Frequencies for neurosurgeonsper100000reside variable in caphphrr2011 dataset : Neurosurgeo | ns per | 100,000 | Residents | Freq. Percent Cum. ------------+----------------------------------- 0.25 | 1 0.33 0.33 0.42 | 1 0.33 0.65 0.56 | 1 0.33 0.98 0.57 | 1 0.33 1.30 0.61 | 1 0.33 1.63 0.62 | 1 0.33 1.95 0.63 | 1 0.33 2.28 0.63 | 1 0.33 2.61 0.66 | 1 0.33 2.93 0.67 | 1 0.33 3.26 0.67 | 1 0.33 3.58 0.68 | 1 0.33 3.91 0.71 | 1 0.33 4.23 0.72 | 1 0.33 4.56 0.72 | 1 0.33 4.89 0.74 | 1 0.33 5.21 0.75 | 1 0.33 5.54 0.77 | 1 0.33 5.86 0.77 | 1 0.33 6.19 0.77 | 1 0.33 6.51 0.77 | 1 0.33 6.84 0.78 | 1 0.33 7.17 0.79 | 1 0.33 7.49 0.80 | 1 0.33 7.82 0.81 | 1 0.33 8.14 0.82 | 1 0.33 8.47 0.83 | 1 0.33 8.79 0.85 | 1 0.33 9.12 0.86 | 1 0.33 9.45 0.87 | 1 0.33 9.77 0.87 | 1 0.33 10.10 0.87 | 1 0.33 10.42 0.87 | 1 0.33 10.75 0.88 | 1 0.33 11.07 0.88 | 1 0.33 11.40 0.90 | 1 0.33 11.73 0.90 | 1 0.33 12.05 0.91 | 1 0.33 12.38 0.93 | 1 0.33 12.70 0.93 | 1 0.33 13.03 0.94 | 1 0.33 13.36 0.94 | 1 0.33 13.68 0.94 | 1 0.33 14.01 0.95 | 1 0.33 14.33 0.96 | 1 0.33 14.66 0.96 | 1 0.33 14.98 0.96 | 1 0.33 15.31 0.97 | 1 0.33 15.64 0.97 | 1 0.33 15.96 0.97 | 1 0.33 16.29 0.97 | 1 0.33 16.61 0.98 | 1 0.33 16.94 0.98 | 1 0.33 17.26 0.99 | 1 0.33 17.59 0.99 | 1 0.33 17.92 0.99 | 1 0.33 18.24 1.00 | 1 0.33 18.57 1.00 | 1 0.33 18.89 1.00 | 1 0.33 19.22 1.00 | 1 0.33 19.54 1.00 | 1 0.33 19.87 1.01 | 1 0.33 20.20 1.01 | 1 0.33 20.52 1.02 | 1 0.33 20.85 1.02 | 1 0.33 21.17 1.02 | 1 0.33 21.50 1.02 | 1 0.33 21.82 1.03 | 1 0.33 22.15 1.03 | 1 0.33 22.48 1.03 | 1 0.33 22.80 1.03 | 1 0.33 23.13 1.04 | 1 0.33 23.45 1.04 | 1 0.33 23.78 1.04 | 1 0.33 24.10 1.06 | 1 0.33 24.43 1.06 | 1 0.33 24.76 1.06 | 1 0.33 25.08 1.07 | 1 0.33 25.41 1.07 | 1 0.33 25.73 1.07 | 1 0.33 26.06 1.08 | 1 0.33 26.38 1.09 | 1 0.33 26.71 1.09 | 1 0.33 27.04 1.10 | 1 0.33 27.36 1.10 | 1 0.33 27.69 1.11 | 1 0.33 28.01 1.11 | 1 0.33 28.34 1.11 | 1 0.33 28.66 1.12 | 1 0.33 28.99 1.12 | 1 0.33 29.32 1.12 | 1 0.33 29.64 1.12 | 1 0.33 29.97 1.12 | 1 0.33 30.29 1.13 | 1 0.33 30.62 1.13 | 1 0.33 30.94 1.13 | 1 0.33 31.27 1.13 | 1 0.33 31.60 1.14 | 1 0.33 