Frequencies for first 10,000 rows of phycode variable in namcs2007 dataset : physician | code | Freq. Percent Cum. ------------+----------------------------------- 11 | 30 0.30 0.30 13 | 28 0.28 0.58 18 | 27 0.27 0.85 19 | 36 0.36 1.21 26 | 27 0.27 1.48 28 | 45 0.45 1.93 29 | 23 0.23 2.16 37 | 33 0.33 2.49 48 | 29 0.29 2.78 50 | 23 0.23 3.01 54 | 17 0.17 3.18 58 | 27 0.27 3.45 59 | 28 0.28 3.73 60 | 32 0.32 4.05 61 | 32 0.32 4.37 64 | 28 0.28 4.65 67 | 9 0.09 4.74 70 | 58 0.58 5.32 73 | 38 0.38 5.70 74 | 9 0.09 5.79 76 | 16 0.16 5.95 79 | 32 0.32 6.27 83 | 25 0.25 6.52 85 | 32 0.32 6.84 86 | 53 0.53 7.37 87 | 35 0.35 7.72 89 | 30 0.30 8.02 94 | 39 0.39 8.41 97 | 28 0.28 8.69 101 | 22 0.22 8.91 102 | 35 0.35 9.26 103 | 32 0.32 9.58 104 | 25 0.25 9.83 106 | 30 0.30 10.13 110 | 36 0.36 10.49 111 | 25 0.25 10.74 113 | 29 0.29 11.03 116 | 30 0.30 11.33 117 | 31 0.31 11.64 121 | 44 0.44 12.08 122 | 38 0.38 12.46 123 | 30 0.30 12.76 124 | 37 0.37 13.13 125 | 34 0.34 13.47 131 | 21 0.21 13.68 132 | 31 0.31 13.99 133 | 24 0.24 14.23 135 | 22 0.22 14.45 136 | 28 0.28 14.73 137 | 36 0.36 15.09 144 | 14 0.14 15.23 145 | 23 0.23 15.46 147 | 30 0.30 15.76 148 | 8 0.08 15.84 149 | 26 0.26 16.10 156 | 43 0.43 16.53 158 | 33 0.33 16.86 159 | 34 0.34 17.20 161 | 37 0.37 17.57 163 | 25 0.25 17.82 165 | 26 0.26 18.08 166 | 41 0.41 18.49 173 | 18 0.18 18.67 174 | 20 0.20 18.87 175 | 36 0.36 19.23 177 | 38 0.38 19.61 183 | 22 0.22 19.83 185 | 25 0.25 20.08 186 | 35 0.35 20.43 187 | 31 0.31 20.74 188 | 11 0.11 20.85 190 | 35 0.35 21.20 191 | 11 0.11 21.31 195 | 15 0.15 21.46 198 | 27 0.27 21.73 199 | 49 0.49 22.22 202 | 49 0.49 22.71 206 | 35 0.35 23.06 207 | 22 0.22 23.28 210 | 32 0.32 23.60 213 | 39 0.39 23.99 214 | 35 0.35 24.34 216 | 36 0.36 24.70 217 | 18 0.18 24.88 218 | 38 0.38 25.26 220 | 33 0.33 25.59 221 | 21 0.21 25.80 222 | 21 0.21 26.01 223 | 24 0.24 26.25 230 | 30 0.30 26.55 236 | 27 0.27 26.82 238 | 3 0.03 26.85 240 | 28 0.28 27.13 250 | 52 0.52 27.65 255 | 29 0.29 27.94 257 | 34 0.34 28.28 258 | 32 0.32 28.60 259 | 32 0.32 28.92 260 | 23 0.23 29.15 265 | 31 0.31 29.46 266 | 28 0.28 29.74 269 | 27 0.27 30.01 277 | 44 0.44 30.45 279 | 43 0.43 30.88 280 | 25 0.25 31.13 281 | 39 0.39 31.52 284 | 35 0.35 31.87 291 | 32 0.32 32.19 292 | 20 0.20 32.39 297 | 26 0.26 32.65 298 | 19 0.19 32.84 301 | 24 0.24 33.08 303 | 25 0.25 33.33 306 | 24 0.24 33.57 307 | 28 0.28 33.85 311 | 26 0.26 34.11 313 | 24 0.24 34.35 315 | 28 0.28 34.63 316 | 21 0.21 34.84 