Frequencies for totalspecialistsper100000re variable in caphphrr2011 dataset : Total | Specialists | per 100,000 | Residents | Freq. Percent Cum. ------------+----------------------------------- 66.33916 | 1 0.33 0.33 67.31155 | 1 0.33 0.65 86.19493 | 1 0.33 0.98 86.49612 | 1 0.33 1.30 88.65912 | 1 0.33 1.63 88.70914 | 1 0.33 1.95 88.90477 | 1 0.33 2.28 89.37646 | 1 0.33 2.61 89.50401 | 1 0.33 2.93 90.10224 | 1 0.33 3.26 90.23598 | 1 0.33 3.58 92.07631 | 1 0.33 3.91 92.81351 | 1 0.33 4.23 93.05196 | 1 0.33 4.56 93.09511 | 1 0.33 4.89 93.75486 | 1 0.33 5.21 93.83695 | 1 0.33 5.54 94.27365 | 1 0.33 5.86 95.53722 | 1 0.33 6.19 95.58977 | 1 0.33 6.51 95.78972 | 1 0.33 6.84 96.29005 | 1 0.33 7.17 96.321 | 1 0.33 7.49 96.38539 | 1 0.33 7.82 96.49402 | 1 0.33 8.14 96.64067 | 1 0.33 8.47 96.80467 | 1 0.33 8.79 96.91635 | 1 0.33 9.12 97.17552 | 1 0.33 9.45 97.23159 | 1 0.33 9.77 97.99357 | 1 0.33 10.10 98.25393 | 1 0.33 10.42 98.84212 | 1 0.33 10.75 99.10635 | 1 0.33 11.07 99.11982 | 1 0.33 11.40 99.88985 | 1 0.33 11.73 100.0392 | 1 0.33 12.05 100.4067 | 1 0.33 12.38 100.8836 | 1 0.33 12.70 100.9885 | 1 0.33 13.03 101.5109 | 1 0.33 13.36 101.6831 | 1 0.33 13.68 101.8548 | 1 0.33 14.01 102.062 | 1 0.33 14.33 102.459 | 1 0.33 14.66 103.3638 | 1 0.33 14.98 103.586 | 1 0.33 15.31 103.5918 | 1 0.33 15.64 103.6883 | 1 0.33 15.96 103.737 | 1 0.33 16.29 103.855 | 1 0.33 16.61 103.9497 | 1 0.33 16.94 104.0716 | 1 0.33 17.26 104.6232 | 1 0.33 17.59 104.6684 | 1 0.33 17.92 104.7775 | 1 0.33 18.24 105.0345 | 1 0.33 18.57 105.0585 | 1 0.33 18.89 105.073 | 1 0.33 19.22 105.1689 | 1 0.33 19.54 105.4852 | 1 0.33 19.87 105.4987 | 1 0.33 20.20 106.018 | 1 0.33 20.52 106.3068 | 1 0.33 20.85 106.3142 | 1 0.33 21.17 106.4809 | 1 0.33 21.50 106.5645 | 1 0.33 21.82 106.6213 | 1 0.33 22.15 106.7122 | 1 0.33 22.48 106.8558 | 1 0.33 22.80 106.9125 | 1 0.33 23.13 106.9642 | 1 0.33 23.45 107.1781 | 1 0.33 23.78 107.77 | 1 0.33 24.10 107.839 | 1 0.33 24.43 108.1786 | 1 0.33 24.76 108.3135 | 1 0.33 25.08 108.3144 | 1 0.33 25.41 108.4238 | 1 0.33 25.73 108.7164 | 1 0.33 26.06 108.7314 | 1 0.33 26.38 108.8571 | 1 0.33 26.71 109.233 | 1 0.33 27.04 109.3534 | 1 0.33 27.36 109.5879 | 1 0.33 27.69 109.6268 | 1 0.33 28.01 109.9952 | 1 0.33 28.34 110.068 | 1 0.33 28.66 110.1039 | 1 0.33 28.99 110.1371 | 1 0.33 29.32 110.3245 | 1 0.33 29.64 110.5192 | 1 0.33 29.97 110.6133 | 1 0.33 30.29 110.7263 | 1 0.33 30.62 111.0201 | 1 0.33 30.94 111.6189 | 1 0.33 31.27 111.6198 | 1 0.33 31.60 111.9449 | 1 0.33 31.92 111.9573 | 1 0.33 32.25 111.9776 | 1 0.33 32.57 112.2941 | 1 0.33 32.90 112.5662 | 1 0.33 33.22 112.6646 | 1 0.33 33.55 112.7829 | 1 0.33 33.88 112.8673 | 1 0.33 34.20 112.9698 | 1 0.33 34.53 113.1091 | 1 0.33 34.85 113.2641 | 1 0.33 35.18 113.2784 | 1 0.33 35.50 113.4015 | 1 0.33 35.83 113.4337 | 1 0.33 36.16 113.5903 | 1 0.33 36.48 113.7904 | 1 0.33 36.81 114.0083 | 1 0.33 37.13 114.0956 | 1 0.33 37.46 114.1799 | 1 0.33 37.79 114.3946 | 1 0.33 38.11 114.4331 | 1 0.33 38.44 114.4361 | 1 0.33 38.76 114.5582 | 1 0.33 39.09 114.6962 | 1 0.33 39.41 114.9134 | 1 0.33 39.74 114.917 | 1 0.33 40.07 114.9753 | 1 0.33 40.39 115.192 | 1 0.33 40.72 115.6359 | 1 0.33 41.04 115.6482 | 1 0.33 41.37 115.911 | 1 0.33 41.69 116.1062 | 1 0.33 42.02 116.1527 | 1 0.33 42.35 116.1569 | 1 0.33 42.67 116.7033 | 1 0.33 43.00 116.7569 | 1 0.33 43.32 116.7596 | 1 0.33 43.65 116.7686 | 1 0.33 43.97 116.8891 | 1 0.33 44.30 117.2992 | 1 0.33 44.63 117.4171 | 1 0.33 44.95 117.5728 | 1 0.33 45.28 117.6182 | 1 0.33 45.60 117.7778 | 1 0.33 45.93 117.8117 | 1 0.33 46.25 118.0632 | 1 0.33 46.58 118.1041 | 1 0.33 46.91 118.6367 | 1 0.33 47.23 118.8059 | 1 0.33 47.56 119.2028 | 1 0.33 47.88 119.3438 | 1 0.33 48.21 119.6419 | 1 0.33 48.53 119.6919 | 1 0.33 48.86 119.7494 | 1 0.33 49.19 119.8392 | 1 0.33 49.51 120.2373 | 1 0.33 49.84 120.2863 | 1 0.33 50.16 120.3176 | 1 0.33 50.49 120.4086 | 1 0.33 50.81 120.6726 | 1 0.33 51.14 120.9399 | 1 0.33 51.47 120.9882 | 1 0.33 51.79 121.2152 | 1 0.33 52.12 121.2575 | 1 0.33 52.44 121.4315 | 1 0.33 52.77 121.7711 | 1 0.33 53.09 121.792 | 1 0.33 53.42 121.8238 | 1 0.33 53.75 121.8754 | 1 0.33 54.07 122.1737 | 1 0.33 54.40 122.178 | 1 0.33 54.72 122.313 | 1 0.33 55.05 122.4498 | 1 0.33 55.37 122.6661 | 1 0.33 55.70 122.7217 | 1 0.33 56.03 122.8414 | 1 0.33 56.35 122.8614 | 1 0.33 56.68 123.1226 | 1 0.33 57.00 123.4096 | 1 0.33 57.33 123.5459 | 1 0.33 57.65 123.6167 | 1 0.33 57.98 123.7476 | 1 0.33 58.31 123.8159 | 1 0.33 58.63 123.9561 | 1 0.33 58.96 124.2111 | 1 0.33 59.28 124.2135 | 1 0.33 59.61 124.7811 | 1 0.33 59.93 125.5307 | 1 0.33 60.26 125.6772 | 1 0.33 60.59 125.6927 | 1 0.33 60.91 125.7744 | 1 0.33 61.24 126.2783 | 1 0.33 61.56 126.398 | 1 0.33 61.89 126.5068 | 1 0.33 62.21 126.6775 | 1 0.33 62.54 126.9487 | 1 0.33 62.87 127.363 | 1 0.33 63.19 127.4878 | 1 0.33 63.52 127.5645 | 1 0.33 63.84 127.5686 | 1 0.33 64.17 127.6953 | 1 0.33 64.50 127.825 | 1 0.33 64.82 127.8599 | 1 0.33 65.15 127.8907 | 1 0.33 65.47 127.9569 | 1 0.33 65.80 128.5552 | 1 0.33 66.12 128.5602 | 