,844 2,877 873 635 351 - - - - 131 1,694 - - - - 404 - - 2,492 - - 288 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 171 - 66 - - - 1,546 1,301 - - - - 24 30 - - - - 831 - 320 - - - - 145 2022 Architecture 2164 Town and Traffic Planners 1,434 - - - - - - 237 - - - - - 212 - 71 - - 460 - - - - - - 54 - - - - - - - - - - - - - - 205 - - 367 - - 28 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 146 2022 Design: product, graphic and fashion design 2166 Graphic and Multimedia Designers 47,945 3,241 7,725 1,149 363 - 87 - - - 1,038 - 429 - - - 55 - - - - - - - - 80 - - - - - - - - - - - - 4,829 - - - - - - 552 - - - - - 176 1,321 - - - - - 1,129 1,364 187 404 583 450 158 28 1,457 - 70 - - 90 28 - - - - 147 2022 Advertisement and marketing 2431 Advertising and Marketing Professionals 67,750 3,640 13,527 5,431 150 - 1,973 - - 183 6,638 1,296 349 - 615 927 49 620 - - 66 59 - - 592 161 72 - - - - - - - - - 77 421 5,746 - 590 558 110 - 173 3,625 - 1,611 - - - - 635 - 92 301 412 460 - 4,181 31 - 340 166 43 - 555 483 158 140 826 179 167 - - - - 148 2022 Advertisement and marketing 2432 Public Relations Professionals 11,943 2,910 2,396 3,461 - - - 78 - 410 617 383 - - 447 - - - 1,946 - - - 327 - - 125 - - 1,155 318 312 224 - - 296 - - 97 1,613 192 528 173 - - - - - 489 - - 695 144 - - - 200 719 - - - 23 539 627 2,896 49 24 571 - 101 160 1,924 - 185 - - - - 149 2022 IT, software and computer services 2511 Systems Analysts 6,711 2,252 - 1,103 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 117 - - - - - - - - - - - - - - - - - - - - - 165 - - - - - - - - - - - - - 79 - 74 - - 150 2022 IT, software and computer services 2512 Software Developers 3,474 822 523 - - 168 - - - - - - - - - - - - - - - - - - - - - - - - - - - 867 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 151 2022 IT, software and computer services 2513 Web and Multimedia Developers 7,721 - - - - - - - - - - - - - 669 74 - - - - - - - - - - - - - - - - - - - - - - 970 233 - - - - - - - 1,511 - - - - - - - - - - - - - - - 405 - - - - - - - - - - - - - 152 2022 Museums, galleries and libraries 2621 Archivists and Curators 2,454 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 232 - - - - - - - - - - - - - - - - - - - 153 2022 Museums, galleries and libraries 2622 Librarians and Related Information Professionals - - 1,083 - - - - - - - - - - 127 - - 164 - 241 - 90 - - - - - - - 467 - 200 - - - - - - - - - - - - - - 348 - - - 123 84 - 55 - - - - - - - - - - - 61 - - - - - - - - - 101 - - 154 2022 Publishing 2641 Authors and Related Writers 2,536 994 - 1,161 - - - - - - - - - - - - - - - - - - - - 782 - - - - - - - - - - - - - - - - - - 82 - - - - - - - - - - - - - - - - - - - - 366 - - - - - 529 - 158 - - - - 155 2022 Publishing 2642 Journalists 8,629 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 215 84 1,174 - - - - 336 - 290 - - 110 - - - 303 - - - - - - - - - - - - - - - 96 - - - 115 156 2022 Music, performing and visual Arts 2651 Visual Artists 1,112 - - - - - 194 38 - - - - - - - - - - 197 - - - - - - - - - - 362 - 79 174 - - - 62 - 1,902 - 2,216 - 193 - 352 2,061 - 1,264 - - - - 2,321 - - 456 381 824 - - - - - 1,066 522 - - - 88 - - - 155 - - - - 157 2022 Music, performing and visual Arts 2652 Musicians, Singers and Composers 2,798 - - - 234 202 - - - 1,233 729 - 275 113 336 982 50 182 2,884 - 920 132 185 - - - - - - - 61 - - 1,432 - - - - - 181 - 127 225 - - - - 1,209 117 - - - 218 194 - 757 350 - 946 1,899 234 288 - - 132 - 1,026 - - 93 3,150 - 847 136 50 - 743 158 2022 Music, performing and visual Arts 2653 Dancers and Choreographers 1,788 - - - - - - - - - - - - - - - - - 340 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 159 2022 Film, TV, video, radio and photography 2654 Film, Stage and Related Directors and Producers 11,223 - 626 - 630 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 122 - - - - - - - - - - - - - 825 - - - - - 91 - - - - - - - - - - - - 160 2022 Music, performing and visual Arts 2655 Actors 1,236 - 1,069 - - - - - - - - - - - - - - - 254 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 149 - - - - - - - - - - - - - - - - - - - - - 161 2022 Architecture 3112 Civil Engineering Technicians 13,240 5,333 4,884 1,022 575 204 980 320 153 - - 661 125 466 533 144 193 175 1,965 177 246 - 777 49 116 47 73 102 2,485 - 56 234 - 770 301 1,096 221 - - - 1,206 229 1,079 - 139 536 293 - 480 - 450 289 894 198 543 - 562 627 - - 136 - 409 767 320 115 1,148 - - 416 661 135 87 - 323 - 1,342 162 2022 Film, TV, video, radio and photography 3431 Photographers 14,701 - 1,449 - - - - 64 - - - - 175 51 246 - - 116 732 568 - - 1,386 - - 63 - - 670 165 - - - - - - 104 - 1,223 - 417 - - - - - - 238 68 - - - - - - 175 - - 1,678 - 38 465 - - 225 28 - - 82 262 - 46 - - - 587 - 163 2022 