Frequencies for first 10,000 rows of phycode variable in namcs2009 dataset : physician | code | Freq. Percent Cum. ------------+----------------------------------- 14 | 20 0.20 0.20 15 | 34 0.34 0.54 18 | 30 0.30 0.84 19 | 47 0.47 1.31 23 | 30 0.30 1.61 24 | 44 0.44 2.05 30 | 39 0.39 2.44 32 | 44 0.44 2.88 40 | 36 0.36 3.24 43 | 23 0.23 3.47 46 | 31 0.31 3.78 48 | 30 0.30 4.08 49 | 27 0.27 4.35 50 | 31 0.31 4.66 53 | 117 1.17 5.83 54 | 31 0.31 6.14 64 | 41 0.41 6.55 66 | 17 0.17 6.72 68 | 31 0.31 7.03 70 | 23 0.23 7.26 71 | 43 0.43 7.69 72 | 32 0.32 8.01 73 | 31 0.31 8.32 74 | 22 0.22 8.54 77 | 33 0.33 8.87 80 | 29 0.29 9.16 81 | 18 0.18 9.34 84 | 20 0.20 9.54 85 | 20 0.20 9.74 89 | 32 0.32 10.06 90 | 20 0.20 10.26 95 | 31 0.31 10.57 96 | 24 0.24 10.81 97 | 21 0.21 11.02 100 | 41 0.41 11.43 101 | 45 0.45 11.88 103 | 13 0.13 12.01 104 | 38 0.38 12.39 105 | 29 0.29 12.68 106 | 28 0.28 12.96 107 | 33 0.33 13.29 109 | 38 0.38 13.67 112 | 38 0.38 14.05 118 | 27 0.27 14.32 125 | 29 0.29 14.61 128 | 23 0.23 14.84 130 | 26 0.26 15.10 131 | 51 0.51 15.61 133 | 22 0.22 15.83 138 | 15 0.15 15.98 139 | 39 0.39 16.37 140 | 33 0.33 16.70 143 | 24 0.24 16.94 151 | 29 0.29 17.23 153 | 32 0.32 17.55 154 | 30 0.30 17.85 155 | 26 0.26 18.11 156 | 28 0.28 18.39 157 | 20 0.20 18.59 159 | 30 0.30 18.89 163 | 36 0.36 19.25 167 | 35 0.35 19.60 170 | 34 0.34 19.94 172 | 28 0.28 20.22 176 | 34 0.34 20.56 179 | 26 0.26 20.82 181 | 22 0.22 21.04 182 | 56 0.56 21.60 183 | 27 0.27 21.87 184 | 32 0.32 22.19 185 | 35 0.35 22.54 186 | 22 0.22 22.76 187 | 33 0.33 23.09 189 | 8 0.08 23.17 190 | 15 0.15 23.32 193 | 34 0.34 23.66 194 | 43 0.43 24.09 199 | 13 0.13 24.22 202 | 32 0.32 24.54 203 | 22 0.22 24.76 204 | 25 0.25 25.01 208 | 35 0.35 25.36 210 | 20 0.20 25.56 211 | 35 0.35 25.91 212 | 38 0.38 26.29 215 | 24 0.24 26.53 223 | 8 0.08 26.61 225 | 19 0.19 26.80 227 | 19 0.19 26.99 230 | 26 0.26 27.25 236 | 30 0.30 27.55 237 | 8 0.08 27.63 242 | 30 0.30 27.93 244 | 28 0.28 28.21 248 | 46 0.46 28.67 249 | 43 0.43 29.10 250 | 38 0.38 29.48 252 | 35 0.35 29.83 253 | 8 0.08 29.91 255 | 34 0.34 30.25 261 | 31 0.31 30.56 263 | 17 0.17 30.73 267 | 32 0.32 31.05 272 | 33 0.33 31.38 276 | 32 0.32 31.70 278 | 38 0.38 32.08 281 | 10 0.10 32.18 282 | 32 0.32 32.50 285 | 23 0.23 32.73 286 | 33 0.33 33.06 287 | 41 0.41 33.47 294 | 30 0.30 33.77 295 | 29 0.29 34.06 296 | 20 0.20 34.26 297 | 13 0.13 34.39 298 | 29 0.29 34.68 299 | 39 0.39 35.07 300 | 25 0.25 35.32 303 | 26 0.26 35.58 313 | 