Frequencies for radiologistsper100000residen variable in caphphrr1996 dataset : Radiologist | s per | 100,000 | Residents | Freq. Percent Cum. ------------+----------------------------------- 2.99 | 1 0.33 0.33 3.48 | 1 0.33 0.65 4.12 | 1 0.33 0.98 4.46 | 1 0.33 1.30 4.70 | 1 0.33 1.63 4.77 | 1 0.33 1.95 4.81 | 1 0.33 2.28 4.81 | 1 0.33 2.61 4.87 | 1 0.33 2.93 5.10 | 1 0.33 3.26 5.27 | 1 0.33 3.58 5.36 | 1 0.33 3.91 5.41 | 1 0.33 4.23 5.48 | 1 0.33 4.56 5.51 | 1 0.33 4.89 5.56 | 1 0.33 5.21 5.60 | 1 0.33 5.54 5.69 | 1 0.33 5.86 5.71 | 1 0.33 6.19 5.76 | 1 0.33 6.51 5.78 | 1 0.33 6.84 5.86 | 1 0.33 7.17 5.90 | 1 0.33 7.49 5.91 | 1 0.33 7.82 5.92 | 1 0.33 8.14 5.94 | 1 0.33 8.47 5.96 | 1 0.33 8.79 5.98 | 1 0.33 9.12 6.06 | 1 0.33 9.45 6.07 | 1 0.33 9.77 6.08 | 1 0.33 10.10 6.10 | 1 0.33 10.42 6.23 | 1 0.33 10.75 6.26 | 1 0.33 11.07 6.27 | 1 0.33 11.40 6.30 | 1 0.33 11.73 6.30 | 1 0.33 12.05 6.31 | 1 0.33 12.38 6.32 | 1 0.33 12.70 6.34 | 1 0.33 13.03 6.34 | 1 0.33 13.36 6.35 | 1 0.33 13.68 6.37 | 1 0.33 14.01 6.42 | 1 0.33 14.33 6.43 | 1 0.33 14.66 6.44 | 1 0.33 14.98 6.45 | 1 0.33 15.31 6.46 | 1 0.33 15.64 6.46 | 1 0.33 15.96 6.50 | 1 0.33 16.29 6.52 | 1 0.33 16.61 6.52 | 1 0.33 16.94 6.54 | 1 0.33 17.26 6.56 | 1 0.33 17.59 6.59 | 1 0.33 17.92 6.61 | 1 0.33 18.24 6.62 | 1 0.33 18.57 6.63 | 1 0.33 18.89 6.65 | 1 0.33 19.22 6.65 | 1 0.33 19.54 6.67 | 1 0.33 19.87 6.67 | 1 0.33 20.20 6.70 | 1 0.33 20.52 6.70 | 1 0.33 20.85 6.74 | 1 0.33 21.17 6.83 | 1 0.33 21.50 6.84 | 1 0.33 21.82 6.84 | 1 0.33 22.15 6.85 | 1 0.33 22.48 6.87 | 1 0.33 22.80 6.87 | 1 0.33 23.13 6.88 | 1 0.33 23.45 6.90 | 1 0.33 23.78 6.92 | 1 0.33 24.10 6.93 | 1 0.33 24.43 6.96 | 1 0.33 24.76 6.96 | 1 0.33 25.08 6.96 | 1 0.33 25.41 7.03 | 1 0.33 25.73 7.04 | 1 0.33 26.06 7.04 | 1 0.33 26.38 7.05 | 1 0.33 26.71 7.07 | 1 0.33 27.04 7.08 | 1 0.33 27.36 7.08 | 1 0.33 27.69 7.09 | 1 0.33 28.01 7.11 | 1 0.33 28.34 7.13 | 1 0.33 28.66 7.15 | 1 0.33 28.99 7.15 | 1 0.33 29.32 7.16 | 1 0.33 29.64 7.17 | 1 0.33 29.97 7.17 | 1 0.33 30.29 7.21 | 1 0.33 30.62 7.22 | 1 0.33 30.94 7.23 | 1 0.33 31.27 7.24 | 1 0.33 31.60 7.24 | 1 0.33 31.92 7.25 | 1 