Frequencies for anesthesiologistsper100000reside variable in 1996_hosp_phys_hrr Anesthesiol | ogists per | 100000 | Residents | 1996 | Freq. Percent Cum. ------------+----------------------------------- 4.261795 | 1 0.33 0.33 4.557595 | 1 0.33 0.65 4.771461 | 1 0.33 0.98 4.85427 | 1 0.33 1.30 5.205902 | 1 0.33 1.63 5.240486 | 1 0.33 1.95 5.271801 | 1 0.33 2.28 5.320484 | 1 0.33 2.61 5.337286 | 1 0.33 2.93 5.418829 | 1 0.33 3.26 5.523604 | 1 0.33 3.58 5.584554 | 1 0.33 3.91 5.621032 | 1 0.33 4.23 5.632822 | 1 0.33 4.56 5.71572 | 1 0.33 4.89 5.750905 | 1 0.33 5.21 5.848384 | 1 0.33 5.54 5.956281 | 1 0.33 5.86 6.045475 | 1 0.33 6.19 6.067245 | 1 0.33 6.51 6.158431 | 1 0.33 6.84 6.229169 | 1 0.33 7.17 6.254466 | 1 0.33 7.49 6.260217 | 1 0.33 7.82 6.310754 | 1 0.33 8.14 6.333435 | 1 0.33 8.47 6.550203 | 1 0.33 8.79 6.552718 | 1 0.33 9.12 6.571455 | 1 0.33 9.45 6.596291 | 1 0.33 9.77 6.733244 | 1 0.33 10.10 6.737761 | 1 0.33 10.42 6.744638 | 1 0.33 10.75 6.781731 | 1 0.33 11.07 6.80178 | 1 0.33 11.40 6.804883 | 1 0.33 11.73 6.864603 | 1 0.33 12.05 6.871137 | 1 0.33 12.38 6.933759 | 1 0.33 12.70 6.963854 | 1 0.33 13.03 6.96671 | 1 0.33 13.36 7.015759 | 1 0.33 13.68 7.075475 | 1 0.33 14.01 7.078885 | 1 0.33 14.33 7.093837 | 1 0.33 14.66 7.11508 | 1 0.33 14.98 7.155174 | 1 0.33 15.31 7.189603 | 1 0.33 15.64 7.190603 | 1 0.33 15.96 7.257574 | 1 0.33 16.29 7.260774 | 1 0.33 16.61 7.261481 | 1 0.33 16.94 7.262454 | 1 0.33 17.26 7.381783 | 1 0.33 17.59 7.40282 | 1 0.33 17.92 7.411995 | 1 0.33 18.24 7.47365 | 1 0.33 18.57 7.482433 | 1 0.33 18.89 7.496212 | 1 0.33 19.22 7.540461 | 1 0.33 19.54 7.543458 | 1 0.33 19.87 7.560682 | 1 0.33 20.20 7.563828 | 1 0.33 20.52 7.569546 | 1 0.33 20.85 7.600672 | 1 0.33 21.17 7.625121 | 1 0.33 21.50 7.677915 | 1 0.33 21.82 7.723473 | 1 0.33 22.15 7.773286 | 1 0.33 22.48 7.775488 | 1 0.33 22.80 7.788222 | 1 0.33 23.13 7.803525 | 1 0.33 23.45 7.822937 | 1 0.33 23.78 7.877777 | 1 0.33 24.10 7.87974 | 1 0.33 24.43 7.894915 | 1 0.33 24.76 7.942332 | 1 0.33 25.08 7.957821 | 1 0.33 25.41 7.981334 | 1 0.33 25.73 8.009603 | 1 0.33 26.06 8.02988 | 1 0.33 26.38 8.043423 | 1 0.33 26.71 8.06803 | 1 0.33 27.04 8.06809 | 1 0.33 27.36 8.103052 | 1 0.33 27.69 8.119652 | 1 0.33 28.01 8.149328 | 1 0.33 28.34 8.160042 | 1 0.33 28.66 8.161995 | 1 0.33 28.99 8.178747 | 1 0.33 29.32 8.188347 | 1 0.33 29.64 8.208176 | 1 0.33 29.97 8.218638 | 1 0.33 30.29 8.228064 | 1 0.33 30.62 8.228309 | 1 0.33 30.94 8.229888 | 1 0.33 31.27 8.3108 | 1 0.33 31.60 8.317859 | 1 0.33 31.92 