31.92 1.15 | 1 0.33 32.25 1.15 | 1 0.33 32.57 1.15 | 1 0.33 32.90 1.15 | 1 0.33 33.22 1.16 | 1 0.33 33.55 1.16 | 1 0.33 33.88 1.16 | 1 0.33 34.20 1.17 | 1 0.33 34.53 1.17 | 1 0.33 34.85 1.18 | 1 0.33 35.18 1.18 | 1 0.33 35.50 1.19 | 1 0.33 35.83 1.19 | 1 0.33 36.16 1.19 | 1 0.33 36.48 1.19 | 1 0.33 36.81 1.20 | 1 0.33 37.13 1.21 | 1 0.33 37.46 1.21 | 1 0.33 37.79 1.21 | 1 0.33 38.11 1.21 | 1 0.33 38.44 1.22 | 1 0.33 38.76 1.22 | 1 0.33 39.09 1.23 | 1 0.33 39.41 1.23 | 1 0.33 39.74 1.23 | 1 0.33 40.07 1.23 | 1 0.33 40.39 1.24 | 1 0.33 40.72 1.24 | 1 0.33 41.04 1.24 | 1 0.33 41.37 1.24 | 1 0.33 41.69 1.24 | 1 0.33 42.02 1.24 | 1 0.33 42.35 1.24 | 1 0.33 42.67 1.25 | 1 0.33 43.00 1.26 | 1 0.33 43.32 1.26 | 1 0.33 43.65 1.26 | 1 0.33 43.97 1.26 | 1 0.33 44.30 1.27 | 1 0.33 44.63 1.27 | 1 0.33 44.95 1.28 | 1 0.33 45.28 1.28 | 1 0.33 45.60 1.28 | 1 0.33 45.93 1.29 | 1 0.33 46.25 1.29 | 1 0.33 46.58 1.29 | 1 0.33 46.91 1.29 | 1 0.33 47.23 1.30 | 1 0.33 47.56 1.30 | 1 0.33 47.88 1.30 | 1 0.33 48.21 1.30 | 1 0.33 48.53 1.30 | 1 0.33 48.86 1.31 | 1 0.33 49.19 1.31 | 1 0.33 49.51 1.31 | 1 0.33 49.84 1.31 | 1 0.33 50.16 1.31 | 1 0.33 50.49 1.31 | 1 0.33 50.81 1.32 | 1 0.33 51.14 1.32 | 1 0.33 51.47 1.33 | 1 0.33 51.79 1.33 | 1 0.33 52.12 1.33 | 1 0.33 52.44 1.34 | 1 0.33 52.77 1.34 | 1 0.33 53.09 1.35 | 1 0.33 53.42 1.35 | 1 0.33 53.75 1.35 | 1 0.33 54.07 1.36 | 1 0.33 54.40 1.36 | 1 0.33 54.72 1.36 | 1 0.33 55.05 1.36 | 1 0.33 55.37 1.37 | 1 0.33 55.70 1.37 | 1 0.33 56.03 1.37 | 1 0.33 56.35 1.37 | 1 0.33 56.68 1.38 | 1 0.33 57.00 1.38 | 1 0.33 57.33 1.38 | 1 0.33 57.65 1.39 | 1 0.33 57.98 1.39 | 1 0.33 58.31 1.40 | 1 0.33 58.63 1.40 | 1 0.33 58.96 1.41 | 1 0.33 59.28 1.41 | 1 0.33 59.61 1.41 | 1 0.33 59.93 1.41 | 1 0.33 60.26 1.42 | 1 0.33 60.59 1.43 | 1 0.33 60.91 1.43 | 1 0.33 61.24 1.44 | 1 0.33 61.56 1.44 | 1 0.33 61.89 1.45 | 1 0.33 62.21 1.45 | 1 0.33 62.54 1.45 | 1 0.33 62.87 1.46 | 1 0.33 63.19 1.47 | 1 0.33 63.52 1.47 | 1 0.33 63.84 1.48 | 1 0.33 64.17 1.48 | 1 0.33 64.50 1.48 | 1 0.33 64.82 1.48 | 1 0.33 65.15 1.49 | 1 0.33 65.47 1.49 | 1 0.33 65.80 1.49 | 1 0.33 66.12 1.49 | 