Frequencies for coronaryangiographyper1000medica variable in 2007_surg_discharg Coronary | Angiography | per 1000 | Medicare | Enrollees | 2007 | Freq. Percent Cum. ------------+----------------------------------- 6.284835 | 1 0.33 0.33 9.185997 | 1 0.33 0.65 9.345542 | 1 0.33 0.98 9.980091 | 1 0.33 1.30 10.09111 | 1 0.33 1.63 10.24594 | 1 0.33 1.95 10.5273 | 1 0.33 2.28 10.66357 | 1 0.33 2.61 10.79902 | 1 0.33 2.93 10.83726 | 1 0.33 3.26 10.96905 | 1 0.33 3.58 10.99142 | 1 0.33 3.91 11.04159 | 1 0.33 4.23 11.09005 | 1 0.33 4.56 11.33119 | 1 0.33 4.89 11.37128 | 1 0.33 5.21 11.44543 | 1 0.33 5.54 11.75458 | 1 0.33 5.86 11.81961 | 1 0.33 6.19 11.86082 | 1 0.33 6.51 11.8851 | 1 0.33 6.84 12.09573 | 1 0.33 7.17 12.10821 | 1 0.33 7.49 12.10941 | 1 0.33 7.82 12.16758 | 1 0.33 8.14 12.18908 | 1 0.33 8.47 12.2853 | 1 0.33 8.79 12.33329 | 1 0.33 9.12 12.35326 | 1 0.33 9.45 12.36696 | 1 0.33 9.77 12.38323 | 1 0.33 10.10 12.40565 | 1 0.33 10.42 12.41844 | 1 0.33 10.75 12.44503 | 1 0.33 11.07 12.51868 | 1 0.33 11.40 12.78812 | 1 0.33 11.73 13.01801 | 1 0.33 12.05 13.24486 | 1 0.33 12.38 13.24606 | 1 0.33 12.70 13.27857 | 1 0.33 13.03 13.31534 | 1 0.33 13.36 13.4099 | 1 0.33 13.68 13.45631 | 1 0.33 14.01 13.54468 | 1 0.33 14.33 13.58234 | 1 0.33 14.66 13.72111 | 1 0.33 14.98 13.80537 | 1 0.33 15.31 13.81466 | 1 0.33 15.64 13.83662 | 1 0.33 15.96 13.83672 | 1 0.33 16.29 13.83751 | 1 0.33 16.61 13.9073 | 1 0.33 16.94 13.93387 | 1 0.33 17.26 13.99203 | 1 0.33 17.59 14.04104 | 1 0.33 17.92 14.10794 | 1 0.33 18.24 14.14328 | 1 0.33 18.57 14.41011 | 1 0.33 18.89 14.4312 | 1 0.33 19.22 14.48051 | 1 0.33 19.54 14.63705 | 1 0.33 19.87 15.00523 | 1 0.33 20.20 15.05115 | 1 0.33 20.52 15.09942 | 1 0.33 20.85 15.11505 | 1 0.33 21.17 15.11553 | 1 0.33 21.50 15.16061 | 1 0.33 21.82 15.17684 | 1 0.33 22.15 15.29513 | 1 0.33 22.48 15.32456 | 1 0.33 22.80 15.35358 | 1 0.33 23.13 15.35798 | 1 0.33 23.45 15.59353 | 1 0.33 23.78 15.60634 | 1 0.33 24.10 15.65002 | 1 0.33 24.43 15.66264 | 1 0.33 24.76 15.73143 | 1 0.33 25.08 15.81757 | 1 0.33 25.41 15.9093 | 1 0.33 25.73 15.94694 | 1 0.33 26.06 15.97787 | 1 0.33 26.38 15.98705 | 1 0.33 26.71 16.01242 | 1 0.33 27.04 16.06615 | 1 0.33 27.36 16.11957 | 1 0.33 27.69 16.16458 | 1 0.33 28.01 16.16763 | 1 0.33 28.34 16.18054 | 1 0.33 28.66 16.27538 | 1 0.33 28.99 16.30061 | 1 0.33 29.32 16.32844 | 1 0.33 29.64 16.33538 | 1 0.33 29.97 16.33591 | 1 0.33 30.29 16.41706 | 1 0.33 30.62 16.5022 | 1 0.33 30.94 16.51937 | 1 0.33 31.27 16.52666 | 1 0.33 31.60 16.55906 | 1 