Frequencies for vascularsurgeonsper100000re variable in caphphrr2011 dataset : Vascular | Surgeons | per 100,000 | Residents | Freq. Percent Cum. ------------+----------------------------------- 0.09 | 1 0.33 0.33 0.09 | 1 0.33 0.65 0.10 | 1 0.33 0.98 0.10 | 1 0.33 1.30 0.10 | 1 0.33 1.63 0.11 | 1 0.33 1.95 0.12 | 1 0.33 2.28 0.12 | 1 0.33 2.61 0.12 | 1 0.33 2.93 0.13 | 1 0.33 3.26 0.14 | 1 0.33 3.58 0.14 | 1 0.33 3.91 0.14 | 1 0.33 4.23 0.14 | 1 0.33 4.56 0.15 | 1 0.33 4.89 0.15 | 1 0.33 5.21 0.15 | 1 0.33 5.54 0.15 | 1 0.33 5.86 0.16 | 1 0.33 6.19 0.16 | 1 0.33 6.51 0.17 | 1 0.33 6.84 0.18 | 1 0.33 7.17 0.18 | 1 0.33 7.49 0.19 | 1 0.33 7.82 0.19 | 1 0.33 8.14 0.19 | 1 0.33 8.47 0.19 | 1 0.33 8.79 0.19 | 1 0.33 9.12 0.19 | 1 0.33 9.45 0.20 | 1 0.33 9.77 0.21 | 1 0.33 10.10 0.21 | 1 0.33 10.42 0.22 | 1 0.33 10.75 0.22 | 1 0.33 11.07 0.22 | 1 0.33 11.40 0.23 | 1 0.33 11.73 0.24 | 1 0.33 12.05 0.24 | 1 0.33 12.38 0.25 | 1 0.33 12.70 0.26 | 1 0.33 13.03 0.27 | 1 0.33 13.36 0.27 | 1 0.33 13.68 0.28 | 1 0.33 14.01 0.28 | 1 0.33 14.33 0.29 | 1 0.33 14.66 0.29 | 1 0.33 14.98 0.29 | 1 0.33 15.31 0.30 | 1 0.33 15.64 0.30 | 1 0.33 15.96 0.30 | 1 0.33 16.29 0.30 | 1 0.33 16.61 0.31 | 1 0.33 16.94 0.32 | 1 0.33 17.26 0.33 | 1 0.33 17.59 0.33 | 1 0.33 17.92 0.34 | 1 0.33 18.24 0.34 | 1 0.33 18.57 0.36 | 1 0.33 18.89 0.36 | 1 0.33 19.22 0.36 | 1 0.33 19.54 0.37 | 1 0.33 19.87 0.38 | 1 0.33 20.20 0.40 | 1 0.33 20.52 0.41 | 1 0.33 20.85 0.42 | 1 0.33 21.17 0.43 | 1 0.33 21.50 0.44 | 1 0.33 21.82 0.45 | 1 0.33 22.15 0.45 | 1 0.33 22.48 0.45 | 1 0.33 22.80 0.45 | 1 0.33 23.13 0.46 | 1 0.33 23.45 0.47 | 1 0.33 23.78 0.47 | 1 0.33 24.10 0.47 | 1 0.33 24.43 0.47 | 1 0.33 24.76 0.47 | 1 0.33 25.08 0.48 | 1 0.33 25.41 0.48 | 1 0.33 25.73 0.49 | 1 0.33 26.06 0.49 | 1 0.33 26.38 0.49 | 1 0.33 26.71 0.51 | 1 0.33 27.04 0.51 | 1 0.33 27.36 0.51 | 1 0.33 27.69 0.51 | 1 0.33 28.01 0.51 | 1 0.33 28.34 0.52 | 1 0.33 28.66 0.52 | 1 0.33 28.99 0.53 | 1 0.33 29.32 0.53 | 1 0.33 29.64 0.54 | 1 0.33 29.97 0.54 | 1 0.33 30.29 0.55 | 1 0.33 30.62 0.55 | 1 0.33 30.94 0.55 | 1 0.33 31.27 0.55 | 1 0.33 31.60 0.55 | 1 