317 | 23 0.23 35.07 318 | 38 0.38 35.45 320 | 30 0.30 35.75 323 | 32 0.32 36.07 331 | 27 0.27 36.34 332 | 24 0.24 36.58 333 | 15 0.15 36.73 335 | 28 0.28 37.01 339 | 11 0.11 37.12 343 | 17 0.17 37.29 346 | 37 0.37 37.66 347 | 7 0.07 37.73 348 | 29 0.29 38.02 349 | 35 0.35 38.37 350 | 36 0.36 38.73 351 | 26 0.26 38.99 357 | 23 0.23 39.22 365 | 31 0.31 39.53 369 | 27 0.27 39.80 372 | 14 0.14 39.94 373 | 21 0.21 40.15 374 | 28 0.28 40.43 377 | 26 0.26 40.69 379 | 25 0.25 40.94 380 | 33 0.33 41.27 382 | 38 0.38 41.65 383 | 12 0.12 41.77 384 | 20 0.20 41.97 385 | 30 0.30 42.27 388 | 44 0.44 42.71 389 | 11 0.11 42.82 394 | 38 0.38 43.20 399 | 45 0.45 43.65 403 | 29 0.29 43.94 415 | 37 0.37 44.31 421 | 35 0.35 44.66 422 | 28 0.28 44.94 423 | 28 0.28 45.22 424 | 14 0.14 45.36 425 | 32 0.32 45.68 429 | 34 0.34 46.02 438 | 31 0.31 46.33 439 | 33 0.33 46.66 440 | 27 0.27 46.93 444 | 18 0.18 47.11 448 | 25 0.25 47.36 451 | 31 0.31 47.67 453 | 25 0.25 47.92 456 | 35 0.35 48.27 460 | 15 0.15 48.42 461 | 20 0.20 48.62 464 | 26 0.26 48.88 468 | 17 0.17 49.05 471 | 21 0.21 49.26 472 | 36 0.36 49.62 474 | 17 0.17 49.79 477 | 22 0.22 50.01 478 | 25 0.25 50.26 479 | 25 0.25 50.51 484 | 52 0.52 51.03 490 | 32 0.32 51.35 491 | 23 0.23 51.58 495 | 10 0.10 51.68 496 | 17 0.17 51.85 497 | 12 0.12 51.97 500 | 8 0.08 52.05 503 | 23 0.23 52.28 504 | 25 0.25 52.53 505 | 40 0.40 52.93 509 | 31 0.31 53.24 510 | 33 0.33 53.57 512 | 15 0.15 53.72 513 | 29 0.29 54.01 515 | 31 0.31 54.32 522 | 15 0.15 54.47 523 | 20 0.20 54.67 524 | 12 0.12 54.79 526 | 39 0.39 55.18 527 | 6 0.06 55.24 528 | 15 0.15 55.39 529 | 25 0.25 55.64 530 | 30 0.30 55.94 534 | 34 0.34 56.28 535 | 26 0.26 56.54 540 | 35 0.35 56.89 546 | 10 0.10 56.99 548 | 35 0.35 57.34 550 | 19 0.19 57.53 551 | 31 0.31 57.84 552 | 13 0.13 57.97 556 | 24 0.24 58.21 557 | 25 0.25 58.46 558 | 7 0.07 58.53 560 | 20 0.20 58.73 566 | 25 0.25 58.98 570 | 38 0.38 59.36 571 | 20 0.20 59.56 579 | 6 0.06 59.62 582 | 19 0.19 59.81 583 | 33 0.33 60.14 598 | 19 0.19 60.33 602 | 24 0.24 60.57 607 | 24 0.24 60.81 616 | 22 0.22 61.03 619 | 25 0.25 61.28 622 | 28 0.28 61.56 626 | 11 0.11 61.67 629 | 28 0.28 61.95 633 | 29 0.29 62.24 639 | 28 0.28 62.52 640 | 24 0.24 62.76 642 | 27 0.27 63.03 643 | 14 0.14 63.17 653 | 23 0.23 63.40 655 | 20 0.20 63.60 665 | 37 0.37 63.97 666 | 20 0.20 64.17 667 | 25 0.25 64.42 668 | 38 0.38 64.80 669 | 2 0.02 64.82 672 | 14 0.14 64.96 674 | 34 0.34 65.30 678 | 25 0.25 65.55 680 | 38 0.38 65.93 