Frequencies for gastroenterologistsper100000resi variable in 1996_hosp_phys_hrr Gastroenter | ologists | per 100000 | Residents | 1996 | Freq. Percent Cum. ------------+----------------------------------- .9560556 | 1 0.33 0.33 .9996566 | 1 0.33 0.65 1.071239 | 1 0.33 0.98 1.078368 | 1 0.33 1.30 1.196216 | 1 0.33 1.63 1.234727 | 1 0.33 1.95 1.304499 | 1 0.33 2.28 1.306239 | 1 0.33 2.61 1.308606 | 1 0.33 2.93 1.324613 | 1 0.33 3.26 1.343077 | 1 0.33 3.58 1.36953 | 1 0.33 3.91 1.372238 | 1 0.33 4.23 1.378327 | 1 0.33 4.56 1.396914 | 1 0.33 4.89 1.398185 | 1 0.33 5.21 1.400854 | 1 0.33 5.54 1.404309 | 1 0.33 5.86 1.412026 | 1 0.33 6.19 1.433737 | 1 0.33 6.51 1.44482 | 1 0.33 6.84 1.483218 | 1 0.33 7.17 1.485319 | 1 0.33 7.49 1.502462 | 1 0.33 7.82 1.510019 | 1 0.33 8.14 1.526389 | 1 0.33 8.47 1.527538 | 1 0.33 8.79 1.532049 | 1 0.33 9.12 1.562235 | 1 0.33 9.45 1.584526 | 1 0.33 9.77 1.5909 | 1 0.33 10.10 1.609915 | 1 0.33 10.42 1.614765 | 1 0.33 10.75 1.622707 | 1 0.33 11.07 1.632799 | 1 0.33 11.40 1.667502 | 1 0.33 11.73 1.668226 | 1 0.33 12.05 1.66894 | 1 0.33 12.38 1.674306 | 1 0.33 12.70 1.687649 | 1 0.33 13.03 1.706242 | 1 0.33 13.36 1.724472 | 1 0.33 13.68 1.727073 | 1 0.33 14.01 1.728429 | 1 0.33 14.33 1.730819 | 1 0.33 14.66 1.737098 | 1 0.33 14.98 1.739726 | 1 0.33 15.31 1.744181 | 1 0.33 15.64 1.760164 | 1 0.33 15.96 1.760408 | 1 0.33 16.29 1.763451 | 1 0.33 16.61 1.792161 | 1 0.33 16.94 1.799423 | 1 0.33 17.26 1.807951 | 1 0.33 17.59 1.816493 | 1 0.33 17.92 1.819216 | 1 0.33 18.24 1.821665 | 1 0.33 18.57 1.822784 | 1 0.33 18.89 1.829488 | 1 0.33 19.22 1.829732 | 1 0.33 19.54 1.839659 | 1 0.33 19.87 1.842718 | 1 0.33 20.20 1.871535 | 1 0.33 20.52 1.881343 | 1 0.33 20.85 1.892124 | 1 0.33 21.17 1.908495 | 1 0.33 21.50 1.912559 | 1 0.33 21.82 1.916605 | 1 0.33 22.15 1.937755 | 1 0.33 22.48 1.947948 | 1 0.33 22.80 1.951639 | 1 0.33 23.13 1.973967 | 1 0.33 23.45 1.978413 | 1 0.33 23.78 1.980093 | 1 0.33 24.10 1.985679 | 1 0.33 24.43 2.000138 | 1 0.33 24.76 2.004915 | 1 0.33 25.08 2.005913 | 1 0.33 25.41 2.009276 | 1 0.33 25.73 2.01274 | 1 0.33 26.06 2.016618 | 1 0.33 26.38 2.023481 | 1 0.33 26.71 2.025282 | 1 0.33 27.04 2.031658 | 1 0.33 27.36 2.031845 | 1 0.33 27.69 2.041222 | 1 0.33 28.01 2.042596 | 1 0.33 28.34 2.04377 | 1 0.33 28.66 2.04677 | 1 0.33 28.99 2.054727 | 1 0.33 29.32 2.059433 | 1 0.33 29.64 2.064881 | 1 0.33 29.97 2.06954 | 1 0.33 30.29 2.100139 | 1 0.33 30.62 2.105132 | 1 0.33 30.94 2.107945 | 1 0.33 31.27 2.11545 | 1 0.33 31.60 2.126733 | 1 0.33 