Frequencies for gastroenterologistsper100000 variable in caphphrr1996 dataset : Gastroenter | ologists | per 100,000 | Residents | Freq. Percent Cum. ------------+----------------------------------- 0.96 | 1 0.33 0.33 1.00 | 1 0.33 0.65 1.07 | 1 0.33 0.98 1.08 | 1 0.33 1.30 1.20 | 1 0.33 1.63 1.23 | 1 0.33 1.95 1.30 | 1 0.33 2.28 1.31 | 1 0.33 2.61 1.31 | 1 0.33 2.93 1.32 | 1 0.33 3.26 1.34 | 1 0.33 3.58 1.37 | 1 0.33 3.91 1.37 | 1 0.33 4.23 1.38 | 1 0.33 4.56 1.40 | 1 0.33 4.89 1.40 | 1 0.33 5.21 1.40 | 1 0.33 5.54 1.40 | 1 0.33 5.86 1.41 | 1 0.33 6.19 1.43 | 1 0.33 6.51 1.44 | 1 0.33 6.84 1.48 | 1 0.33 7.17 1.49 | 1 0.33 7.49 1.50 | 1 0.33 7.82 1.51 | 1 0.33 8.14 1.53 | 1 0.33 8.47 1.53 | 1 0.33 8.79 1.53 | 1 0.33 9.12 1.56 | 1 0.33 9.45 1.58 | 1 0.33 9.77 1.59 | 1 0.33 10.10 1.61 | 1 0.33 10.42 1.61 | 1 0.33 10.75 1.62 | 1 0.33 11.07 1.63 | 1 0.33 11.40 1.67 | 1 0.33 11.73 1.67 | 1 0.33 12.05 1.67 | 1 0.33 12.38 1.67 | 1 0.33 12.70 1.69 | 1 0.33 13.03 1.71 | 1 0.33 13.36 1.72 | 1 0.33 13.68 1.73 | 1 0.33 14.01 1.73 | 1 0.33 14.33 1.73 | 1 0.33 14.66 1.74 | 1 0.33 14.98 1.74 | 1 0.33 15.31 1.74 | 1 0.33 15.64 1.76 | 1 0.33 15.96 1.76 | 1 0.33 16.29 1.76 | 1 0.33 16.61 1.79 | 1 0.33 16.94 1.80 | 1 0.33 17.26 1.81 | 1 0.33 17.59 1.82 | 1 0.33 17.92 1.82 | 1 0.33 18.24 1.82 | 1 0.33 18.57 1.82 | 1 0.33 18.89 1.83 | 1 0.33 19.22 1.83 | 1 0.33 19.54 1.84 | 1 0.33 19.87 1.84 | 1 0.33 20.20 1.87 | 1 0.33 20.52 1.88 | 1 0.33 20.85 1.89 | 1 0.33 21.17 1.91 | 1 0.33 21.50 1.91 | 1 0.33 21.82 1.92 | 1 0.33 22.15 1.94 | 1 0.33 22.48 1.95 | 1 0.33 22.80 1.95 | 1 0.33 23.13 1.97 | 1 0.33 23.45 1.98 | 1 0.33 23.78 1.98 | 1 0.33 24.10 1.99 | 1 0.33 24.43 2.00 | 1 0.33 24.76 2.00 | 1 0.33 25.08 2.01 | 1 0.33 25.41 2.01 | 1 0.33 25.73 2.01 | 1 0.33 26.06 2.02 | 1 0.33 26.38 2.02 | 1 0.33 26.71 2.03 | 1 0.33 27.04 2.03 | 1 0.33 27.36 2.03 | 1 0.33 27.69 2.04 | 1 0.33 28.01 2.04 | 1 0.33 28.34 2.04 | 1 0.33 28.66 2.05 | 1 0.33 28.99 2.05 | 1 0.33 29.32 2.06 | 1 0.33 29.64 2.06 | 1 0.33 29.97 2.07 | 1 0.33 30.29 2.10 | 1 0.33 30.62 2.11 | 1 0.33 30.94 2.11 | 1 0.33 31.27 2.12 | 1 0.33 31.60 2.13 | 