8.358063 | 1 0.33 32.25 8.362978 | 1 0.33 32.57 8.397297 | 1 0.33 32.90 8.435939 | 1 0.33 33.22 8.443719 | 1 0.33 33.55 8.456214 | 1 0.33 33.88 8.464271 | 1 0.33 34.20 8.465897 | 1 0.33 34.53 8.471661 | 1 0.33 34.85 8.47478 | 1 0.33 35.18 8.48315 | 1 0.33 35.50 8.500235 | 1 0.33 35.83 8.516473 | 1 0.33 36.16 8.524959 | 1 0.33 36.48 8.535139 | 1 0.33 36.81 8.561398 | 1 0.33 37.13 8.609555 | 1 0.33 37.46 8.610384 | 1 0.33 37.79 8.666998 | 1 0.33 38.11 8.784399 | 1 0.33 38.44 8.821148 | 1 0.33 38.76 8.838004 | 1 0.33 39.09 8.854619 | 1 0.33 39.41 8.859061 | 1 0.33 39.74 8.861769 | 1 0.33 40.07 8.92717 | 1 0.33 40.39 8.947259 | 1 0.33 40.72 8.97363 | 1 0.33 41.04 8.975434 | 1 0.33 41.37 9.03726 | 1 0.33 41.69 9.042614 | 1 0.33 42.02 9.069529 | 1 0.33 42.35 9.093039 | 1 0.33 42.67 9.094666 | 1 0.33 43.00 9.115794 | 1 0.33 43.32 9.116147 | 1 0.33 43.65 9.117723 | 1 0.33 43.97 9.122118 | 1 0.33 44.30 9.146811 | 1 0.33 44.63 9.161386 | 1 0.33 44.95 9.189721 | 1 0.33 45.28 9.195795 | 1 0.33 45.60 9.207896 | 1 0.33 45.93 9.211995 | 1 0.33 46.25 9.21668 | 1 0.33 46.58 9.219926 | 1 0.33 46.91 9.224874 | 1 0.33 47.23 9.226254 | 1 0.33 47.56 9.230304 | 1 0.33 47.88 9.264746 | 1 0.33 48.21 9.292136 | 1 0.33 48.53 9.299379 | 1 0.33 48.86 9.314102 | 1 0.33 49.19 9.31802 | 1 0.33 49.51 9.365815 | 1 0.33 49.84 9.370954 | 1 0.33 50.16 9.397014 | 1 0.33 50.49 9.421747 | 1 0.33 50.81 9.440178 | 1 0.33 51.14 9.468748 | 1 0.33 51.47 9.503251 | 1 0.33 51.79 9.519349 | 1 0.33 52.12 9.550701 | 1 0.33 52.44 9.551647 | 1 0.33 52.77 9.584887 | 1 0.33 53.09 9.61862 | 1 0.33 53.42 9.625525 | 1 0.33 53.75 9.654075 | 1 0.33 54.07 9.664939 | 1 0.33 54.40 9.689421 | 1 0.33 54.72 9.703908 | 1 0.33 55.05 9.713243 | 1 0.33 55.37 9.72813 | 1 0.33 55.70 9.752901 | 1 0.33 56.03 9.760292 | 1 0.33 56.35 9.761534 | 1 0.33 56.68 9.769067 | 1 0.33 57.00 9.775674 | 1 0.33 57.33 9.845634 | 1 0.33 57.65 9.850779 | 1 0.33 57.98 9.855907 | 1 0.33 58.31 9.856356 | 1 0.33 58.63 9.871844 | 1 0.33 58.96 9.894222 | 1 0.33 59.28 9.895868 | 1 0.33 59.61 9.929018 | 1 0.33 59.93 9.935324 | 1 0.33 60.26 9.935919 | 1 0.33 60.59 9.971706 | 1 0.33 60.91 10.02639 | 1 0.33 61.24 10.0601 | 1 0.33 61.56 10.0605 | 1 0.33 61.89 10.08725 | 1 0.33 62.21 10.10593 | 1 0.33 62.54 10.10985 | 1 0.33 62.87 10.14368 | 1 0.33 63.19 10.1464 | 1 0.33 63.52 10.16843 | 1 0.33 63.84 10.17426 | 1 0.33 64.17 10.24883 | 1 0.33 64.50 10.30438 | 1 0.33 64.82 10.3207 | 1 0.33 65.15 10.32394 | 1 0.33 65.47 10.35774 | 1 0.33 65.80 10.40809 | 1 0.33 66.12 10.41092 | 