Frequencies for first 10,000 rows of med5 variable in nhamcsopd2008 dataset : medication | Freq. Percent Cum. ------------+----------------------------------- -9 | 7,961 79.61 79.61 00022 | 5 0.05 79.66 00042 | 9 0.09 79.75 00096 | 1 0.01 79.76 00100 | 31 0.31 80.07 00125 | 1 0.01 80.08 00133 | 1 0.01 80.09 00184 | 3 0.03 80.12 00206 | 2 0.02 80.14 00209 | 2 0.02 80.16 00213 | 1 0.01 80.17 00244 | 1 0.01 80.18 00251 | 1 0.01 80.19 00254 | 2 0.02 80.21 00260 | 2 0.02 80.23 00268 | 1 0.01 80.24 00292 | 1 0.01 80.25 00313 | 2 0.02 80.27 00560 | 1 0.01 80.28 00570 | 1 0.01 80.29 00597 | 3 0.03 80.32 00645 | 1 0.01 80.33 01001 | 3 0.03 80.36 01002 | 23 0.23 80.59 01014 | 1 0.01 80.60 01017 | 2 0.02 80.62 01019 | 1 0.01 80.63 01020 | 1 0.01 80.64 01029 | 2 0.02 80.66 01030 | 3 0.03 80.69 01034 | 8 0.08 80.77 01036 | 1 0.01 80.78 01043 | 1 0.01 80.79 01057 | 2 0.02 80.81 01093 | 1 0.01 80.82 01111 | 1 0.01 80.83 01153 | 1 0.01 80.84 01161 | 1 0.01 80.85 01214 | 14 0.14 80.99 01259 | 1 0.01 81.00 01264 | 1 0.01 81.01 01281 | 2 0.02 81.03 01285 | 1 0.01 81.04 01530 | 3 0.03 81.07 01570 | 1 0.01 81.08 01630 | 2 0.02 81.10 01755 | 1 0.01 81.11 01838 | 1 0.01 81.12 02013 | 4 0.04 81.16 02016 | 1 0.01 81.17 02037 | 1 0.01 81.18 02042 | 1 0.01 81.19 02079 | 2 0.02 81.21 02104 | 1 0.01 81.22 02119 | 7 0.07 81.29 02152 | 1 0.01 81.30 02185 | 1 0.01 81.31 02191 | 1 0.01 81.32 02203 | 1 0.01 81.33 02209 | 6 0.06 81.39 02221 | 1 0.01 81.40 02223 | 6 0.06 81.46 02232 | 1 0.01 81.47 02279 | 3 0.03 81.50 02293 | 1 0.01 81.51 02310 | 1 0.01 81.52 02311 | 1 0.01 81.53 02315 | 1 0.01 81.54 02349 | 2 0.02 81.56 02359 | 1 0.01 81.57 02365 | 1 0.01 81.58 02396 | 3 0.03 81.61 02627 | 1 0.01 81.62 02805 | 28 0.28 81.90 02900 | 4 0.04 81.94 02982 | 5 0.05 81.99 03019 | 2 0.02 82.01 03048 | 3 0.03 82.04 03072 | 1 0.01 82.05 03080 | 1 0.01 82.06 03099 | 1 0.01 82.07 03105 | 1 0.01 82.08 03113 | 1 0.01 82.09 03142 | 1 0.01 82.10 03172 | 1 0.01 82.11 03187 | 4 0.04 82.15 03188 | 1 0.01 82.16 03192 | 1 0.01 82.17 03197 | 1 0.01 82.18 03208 | 1 0.01 82.19 03250 | 1 0.01 82.20 03264 | 1 0.01 82.21 03269 | 1 0.01 82.22 03282 | 1 0.01 82.23 03283 | 1 0.01 82.24 03319 | 1 0.01 82.25 03381 | 1 0.01 82.26 03423 | 4 0.04 82.30 03427 | 1 0.01 82.31 03430 | 8 0.08 82.39 03438 | 1 0.01 82.40 03439 | 1 0.01 82.41 