1 0.33 66.45 1.49 | 1 0.33 66.78 1.50 | 1 0.33 67.10 1.50 | 1 0.33 67.43 1.51 | 1 0.33 67.75 1.52 | 1 0.33 68.08 1.52 | 1 0.33 68.40 1.52 | 1 0.33 68.73 1.53 | 1 0.33 69.06 1.54 | 1 0.33 69.38 1.54 | 1 0.33 69.71 1.55 | 1 0.33 70.03 1.57 | 1 0.33 70.36 1.57 | 1 0.33 70.68 1.57 | 1 0.33 71.01 1.57 | 1 0.33 71.34 1.58 | 1 0.33 71.66 1.59 | 1 0.33 71.99 1.59 | 1 0.33 72.31 1.59 | 1 0.33 72.64 1.60 | 1 0.33 72.96 1.60 | 1 0.33 73.29 1.60 | 1 0.33 73.62 1.60 | 1 0.33 73.94 1.60 | 1 0.33 74.27 1.62 | 1 0.33 74.59 1.63 | 1 0.33 74.92 1.63 | 1 0.33 75.24 1.65 | 1 0.33 75.57 1.65 | 1 0.33 75.90 1.67 | 1 0.33 76.22 1.67 | 1 0.33 76.55 1.68 | 1 0.33 76.87 1.68 | 1 0.33 77.20 1.69 | 1 0.33 77.52 1.69 | 1 0.33 77.85 1.69 | 1 0.33 78.18 1.69 | 1 0.33 78.50 1.70 | 1 0.33 78.83 1.70 | 1 0.33 79.15 1.71 | 1 0.33 79.48 1.72 | 1 0.33 79.80 1.72 | 1 0.33 80.13 1.73 | 1 0.33 80.46 1.73 | 1 0.33 80.78 1.74 | 1 0.33 81.11 1.74 | 1 0.33 81.43 1.74 | 1 0.33 81.76 1.75 | 1 0.33 82.08 1.76 | 1 0.33 82.41 1.76 | 1 0.33 82.74 1.77 | 1 0.33 83.06 1.77 | 1 0.33 83.39 1.77 | 1 0.33 83.71 1.77 | 1 0.33 84.04 1.78 | 1 0.33 84.36 1.78 | 1 0.33 84.69 1.79 | 1 0.33 85.02 1.79 | 1 0.33 85.34 1.80 | 1 0.33 85.67 1.80 | 1 0.33 85.99 1.80 | 1 0.33 86.32 1.80 | 1 0.33 86.64 1.80 | 1 0.33 86.97 1.81 | 1 0.33 87.30 1.81 | 1 0.33 87.62 1.82 | 1 0.33 87.95 1.82 | 1 0.33 88.27 1.84 | 1 0.33 88.60 1.85 | 1 0.33 88.93 1.86 | 1 0.33 89.25 1.86 | 1 0.33 89.58 1.87 | 1 0.33 89.90 1.88 | 1 0.33 90.23 1.89 | 1 0.33 90.55 1.89 | 1 0.33 90.88 1.91 | 1 0.33 91.21 1.91 | 1 0.33 91.53 1.92 | 1 0.33 91.86 1.92 | 1 0.33 92.18 1.95 | 1 0.33 92.51 1.98 | 1 0.33 92.83 1.98 | 1 0.33 93.16 2.01 | 1 0.33 93.49 2.04 | 1 0.33 93.81 2.07 | 1 0.33 94.14 2.09 | 1 0.33 94.46 2.09 | 1 0.33 94.79 2.10 | 1 0.33 95.11 2.10 | 1 0.33 95.44 2.11 | 1 0.33 95.77 2.14 | 1 0.33 96.09 2.20 | 1 0.33 96.42 2.23 | 1 0.33 96.74 2.24 | 1 0.33 97.07 2.30 | 1 0.33 97.39 2.31 | 1 0.33 97.72 2.37 | 1 0.33 98.05 2.37 | 1 0.33 98.37 2.45 | 1 0.33 98.70 2.61 | 1 0.33 99.02 2.74 | 1 0.33 99.35 3.14 | 1 0.33 99.67 3.31 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018