Frequencies for coronaryangiographyper1000medica variable in 2006_surg_discharg Coronary | Angiography | per 1000 | Medicare | Enrollees | 2006 | Freq. Percent Cum. ------------+----------------------------------- 7.174554 | 1 0.33 0.33 9.908503 | 1 0.33 0.65 9.917225 | 1 0.33 0.98 10.25586 | 1 0.33 1.30 11.45976 | 1 0.33 1.63 11.55096 | 1 0.33 1.95 11.93056 | 1 0.33 2.28 12.08898 | 1 0.33 2.61 12.22421 | 1 0.33 2.93 12.30094 | 1 0.33 3.26 12.44372 | 1 0.33 3.58 12.50928 | 1 0.33 3.91 12.54468 | 1 0.33 4.23 12.5963 | 1 0.33 4.56 12.63539 | 1 0.33 4.89 12.64608 | 1 0.33 5.21 12.75229 | 1 0.33 5.54 12.78671 | 1 0.33 5.86 12.84576 | 1 0.33 6.19 12.90456 | 1 0.33 6.51 12.91128 | 1 0.33 6.84 12.91569 | 1 0.33 7.17 12.97679 | 1 0.33 7.49 13.17396 | 1 0.33 7.82 13.23247 | 1 0.33 8.14 13.26688 | 1 0.33 8.47 13.33033 | 1 0.33 8.79 13.34546 | 1 0.33 9.12 13.51094 | 1 0.33 9.45 13.51743 | 1 0.33 9.77 13.57601 | 1 0.33 10.10 13.61138 | 1 0.33 10.42 13.78934 | 1 0.33 10.75 14.04433 | 1 0.33 11.07 14.05015 | 1 0.33 11.40 14.20403 | 1 0.33 11.73 14.24925 | 1 0.33 12.05 14.62003 | 1 0.33 12.38 14.65322 | 1 0.33 12.70 14.68504 | 1 0.33 13.03 14.87971 | 1 0.33 13.36 14.93038 | 1 0.33 13.68 14.98642 | 1 0.33 14.01 14.98814 | 1 0.33 14.33 15.07681 | 1 0.33 14.66 15.09002 | 1 0.33 14.98 15.35445 | 1 0.33 15.31 15.40801 | 1 0.33 15.64 15.43816 | 1 0.33 15.96 15.44003 | 1 0.33 16.29 15.6427 | 1 0.33 16.61 15.65217 | 1 0.33 16.94 15.68182 | 1 0.33 17.26 15.79206 | 1 0.33 17.59 15.79919 | 1 0.33 17.92 15.85745 | 1 0.33 18.24 15.99327 | 1 0.33 18.57 16.03065 | 1 0.33 18.89 16.26432 | 1 0.33 19.22 16.2748 | 1 0.33 19.54 16.32707 | 1 0.33 19.87 16.34597 | 1 0.33 20.20 16.39497 | 1 0.33 20.52 16.40034 | 1 0.33 20.85 16.41475 | 1 0.33 21.17 16.46253 | 1 0.33 21.50 16.52392 | 1 0.33 21.82 16.58645 | 1 0.33 22.15 16.60792 | 1 0.33 22.48 16.60798 | 1 0.33 22.80 16.63684 | 1 0.33 23.13 16.74418 | 1 0.33 23.45 16.76358 | 1 0.33 23.78 16.83238 | 1 0.33 24.10 16.97575 | 1 0.33 24.43 17.00414 | 1 0.33 24.76 17.04206 | 1 0.33 25.08 17.21589 | 1 0.33 25.41 17.22283 | 1 0.33 25.73 17.22509 | 1 0.33 26.06 17.30179 | 1 0.33 26.38 17.58886 | 1 0.33 26.71 17.58905 | 1 0.33 27.04 17.81982 | 1 0.33 27.36 17.85633 | 1 0.33 27.69 17.86552 | 1 0.33 28.01 17.91282 | 1 0.33 28.34 17.91874 | 1 0.33 28.66 17.95288 | 1 0.33 28.99 17.99288 | 1 0.33 29.32 18.14471 | 1 0.33 29.64 18.15674 | 1 0.33 29.97 18.18946 | 1 0.33 30.29 18.2503 | 1 0.33 30.62 18.25159 | 1 0.33 30.94 18.26837 | 1 0.33 31.27 18.28244 | 1 0.33 31.60 18.32649 | 1 0.33 31.92 18.34423 | 