0.33 32.25 7.25 | 1 0.33 32.57 7.25 | 1 0.33 32.90 7.26 | 1 0.33 33.22 7.26 | 1 0.33 33.55 7.26 | 1 0.33 33.88 7.27 | 1 0.33 34.20 7.28 | 1 0.33 34.53 7.30 | 1 0.33 34.85 7.31 | 1 0.33 35.18 7.31 | 1 0.33 35.50 7.32 | 1 0.33 35.83 7.32 | 1 0.33 36.16 7.33 | 1 0.33 36.48 7.34 | 1 0.33 36.81 7.36 | 1 0.33 37.13 7.38 | 1 0.33 37.46 7.43 | 1 0.33 37.79 7.45 | 1 0.33 38.11 7.45 | 1 0.33 38.44 7.46 | 1 0.33 38.76 7.46 | 1 0.33 39.09 7.46 | 1 0.33 39.41 7.47 | 1 0.33 39.74 7.48 | 1 0.33 40.07 7.48 | 1 0.33 40.39 7.50 | 1 0.33 40.72 7.52 | 1 0.33 41.04 7.53 | 1 0.33 41.37 7.54 | 1 0.33 41.69 7.54 | 1 0.33 42.02 7.55 | 1 0.33 42.35 7.55 | 1 0.33 42.67 7.55 | 1 0.33 43.00 7.56 | 1 0.33 43.32 7.59 | 1 0.33 43.65 7.59 | 1 0.33 43.97 7.68 | 1 0.33 44.30 7.69 | 1 0.33 44.63 7.69 | 1 0.33 44.95 7.70 | 1 0.33 45.28 7.70 | 1 0.33 45.60 7.71 | 1 0.33 45.93 7.72 | 1 0.33 46.25 7.74 | 1 0.33 46.58 7.75 | 1 0.33 46.91 7.76 | 1 0.33 47.23 7.76 | 1 0.33 47.56 7.79 | 1 0.33 47.88 7.90 | 1 0.33 48.21 7.92 | 1 0.33 48.53 7.93 | 1 0.33 48.86 7.96 | 1 0.33 49.19 7.97 | 1 0.33 49.51 7.97 | 1 0.33 49.84 7.98 | 1 0.33 50.16 7.98 | 1 0.33 50.49 7.98 | 1 0.33 50.81 8.00 | 1 0.33 51.14 8.01 | 1 0.33 51.47 8.04 | 1 0.33 51.79 8.05 | 1 0.33 52.12 8.05 | 1 0.33 52.44 8.06 | 1 0.33 52.77 8.06 | 1 0.33 53.09 8.07 | 1 0.33 53.42 8.09 | 1 0.33 53.75 8.14 | 1 0.33 54.07 8.15 | 1 0.33 54.40 8.18 | 1 0.33 54.72 8.19 | 1 0.33 55.05 8.21 | 1 0.33 55.37 8.27 | 1 0.33 55.70 8.27 | 1 0.33 56.03 8.29 | 1 0.33 56.35 8.29 | 1 0.33 56.68 8.31 | 1 0.33 57.00 8.31 | 1 0.33 57.33 8.32 | 1 0.33 57.65 8.32 | 1 0.33 57.98 8.32 | 1 0.33 58.31 8.33 | 1 0.33 58.63 8.33 | 1 0.33 58.96 8.33 | 1 0.33 59.28 8.34 | 1 0.33 59.61 8.35 | 1 0.33 59.93 8.35 | 1 0.33 60.26 8.36 | 1 0.33 60.59 8.38 | 1 0.33 60.91 8.38 | 1 0.33 61.24 8.39 | 1 0.33 61.56 8.39 | 1 0.33 61.89 8.43 | 1 0.33 62.21 8.45 | 1 0.33 62.54 8.45 | 1 0.33 62.87 8.48 | 1 0.33 63.19 8.51 | 1 0.33 63.52 8.53 | 1 0.33 63.84 8.54 | 1 0.33 64.17 8.55 | 1 0.33 64.50 8.55 | 1 0.33 64.82 8.56 | 1 0.33 65.15 8.56 | 1 0.33 65.47 8.57 | 1 0.33 65.80 8.62 | 1 0.33 66.12 8.66 | 1 0.33 66.45 8.66 | 1 0.33 66.78 8.67 | 1 0.33 67.10 8.71 | 1 0.33 67.43 8.71 | 1 0.33 67.75 8.73 | 1 0.33 68.08 8.74 | 1 0.33 68.40 8.74 | 1 0.33 68.73 8.75 | 1 0.33 69.06 8.75 | 1 0.33 69.38 8.77 | 1 0.33 69.71 8.78 | 1 0.33 70.03 8.80 | 1 0.33 70.36 8.85 | 1 0.33 70.68 8.88 | 1 0.33 71.01 8.90 | 1 0.33 71.34 8.96 | 1 0.33 71.66 8.97 | 1 0.33 71.99 8.97 | 1 0.33 72.31 8.97 | 1 0.33 72.64 8.98 | 1 0.33 72.96 9.03 | 1 0.33 73.29 9.05 | 1 0.33 73.62 9.09 | 1 0.33 73.94 9.12 | 1 0.33 74.27 9.14 | 1 0.33 74.59 9.14 | 1 0.33 74.92 9.22 | 1 0.33 75.24 9.23 | 1 0.33 75.57 9.26 | 1 0.33 75.90 9.43 | 1 0.33 76.22 9.52 | 1 0.33 76.55 9.55 | 1 0.33 76.87 9.56 | 1 0.33 77.20 9.59 | 1 0.33 77.52 9.59 | 1 0.33 77.85 9.61 | 1 0.33 78.18 9.62 | 1 0.33 78.50 9.64 | 1 0.33 78.83 9.69 | 1 0.33 79.15 9.75 | 1 0.33 79.48 9.80 | 1 0.33 79.80 9.82 | 1 0.33 80.13 9.83 | 1 0.33 80.46 9.86 | 1 0.33 80.78 9.97 | 1 0.33 81.11 9.97 | 1 0.33 81.43 9.97 | 1 0.33 81.76 10.01 | 1 0.33 82.08 10.08 | 1 0.33 82.41 10.09 | 1 0.33 82.74 10.09 | 1 0.33 83.06 10.12 | 1 0.33 83.39 10.13 | 1 0.33 83.71 10.16 | 1 0.33 84.04 10.21 | 1 0.33 84.36 10.24 | 1 0.33 84.69 10.27 | 1 0.33 85.02 10.29 | 1 0.33 85.34 10.33 | 1 0.33 85.67 10.47 | 1 0.33 85.99 10.53 | 1 0.33 86.32 10.56 | 1 0.33 86.64 10.59 | 1 0.33 86.97 10.70 | 1 0.33 87.30 10.72 | 1 0.33 87.62 10.75 | 1 0.33 87.95 10.98 | 1 0.33 88.27 10.99 | 1 0.33 88.60 11.01 | 1 0.33 88.93 11.12 | 1 0.33 89.25 11.16 | 1 0.33 89.58 11.20 | 1 0.33 89.90 11.20 | 1 0.33 90.23 11.31 | 1 0.33 90.55 11.38 | 1 0.33 90.88 11.47 | 1 0.33 91.21 11.59 | 1 0.33 91.53 11.70 | 1 0.33 91.86 11.83 | 1 0.33 92.18 11.88 | 1 0.33 92.51 12.10 | 1 0.33 92.83 12.23 | 1 0.33 93.16 12.26 | 1 0.33 93.49 12.28 | 1 0.33 93.81 12.29 | 1 0.33 94.14 12.30 | 1 0.33 94.46 12.30 | 1 0.33 94.79 12.31 | 1 0.33 95.11 12.35 | 1 0.33 95.44 12.54 | 1 0.33 95.77 12.55 | 1 0.33 96.09 12.63 | 1 0.33 96.42 12.74 | 1 0.33 96.74 13.18 | 1 0.33 97.07 13.19 | 1 0.33 97.39 13.43 | 1 0.33 97.72 13.81 | 1 0.33 98.05 13.92 | 1 0.33 98.37 14.08 | 1 0.33 98.70 14.81 | 1 0.33 99.02 14.85 | 1 0.33 99.35 16.02 | 1 0.33 99.67 16.23 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018