31.92 2.15963 | 1 0.33 32.25 2.15992 | 1 0.33 32.57 2.1618 | 1 0.33 32.90 2.16776 | 1 0.33 33.22 2.176641 | 1 0.33 33.55 2.179679 | 1 0.33 33.88 2.181955 | 1 0.33 34.20 2.190586 | 1 0.33 34.53 2.198105 | 1 0.33 34.85 2.200085 | 1 0.33 35.18 2.24306 | 1 0.33 35.50 2.248488 | 1 0.33 35.83 2.250863 | 1 0.33 36.16 2.252028 | 1 0.33 36.48 2.255051 | 1 0.33 36.81 2.25524 | 1 0.33 37.13 2.26504 | 1 0.33 37.46 2.27653 | 1 0.33 37.79 2.276591 | 1 0.33 38.11 2.282093 | 1 0.33 38.44 2.286451 | 1 0.33 38.76 2.29452 | 1 0.33 39.09 2.306678 | 1 0.33 39.41 2.311933 | 1 0.33 39.74 2.313642 | 1 0.33 40.07 2.317062 | 1 0.33 40.39 2.322387 | 1 0.33 40.72 2.323723 | 1 0.33 41.04 2.326688 | 1 0.33 41.37 2.353812 | 1 0.33 41.69 2.355002 | 1 0.33 42.02 2.355055 | 1 0.33 42.35 2.391059 | 1 0.33 42.67 2.397742 | 1 0.33 43.00 2.403221 | 1 0.33 43.32 2.40542 | 1 0.33 43.65 2.421193 | 1 0.33 43.97 2.423442 | 1 0.33 44.30 2.427053 | 1 0.33 44.63 2.436362 | 1 0.33 44.95 2.438167 | 1 0.33 45.28 2.442523 | 1 0.33 45.60 2.453225 | 1 0.33 45.93 2.467257 | 1 0.33 46.25 2.476003 | 1 0.33 46.58 2.480354 | 1 0.33 46.91 2.488781 | 1 0.33 47.23 2.497548 | 1 0.33 47.56 2.498013 | 1 0.33 47.88 2.502187 | 1 0.33 48.21 2.505886 | 1 0.33 48.53 2.513976 | 1 0.33 48.86 2.521235 | 1 0.33 49.19 2.524626 | 1 0.33 49.51 2.535187 | 1 0.33 49.84 2.53813 | 1 0.33 50.16 2.551769 | 1 0.33 50.49 2.554494 | 1 0.33 50.81 2.557331 | 1 0.33 51.14 2.56317 | 1 0.33 51.47 2.571712 | 1 0.33 51.79 2.577485 | 1 0.33 52.12 2.57806 | 1 0.33 52.44 2.58778 | 1 0.33 52.77 2.590258 | 1 0.33 53.09 2.596103 | 1 0.33 53.42 2.601168 | 1 0.33 53.75 2.619126 | 1 0.33 54.07 2.632611 | 1 0.33 54.40 2.641364 | 1 0.33 54.72 2.64418 | 1 0.33 55.05 2.656048 | 1 0.33 55.37 2.657141 | 1 0.33 55.70 2.66058 | 1 0.33 56.03 2.66217 | 1 0.33 56.35 2.666645 | 1 0.33 56.68 2.675277 | 1 0.33 57.00 2.678618 | 1 0.33 57.33 2.679293 | 1 0.33 57.65 2.679865 | 1 0.33 57.98 2.695258 | 1 0.33 58.31 2.697769 | 1 0.33 58.63 2.699381 | 1 0.33 58.96 2.700011 | 1 0.33 59.28 2.702888 | 1 0.33 59.61 2.70339 | 1 0.33 59.93 2.709707 | 1 0.33 60.26 2.716049 | 1 0.33 60.59 2.728903 | 1 0.33 60.91 2.738217 | 1 0.33 61.24 2.740509 | 1 0.33 61.56 2.750119 | 1 0.33 61.89 2.757453 | 1 0.33 62.21 2.75964 | 1 0.33 62.54 2.761492 | 1 0.33 62.87 2.76666 | 1 0.33 63.19 2.770932 | 1 0.33 63.52 2.774375 | 1 0.33 63.84 2.788458 | 1 0.33 64.17 2.789101 | 1 0.33 64.50 2.797972 | 1 0.33 64.82 2.800151 | 1 0.33 65.15 2.801736 | 1 0.33 65.47 2.804164 | 1 0.33 65.80 2.807426 | 1 0.33 66.12 2.82079 | 1 