Frequencies for ophthalmologistsper100000residen variable in 1996_hosp_phys_hrr Ophthalmolo | gists per | 100000 | Residents | 1996 | Freq. Percent Cum. ------------+----------------------------------- 2.63439 | 1 0.33 0.33 2.959648 | 1 0.33 0.65 3.052462 | 1 0.33 0.98 3.091562 | 1 0.33 1.30 3.187318 | 1 0.33 1.63 3.19423 | 1 0.33 1.95 3.290358 | 1 0.33 2.28 3.302516 | 1 0.33 2.61 3.353689 | 1 0.33 2.93 3.355067 | 1 0.33 3.26 3.388207 | 1 0.33 3.58 3.407765 | 1 0.33 3.91 3.448714 | 1 0.33 4.23 3.471049 | 1 0.33 4.56 3.483075 | 1 0.33 4.89 3.488199 | 1 0.33 5.21 3.574686 | 1 0.33 5.54 3.622185 | 1 0.33 5.86 3.634408 | 1 0.33 6.19 3.639697 | 1 0.33 6.51 3.66442 | 1 0.33 6.84 3.665041 | 1 0.33 7.17 3.673622 | 1 0.33 7.49 3.681131 | 1 0.33 7.82 3.692023 | 1 0.33 8.14 3.693794 | 1 0.33 8.47 3.707682 | 1 0.33 8.79 3.718739 | 1 0.33 9.12 3.728492 | 1 0.33 9.45 3.741032 | 1 0.33 9.77 3.745192 | 1 0.33 10.10 3.766965 | 1 0.33 10.42 3.802495 | 1 0.33 10.75 3.813179 | 1 0.33 11.07 3.830239 | 1 0.33 11.40 3.842414 | 1 0.33 11.73 3.866356 | 1 0.33 12.05 3.889994 | 1 0.33 12.38 3.946339 | 1 0.33 12.70 3.947247 | 1 0.33 13.03 3.961116 | 1 0.33 13.36 4.015353 | 1 0.33 13.68 4.025963 | 1 0.33 14.01 4.046356 | 1 0.33 14.33 4.053379 | 1 0.33 14.66 4.066395 | 1 0.33 14.98 4.07185 | 1 0.33 15.31 4.076784 | 1 0.33 15.64 4.141237 | 1 0.33 15.96 4.143201 | 1 0.33 16.29 4.154307 | 1 0.33 16.61 4.158883 | 1 0.33 16.94 4.161018 | 1 0.33 17.26 4.162875 | 1 0.33 17.59 4.163435 | 1 0.33 17.92 4.17122 | 1 0.33 18.24 4.176508 | 1 0.33 18.57 4.179999 | 1 0.33 18.89 4.193042 | 1 0.33 19.22 4.195664 | 1 0.33 19.54 4.226474 | 1 0.33 19.87 4.244481 | 1 0.33 20.20 4.246728 | 1 0.33 20.52 4.280201 | 1 0.33 20.85 4.283281 | 1 0.33 21.17 4.306364 | 1 0.33 21.50 4.317771 | 1 0.33 21.82 4.326017 | 1 0.33 22.15 4.329193 | 1 0.33 22.48 4.33405 | 1 0.33 22.80 4.36568 | 1 0.33 23.13 4.374767 | 1 0.33 23.45 4.4078 | 1 0.33 23.78 4.41302 | 1 0.33 24.10 4.417968 | 1 0.33 24.43 4.421511 | 1 0.33 24.76 4.421844 | 1 0.33 25.08 4.439434 | 1 0.33 25.41 4.44575 | 1 0.33 25.73 4.447455 | 1 0.33 26.06 4.468174 | 1 0.33 26.38 4.514259 | 1 0.33 26.71 4.514312 | 1 0.33 27.04 4.539095 | 1 0.33 27.36 4.550536 | 1 0.33 27.69 4.556388 | 1 0.33 28.01 4.558981 | 1 0.33 28.34 4.582767 | 1 0.33 28.66 4.584707 | 1 0.33 28.99 4.593851 | 1 0.33 29.32 4.596783 | 1 0.33 29.64 4.602191 | 1 0.33 29.97 4.605239 | 1 0.33 30.29 4.608457 | 1 0.33 30.62 4.609396 | 1 0.33 30.94 4.614066 | 1 0.33 31.27 4.614883 | 1 0.33 31.60 4.619905 | 1 0.33 31.92 