Frequencies for surgeonsper100000residents variable in caphphrr2006 dataset : Surgeons | per 100,000 | Residents | Freq. Percent Cum. ------------+----------------------------------- 24.1491 | 1 0.33 0.33 26.2683 | 1 0.33 0.65 27.9498 | 1 0.33 0.98 28.3429 | 1 0.33 1.30 29.6967 | 1 0.33 1.63 30.6041 | 1 0.33 1.95 30.9705 | 1 0.33 2.28 30.9786 | 1 0.33 2.61 30.9802 | 1 0.33 2.93 31.1937 | 1 0.33 3.26 31.5048 | 1 0.33 3.58 31.8292 | 1 0.33 3.91 31.8434 | 1 0.33 4.23 31.9674 | 1 0.33 4.56 32.0608 | 1 0.33 4.89 32.0866 | 1 0.33 5.21 32.1014 | 1 0.33 5.54 32.1335 | 1 0.33 5.86 32.1456 | 1 0.33 6.19 32.3596 | 1 0.33 6.51 32.3838 | 1 0.33 6.84 32.6971 | 1 0.33 7.17 32.7186 | 1 0.33 7.49 32.7467 | 1 0.33 7.82 32.756 | 1 0.33 8.14 32.8205 | 1 0.33 8.47 33.5996 | 1 0.33 8.79 33.7788 | 1 0.33 9.12 33.8286 | 1 0.33 9.45 33.9217 | 1 0.33 9.77 34.1634 | 1 0.33 10.10 34.2313 | 1 0.33 10.42 34.3077 | 1 0.33 10.75 34.3624 | 1 0.33 11.07 34.692 | 1 0.33 11.40 34.6973 | 1 0.33 11.73 34.7173 | 1 0.33 12.05 34.7266 | 1 0.33 12.38 34.7457 | 1 0.33 12.70 34.9358 | 1 0.33 13.03 34.9908 | 1 0.33 13.36 35.074 | 1 0.33 13.68 35.1216 | 1 0.33 14.01 35.2646 | 1 0.33 14.33 35.3439 | 1 0.33 14.66 35.3941 | 1 0.33 14.98 35.4635 | 1 0.33 15.31 35.5057 | 1 0.33 15.64 35.511 | 1 0.33 15.96 35.6691 | 1 0.33 16.29 35.6954 | 1 0.33 16.61 35.7024 | 1 0.33 16.94 35.7097 | 1 0.33 17.26 35.818 | 1 0.33 17.59 35.8453 | 1 0.33 17.92 36.0365 | 1 0.33 18.24 36.0551 | 1 0.33 18.57 36.1469 | 1 0.33 18.89 36.1756 | 1 0.33 19.22 36.2345 | 1 0.33 19.54 36.3093 | 1 0.33 19.87 36.3247 | 1 0.33 20.20 36.3449 | 1 0.33 20.52 36.3661 | 1 0.33 20.85 36.4172 | 1 0.33 21.17 36.6408 | 1 0.33 21.50 36.6583 | 1 0.33 21.82 36.7645 | 1 0.33 22.15 36.799 | 1 0.33 22.48 36.845 | 1 0.33 22.80 37.0611 | 1 0.33 23.13 37.0638 | 1 0.33 23.45 37.0789 | 1 0.33 23.78 37.1329 | 1 0.33 24.10 37.1369 | 1 0.33 24.43 37.1995 | 1 0.33 24.76 37.2056 | 1 0.33 25.08 37.2069 | 1 0.33 25.41 37.2327 | 1 0.33 25.73 37.2799 | 1 0.33 26.06 37.3947 | 1 0.33 26.38 37.4002 | 1 0.33 26.71 37.4016 | 1 0.33 27.04 37.4284 | 1 0.33 27.36 37.502 | 1 0.33 27.69 37.5264 | 1 0.33 28.01 37.6558 | 1 0.33 28.34 37.6767 | 1 0.33 28.66 37.7441 | 1 0.33 28.99 37.7452 | 1 0.33 29.32 37.8464 | 1 0.33 29.64 37.865 | 1 0.33 29.97 37.8884 | 1 0.33 30.29 37.9 | 1 0.33 30.62 37.9079 | 1 0.33 30.94 37.9142 | 1 0.33 31.27 37.9266 | 1 0.33 31.60 37.9497 | 1 0.33 31.92 38.0027 | 1 