Frequencies for coronaryangiographyper1000medica variable in 2002_surg_discharg Coronary | Angiography | per 1000 | Medicare | Enrollees | 2002 | Freq. Percent Cum. ------------+----------------------------------- 8.273093 | 1 0.33 0.33 11.1748 | 1 0.33 0.65 11.43128 | 1 0.33 0.98 12.0005 | 1 0.33 1.30 12.26308 | 1 0.33 1.63 12.59797 | 1 0.33 1.95 12.95486 | 1 0.33 2.28 13.01151 | 1 0.33 2.61 13.34333 | 1 0.33 2.93 13.50527 | 1 0.33 3.26 13.70247 | 1 0.33 3.58 13.74581 | 1 0.33 3.91 13.85457 | 1 0.33 4.23 13.90481 | 1 0.33 4.56 14.67041 | 1 0.33 4.89 14.72322 | 1 0.33 5.21 14.93403 | 1 0.33 5.54 14.93533 | 1 0.33 5.86 14.93902 | 1 0.33 6.19 15.02372 | 1 0.33 6.51 15.08056 | 1 0.33 6.84 15.09842 | 1 0.33 7.17 15.36538 | 1 0.33 7.49 15.42096 | 1 0.33 7.82 15.43359 | 1 0.33 8.14 15.63658 | 1 0.33 8.47 15.70561 | 1 0.33 8.79 15.71704 | 1 0.33 9.12 15.92263 | 1 0.33 9.45 15.92814 | 1 0.33 9.77 15.99435 | 1 0.33 10.10 16.07431 | 1 0.33 10.42 16.08853 | 1 0.33 10.75 16.18196 | 1 0.33 11.07 16.21287 | 1 0.33 11.40 16.24202 | 1 0.33 11.73 16.30466 | 1 0.33 12.05 16.33214 | 1 0.33 12.38 16.38936 | 1 0.33 12.70 16.46954 | 1 0.33 13.03 16.61875 | 1 0.33 13.36 16.7295 | 1 0.33 13.68 16.74379 | 1 0.33 14.01 16.7546 | 1 0.33 14.33 16.77375 | 1 0.33 14.66 16.81272 | 1 0.33 14.98 17.0092 | 1 0.33 15.31 17.03735 | 1 0.33 15.64 17.23598 | 1 0.33 15.96 17.2935 | 1 0.33 16.29 17.30934 | 1 0.33 16.61 17.3737 | 1 0.33 16.94 17.39503 | 1 0.33 17.26 17.46251 | 1 0.33 17.59 17.57388 | 1 0.33 17.92 17.60385 | 1 0.33 18.24 17.63626 | 1 0.33 18.57 17.80915 | 1 0.33 18.89 17.85348 | 1 0.33 19.22 17.95681 | 1 0.33 19.54 17.99225 | 1 0.33 19.87 18.02601 | 1 0.33 20.20 18.04299 | 1 0.33 20.52 18.34671 | 1 0.33 20.85 18.45725 | 1 0.33 21.17 18.47143 | 1 0.33 21.50 18.54339 | 1 0.33 21.82 18.62143 | 1 0.33 22.15 18.66785 | 1 0.33 22.48 18.72437 | 1 0.33 22.80 18.77348 | 1 0.33 23.13 18.77468 | 1 0.33 23.45 18.8934 | 1 0.33 23.78 18.94324 | 1 0.33 24.10 18.9591 | 1 0.33 24.43 18.96456 | 1 0.33 24.76 18.97235 | 1 0.33 25.08 18.99677 | 1 0.33 25.41 19.05533 | 1 0.33 25.73 19.17592 | 1 0.33 26.06 19.22084 | 1 0.33 26.38 19.41067 | 1 0.33 26.71 19.41961 | 1 0.33 27.04 19.45173 | 1 0.33 27.36 19.49734 | 1 0.33 27.69 19.52684 | 1 0.33 28.01 19.58419 | 1 0.33 28.34 19.64292 | 1 0.33 28.66 19.68621 | 1 0.33 28.99 19.70684 | 1 0.33 29.32 19.71675 | 1 0.33 29.64 19.72311 | 1 0.33 29.97 19.72991 | 1 0.33 30.29 19.75661 | 1 0.33 30.62 19.82021 | 1 0.33 30.94 19.87774 | 1 0.33 31.27 19.90835 | 1 0.33 31.60 19.92783 | 1 0.33 