4.630647 | 1 0.33 32.25 4.637559 | 1 0.33 32.57 4.641748 | 1 0.33 32.90 4.644462 | 1 0.33 33.22 4.663839 | 1 0.33 33.55 4.674787 | 1 0.33 33.88 4.677791 | 1 0.33 34.20 4.693168 | 1 0.33 34.53 4.721074 | 1 0.33 34.85 4.738324 | 1 0.33 35.18 4.747821 | 1 0.33 35.50 4.750887 | 1 0.33 35.83 4.765944 | 1 0.33 36.16 4.766142 | 1 0.33 36.48 4.773013 | 1 0.33 36.81 4.781813 | 1 0.33 37.13 4.787972 | 1 0.33 37.46 4.80488 | 1 0.33 37.79 4.810796 | 1 0.33 38.11 4.815833 | 1 0.33 38.44 4.816389 | 1 0.33 38.76 4.818242 | 1 0.33 39.09 4.827399 | 1 0.33 39.41 4.838933 | 1 0.33 39.74 4.84037 | 1 0.33 40.07 4.840842 | 1 0.33 40.39 4.845546 | 1 0.33 40.72 4.860373 | 1 0.33 41.04 4.864315 | 1 0.33 41.37 4.883996 | 1 0.33 41.69 4.891858 | 1 0.33 42.02 4.90049 | 1 0.33 42.35 4.904309 | 1 0.33 42.67 4.912438 | 1 0.33 43.00 4.914205 | 1 0.33 43.32 4.95114 | 1 0.33 43.65 4.968388 | 1 0.33 43.97 4.979697 | 1 0.33 44.30 4.994011 | 1 0.33 44.63 4.994626 | 1 0.33 44.95 5.012988 | 1 0.33 45.28 5.013829 | 1 0.33 45.60 5.024849 | 1 0.33 45.93 5.032332 | 1 0.33 46.25 5.040014 | 1 0.33 46.58 5.045441 | 1 0.33 46.91 5.058712 | 1 0.33 47.23 5.064391 | 1 0.33 47.56 5.066679 | 1 0.33 47.88 5.073999 | 1 0.33 48.21 5.079589 | 1 0.33 48.53 5.081388 | 1 0.33 48.86 5.088254 | 1 0.33 49.19 5.093117 | 1 0.33 49.51 5.104527 | 1 0.33 49.84 5.115099 | 1 0.33 50.16 5.116458 | 1 0.33 50.49 5.116477 | 1 0.33 50.81 5.117939 | 1 0.33 51.14 5.130987 | 1 0.33 51.47 5.153273 | 1 0.33 51.79 5.153898 | 1 0.33 52.12 5.176916 | 1 0.33 52.44 5.187648 | 1 0.33 52.77 5.213002 | 1 0.33 53.09 5.21678 | 1 0.33 53.42 5.219578 | 1 0.33 53.75 5.220405 | 1 0.33 54.07 5.232877 | 1 0.33 54.40 5.235937 | 1 0.33 54.72 5.249175 | 1 0.33 55.05 5.24953 | 1 0.33 55.37 5.287398 | 1 0.33 55.70 5.29453 | 1 0.33 56.03 5.295343 | 1 0.33 56.35 5.319582 | 1 0.33 56.68 5.320522 | 1 0.33 57.00 5.340218 | 1 0.33 57.33 5.351278 | 1 0.33 57.65 5.353811 | 1 0.33 57.98 5.357582 | 1 0.33 58.31 5.378652 | 1 0.33 58.63 5.381983 | 1 0.33 58.96 5.389782 | 1 0.33 59.28 5.401042 | 1 0.33 59.61 5.411041 | 1 0.33 59.93 5.413509 | 1 0.33 60.26 5.42235 | 1 0.33 60.59 5.427106 | 1 0.33 60.91 5.432826 | 1 0.33 61.24 5.43635 | 1 0.33 61.56 5.441255 | 1 0.33 61.89 5.4526 | 1 0.33 62.21 5.453641 | 1 0.33 62.54 5.457204 | 1 0.33 62.87 5.458355 | 1 0.33 63.19 5.460281 | 1 0.33 63.52 5.472136 | 1 0.33 63.84 5.475086 | 1 0.33 64.17 5.496416 | 1 0.33 64.50 5.50618 | 1 0.33 64.82 5.51321 | 1 0.33 65.15 5.53633 | 1 0.33 65.47 5.540125 | 1 0.33 65.80 5.54495 | 1 0.33 66.12 5.563335 | 1 0.33 66.45 5.606208 | 1 0.33 66.78 5.610785 | 1 0.33 67.10 5.611883 | 1 0.33 67.43 5.623806 | 1 0.33 67.75 5.633595 | 1 0.33 68.08 5.671473 | 1 0.33 68.40 5.688501 | 1 0.33 68.73 5.700458 | 1 0.33 69.06 5.705977 | 1 0.33 69.38 5.709966 | 1 0.33 69.71 5.7231 | 1 0.33 70.03 5.727325 | 1 0.33 70.36 5.73385 | 1 0.33 70.68 5.796874 | 1 0.33 71.01 5.800285 | 1 0.33 71.34 5.822357 | 1 0.33 71.66 5.831415 | 1 0.33 71.99 5.835778 | 1 0.33 72.31 5.838093 | 1 0.33 72.64 5.840631 | 1 0.33 72.96 5.88278 | 1 0.33 73.29 5.906896 | 1 0.33 73.62 5.92834 | 1 0.33 73.94 5.935039 | 1 0.33 74.27 5.998405 | 1 0.33 74.59 6.017244 | 1 0.33 74.92 6.03801 | 1 0.33 75.24 6.054418 | 1 0.33 75.57 6.102258 | 1 0.33 75.90 6.146251 | 1 0.33 76.22 6.161385 | 1 0.33 76.55 6.17195 | 1 0.33 76.87 6.179265 | 1 0.33 77.20 6.198602 | 1 0.33 77.52 6.218029 | 1 0.33 77.85 6.226159 | 1 0.33 78.18 6.243449 | 1 0.33 78.50 6.275351 | 1 0.33 78.83 6.332636 | 1 0.33 79.15 6.332983 | 1 0.33 79.48 6.419497 | 1 0.33 79.80 6.47893 | 1 0.33 80.13 6.50327 | 1 0.33 80.46 6.546043 | 1 0.33 80.78 6.553816 | 1 0.33 81.11 6.594571 | 1 0.33 81.43 6.594964 | 1 0.33 81.76 6.603828 | 1 0.33 82.08 6.60874 | 1 0.33 82.41 6.608978 | 1 0.33 82.74 6.616303 | 1 0.33 83.06 6.661626 | 1 0.33 83.39 6.697231 | 1 0.33 83.71 6.729356 | 1 0.33 84.04 6.792472 | 1 0.33 84.36 6.807105 | 1 0.33 84.69 6.834665 | 1 0.33 85.02 6.8413 | 1 0.33 85.34 6.841838 | 1 0.33 85.67 6.851505 | 1 0.33 85.99 6.856132 | 1 0.33 86.32 6.881805 | 1 0.33 86.64 6.959094 | 1 0.33 86.97 7.032839 | 1 0.33 87.30 7.073317 | 1 0.33 87.62 7.092364 | 1 0.33 87.95 7.138422 | 1 0.33 88.27 7.17429 | 1 0.33 88.60 7.177696 | 1 0.33 88.93 7.243726 | 1 0.33 89.25 7.24891 | 1 0.33 89.58 7.249659 | 1 0.33 89.90 7.265584 | 1 0.33 90.23 7.301492 | 1 0.33 90.55 7.3758 | 1 0.33 90.88 7.540469 | 1 0.33 91.21 7.593055 | 1 0.33 91.53 7.698429 | 1 0.33 91.86 7.706234 | 1 0.33 92.18 7.739877 | 1 0.33 92.51 7.791372 | 1 0.33 92.83 7.835225 | 1 0.33 93.16 7.876982 | 1 0.33 93.49 8.01599 | 1 0.33 93.81 8.081869 | 1 0.33 94.14 8.203532 | 1 0.33 94.46 8.346189 | 1 0.33 94.79 8.409014 | 1 0.33 95.11 8.492399 | 1 0.33 95.44 8.603951 | 1 0.33 95.77 8.732114 | 1 0.33 96.09 9.047767 | 1 0.33 96.42 9.099957 | 1 0.33 96.74 9.172209 | 1 0.33 97.07 9.215177 | 1 0.33 97.39 9.339782 | 1 0.33 97.72 9.378014 | 1 0.33 98.05 9.436487 | 1 0.33 98.37 9.665347 | 1 0.33 98.70 9.787959 | 1 0.33 99.02 10.48026 | 1 0.33 99.35 11.91114 | 1 0.33 99.67 12.10479 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018