Frequencies for psychiatristsper100000reside variable in caphphrr2011 dataset : Psychiatris | ts per | 100,000 | Residents | Freq. Percent Cum. ------------+----------------------------------- 2.452053 | 1 0.33 0.33 3.083919 | 1 0.33 0.65 3.094068 | 1 0.33 0.98 3.191062 | 1 0.33 1.30 3.379609 | 1 0.33 1.63 3.780504 | 1 0.33 1.95 3.784387 | 1 0.33 2.28 3.884294 | 1 0.33 2.61 4.056511 | 1 0.33 2.93 4.066107 | 1 0.33 3.26 4.219544 | 1 0.33 3.58 4.249205 | 1 0.33 3.91 4.353895 | 1 0.33 4.23 4.549022 | 1 0.33 4.56 4.600846 | 1 0.33 4.89 4.612964 | 1 0.33 5.21 4.757986 | 1 0.33 5.54 4.823022 | 1 0.33 5.86 4.89161 | 1 0.33 6.19 4.903927 | 1 0.33 6.51 4.904694 | 1 0.33 6.84 5.022573 | 1 0.33 7.17 5.047603 | 1 0.33 7.49 5.070592 | 1 0.33 7.82 5.106248 | 1 0.33 8.14 5.203013 | 1 0.33 8.47 5.28483 | 1 0.33 8.79 5.311495 | 1 0.33 9.12 5.418804 | 1 0.33 9.45 5.423166 | 1 0.33 9.77 5.474228 | 1 0.33 10.10 5.499821 | 1 0.33 10.42 5.508681 | 1 0.33 10.75 5.52969 | 1 0.33 11.07 5.532437 | 1 0.33 11.40 5.547622 | 1 0.33 11.73 5.550579 | 1 0.33 12.05 5.564036 | 1 0.33 12.38 5.570554 | 1 0.33 12.70 5.607921 | 1 0.33 13.03 5.621338 | 1 0.33 13.36 5.646991 | 1 0.33 13.68 5.67078 | 1 0.33 14.01 5.714421 | 1 0.33 14.33 5.716797 | 1 0.33 14.66 5.72359 | 1 0.33 14.98 5.841414 | 1 0.33 15.31 5.847162 | 1 0.33 15.64 5.850771 | 1 0.33 15.96 5.869998 | 1 0.33 16.29 5.908598 | 1 0.33 16.61 5.989816 | 1 0.33 16.94 6.043876 | 1 0.33 17.26 6.067739 | 1 0.33 17.59 6.111165 | 1 0.33 17.92 6.116472 | 1 0.33 18.24 6.139814 | 1 0.33 18.57 6.15872 | 1 0.33 18.89 6.21081 | 1 0.33 19.22 6.2201 | 1 0.33 19.54 6.245668 | 1 0.33 19.87 6.255476 | 1 0.33 20.20 6.256209 | 1 0.33 20.52 6.283812 | 1 0.33 20.85 6.320337 | 1 0.33 21.17 6.328794 | 1 0.33 21.50 6.335746 | 1 0.33 21.82 6.359122 | 1 0.33 22.15 6.361127 | 1 0.33 22.48 6.397899 | 1 0.33 22.80 6.404679 | 1 0.33 23.13 6.418588 | 1 0.33 23.45 6.445561 | 1 0.33 23.78 6.451196 | 1 0.33 24.10 6.464338 | 1 0.33 24.43 6.469863 | 1 0.33 24.76 6.48113 | 1 0.33 25.08 6.488198 | 1 0.33 25.41 6.505122 | 1 0.33 25.73 6.510849 | 1 0.33 26.06 6.53558 | 1 0.33 26.38 6.566885 | 1 0.33 26.71 6.569854 | 1 0.33 27.04 6.570142 | 1 0.33 27.36 6.622161 | 1 0.33 27.69 6.637237 | 1 0.33 28.01 6.765624 | 1 0.33 28.34 6.813544 | 1 0.33 28.66 6.816364 | 1 0.33 28.99 6.824366 | 1 0.33 29.32 6.844661 | 1 0.33 29.64 6.850715 | 1 0.33 29.97 6.869963 | 1 0.33 30.29 6.926922 | 1 0.33 30.62 6.938891 | 1 0.33 30.94 6.978177 | 1 0.33 31.27 6.978371 | 1 0.33 31.60 7.003864 | 1 0.33 31.92 7.036437 | 1 0.33 32.25 7.081327 | 1 0.33 32.57 7.098837 | 1 0.33 32.90 7.192217 | 1 0.33 33.22 7.194619 | 1 0.33 33.55 7.225509 | 1 0.33 33.88 7.251449 | 1 0.33 34.20 7.283278 | 1 0.33 34.53 7.309996 | 1 0.33 34.85 7.317199 | 1 0.33 35.18 7.377579 | 1 0.33 35.50 7.399 | 1 0.33 35.83 7.43578 | 1 0.33 36.16 7.47286 | 1 0.33 36.48 7.500147 | 1 0.33 36.81 7.513973 | 1 0.33 37.13 7.524932 | 1 0.33 37.46 7.545672 | 1 0.33 37.79 7.575861 | 1 0.33 38.11 7.595451 | 1 0.33 38.44 7.605931 | 1 0.33 38.76 7.609989 | 1 0.33 39.09 7.619149 | 1 0.33 39.41 7.648244 | 1 0.33 39.74 7.732619 | 1 0.33 40.07 7.738866 | 1 0.33 40.39 7.749111 | 1 0.33 40.72 7.770139 | 1 0.33 41.04 7.78183 | 1 0.33 41.37 7.799049 | 1 0.33 41.69 7.887507 | 1 0.33 42.02 7.889099 | 1 0.33 42.35 7.972558 | 1 0.33 42.67 8.011253 | 1 0.33 43.00 8.024811 | 1 0.33 43.32 8.032398 | 1 0.33 43.65 8.122732 | 1 0.33 43.97 8.136987 | 1 0.33 44.30 8.141788 | 1 0.33 44.63 8.204911 | 1 0.33 44.95 8.220141 | 1 0.33 45.28 8.225237 | 1 0.33 45.60 8.24227 | 1 0.33 45.93 8.298551 | 1 0.33 46.25 8.321625 | 1 0.33 46.58 8.33139 | 1 0.33 46.91 8.332402 | 1 0.33 47.23 8.341767 | 1 0.33 47.56 8.368898 | 1 0.33 47.88 8.406052 | 1 0.33 48.21 8.437989 | 1 0.33 48.53 8.449367 | 1 0.33 48.86 8.451508 | 1 0.33 49.19 8.478186 | 1 0.33 49.51 8.485058 | 1 0.33 49.84 8.491716 | 1 0.33 50.16 8.496128 | 1 0.33 50.49 8.504078 | 1 0.33 50.81 8.54674 | 1 0.33 51.14 8.553973 | 1 0.33 51.47 8.565293 | 1 0.33 51.79 8.568192 | 1 0.33 52.12 8.579665 | 1 0.33 52.44 8.683179 | 1 0.33 52.77 8.707147 | 1 0.33 53.09 8.707474 | 1 0.33 53.42 8.721762 | 1 0.33 53.75 8.739308 | 1 0.33 54.07 8.741251 | 1 0.33 54.40 8.750782 | 1 0.33 54.72 8.768682 | 1 0.33 55.05 8.81813 | 1 0.33 55.37 8.820048 | 1 0.33 55.70 8.890076 | 1 0.33 56.03 8.95465 | 1 0.33 56.35 9.092154 | 1 0.33 56.68 9.105469 | 1 0.33 57.00 9.109794 | 1 0.33 57.33 9.148242 | 1 0.33 57.65 9.161159 | 1 0.33 57.98 9.168881 | 1 0.33 58.31 9.190945 | 1 0.33 58.63 9.213104 | 1 0.33 58.96 9.385985 | 1 0.33 59.28 9.399086 | 1 0.33 59.61 9.409731 | 1 0.33 59.93 9.469946 | 1 0.33 60.26 9.539213 | 1 0.33 60.59 9.539731 | 1 0.33 60.91 9.602323 | 1 0.33 61.24 9.653667 | 1 0.33 61.56 9.668763 | 1 0.33 61.89 9.683699 | 1 0.33 62.21 9.699503 | 1 0.33 62.54 9.747421 | 1 0.33 62.87 9.756453 | 1 0.33 63.19 9.783714 | 1 0.33 63.52 9.809311 | 1 0.33 63.84 9.812363 | 1 0.33 64.17 9.831791 | 1 0.33 64.50 9.857161 | 1 0.33 64.82 9.866862 | 1 0.33 65.15 9.8685 | 1 0.33 65.47 9.873692 | 1 0.33 65.80 9.93477 | 1 0.33 66.12 9.95608 | 1 0.33 