Design: product, graphic and fashion design 3432 Interior Designers and Decorators 10,326 - 3,042 1,310 - - - - - - 844 - 399 - - 538 - - - - - - - - - - - - - - - 76 - - - - - - - - - - - - - - - - - - - - - - - - - - 477 - - 187 - - - - - - - - - - - - - - - 164 2022 Thai Food 3434 Chefs 4,144 866 - - - 207 - - - - - 627 244 - 278 - - - 283 - - 55 - - - - - - - - 81 - - - - - - - - - - - - - - 887 - - - - - - - - - 414 561 - - - 142 171 162 1,200 - 217 704 1,259 - - - - - - - - - 165 2022 Film, TV, video, radio and photography 3521 Broadcasting and Audio-visual Technicians 5,167 - - - - - - - - - - - - - - - 429 - - - - - - - - - - - - - - 72 - - - - - - - - - 268 468 - - - - - - - - - 190 - - - 217 - - - 84 - - - - - - - - - - 104 - 317 - - - 166 2022 Crafts 7221 Blacksmiths, Hammersmiths and Forging Press Workers 7,312 7,227 1,757 3,144 2,101 - 966 - - 971 4,594 2,923 - - 2,717 1,426 618 - 778 2,058 - - - - - - - - - 342 630 933 427 - - 417 1,000 - 414 341 547 462 555 125 331 - - 1,379 79 648 738 - - 547 83 2,700 827 - 1,733 2,719 87 613 - 1,449 - - 508 5,793 105 399 893 - 1,520 287 411 - 212 167 2022 Crafts 7314 Potters and Related Workers - - - - - 578 - 74 - - - - 152 - - - - - 4,008 - - - 248 - - - - - - - - - - - - - 127 - - - 732 135 - - - - - - 133 - - 99 - - - 271 - 293 563 - - - - - - - - - - - - - - - - - - 168 2022 Crafts 7316 Sign Writers, Decorative Painters, Engravers and 791 907 688 - - - - 197 - 699 - - - 61 - - - - - - - - - - 161 - 55 - 1,470 - - - - - 534 - - - - - 2,415 - 358 - - - 28 - - - 257 - - - 75 214 - 582 - - 57 - - - - 45 - 439 103 - - - - 909 - - 155 169 2022 Crafts 7318 Handicraft Workers in Textile, Leather and Related - 11,834 857 2,521 - - 1,353 243 57 - - - 70 - - 491 11 329 1,206 3,896 11,491 583 265 1,133 2,260 - - 866 3,464 830 - - 837 2,737 11,093 1,097 899 332 386 1,445 - 340 379 242 - - - - - 408 - - - - 232 592 1,587 - 1,146 446 400 176 381 - 65 36 - - 72 - 1,551 426 236 - 212 - - 170 2022 Crafts 7522 Cabinet-makers and Related Workers 10,540 2,714 2,116 7,275 1,540 - 2,550 45 377 - 365 - 210 - 1,031 1,072 234 6,051 1,467 755 938 - 2,739 849 - - 126 133 1,163 736 2,061 542 101 1,648 171 643 - - 10,146 1,841 6,076 218 7,848 - 583 1,129 - 795 86 535 1,257 974 124 248 398 - - - 3,255 2,152 - 646 636 2,858 269 - 1,519 627 208 - 726 197 876 116 126 - 150 171 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 172 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 173 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 174 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 175 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 176 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 177 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 178 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 179 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 180 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 181 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 182 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 183 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 184 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 185 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 186 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 187 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 188 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 189 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 190 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 191 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 192 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 193 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 194 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 195 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 196 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 197 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 198 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 199 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 200 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 201 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 202 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 203 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 204 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 205 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 206 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 207 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 208 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 209 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 210 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 211 "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" "" 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