0.33 66.45 2.827923 | 1 0.33 66.78 2.837289 | 1 0.33 67.10 2.839944 | 1 0.33 67.43 2.840654 | 1 0.33 67.75 2.862996 | 1 0.33 68.08 2.867239 | 1 0.33 68.40 2.87115 | 1 0.33 68.73 2.871748 | 1 0.33 69.06 2.881881 | 1 0.33 69.38 2.882237 | 1 0.33 69.71 2.885481 | 1 0.33 70.03 2.890871 | 1 0.33 70.36 2.892606 | 1 0.33 70.68 2.918005 | 1 0.33 71.01 2.922718 | 1 0.33 71.34 2.928135 | 1 0.33 71.66 2.928599 | 1 0.33 71.99 2.930315 | 1 0.33 72.31 2.944416 | 1 0.33 72.64 2.950434 | 1 0.33 72.96 2.960954 | 1 0.33 73.29 2.961377 | 1 0.33 73.62 2.974404 | 1 0.33 73.94 2.985305 | 1 0.33 74.27 3.001713 | 1 0.33 74.59 3.009066 | 1 0.33 74.92 3.029268 | 1 0.33 75.24 3.041201 | 1 0.33 75.57 3.043322 | 1 0.33 75.90 3.053936 | 1 0.33 76.22 3.054683 | 1 0.33 76.55 3.057668 | 1 0.33 76.87 3.064385 | 1 0.33 77.20 3.075119 | 1 0.33 77.52 3.101094 | 1 0.33 77.85 3.107473 | 1 0.33 78.18 3.1283 | 1 0.33 78.50 3.13962 | 1 0.33 78.83 3.140927 | 1 0.33 79.15 3.16813 | 1 0.33 79.48 3.174706 | 1 0.33 79.80 3.185487 | 1 0.33 80.13 3.191287 | 1 0.33 80.46 3.192936 | 1 0.33 80.78 3.205739 | 1 0.33 81.11 3.228505 | 1 0.33 81.43 3.260717 | 1 0.33 81.76 3.264665 | 1 0.33 82.08 3.273834 | 1 0.33 82.41 3.300067 | 1 0.33 82.74 3.315113 | 1 0.33 83.06 3.315944 | 1 0.33 83.39 3.336003 | 1 0.33 83.71 3.425833 | 1 0.33 84.04 3.454962 | 1 0.33 84.36 3.478455 | 1 0.33 84.69 3.508125 | 1 0.33 85.02 3.538509 | 1 0.33 85.34 3.566899 | 1 0.33 85.67 3.608187 | 1 0.33 85.99 3.625539 | 1 0.33 86.32 3.631753 | 1 0.33 86.64 3.667762 | 1 0.33 86.97 3.714725 | 1 0.33 87.30 3.835435 | 1 0.33 87.62 3.878573 | 1 0.33 87.95 3.88037 | 1 0.33 88.27 3.889834 | 1 0.33 88.60 3.931479 | 1 0.33 88.93 3.978635 | 1 0.33 89.25 4.033047 | 1 0.33 89.58 4.051804 | 1 0.33 89.90 4.086328 | 1 0.33 90.23 4.123024 | 1 0.33 90.55 4.128539 | 1 0.33 90.88 4.235968 | 1 0.33 91.21 4.341926 | 1 0.33 91.53 4.34866 | 1 0.33 91.86 4.352163 | 1 0.33 92.18 4.451157 | 1 0.33 92.51 4.484029 | 1 0.33 92.83 4.521421 | 1 0.33 93.16 4.526065 | 1 0.33 93.49 4.55007 | 1 0.33 93.81 4.563127 | 1 0.33 94.14 4.598425 | 1 0.33 94.46 4.609543 | 1 0.33 94.79 4.618575 | 1 0.33 95.11 4.629354 | 1 0.33 95.44 4.64289 | 1 0.33 95.77 4.650507 | 1 0.33 96.09 4.825259 | 1 0.33 96.42 4.894292 | 1 0.33 96.74 5.180988 | 1 0.33 97.07 5.211555 | 1 0.33 97.39 5.267229 | 1 0.33 97.72 5.376527 | 1 0.33 98.05 5.482613 | 1 0.33 98.37 5.705575 | 1 0.33 98.70 5.857654 | 1 0.33 99.02 6.041607 | 1 0.33 99.35 6.16346 | 1 0.33 99.67 6.634151 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018