1 0.33 66.45 128.6673 | 1 0.33 66.78 128.9868 | 1 0.33 67.10 129.156 | 1 0.33 67.43 129.7535 | 1 0.33 67.75 129.8271 | 1 0.33 68.08 130.2058 | 1 0.33 68.40 130.367 | 1 0.33 68.73 130.4787 | 1 0.33 69.06 130.7361 | 1 0.33 69.38 130.9358 | 1 0.33 69.71 130.9592 | 1 0.33 70.03 131.0182 | 1 0.33 70.36 131.2913 | 1 0.33 70.68 131.4971 | 1 0.33 71.01 131.6982 | 1 0.33 71.34 131.7669 | 1 0.33 71.66 132.0343 | 1 0.33 71.99 132.2476 | 1 0.33 72.31 132.7278 | 1 0.33 72.64 132.8696 | 1 0.33 72.96 133.8383 | 1 0.33 73.29 133.9706 | 1 0.33 73.62 134.2462 | 1 0.33 73.94 134.2887 | 1 0.33 74.27 134.3191 | 1 0.33 74.59 134.5427 | 1 0.33 74.92 135.5778 | 1 0.33 75.24 136.2527 | 1 0.33 75.57 136.6306 | 1 0.33 75.90 136.7696 | 1 0.33 76.22 136.9052 | 1 0.33 76.55 137.0977 | 1 0.33 76.87 137.468 | 1 0.33 77.20 137.8718 | 1 0.33 77.52 138.0225 | 1 0.33 77.85 138.1722 | 1 0.33 78.18 138.6091 | 1 0.33 78.50 138.8056 | 1 0.33 78.83 139.5434 | 1 0.33 79.15 140.0522 | 1 0.33 79.48 140.3507 | 1 0.33 79.80 140.5734 | 1 0.33 80.13 140.7256 | 1 0.33 80.46 140.8862 | 1 0.33 80.78 141.4997 | 1 0.33 81.11 142.55 | 1 0.33 81.43 143.0195 | 1 0.33 81.76 143.0407 | 1 0.33 82.08 143.6864 | 1 0.33 82.41 144.2226 | 1 0.33 82.74 144.4339 | 1 0.33 83.06 144.5078 | 1 0.33 83.39 144.7116 | 1 0.33 83.71 144.7839 | 1 0.33 84.04 145.0508 | 1 0.33 84.36 145.1715 | 1 0.33 84.69 145.1901 | 1 0.33 85.02 145.3002 | 1 0.33 85.34 145.3619 | 1 0.33 85.67 145.4639 | 1 0.33 85.99 145.5567 | 1 0.33 86.32 146.6414 | 1 0.33 86.64 147.1043 | 1 0.33 86.97 147.573 | 1 0.33 87.30 147.9374 | 1 0.33 87.62 148.7822 | 1 0.33 87.95 148.986 | 1 0.33 88.27 149.3521 | 1 0.33 88.60 149.4895 | 1 0.33 88.93 149.7741 | 1 0.33 89.25 150.0445 | 1 0.33 89.58 151.3022 | 1 0.33 89.90 153.3724 | 1 0.33 90.23 153.4689 | 1 0.33 90.55 155.2711 | 1 0.33 90.88 155.8038 | 1 0.33 91.21 156.343 | 1 0.33 91.53 156.7596 | 1 0.33 91.86 156.8862 | 1 0.33 92.18 157.1691 | 1 0.33 92.51 157.6209 | 1 0.33 92.83 158.4442 | 1 0.33 93.16 158.8199 | 1 0.33 93.49 159.1832 | 1 0.33 93.81 163.5231 | 1 0.33 94.14 164.4787 | 1 0.33 94.46 165.5027 | 1 0.33 94.79 167.039 | 1 0.33 95.11 167.2637 | 1 0.33 95.44 168.1969 | 1 0.33 95.77 169.9265 | 1 0.33 96.09 170.5878 | 1 0.33 96.42 170.7983 | 1 0.33 96.74 171.1729 | 1 0.33 97.07 172.204 | 1 0.33 97.39 172.24 | 1 0.33 97.72 172.9068 | 1 0.33 98.05 172.9335 | 1 0.33 98.37 176.4302 | 1 0.33 98.70 182.1669 | 1 0.33 99.02 187.6899 | 1 0.33 99.35 196.6102 | 1 0.33 99.67 204.3268 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018