0.33 32.25 38.069 | 1 0.33 32.57 38.1803 | 1 0.33 32.90 38.2221 | 1 0.33 33.22 38.2506 | 1 0.33 33.55 38.2564 | 1 0.33 33.88 38.2565 | 1 0.33 34.20 38.2663 | 1 0.33 34.53 38.3929 | 1 0.33 34.85 38.4392 | 1 0.33 35.18 38.4609 | 1 0.33 35.50 38.5166 | 1 0.33 35.83 38.6091 | 1 0.33 36.16 38.6399 | 1 0.33 36.48 38.6512 | 1 0.33 36.81 38.68 | 1 0.33 37.13 38.6961 | 1 0.33 37.46 38.7481 | 1 0.33 37.79 38.8294 | 1 0.33 38.11 39.0653 | 1 0.33 38.44 39.1417 | 1 0.33 38.76 39.1435 | 1 0.33 39.09 39.2341 | 1 0.33 39.41 39.2713 | 1 0.33 39.74 39.3244 | 1 0.33 40.07 39.4228 | 1 0.33 40.39 39.4852 | 1 0.33 40.72 39.5021 | 1 0.33 41.04 39.5046 | 1 0.33 41.37 39.5277 | 1 0.33 41.69 39.5389 | 1 0.33 42.02 39.5484 | 1 0.33 42.35 39.5729 | 1 0.33 42.67 39.6063 | 1 0.33 43.00 39.6214 | 1 0.33 43.32 39.6819 | 1 0.33 43.65 39.7112 | 1 0.33 43.97 39.7362 | 1 0.33 44.30 39.7425 | 1 0.33 44.63 39.8363 | 1 0.33 44.95 39.8883 | 1 0.33 45.28 39.8963 | 1 0.33 45.60 40.0007 | 1 0.33 45.93 40.1568 | 1 0.33 46.25 40.1746 | 1 0.33 46.58 40.184 | 1 0.33 46.91 40.2013 | 1 0.33 47.23 40.2831 | 1 0.33 47.56 40.2928 | 1 0.33 47.88 40.4821 | 1 0.33 48.21 40.5387 | 1 0.33 48.53 40.5392 | 1 0.33 48.86 40.6063 | 1 0.33 49.19 40.6599 | 1 0.33 49.51 40.6683 | 1 0.33 49.84 40.6698 | 1 0.33 50.16 40.7089 | 1 0.33 50.49 40.7417 | 1 0.33 50.81 40.7466 | 1 0.33 51.14 40.7507 | 1 0.33 51.47 40.7707 | 1 0.33 51.79 40.8166 | 1 0.33 52.12 40.8861 | 1 0.33 52.44 40.9051 | 1 0.33 52.77 40.9544 | 1 0.33 53.09 40.9736 | 1 0.33 53.42 40.9993 | 1 0.33 53.75 41.0024 | 1 0.33 54.07 41.1017 | 1 0.33 54.40 41.1259 | 1 0.33 54.72 41.1847 | 1 0.33 55.05 41.2038 | 1 0.33 55.37 41.2217 | 1 0.33 55.70 41.2252 | 1 0.33 56.03 41.2711 | 1 0.33 56.35 41.3148 | 1 0.33 56.68 41.3329 | 1 0.33 57.00 41.3632 | 1 0.33 57.33 41.3653 | 1 0.33 57.65 41.3911 | 1 0.33 57.98 41.4093 | 1 0.33 58.31 41.4744 | 1 0.33 58.63 41.5088 | 1 0.33 58.96 41.5204 | 1 0.33 59.28 41.526 | 1 0.33 59.61 41.5308 | 1 0.33 59.93 41.5343 | 1 0.33 60.26 41.5794 | 1 0.33 60.59 41.5866 | 1 0.33 60.91 41.5991 | 1 0.33 61.24 41.6135 | 1 0.33 61.56 41.645 | 1 0.33 61.89 41.6628 | 1 0.33 62.21 41.6853 | 1 0.33 62.54 41.7123 | 1 0.33 62.87 41.7257 | 1 0.33 63.19 41.7876 | 1 0.33 63.52 41.8001 | 1 0.33 63.84 41.8405 | 1 0.33 64.17 42.0061 | 1 0.33 64.50 42.0305 | 1 0.33 64.82 42.2095 | 1 0.33 65.15 42.2182 | 1 0.33 65.47 42.225 | 1 0.33 65.80 42.2845 | 1 0.33 66.12 42.4448 | 1 0.33 