0.33 31.92 16.59392 | 1 0.33 32.25 16.63708 | 1 0.33 32.57 16.66495 | 1 0.33 32.90 16.67142 | 1 0.33 33.22 16.69191 | 1 0.33 33.55 16.69702 | 1 0.33 33.88 16.69815 | 1 0.33 34.20 16.70821 | 1 0.33 34.53 16.73936 | 1 0.33 34.85 16.75887 | 1 0.33 35.18 16.79903 | 1 0.33 35.50 16.8224 | 1 0.33 35.83 16.88676 | 1 0.33 36.16 16.8868 | 1 0.33 36.48 16.90323 | 1 0.33 36.81 17.0281 | 1 0.33 37.13 17.06937 | 1 0.33 37.46 17.11057 | 1 0.33 37.79 17.11383 | 1 0.33 38.11 17.12504 | 1 0.33 38.44 17.13144 | 1 0.33 38.76 17.13829 | 1 0.33 39.09 17.17386 | 1 0.33 39.41 17.27729 | 1 0.33 39.74 17.41226 | 1 0.33 40.07 17.41431 | 1 0.33 40.39 17.48789 | 1 0.33 40.72 17.55704 | 1 0.33 41.04 17.58879 | 1 0.33 41.37 17.68588 | 1 0.33 41.69 17.69404 | 1 0.33 42.02 17.74352 | 1 0.33 42.35 17.84027 | 1 0.33 42.67 17.84467 | 1 0.33 43.00 17.89063 | 1 0.33 43.32 17.91121 | 1 0.33 43.65 18.04095 | 1 0.33 43.97 18.0537 | 1 0.33 44.30 18.07379 | 1 0.33 44.63 18.07843 | 1 0.33 44.95 18.12486 | 1 0.33 45.28 18.1419 | 1 0.33 45.60 18.2343 | 1 0.33 45.93 18.26655 | 1 0.33 46.25 18.33703 | 1 0.33 46.58 18.35049 | 1 0.33 46.91 18.35067 | 1 0.33 47.23 18.37424 | 1 0.33 47.56 18.41053 | 1 0.33 47.88 18.4171 | 1 0.33 48.21 18.5469 | 1 0.33 48.53 18.56795 | 1 0.33 48.86 18.59205 | 1 0.33 49.19 18.64111 | 1 0.33 49.51 18.67937 | 1 0.33 49.84 18.74355 | 1 0.33 50.16 18.76449 | 1 0.33 50.49 18.83795 | 1 0.33 50.81 18.84409 | 1 0.33 51.14 18.8785 | 1 0.33 51.47 18.88337 | 1 0.33 51.79 18.88791 | 1 0.33 52.12 18.92399 | 1 0.33 52.44 19.019 | 1 0.33 52.77 19.06414 | 1 0.33 53.09 19.12264 | 1 0.33 53.42 19.1235 | 1 0.33 53.75 19.1286 | 1 0.33 54.07 19.13714 | 1 0.33 54.40 19.23981 | 1 0.33 54.72 19.24481 | 1 0.33 55.05 19.29694 | 1 0.33 55.37 19.33669 | 1 0.33 55.70 19.34349 | 1 0.33 56.03 19.44715 | 1 0.33 56.35 19.4497 | 1 0.33 56.68 19.52082 | 1 0.33 57.00 19.5757 | 1 0.33 57.33 19.6972 | 1 0.33 57.65 19.7049 | 1 0.33 57.98 19.70683 | 1 0.33 58.31 19.72937 | 1 0.33 58.63 19.82977 | 1 0.33 58.96 19.84637 | 1 0.33 59.28 19.88708 | 1 0.33 59.61 19.94349 | 1 0.33 59.93 19.95333 | 1 0.33 60.26 19.97442 | 1 0.33 60.59 20.05188 | 1 0.33 60.91 20.07741 | 1 0.33 61.24 20.08393 | 1 0.33 61.56 20.20014 | 1 0.33 61.89 20.23046 | 1 0.33 62.21 20.29414 | 1 0.33 62.54 20.29468 | 1 0.33 62.87 20.32877 | 1 0.33 63.19 20.33557 | 1 0.33 63.52 20.44441 | 1 0.33 63.84 20.46073 | 1 0.33 64.17 20.49414 | 1 0.33 64.50 20.53317 | 1 0.33 64.82 20.58414 | 1 0.33 65.15 20.65994 | 1 0.33 65.47 20.71713 | 1 0.33 65.80 20.89067 | 1 0.33 66.12 20.89638 | 1 0.33 66.45 20.90719 | 1 0.33 66.78 20.92276 | 1 0.33 67.10 20.94627 | 1 0.33 67.43 21.00863 | 1 0.33 67.75 21.03683 | 1 0.33 68.08 21.03985 | 1 0.33 68.40 21.05078 | 1 0.33 68.73 21.10008 | 1 0.33 69.06 21.12677 | 1 0.33 69.38 21.21075 | 1 0.33 69.71 21.2405 | 1 0.33 70.03 21.32888 | 1 0.33 70.36 21.44375 | 1 0.33 70.68 21.57535 | 1 0.33 71.01 21.60589 | 1 0.33 71.34 21.62689 | 1 0.33 71.66 21.63325 | 1 0.33 71.99 21.75059 | 1 0.33 72.31 21.77045 | 1 0.33 72.64 21.8607 | 1 0.33 72.96 21.90082 | 1 0.33 73.29 21.9494 | 1 0.33 73.62 22.05883 | 1 0.33 73.94 22.06488 | 1 0.33 74.27 22.13383 | 1 0.33 74.59 22.20806 | 1 0.33 74.92 22.32981 | 1 0.33 75.24 22.35256 | 1 0.33 75.57 22.35518 | 1 0.33 75.90 22.35657 | 1 0.33 76.22 22.40264 | 1 0.33 76.55 22.47284 | 1 0.33 76.87 22.48741 | 1 0.33 77.20 22.53727 | 1 0.33 77.52 22.554 | 1 0.33 77.85 22.56683 | 1 0.33 78.18 22.61983 | 1 0.33 78.50 22.83803 | 1 0.33 78.83 22.84414 | 1 0.33 79.15 23.02612 | 1 0.33 79.48 23.10326 | 1 0.33 79.80 23.16429 | 1 0.33 80.13 23.26057 | 1 0.33 80.46 23.40316 | 1 0.33 80.78 23.42551 | 1 0.33 81.11 23.51308 | 1 0.33 81.43 23.60941 | 1 0.33 81.76 23.65818 | 1 0.33 82.08 23.67402 | 1 0.33 82.41 23.68716 | 1 0.33 82.74 23.71914 | 1 0.33 83.06 23.71992 | 1 0.33 83.39 23.801 | 1 0.33 83.71 23.88309 | 1 0.33 84.04 23.90565 | 1 0.33 84.36 24.0002 | 1 0.33 84.69 24.13471 | 1 0.33 85.02 24.34991 | 1 0.33 85.34 24.68119 | 1 0.33 85.67 24.78932 | 1 0.33 85.99 24.8001 | 1 0.33 86.32 25.1312 | 1 0.33 86.64 25.24004 | 1 0.33 86.97 25.35685 | 1 0.33 87.30 25.36454 | 1 0.33 87.62 25.44446 | 1 0.33 87.95 25.46188 | 1 0.33 88.27 25.51197 | 1 0.33 88.60 25.58806 | 1 0.33 88.93 25.68877 | 1 0.33 89.25 25.71006 | 1 0.33 89.58 26.20181 | 1 0.33 89.90 26.36587 | 1 0.33 90.23 26.62624 | 1 0.33 90.55 26.67472 | 1 0.33 90.88 26.74673 | 1 0.33 91.21 26.93484 | 1 0.33 91.53 27.0831 | 1 0.33 91.86 27.11856 | 1 0.33 92.18 27.14174 | 1 0.33 92.51 27.20498 | 1 0.33 92.83 27.28092 | 1 0.33 93.16 27.47393 | 1 0.33 93.49 27.51043 | 1 0.33 93.81 28.19367 | 1 0.33 94.14 29.23157 | 1 0.33 94.46 29.84922 | 1 0.33 94.79 30.01998 | 1 0.33 95.11 30.17222 | 1 0.33 95.44 30.71085 | 1 0.33 95.77 30.88491 | 1 0.33 96.09 31.15674 | 1 0.33 96.42 31.40996 | 1 0.33 96.74 32.20971 | 1 0.33 97.07 32.41409 | 1 0.33 97.39 32.82068 | 1 0.33 97.72 33.12246 | 1 0.33 98.05 33.61053 | 1 0.33 98.37 33.96294 | 1 0.33 98.70 34.62614 | 1 0.33 99.02 35.27556 | 1 0.33 99.35 38.79328 | 1 0.33 99.67 39.76361 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018