0.33 31.92 0.56 | 1 0.33 32.25 0.56 | 1 0.33 32.57 0.56 | 1 0.33 32.90 0.56 | 1 0.33 33.22 0.57 | 1 0.33 33.55 0.57 | 1 0.33 33.88 0.57 | 1 0.33 34.20 0.57 | 1 0.33 34.53 0.57 | 1 0.33 34.85 0.58 | 1 0.33 35.18 0.58 | 1 0.33 35.50 0.58 | 1 0.33 35.83 0.58 | 1 0.33 36.16 0.59 | 1 0.33 36.48 0.60 | 1 0.33 36.81 0.60 | 1 0.33 37.13 0.60 | 1 0.33 37.46 0.60 | 1 0.33 37.79 0.60 | 1 0.33 38.11 0.61 | 1 0.33 38.44 0.61 | 1 0.33 38.76 0.61 | 1 0.33 39.09 0.61 | 1 0.33 39.41 0.61 | 1 0.33 39.74 0.61 | 1 0.33 40.07 0.62 | 1 0.33 40.39 0.63 | 1 0.33 40.72 0.63 | 1 0.33 41.04 0.64 | 1 0.33 41.37 0.64 | 1 0.33 41.69 0.64 | 1 0.33 42.02 0.65 | 1 0.33 42.35 0.65 | 1 0.33 42.67 0.65 | 1 0.33 43.00 0.66 | 1 0.33 43.32 0.66 | 1 0.33 43.65 0.67 | 1 0.33 43.97 0.67 | 1 0.33 44.30 0.67 | 1 0.33 44.63 0.67 | 1 0.33 44.95 0.68 | 1 0.33 45.28 0.68 | 1 0.33 45.60 0.68 | 1 0.33 45.93 0.68 | 1 0.33 46.25 0.68 | 1 0.33 46.58 0.69 | 1 0.33 46.91 0.69 | 1 0.33 47.23 0.69 | 1 0.33 47.56 0.70 | 1 0.33 47.88 0.70 | 1 0.33 48.21 0.70 | 1 0.33 48.53 0.71 | 1 0.33 48.86 0.72 | 1 0.33 49.19 0.72 | 1 0.33 49.51 0.72 | 1 0.33 49.84 0.72 | 1 0.33 50.16 0.73 | 1 0.33 50.49 0.73 | 1 0.33 50.81 0.74 | 1 0.33 51.14 0.74 | 1 0.33 51.47 0.75 | 1 0.33 51.79 0.75 | 1 0.33 52.12 0.76 | 1 0.33 52.44 0.77 | 1 0.33 52.77 0.77 | 1 0.33 53.09 0.77 | 1 0.33 53.42 0.78 | 1 0.33 53.75 0.79 | 1 0.33 54.07 0.79 | 1 0.33 54.40 0.80 | 1 0.33 54.72 0.80 | 1 0.33 55.05 0.80 | 1 0.33 55.37 0.80 | 1 0.33 55.70 0.80 | 1 0.33 56.03 0.80 | 1 0.33 56.35 0.81 | 1 0.33 56.68 0.81 | 1 0.33 57.00 0.81 | 1 0.33 57.33 0.82 | 1 0.33 57.65 0.83 | 1 0.33 57.98 0.83 | 1 0.33 58.31 0.83 | 1 0.33 58.63 0.84 | 1 0.33 58.96 0.84 | 1 0.33 59.28 0.84 | 1 0.33 59.61 0.84 | 1 0.33 59.93 0.84 | 1 0.33 60.26 0.85 | 1 0.33 60.59 0.85 | 1 0.33 60.91 0.86 | 1 0.33 61.24 0.86 | 1 0.33 61.56 0.86 | 1 0.33 61.89 0.87 | 1 0.33 62.21 0.87 | 1 0.33 62.54 0.87 | 1 0.33 62.87 0.87 | 1 0.33 63.19 0.87 | 1 0.33 63.52 0.88 | 1 0.33 63.84 0.88 | 1 0.33 64.17 0.89 | 1 0.33 64.50 0.89 | 1 0.33 64.82 0.89 | 1 0.33 65.15 0.90 | 1 0.33 65.47 0.90 | 1 0.33 65.80 0.91 | 1 0.33 66.12 0.91 | 1 0.33 66.45 0.91 | 1 0.33 66.78 0.91 | 1 0.33 67.10 0.92 | 1 0.33 67.43 0.92 | 1 0.33 67.75 0.92 | 1 0.33 68.08 0.92 | 1 0.33 68.40 0.92 | 1 0.33 68.73 0.93 | 1 0.33 69.06 0.93 | 1 0.33 69.38 0.94 | 1 0.33 69.71 0.94 | 1 0.33 70.03 0.94 | 1 0.33 70.36 0.95 | 1 0.33 70.68 0.96 | 1 0.33 71.01 0.97 | 1 0.33 71.34 0.97 | 1 0.33 71.66 0.98 | 1 0.33 71.99 0.98 | 1 0.33 72.31 0.98 | 1 0.33 72.64 0.98 | 1 0.33 72.96 0.99 | 1 0.33 73.29 0.99 | 1 0.33 73.62 1.00 | 1 0.33 73.94 1.02 | 1 0.33 74.27 1.02 | 1 0.33 74.59 1.02 | 1 0.33 74.92 1.03 | 1 0.33 75.24 1.03 | 1 0.33 75.57 1.03 | 1 0.33 75.90 1.03 | 1 0.33 76.22 1.03 | 1 0.33 76.55 1.04 | 1 0.33 76.87 1.04 | 1 0.33 77.20 1.04 | 1 0.33 77.52 1.04 | 1 0.33 77.85 1.04 | 1 0.33 78.18 1.04 | 1 0.33 78.50 1.04 | 1 0.33 78.83 1.04 | 1 0.33 79.15 1.05 | 1 0.33 79.48 1.06 | 1 0.33 79.80 1.06 | 1 0.33 80.13 1.06 | 1 0.33 80.46 1.06 | 1 0.33 80.78 1.06 | 1 0.33 81.11 1.07 | 1 0.33 81.43 1.07 | 1 0.33 81.76 1.08 | 1 0.33 82.08 1.08 | 1 0.33 82.41 1.08 | 1 0.33 82.74 1.10 | 1 0.33 83.06 1.11 | 1 0.33 83.39 1.11 | 1 0.33 83.71 1.12 | 1 0.33 84.04 1.12 | 1 0.33 84.36 1.12 | 1 0.33 84.69 1.13 | 1 0.33 85.02 1.13 | 1 0.33 85.34 1.14 | 1 0.33 85.67 1.14 | 1 0.33 85.99 1.15 | 1 0.33 86.32 1.18 | 1 0.33 86.64 1.18 | 1 0.33 86.97 1.18 | 1 0.33 87.30 1.18 | 1 0.33 87.62 1.19 | 1 0.33 87.95 1.20 | 1 0.33 88.27 1.20 | 1 0.33 88.60 1.20 | 1 0.33 88.93 1.21 | 1 0.33 89.25 1.22 | 1 0.33 89.58 1.23 | 1 0.33 89.90 1.23 | 1 0.33 90.23 1.23 | 1 0.33 90.55 1.24 | 1 0.33 90.88 1.25 | 1 0.33 91.21 1.27 | 1 0.33 91.53 1.28 | 1 0.33 91.86 1.30 | 1 0.33 92.18 1.30 | 1 0.33 92.51 1.31 | 1 0.33 92.83 1.31 | 1 0.33 93.16 1.31 | 1 0.33 93.49 1.32 | 1 0.33 93.81 1.32 | 1 0.33 94.14 1.32 | 1 0.33 94.46 1.34 | 1 0.33 94.79 1.43 | 1 0.33 95.11 1.44 | 1 0.33 95.44 1.44 | 1 0.33 95.77 1.45 | 1 0.33 96.09 1.48 | 1 0.33 96.42 1.50 | 1 0.33 96.74 1.52 | 1 0.33 97.07 1.53 | 1 0.33 97.39 1.53 | 1 0.33 97.72 1.54 | 1 0.33 98.05 1.62 | 1 0.33 98.37 1.62 | 1 0.33 98.70 1.63 | 1 0.33 99.02 1.82 | 1 0.33 99.35 2.03 | 1 0.33 99.67 2.18 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018