42 0.42 36.00 314 | 29 0.29 36.29 319 | 23 0.23 36.52 321 | 28 0.28 36.80 324 | 30 0.30 37.10 327 | 18 0.18 37.28 333 | 32 0.32 37.60 336 | 37 0.37 37.97 338 | 33 0.33 38.30 339 | 10 0.10 38.40 340 | 43 0.43 38.83 341 | 20 0.20 39.03 346 | 42 0.42 39.45 348 | 20 0.20 39.65 349 | 5 0.05 39.70 350 | 37 0.37 40.07 352 | 28 0.28 40.35 354 | 25 0.25 40.60 359 | 23 0.23 40.83 360 | 18 0.18 41.01 367 | 38 0.38 41.39 369 | 33 0.33 41.72 370 | 30 0.30 42.02 371 | 33 0.33 42.35 378 | 24 0.24 42.59 381 | 22 0.22 42.81 382 | 19 0.19 43.00 383 | 16 0.16 43.16 385 | 16 0.16 43.32 392 | 20 0.20 43.52 395 | 40 0.40 43.92 396 | 19 0.19 44.11 397 | 10 0.10 44.21 405 | 20 0.20 44.41 406 | 6 0.06 44.47 409 | 7 0.07 44.54 410 | 139 1.39 45.93 417 | 30 0.30 46.23 419 | 4 0.04 46.27 420 | 10 0.10 46.37 421 | 20 0.20 46.57 423 | 28 0.28 46.85 426 | 39 0.39 47.24 427 | 28 0.28 47.52 436 | 38 0.38 47.90 437 | 16 0.16 48.06 438 | 33 0.33 48.39 439 | 33 0.33 48.72 440 | 32 0.32 49.04 443 | 20 0.20 49.24 445 | 44 0.44 49.68 446 | 30 0.30 49.98 447 | 17 0.17 50.15 448 | 17 0.17 50.32 451 | 21 0.21 50.53 452 | 34 0.34 50.87 454 | 40 0.40 51.27 459 | 23 0.23 51.50 464 | 15 0.15 51.65 465 | 33 0.33 51.98 466 | 19 0.19 52.17 471 | 11 0.11 52.28 476 | 30 0.30 52.58 478 | 22 0.22 52.80 479 | 25 0.25 53.05 481 | 22 0.22 53.27 482 | 6 0.06 53.33 484 | 19 0.19 53.52 485 | 7 0.07 53.59 486 | 20 0.20 53.79 489 | 30 0.30 54.09 496 | 10 0.10 54.19 497 | 10 0.10 54.29 498 | 32 0.32 54.61 499 | 14 0.14 54.75 501 | 22 0.22 54.97 502 | 35 0.35 55.32 505 | 30 0.30 55.62 508 | 18 0.18 55.80 509 | 62 0.62 56.42 512 | 51 0.51 56.93 513 | 48 0.48 57.41 517 | 3 0.03 57.44 518 | 9 0.09 57.53 519 | 37 0.37 57.90 522 | 40 0.40 58.30 523 | 26 0.26 58.56 525 | 26 0.26 58.82 530 | 35 0.35 59.17 533 | 6 0.06 59.23 534 | 20 0.20 59.43 537 | 39 0.39 59.82 540 | 24 0.24 60.06 544 | 31 0.31 60.37 545 | 40 0.40 60.77 546 | 17 0.17 60.94 557 | 41 0.41 61.35 564 | 40 0.40 61.75 567 | 32 0.32 62.07 568 | 41 0.41 62.48 569 | 19 0.19 62.67 572 | 38 0.38 63.05 574 | 38 0.38 63.43 576 | 15 0.15 63.58 581 | 25 0.25 63.83 583 | 20 0.20 64.03 584 | 28 0.28 64.31 586 | 6 0.06 64.37 587 | 13 0.13 64.50 589 | 27 0.27 64.77 602 | 25 0.25 65.02 603 | 28 0.28 65.30 604 | 30 0.30 65.60 605 | 18 0.18 65.78 606 | 21 0.21 65.99 607 | 37 0.37 66.36 620 | 23 0.23 66.59 621 | 14 0.14 66.73 639 | 19 0.19 66.92 642 | 10 0.10 67.02 648 | 20 0.20 67.22 651 | 42 0.42 67.64 655 | 20 0.20 67.84 656 | 25 0.25 68.09 667 | 36 0.36 68.45 