31.92 19.96346 | 1 0.33 32.25 20.04797 | 1 0.33 32.57 20.06105 | 1 0.33 32.90 20.23393 | 1 0.33 33.22 20.26645 | 1 0.33 33.55 20.48059 | 1 0.33 33.88 20.48887 | 1 0.33 34.20 20.51482 | 1 0.33 34.53 20.55703 | 1 0.33 34.85 20.56551 | 1 0.33 35.18 20.57937 | 1 0.33 35.50 20.58773 | 1 0.33 35.83 20.61315 | 1 0.33 36.16 20.64912 | 1 0.33 36.48 20.76142 | 1 0.33 36.81 20.76968 | 1 0.33 37.13 20.80131 | 1 0.33 37.46 20.92545 | 1 0.33 37.79 20.95383 | 1 0.33 38.11 21.06699 | 1 0.33 38.44 21.2659 | 1 0.33 38.76 21.39021 | 1 0.33 39.09 21.43779 | 1 0.33 39.41 21.69543 | 1 0.33 39.74 21.72619 | 1 0.33 40.07 21.75419 | 1 0.33 40.39 21.80636 | 1 0.33 40.72 21.80671 | 1 0.33 41.04 21.84018 | 1 0.33 41.37 21.84377 | 1 0.33 41.69 21.87981 | 1 0.33 42.02 21.89427 | 1 0.33 42.35 21.90645 | 1 0.33 42.67 21.97445 | 1 0.33 43.00 22.02205 | 1 0.33 43.32 22.14943 | 1 0.33 43.65 22.25333 | 1 0.33 43.97 22.2702 | 1 0.33 44.30 22.30095 | 1 0.33 44.63 22.31784 | 1 0.33 44.95 22.34635 | 1 0.33 45.28 22.37491 | 1 0.33 45.60 22.5126 | 1 0.33 45.93 22.55841 | 1 0.33 46.25 22.57744 | 1 0.33 46.58 22.65047 | 1 0.33 46.91 22.69721 | 1 0.33 47.23 22.75499 | 1 0.33 47.56 22.8636 | 1 0.33 47.88 22.87412 | 1 0.33 48.21 22.90755 | 1 0.33 48.53 22.9548 | 1 0.33 48.86 23.0293 | 1 0.33 49.19 23.03339 | 1 0.33 49.51 23.09037 | 1 0.33 49.84 23.14548 | 1 0.33 50.16 23.15421 | 1 0.33 50.49 23.22707 | 1 0.33 50.81 23.26905 | 1 0.33 51.14 23.29317 | 1 0.33 51.47 23.31329 | 1 0.33 51.79 23.32758 | 1 0.33 52.12 23.39254 | 1 0.33 52.44 23.49499 | 1 0.33 52.77 23.62936 | 1 0.33 53.09 23.63493 | 1 0.33 53.42 23.73565 | 1 0.33 53.75 23.74137 | 1 0.33 54.07 23.79511 | 1 0.33 54.40 23.88765 | 1 0.33 54.72 23.94765 | 1 0.33 55.05 23.96698 | 1 0.33 55.37 23.99623 | 1 0.33 55.70 24.01021 | 1 0.33 56.03 24.02478 | 1 0.33 56.35 24.08448 | 1 0.33 56.68 24.13159 | 1 0.33 57.00 24.24068 | 1 0.33 57.33 24.25419 | 1 0.33 57.65 24.33499 | 1 0.33 57.98 24.44816 | 1 0.33 58.31 24.47764 | 1 0.33 58.63 24.52206 | 1 0.33 58.96 24.54108 | 1 0.33 59.28 24.61262 | 1 0.33 59.61 24.64115 | 1 0.33 59.93 24.70147 | 1 0.33 60.26 24.73773 | 1 0.33 60.59 24.86156 | 1 0.33 60.91 24.97085 | 1 0.33 61.24 25.07747 | 1 0.33 61.56 25.08112 | 1 0.33 61.89 25.09019 | 1 0.33 62.21 25.09135 | 1 0.33 62.54 25.12957 | 1 0.33 62.87 25.27746 | 1 0.33 63.19 25.34889 | 1 0.33 63.52 25.3688 | 1 0.33 63.84 25.38984 | 1 0.33 64.17 25.39135 | 1 0.33 64.50 25.41442 | 1 0.33 64.82 25.4234 | 1 0.33 65.15 25.46057 | 1 0.33 65.47 25.59566 | 1 0.33 65.80 25.62612 | 1 0.33 66.12 25.67228 | 1 0.33 66.45 25.7189 | 1 0.33 66.78 25.86923 | 1 0.33 67.10 25.87954 | 1 0.33 67.43 25.97245 | 1 0.33 67.75 25.98887 | 1 0.33 68.08 25.99076 | 1 0.33 68.40 25.99234 | 1 0.33 68.73 26.07483 | 1 0.33 69.06 26.07797 | 1 0.33 69.38 26.18909 | 1 0.33 69.71 26.20125 | 1 0.33 70.03 26.23453 | 1 0.33 70.36 26.28262 | 1 0.33 70.68 26.28907 | 1 0.33 71.01 26.28914 | 1 0.33 71.34 26.31745 | 1 0.33 71.66 26.50213 | 1 0.33 71.99 26.50763 | 1 0.33 72.31 26.56579 | 1 0.33 72.64 26.78839 | 1 0.33 72.96 26.79515 | 1 0.33 73.29 26.86987 | 1 0.33 73.62 26.90717 | 1 0.33 73.94 26.93014 | 1 0.33 74.27 26.93448 | 1 0.33 74.59 26.9357 | 1 0.33 74.92 26.94317 | 1 0.33 75.24 26.94353 | 1 0.33 75.57 26.94476 | 1 0.33 75.90 27.04811 | 1 0.33 76.22 27.09469 | 1 0.33 76.55 27.14899 | 1 0.33 76.87 27.24075 | 1 0.33 77.20 27.30484 | 1 0.33 77.52 27.47328 | 1 0.33 77.85 27.50092 | 1 0.33 78.18 27.54286 | 1 0.33 78.50 27.67635 | 1 0.33 78.83 28.08342 | 1 0.33 79.15 28.23828 | 1 0.33 79.48 28.24421 | 1 0.33 79.80 28.31744 | 1 0.33 80.13 28.33986 | 1 0.33 80.46 28.3413 | 1 0.33 80.78 28.43479 | 1 0.33 81.11 28.45275 | 1 0.33 81.43 28.45345 | 1 0.33 81.76 28.46593 | 1 0.33 82.08 28.46992 | 1 0.33 82.41 28.6534 | 1 0.33 82.74 28.74574 | 1 0.33 83.06 28.75548 | 1 0.33 83.39 28.90144 | 1 0.33 83.71 28.91522 | 1 0.33 84.04 28.9172 | 1 0.33 84.36 28.99138 | 1 0.33 84.69 29.02747 | 1 0.33 85.02 29.17376 | 1 0.33 85.34 29.23495 | 1 0.33 85.67 29.26147 | 1 0.33 85.99 29.26782 | 1 0.33 86.32 29.41489 | 1 0.33 86.64 29.54359 | 1 0.33 86.97 29.61218 | 1 0.33 87.30 29.70284 | 1 0.33 87.62 29.72162 | 1 0.33 87.95 29.99242 | 1 0.33 88.27 30.01666 | 1 0.33 88.60 30.14437 | 1 0.33 88.93 30.16588 | 1 0.33 89.25 30.39386 | 1 0.33 89.58 30.51695 | 1 0.33 89.90 30.80735 | 1 0.33 90.23 30.86176 | 1 0.33 90.55 30.86247 | 1 0.33 90.88 31.05401 | 1 0.33 91.21 31.36248 | 1 0.33 91.53 31.85066 | 1 0.33 91.86 32.30017 | 1 0.33 92.18 32.57316 | 1 0.33 92.51 32.67322 | 1 0.33 92.83 32.94991 | 1 0.33 93.16 33.09126 | 1 0.33 93.49 33.13162 | 1 0.33 93.81 33.34501 | 1 0.33 94.14 33.37036 | 1 0.33 94.46 33.58285 | 1 0.33 94.79 34.2508 | 1 0.33 95.11 34.30658 | 1 0.33 95.44 34.73386 | 1 0.33 95.77 34.90593 | 1 0.33 96.09 35.12467 | 1 0.33 96.42 35.32437 | 1 0.33 96.74 35.41727 | 1 0.33 97.07 35.67424 | 1 0.33 97.39 36.71844 | 1 0.33 97.72 37.33787 | 1 0.33 98.05 37.48882 | 1 0.33 98.37 39.19667 | 1 0.33 98.70 39.30352 | 1 0.33 99.02 39.3329 | 1 0.33 99.35 39.53217 | 1 0.33 99.67 45.57507 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018