1 0.33 31.92 2.16 | 1 0.33 32.25 2.16 | 1 0.33 32.57 2.16 | 1 0.33 32.90 2.17 | 1 0.33 33.22 2.18 | 1 0.33 33.55 2.18 | 1 0.33 33.88 2.18 | 1 0.33 34.20 2.19 | 1 0.33 34.53 2.20 | 1 0.33 34.85 2.20 | 1 0.33 35.18 2.24 | 1 0.33 35.50 2.25 | 1 0.33 35.83 2.25 | 1 0.33 36.16 2.25 | 1 0.33 36.48 2.26 | 1 0.33 36.81 2.26 | 1 0.33 37.13 2.27 | 1 0.33 37.46 2.28 | 1 0.33 37.79 2.28 | 1 0.33 38.11 2.28 | 1 0.33 38.44 2.29 | 1 0.33 38.76 2.29 | 1 0.33 39.09 2.31 | 1 0.33 39.41 2.31 | 1 0.33 39.74 2.31 | 1 0.33 40.07 2.32 | 1 0.33 40.39 2.32 | 1 0.33 40.72 2.32 | 1 0.33 41.04 2.33 | 1 0.33 41.37 2.35 | 1 0.33 41.69 2.36 | 1 0.33 42.02 2.36 | 1 0.33 42.35 2.39 | 1 0.33 42.67 2.40 | 1 0.33 43.00 2.40 | 1 0.33 43.32 2.41 | 1 0.33 43.65 2.42 | 1 0.33 43.97 2.42 | 1 0.33 44.30 2.43 | 1 0.33 44.63 2.44 | 1 0.33 44.95 2.44 | 1 0.33 45.28 2.44 | 1 0.33 45.60 2.45 | 1 0.33 45.93 2.47 | 1 0.33 46.25 2.48 | 1 0.33 46.58 2.48 | 1 0.33 46.91 2.49 | 1 0.33 47.23 2.50 | 1 0.33 47.56 2.50 | 1 0.33 47.88 2.50 | 1 0.33 48.21 2.51 | 1 0.33 48.53 2.51 | 1 0.33 48.86 2.52 | 1 0.33 49.19 2.52 | 1 0.33 49.51 2.54 | 1 0.33 49.84 2.54 | 1 0.33 50.16 2.55 | 1 0.33 50.49 2.55 | 1 0.33 50.81 2.56 | 1 0.33 51.14 2.56 | 1 0.33 51.47 2.57 | 1 0.33 51.79 2.58 | 1 0.33 52.12 2.58 | 1 0.33 52.44 2.59 | 1 0.33 52.77 2.59 | 1 0.33 53.09 2.60 | 1 0.33 53.42 2.60 | 1 0.33 53.75 2.62 | 1 0.33 54.07 2.63 | 1 0.33 54.40 2.64 | 1 0.33 54.72 2.64 | 1 0.33 55.05 2.66 | 1 0.33 55.37 2.66 | 1 0.33 55.70 2.66 | 1 0.33 56.03 2.66 | 1 0.33 56.35 2.67 | 1 0.33 56.68 2.68 | 1 0.33 57.00 2.68 | 1 0.33 57.33 2.68 | 1 0.33 57.65 2.68 | 1 0.33 57.98 2.70 | 1 0.33 58.31 2.70 | 1 0.33 58.63 2.70 | 1 0.33 58.96 2.70 | 1 0.33 59.28 2.70 | 1 0.33 59.61 2.70 | 1 0.33 59.93 2.71 | 1 0.33 60.26 2.72 | 1 0.33 60.59 2.73 | 1 0.33 60.91 2.74 | 1 0.33 61.24 2.74 | 1 0.33 61.56 2.75 | 1 0.33 61.89 2.76 | 1 0.33 62.21 2.76 | 1 0.33 62.54 2.76 | 1 0.33 62.87 2.77 | 1 0.33 63.19 2.77 | 1 0.33 63.52 2.77 | 1 0.33 63.84 2.79 | 1 0.33 64.17 2.79 | 1 0.33 64.50 2.80 | 1 0.33 64.82 2.80 | 1 0.33 65.15 2.80 | 1 0.33 65.47 2.80 | 1 0.33 65.80 2.81 | 1 0.33 66.12 2.82 | 1 0.33 66.45 2.83 | 1 0.33 66.78 2.84 | 1 0.33 67.10 2.84 | 1 0.33 67.43 2.84 | 1 0.33 67.75 2.86 | 1 0.33 68.08 2.87 | 1 0.33 68.40 2.87 | 1 0.33 68.73 2.87 | 1 0.33 69.06 2.88 | 1 0.33 69.38 2.88 | 1 0.33 69.71 2.89 | 1 0.33 70.03 2.89 | 1 0.33 70.36 2.89 | 1 0.33 70.68 2.92 | 1 0.33 71.01 2.92 | 1 0.33 71.34 2.93 | 1 0.33 71.66 2.93 | 1 0.33 71.99 2.93 | 1 0.33 72.31 2.94 | 1 0.33 72.64 2.95 | 1 0.33 72.96 2.96 | 1 0.33 73.29 2.96 | 1 0.33 73.62 2.97 | 1 0.33 73.94 2.99 | 1 0.33 74.27 3.00 | 1 0.33 74.59 3.01 | 1 0.33 74.92 3.03 | 1 0.33 75.24 3.04 | 1 0.33 75.57 3.04 | 1 0.33 75.90 3.05 | 1 0.33 76.22 3.05 | 1 0.33 76.55 3.06 | 1 0.33 76.87 3.06 | 1 0.33 77.20 3.08 | 1 0.33 77.52 3.10 | 1 0.33 77.85 3.11 | 1 0.33 78.18 3.13 | 1 0.33 78.50 3.14 | 1 0.33 78.83 3.14 | 1 0.33 79.15 3.17 | 1 0.33 79.48 3.17 | 1 0.33 79.80 3.19 | 1 0.33 80.13 3.19 | 1 0.33 80.46 3.19 | 1 0.33 80.78 3.21 | 1 0.33 81.11 3.23 | 1 0.33 81.43 3.26 | 1 0.33 81.76 3.26 | 1 0.33 82.08 3.27 | 1 0.33 82.41 3.30 | 1 0.33 82.74 3.32 | 1 0.33 83.06 3.32 | 1 0.33 83.39 3.34 | 1 0.33 83.71 3.43 | 1 0.33 84.04 3.45 | 1 0.33 84.36 3.48 | 1 0.33 84.69 3.51 | 1 0.33 85.02 3.54 | 1 0.33 85.34 3.57 | 1 0.33 85.67 3.61 | 1 0.33 85.99 3.63 | 1 0.33 86.32 3.63 | 1 0.33 86.64 3.67 | 1 0.33 86.97 3.71 | 1 0.33 87.30 3.84 | 1 0.33 87.62 3.88 | 1 0.33 87.95 3.88 | 1 0.33 88.27 3.89 | 1 0.33 88.60 3.93 | 1 0.33 88.93 3.98 | 1 0.33 89.25 4.03 | 1 0.33 89.58 4.05 | 1 0.33 89.90 4.09 | 1 0.33 90.23 4.12 | 1 0.33 90.55 4.13 | 1 0.33 90.88 4.24 | 1 0.33 91.21 4.34 | 1 0.33 91.53 4.35 | 1 0.33 91.86 4.35 | 1 0.33 92.18 4.45 | 1 0.33 92.51 4.48 | 1 0.33 92.83 4.52 | 1 0.33 93.16 4.53 | 1 0.33 93.49 4.55 | 1 0.33 93.81 4.56 | 1 0.33 94.14 4.60 | 1 0.33 94.46 4.61 | 1 0.33 94.79 4.62 | 1 0.33 95.11 4.63 | 1 0.33 95.44 4.64 | 1 0.33 95.77 4.65 | 1 0.33 96.09 4.83 | 1 0.33 96.42 4.89 | 1 0.33 96.74 5.18 | 1 0.33 97.07 5.21 | 1 0.33 97.39 5.27 | 1 0.33 97.72 5.38 | 1 0.33 98.05 5.48 | 1 0.33 98.37 5.71 | 1 0.33 98.70 5.86 | 1 0.33 99.02 6.04 | 1 0.33 99.35 6.16 | 1 0.33 99.67 6.63 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018