671 | 30 0.30 68.75 672 | 6 0.06 68.81 675 | 26 0.26 69.07 676 | 18 0.18 69.25 677 | 29 0.29 69.54 683 | 33 0.33 69.87 684 | 34 0.34 70.21 685 | 29 0.29 70.50 686 | 9 0.09 70.59 688 | 30 0.30 70.89 692 | 39 0.39 71.28 693 | 42 0.42 71.70 695 | 25 0.25 71.95 696 | 40 0.40 72.35 698 | 33 0.33 72.68 700 | 1 0.01 72.69 701 | 25 0.25 72.94 702 | 15 0.15 73.09 707 | 40 0.40 73.49 710 | 25 0.25 73.74 711 | 25 0.25 73.99 714 | 20 0.20 74.19 716 | 28 0.28 74.47 718 | 23 0.23 74.70 723 | 3 0.03 74.73 728 | 11 0.11 74.84 731 | 10 0.10 74.94 735 | 32 0.32 75.26 736 | 20 0.20 75.46 737 | 14 0.14 75.60 744 | 27 0.27 75.87 747 | 45 0.45 76.32 749 | 32 0.32 76.64 751 | 26 0.26 76.90 754 | 18 0.18 77.08 757 | 43 0.43 77.51 761 | 45 0.45 77.96 763 | 10 0.10 78.06 764 | 41 0.41 78.47 765 | 26 0.26 78.73 766 | 43 0.43 79.16 769 | 31 0.31 79.47 771 | 1 0.01 79.48 773 | 31 0.31 79.79 777 | 32 0.32 80.11 799 | 18 0.18 80.29 800 | 19 0.19 80.48 801 | 25 0.25 80.73 804 | 31 0.31 81.04 811 | 21 0.21 81.25 814 | 21 0.21 81.46 815 | 29 0.29 81.75 817 | 23 0.23 81.98 819 | 5 0.05 82.03 822 | 26 0.26 82.29 826 | 32 0.32 82.61 827 | 29 0.29 82.90 830 | 25 0.25 83.15 841 | 6 0.06 83.21 842 | 26 0.26 83.47 852 | 5 0.05 83.52 853 | 15 0.15 83.67 858 | 31 0.31 83.98 860 | 13 0.13 84.11 863 | 37 0.37 84.48 864 | 25 0.25 84.73 867 | 23 0.23 84.96 870 | 23 0.23 85.19 873 | 23 0.23 85.42 874 | 27 0.27 85.69 875 | 22 0.22 85.91 880 | 29 0.29 86.20 881 | 73 0.73 86.93 891 | 26 0.26 87.19 893 | 6 0.06 87.25 895 | 31 0.31 87.56 898 | 29 0.29 87.85 899 | 14 0.14 87.99 900 | 29 0.29 88.28 901 | 6 0.06 88.34 902 | 39 0.39 88.73 903 | 36 0.36 89.09 904 | 22 0.22 89.31 905 | 35 0.35 89.66 908 | 16 0.16 89.82 910 | 37 0.37 90.19 912 | 31 0.31 90.50 913 | 19 0.19 90.69 915 | 18 0.18 90.87 917 | 17 0.17 91.04 920 | 27 0.27 91.31 924 | 33 0.33 91.64 926 | 28 0.28 91.92 930 | 25 0.25 92.17 932 | 40 0.40 92.57 934 | 19 0.19 92.76 936 | 35 0.35 93.11 937 | 31 0.31 93.42 942 | 36 0.36 93.78 946 | 52 0.52 94.30 952 | 18 0.18 94.48 958 | 31 0.31 94.79 959 | 27 0.27 95.06 960 | 19 0.19 95.25 963 | 25 0.25 95.50 964 | 21 0.21 95.71 967 | 10 0.10 95.81 974 | 29 0.29 96.10 975 | 41 0.41 96.51 977 | 13 0.13 96.64 980 | 33 0.33 96.97 982 | 35 0.35 97.32 985 | 24 0.24 97.56 987 | 31 0.31 97.87 988 | 28 0.28 98.15 991 | 22 0.22 98.37 993 | 25 0.25 98.62 997 | 39 0.39 99.01 999 | 26 0.26 99.27 1001 | 7 0.07 99.34 1003 | 39 0.39 99.73 1004 | 27 0.27 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016