66.45 42.5309 | 1 0.33 66.78 42.547 | 1 0.33 67.10 42.5513 | 1 0.33 67.43 42.6095 | 1 0.33 67.75 42.6119 | 1 0.33 68.08 42.6711 | 1 0.33 68.40 42.6812 | 1 0.33 68.73 42.7869 | 1 0.33 69.06 42.7961 | 1 0.33 69.38 42.9219 | 1 0.33 69.71 43.0183 | 1 0.33 70.03 43.0997 | 1 0.33 70.36 43.2216 | 1 0.33 70.68 43.3277 | 1 0.33 71.01 43.3475 | 1 0.33 71.34 43.363 | 1 0.33 71.66 43.3675 | 1 0.33 71.99 43.4614 | 1 0.33 72.31 43.4784 | 1 0.33 72.64 43.7227 | 1 0.33 72.96 43.8945 | 1 0.33 73.29 43.9172 | 1 0.33 73.62 43.9365 | 1 0.33 73.94 44.024 | 1 0.33 74.27 44.1814 | 1 0.33 74.59 44.2255 | 1 0.33 74.92 44.258 | 1 0.33 75.24 44.5156 | 1 0.33 75.57 44.6128 | 1 0.33 75.90 44.7493 | 1 0.33 76.22 44.9148 | 1 0.33 76.55 44.9612 | 1 0.33 76.87 44.9983 | 1 0.33 77.20 45.0558 | 1 0.33 77.52 45.1515 | 1 0.33 77.85 45.1845 | 1 0.33 78.18 45.2807 | 1 0.33 78.50 45.3205 | 1 0.33 78.83 45.3642 | 1 0.33 79.15 45.586 | 1 0.33 79.48 45.6537 | 1 0.33 79.80 45.7108 | 1 0.33 80.13 45.7853 | 1 0.33 80.46 45.9227 | 1 0.33 80.78 45.9924 | 1 0.33 81.11 46.1214 | 1 0.33 81.43 46.2015 | 1 0.33 81.76 46.2822 | 1 0.33 82.08 46.3746 | 1 0.33 82.41 46.3775 | 1 0.33 82.74 46.5127 | 1 0.33 83.06 46.5399 | 1 0.33 83.39 46.8639 | 1 0.33 83.71 46.9057 | 1 0.33 84.04 46.9504 | 1 0.33 84.36 47.164 | 1 0.33 84.69 47.2448 | 1 0.33 85.02 47.3848 | 1 0.33 85.34 47.6356 | 1 0.33 85.67 47.7836 | 1 0.33 85.99 47.8184 | 1 0.33 86.32 47.8451 | 1 0.33 86.64 47.9152 | 1 0.33 86.97 47.9837 | 1 0.33 87.30 48.0264 | 1 0.33 87.62 48.0426 | 1 0.33 87.95 48.4669 | 1 0.33 88.27 48.758 | 1 0.33 88.60 48.8005 | 1 0.33 88.93 49.0728 | 1 0.33 89.25 49.4675 | 1 0.33 89.58 49.502 | 1 0.33 89.90 49.5052 | 1 0.33 90.23 49.5118 | 1 0.33 90.55 49.5156 | 1 0.33 90.88 49.5517 | 1 0.33 91.21 49.6856 | 1 0.33 91.53 49.8851 | 1 0.33 91.86 50.2397 | 1 0.33 92.18 50.5436 | 1 0.33 92.51 50.8139 | 1 0.33 92.83 50.8381 | 1 0.33 93.16 51.2992 | 1 0.33 93.49 51.5273 | 1 0.33 93.81 51.6607 | 1 0.33 94.14 52.5985 | 1 0.33 94.46 52.9137 | 1 0.33 94.79 52.9868 | 1 0.33 95.11 53.1243 | 1 0.33 95.44 53.1449 | 1 0.33 95.77 53.1847 | 1 0.33 96.09 53.5265 | 1 0.33 96.42 53.8925 | 1 0.33 96.74 53.9605 | 1 0.33 97.07 55.1962 | 1 0.33 97.39 58.6269 | 1 0.33 97.72 59.2515 | 1 0.33 98.05 59.8612 | 1 0.33 98.37 59.8976 | 1 0.33 98.70 60.2648 | 1 0.33 99.02 60.9026 | 1 0.33 99.35 61.6324 | 1 0.33 99.67 70.0967 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018