685 | 45 0.45 66.38 686 | 28 0.28 66.66 690 | 20 0.20 66.86 691 | 28 0.28 67.14 692 | 16 0.16 67.30 694 | 38 0.38 67.68 701 | 25 0.25 67.93 710 | 19 0.19 68.12 711 | 28 0.28 68.40 712 | 8 0.08 68.48 713 | 4 0.04 68.52 714 | 35 0.35 68.87 715 | 21 0.21 69.08 716 | 12 0.12 69.20 718 | 35 0.35 69.55 721 | 15 0.15 69.70 722 | 4 0.04 69.74 725 | 30 0.30 70.04 726 | 13 0.13 70.17 730 | 24 0.24 70.41 731 | 20 0.20 70.61 732 | 19 0.19 70.80 733 | 21 0.21 71.01 743 | 30 0.30 71.31 747 | 17 0.17 71.48 748 | 31 0.31 71.79 749 | 37 0.37 72.16 750 | 22 0.22 72.38 751 | 36 0.36 72.74 753 | 11 0.11 72.85 754 | 28 0.28 73.13 762 | 30 0.30 73.43 764 | 37 0.37 73.80 765 | 30 0.30 74.10 767 | 34 0.34 74.44 770 | 12 0.12 74.56 771 | 30 0.30 74.86 772 | 32 0.32 75.18 775 | 41 0.41 75.59 778 | 25 0.25 75.84 783 | 32 0.32 76.16 790 | 28 0.28 76.44 796 | 29 0.29 76.73 800 | 18 0.18 76.91 812 | 14 0.14 77.05 820 | 25 0.25 77.30 821 | 39 0.39 77.69 826 | 33 0.33 78.02 828 | 43 0.43 78.45 831 | 40 0.40 78.85 832 | 31 0.31 79.16 839 | 33 0.33 79.49 842 | 40 0.40 79.89 846 | 31 0.31 80.20 847 | 39 0.39 80.59 853 | 35 0.35 80.94 856 | 30 0.30 81.24 867 | 27 0.27 81.51 869 | 20 0.20 81.71 873 | 39 0.39 82.10 876 | 19 0.19 82.29 877 | 34 0.34 82.63 878 | 30 0.30 82.93 881 | 26 0.26 83.19 886 | 32 0.32 83.51 888 | 26 0.26 83.77 890 | 28 0.28 84.05 892 | 22 0.22 84.27 893 | 27 0.27 84.54 895 | 36 0.36 84.90 898 | 28 0.28 85.18 902 | 30 0.30 85.48 903 | 27 0.27 85.75 904 | 18 0.18 85.93 905 | 37 0.37 86.30 906 | 35 0.35 86.65 908 | 22 0.22 86.87 918 | 19 0.19 87.06 921 | 23 0.23 87.29 924 | 27 0.27 87.56 925 | 30 0.30 87.86 928 | 39 0.39 88.25 930 | 30 0.30 88.55 940 | 27 0.27 88.82 944 | 39 0.39 89.21 946 | 31 0.31 89.52 947 | 20 0.20 89.72 948 | 29 0.29 90.01 950 | 34 0.34 90.35 952 | 9 0.09 90.44 956 | 31 0.31 90.75 958 | 43 0.43 91.18 959 | 15 0.15 91.33 960 | 29 0.29 91.62 961 | 37 0.37 91.99 964 | 20 0.20 92.19 965 | 34 0.34 92.53 966 | 39 0.39 92.92 970 | 34 0.34 93.26 971 | 30 0.30 93.56 972 | 38 0.38 93.94 974 | 26 0.26 94.20 976 | 41 0.41 94.61 978 | 45 0.45 95.06 979 | 26 0.26 95.32 980 | 21 0.21 95.53 981 | 34 0.34 95.87 983 | 16 0.16 96.03 984 | 33 0.33 96.36 989 | 23 0.23 96.59 990 | 36 0.36 96.95 991 | 20 0.20 97.15 1001 | 10 0.10 97.25 1005 | 33 0.33 97.58 1006 | 25 0.25 97.83 1008 | 25 0.25 98.08 1013 | 64 0.64 98.72 1014 | 38 0.38 99.10 1015 | 19 0.19 99.29 1017 | 35 0.35 99.64 1028 | 36 0.36 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016