1 0.33 32.25 18.4445 | 1 0.33 32.57 18.46096 | 1 0.33 32.90 18.46676 | 1 0.33 33.22 18.53808 | 1 0.33 33.55 18.55788 | 1 0.33 33.88 18.63093 | 1 0.33 34.20 18.6367 | 1 0.33 34.53 18.73081 | 1 0.33 34.85 18.7899 | 1 0.33 35.18 18.79946 | 1 0.33 35.50 18.80727 | 1 0.33 35.83 18.82978 | 1 0.33 36.16 18.87742 | 1 0.33 36.48 18.88142 | 1 0.33 36.81 18.89213 | 1 0.33 37.13 18.92672 | 1 0.33 37.46 18.92786 | 1 0.33 37.79 18.93682 | 1 0.33 38.11 18.99112 | 1 0.33 38.44 19.0593 | 1 0.33 38.76 19.11535 | 1 0.33 39.09 19.14029 | 1 0.33 39.41 19.15106 | 1 0.33 39.74 19.17257 | 1 0.33 40.07 19.21188 | 1 0.33 40.39 19.26394 | 1 0.33 40.72 19.27852 | 1 0.33 41.04 19.27929 | 1 0.33 41.37 19.28042 | 1 0.33 41.69 19.31859 | 1 0.33 42.02 19.32381 | 1 0.33 42.35 19.39029 | 1 0.33 42.67 19.391 | 1 0.33 43.00 19.39214 | 1 0.33 43.32 19.4284 | 1 0.33 43.65 19.44328 | 1 0.33 43.97 19.45865 | 1 0.33 44.30 19.49224 | 1 0.33 44.63 19.49867 | 1 0.33 44.95 19.56636 | 1 0.33 45.28 19.6928 | 1 0.33 45.60 19.7882 | 1 0.33 45.93 19.79133 | 1 0.33 46.25 19.8486 | 1 0.33 46.58 19.93193 | 1 0.33 46.91 19.95481 | 1 0.33 47.23 20.057 | 1 0.33 47.56 20.06347 | 1 0.33 47.88 20.07169 | 1 0.33 48.21 20.12903 | 1 0.33 48.53 20.18199 | 1 0.33 48.86 20.23175 | 1 0.33 49.19 20.24052 | 1 0.33 49.51 20.27444 | 1 0.33 49.84 20.42031 | 1 0.33 50.16 20.44256 | 1 0.33 50.49 20.53176 | 1 0.33 50.81 20.54694 | 1 0.33 51.14 20.61829 | 1 0.33 51.47 20.69027 | 1 0.33 51.79 20.70987 | 1 0.33 52.12 20.71245 | 1 0.33 52.44 20.9114 | 1 0.33 52.77 20.96205 | 1 0.33 53.09 20.96671 | 1 0.33 53.42 21.01714 | 1 0.33 53.75 21.04802 | 1 0.33 54.07 21.07315 | 1 0.33 54.40 21.13109 | 1 0.33 54.72 21.14398 | 1 0.33 55.05 21.2058 | 1 0.33 55.37 21.20701 | 1 0.33 55.70 21.2196 | 1 0.33 56.03 21.23824 | 1 0.33 56.35 21.44851 | 1 0.33 56.68 21.52358 | 1 0.33 57.00 21.61831 | 1 0.33 57.33 21.64843 | 1 0.33 57.65 21.68594 | 1 0.33 57.98 21.76481 | 1 0.33 58.31 21.76724 | 1 0.33 58.63 21.83545 | 1 0.33 58.96 21.85696 | 1 0.33 59.28 21.87578 | 1 0.33 59.61 21.94166 | 1 0.33 59.93 21.9538 | 1 0.33 60.26 22.17236 | 1 0.33 60.59 22.38258 | 1 0.33 60.91 22.42768 | 1 0.33 61.24 22.4365 | 1 0.33 61.56 22.43847 | 1 0.33 61.89 22.46169 | 1 0.33 62.21 22.485 | 1 0.33 62.54 22.57847 | 1 0.33 62.87 22.63435 | 1 0.33 63.19 22.66908 | 1 0.33 63.52 22.73123 | 1 0.33 63.84 22.73228 | 1 0.33 64.17 22.78407 | 1 0.33 64.50 22.81036 | 1 0.33 64.82 22.85611 | 1 0.33 65.15 22.86097 | 1 0.33 65.47 22.8632 | 1 0.33 65.80 22.90079 | 1 0.33 66.12 22.9215 | 1 0.33 66.45 22.93491 | 1 0.33 66.78 22.95411 | 1 0.33 67.10 22.96595 | 1 0.33 67.43 22.99172 | 1 0.33 67.75 23.01907 | 1 0.33 68.08 23.02864 | 1 0.33 68.40 23.02958 | 1 0.33 68.73 23.03263 | 1 0.33 69.06 23.08705 | 1 0.33 69.38 23.34442 | 1 0.33 69.71 23.36123 | 1 0.33 70.03 23.36203 | 1 0.33 70.36 23.44286 | 1 0.33 70.68 23.4565 | 1 0.33 71.01 23.48702 | 1 0.33 71.34 23.49182 | 1 0.33 71.66 23.62365 | 1 0.33 71.99 23.72049 | 1 0.33 72.31 23.80371 | 1 0.33 72.64 23.86801 | 1 0.33 72.96 23.96548 | 1 0.33 73.29 23.97296 | 1 0.33 73.62 23.99092 | 1 0.33 73.94 24.0795 | 1 0.33 74.27 24.15189 | 1 0.33 74.59 24.24708 | 1 0.33 74.92 24.34719 | 1 0.33 75.24 24.35243 | 1 0.33 75.57 24.39543 | 1 0.33 75.90 24.42102 | 1 0.33 76.22 24.44279 | 1 0.33 76.55 24.47383 | 1 0.33 76.87 24.51518 | 1 0.33 77.20 24.93293 | 1 0.33 77.52 25.05315 | 1 0.33 77.85 25.06709 | 1 0.33 78.18 25.1882 | 1 0.33 78.50 25.24493 | 1 0.33 78.83 25.27407 | 1 0.33 79.15 25.30956 | 1 0.33 79.48 25.43038 | 1 0.33 79.80 25.57441 | 1 0.33 80.13 25.75304 | 1 0.33 80.46 25.81346 | 1 0.33 80.78 25.8292 | 1 0.33 81.11 25.92601 | 1 0.33 81.43 26.04447 | 1 0.33 81.76 26.08558 | 1 0.33 82.08 26.18714 | 1 0.33 82.41 26.25348 | 1 0.33 82.74 26.40759 | 1 0.33 83.06 26.60347 | 1 0.33 83.39 26.62493 | 1 0.33 83.71 26.72136 | 1 0.33 84.04 26.80818 | 1 0.33 84.36 26.97077 | 1 0.33 84.69 27.07197 | 1 0.33 85.02 27.08685 | 1 0.33 85.34 27.11162 | 1 0.33 85.67 27.23111 | 1 0.33 85.99 27.33662 | 1 0.33 86.32 27.35926 | 1 0.33 86.64 27.4321 | 1 0.33 86.97 27.72638 | 1 0.33 87.30 27.79958 | 1 0.33 87.62 27.85149 | 1 0.33 87.95 27.86989 | 1 0.33 88.27 27.91548 | 1 0.33 88.60 28.00222 | 1 0.33 88.93 28.10847 | 1 0.33 89.25 28.12353 | 1 0.33 89.58 28.16399 | 1 0.33 89.90 28.31448 | 1 0.33 90.23 28.47307 | 1 0.33 90.55 28.51851 | 1 0.33 90.88 29.03097 | 1 0.33 91.21 29.1642 | 1 0.33 91.53 29.21417 | 1 0.33 91.86 29.2911 | 1 0.33 92.18 29.78231 | 1 0.33 92.51 30.19116 | 1 0.33 92.83 30.4822 | 1 0.33 93.16 30.49837 | 1 0.33 93.49 30.51939 | 1 0.33 93.81 30.67697 | 1 0.33 94.14 30.98965 | 1 0.33 94.46 32.58856 | 1 0.33 94.79 32.76004 | 1 0.33 95.11 33.45681 | 1 0.33 95.44 34.55915 | 1 0.33 95.77 35.05931 | 1 0.33 96.09 35.2004 | 1 0.33 96.42 35.31578 | 1 0.33 96.74 35.42605 | 1 0.33 97.07 35.43178 | 1 0.33 97.39 35.49894 | 1 0.33 97.72 36.06822 | 1 0.33 98.05 36.70218 | 1 0.33 98.37 37.24635 | 1 0.33 98.70 37.42974 | 1 0.33 99.02 38.714 | 1 0.33 99.35 41.32174 | 1 0.33 99.67 41.57175 | 1 0.33 100.00 ------------+----------------------------------- Total | 307 100.00 by Jean Roth , jroth@nber.org , 14 Mar 2018