1 0.33 66.45 10.42123 | 1 0.33 66.78 10.42682 | 1 0.33 67.10 10.43472 | 1 0.33 67.43 10.43528 | 1 0.33 67.75 10.46257 | 1 0.33 68.08 10.50326 | 1 0.33 68.40 10.52762 | 1 0.33 68.73 10.55491 | 1 0.33 69.06 10.59431 | 1 0.33 69.38 10.65337 | 1 0.33 69.71 10.66891 | 1 0.33 70.03 10.73011 | 1 0.33 70.36 10.73938 | 1 0.33 70.68 10.76174 | 1 0.33 71.01 10.83342 | 1 0.33 71.34 10.92936 | 1 0.33 71.66 10.98514 | 1 0.33 71.99 11.02535 | 1 0.33 72.31 11.1003 | 1 0.33 72.64 11.11335 | 1 0.33 72.96 11.23258 | 1 0.33 73.29 11.2493 | 1 0.33 73.62 11.27433 | 1 0.33 73.94 11.28752 | 1 0.33 74.27 11.31131 | 1 0.33 74.59 11.34541 | 1 0.33 74.92 11.34942 | 1 0.33 75.24 11.3575 | 1 0.33 75.57 11.37856 | 1 0.33 75.90 11.40261 | 1 0.33 76.22 11.41291 | 1 0.33 76.55 11.4172 | 1 0.33 76.87 11.42551 | 1 0.33 77.20 11.44993 | 1 0.33 77.52 11.54413 | 1 0.33 77.85 11.54445 | 1 0.33 78.18 11.54486 | 1 0.33 78.50 11.56537 | 1 0.33 78.83 11.56835 | 1 0.33 79.15 11.57572 | 1 0.33 79.48 11.63798 | 1 0.33 79.80 11.64322 | 1 0.33 80.13 11.66256 | 1 0.33 80.46 11.72086 | 1 0.33 80.78 11.72316 | 1 0.33 81.11 11.76918 | 1 0.33 81.43 11.77132 | 1 0.33 81.76 11.85415 | 1 0.33 82.08 11.91395 | 1 0.33 82.41 11.92316 | 1 0.33 82.74 11.98887 | 1 0.33 83.06 12.02107 | 1 0.33 83.39 12.03126 | 1 0.33 83.71 12.05687 | 1 0.33 84.04 12.1064 | 1 0.33 84.36 12.12316 | 1 0.33 84.69 12.12752 | 1 0.33 85.02 12.21257 | 1 0.33 85.34 12.21696 | 1 0.33 85.67 12.24682 | 1 0.33 85.99 12.28485 | 1 0.33 86.32 12.31818 | 1 0.33 86.64 12.37409 | 1 0.33 86.97 12.42011 | 1 0.33 87.30 12.44129 | 1 0.33 87.62 12.47596 | 1 0.33 87.95 12.51142 | 1 0.33 88.27 12.53203 | 1 0.33 88.60 12.55642 | 1 0.33 88.93 12.57159 | 1 0.33 89.25 12.60937 | 1 0.33 89.58 12.63647 | 1 0.33 89.90 12.66287 | 1 0.33 90.23 12.71722 | 1 0.33 90.55 12.88621 | 1 0.33 90.88 12.98228 | 1 0.33 91.21 13.00776 | 1 0.33 91.53 13.0177 | 1 0.33 91.86 13.03566 | 1 0.33 92.18 13.06922 | 1 0.33 92.51 13.26767 | 1 0.33 92.83 13.36886 | 1 0.33 93.16 13.51706 | 1 0.33 93.49 13.55398 | 1 0.33 93.81 13.5952 | 1 0.33 94.14 13.70692 | 1 0.33 94.46 13.80196 | 1 0.33 94.79 13.90987 | 1 0.33 95.11 13.92766 | 1 0.33 95.44 14.0357 | 1 0.33 95.77 14.04165 | 1 0.33 96.09 14.29545 | 1 0.33 96.42 14.30361 | 1 0.33 96.74 14.33837 | 1 0.33 97.07 14.34247 | 1 0.33 97.39 14.4738 | 1 0.33 97.72 15.1365 | 1 0.33 98.05 17.11169 | 1 0.33 98.37 17.73626 | 1 0.33 98.70 18.65845 | 1 0.33 99.02 19.18012 | 1 0.33 99.35 21.12132 | 1 0.33 99.67 25.5216 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018