66.45 10.01087 | 1 0.33 66.78 10.07394 | 1 0.33 67.10 10.0984 | 1 0.33 67.43 10.10857 | 1 0.33 67.75 10.12254 | 1 0.33 68.08 10.12326 | 1 0.33 68.40 10.16064 | 1 0.33 68.73 10.29545 | 1 0.33 69.06 10.32965 | 1 0.33 69.38 10.48044 | 1 0.33 69.71 10.5699 | 1 0.33 70.03 10.59887 | 1 0.33 70.36 10.60193 | 1 0.33 70.68 10.6052 | 1 0.33 71.01 10.61835 | 1 0.33 71.34 10.62439 | 1 0.33 71.66 10.73588 | 1 0.33 71.99 10.74574 | 1 0.33 72.31 10.83201 | 1 0.33 72.64 10.83399 | 1 0.33 72.96 10.87497 | 1 0.33 73.29 10.89736 | 1 0.33 73.62 11.01839 | 1 0.33 73.94 11.18019 | 1 0.33 74.27 11.21799 | 1 0.33 74.59 11.28883 | 1 0.33 74.92 11.29178 | 1 0.33 75.24 11.30867 | 1 0.33 75.57 11.47689 | 1 0.33 75.90 11.52429 | 1 0.33 76.22 11.59001 | 1 0.33 76.55 11.59225 | 1 0.33 76.87 11.61606 | 1 0.33 77.20 11.70462 | 1 0.33 77.52 11.7352 | 1 0.33 77.85 11.78306 | 1 0.33 78.18 11.82386 | 1 0.33 78.50 11.85218 | 1 0.33 78.83 11.93711 | 1 0.33 79.15 11.98564 | 1 0.33 79.48 12.04707 | 1 0.33 79.80 12.11123 | 1 0.33 80.13 12.11524 | 1 0.33 80.46 12.17751 | 1 0.33 80.78 12.18244 | 1 0.33 81.11 12.20048 | 1 0.33 81.43 12.31438 | 1 0.33 81.76 12.31596 | 1 0.33 82.08 12.33751 | 1 0.33 82.41 12.3973 | 1 0.33 82.74 12.45056 | 1 0.33 83.06 12.56107 | 1 0.33 83.39 12.67227 | 1 0.33 83.71 12.67326 | 1 0.33 84.04 12.68739 | 1 0.33 84.36 12.73707 | 1 0.33 84.69 12.79556 | 1 0.33 85.02 12.94858 | 1 0.33 85.34 12.97983 | 1 0.33 85.67 13.14164 | 1 0.33 85.99 13.24804 | 1 0.33 86.32 13.32514 | 1 0.33 86.64 13.53951 | 1 0.33 86.97 13.79542 | 1 0.33 87.30 14.08007 | 1 0.33 87.62 14.09789 | 1 0.33 87.95 14.11892 | 1 0.33 88.27 14.27426 | 1 0.33 88.60 14.29855 | 1 0.33 88.93 14.37232 | 1 0.33 89.25 14.5317 | 1 0.33 89.58 14.59609 | 1 0.33 89.90 14.78073 | 1 0.33 90.23 14.97591 | 1 0.33 90.55 15.17214 | 1 0.33 90.88 15.34726 | 1 0.33 91.21 15.38499 | 1 0.33 91.53 15.55493 | 1 0.33 91.86 15.63528 | 1 0.33 92.18 15.66256 | 1 0.33 92.51 16.68796 | 1 0.33 92.83 16.70443 | 1 0.33 93.16 17.06146 | 1 0.33 93.49 17.09341 | 1 0.33 93.81 17.10116 | 1 0.33 94.14 17.18089 | 1 0.33 94.46 17.32928 | 1 0.33 94.79 17.46346 | 1 0.33 95.11 18.11007 | 1 0.33 95.44 18.41176 | 1 0.33 95.77 18.74343 | 1 0.33 96.09 19.95351 | 1 0.33 96.42 20.12493 | 1 0.33 96.74 20.19855 | 1 0.33 97.07 20.53885 | 1 0.33 97.39 21.24403 | 1 0.33 97.72 22.9611 | 1 0.33 98.05 24.79359 | 1 0.33 98.37 28.93686 | 1 0.33 98.70 29.00667 | 1 0.33 99.02 29.6219 | 1 0.33 99.35 29.70899 | 1 0.33 99.67 36.53204 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018