03905 | 13 0.13 82.54 04000 | 1 0.01 82.55 04011 | 2 0.02 82.57 04023 | 1 0.01 82.58 04042 | 5 0.05 82.63 04043 | 1 0.01 82.64 04051 | 7 0.07 82.71 04058 | 1 0.01 82.72 04072 | 1 0.01 82.73 04097 | 1 0.01 82.74 04114 | 7 0.07 82.81 04136 | 1 0.01 82.82 04426 | 1 0.01 82.83 04541 | 2 0.02 82.85 04662 | 1 0.01 82.86 05033 | 3 0.03 82.89 05051 | 1 0.01 82.90 05056 | 2 0.02 82.92 05072 | 2 0.02 82.94 05074 | 1 0.01 82.95 05097 | 8 0.08 83.03 05100 | 1 0.01 83.04 05162 | 1 0.01 83.05 05244 | 1 0.01 83.06 05347 | 1 0.01 83.07 05405 | 1 0.01 83.08 05415 | 13 0.13 83.21 05663 | 4 0.04 83.25 05789 | 3 0.03 83.28 05895 | 1 0.01 83.29 05995 | 2 0.02 83.31 06004 | 1 0.01 83.32 06044 | 1 0.01 83.33 06059 | 1 0.01 83.34 06083 | 1 0.01 83.35 06102 | 2 0.02 83.37 06108 | 2 0.02 83.39 06125 | 3 0.03 83.42 06173 | 4 0.04 83.46 06192 | 4 0.04 83.50 06193 | 2 0.02 83.52 06236 | 2 0.02 83.54 06294 | 1 0.01 83.55 06815 | 1 0.01 83.56 06839 | 5 0.05 83.61 06905 | 1 0.01 83.62 06920 | 1 0.01 83.63 06980 | 3 0.03 83.66 06985 | 8 0.08 83.74 07003 | 1 0.01 83.75 07016 | 1 0.01 83.76 07037 | 1 0.01 83.77 07068 | 1 0.01 83.78 07144 | 1 0.01 83.79 07150 | 1 0.01 83.80 07232 | 1 0.01 83.81 07250 | 1 0.01 83.82 07257 | 1 0.01 83.83 07265 | 11 0.11 83.94 07275 | 3 0.03 83.97 07401 | 1 0.01 83.98 07470 | 2 0.02 84.00 07795 | 4 0.04 84.04 07930 | 11 0.11 84.15 08047 | 1 0.01 84.16 08053 | 1 0.01 84.17 08087 | 1 0.01 84.18 08090 | 1 0.01 84.19 08147 | 1 0.01 84.20 08149 | 10 0.10 84.30 08203 | 1 0.01 84.31 08245 | 1 0.01 84.32 08299 | 1 0.01 84.33 08329 | 1 0.01 84.34 08351 | 1 0.01 84.35 08440 | 1 0.01 84.36 08464 | 2 0.02 84.38 08470 | 5 0.05 84.43 08475 | 2 0.02 84.45 08535 | 1 0.01 84.46 08585 | 4 0.04 84.50 08592 | 1 0.01 84.51 08599 | 1 0.01 84.52 08620 | 1 0.01 84.53 08677 | 1 0.01 84.54 08707 | 1 0.01 84.55 08836 | 6 0.06 84.61 09370 | 2 0.02 84.63 09545 | 2 0.02 84.65 09585 | 2 0.02 84.67 09600 | 2 0.02 84.69 09995 | 2 0.02 84.71 10087 | 2 0.02 84.73 10325 | 2 0.02 84.75 10355 | 1 0.01 84.76 10815 | 1 0.01 84.77 10975 | 3 0.03 84.80 11065 | 3 0.03 84.83 11540 | 2 0.02 84.85 11665 | 1 0.01 84.86 11740 | 1 0.01 84.87 11745 | 3 0.03 84.90 11850 | 1 0.01 84.91 12035 | 2 0.02 84.93 12285 | 1 0.01 84.94 12480 | 2 0.02 84.96 12490 | 3 0.03 84.99 12585 | 1 0.01 85.00 12635 | 1 0.01 85.01 12665 | 1 0.01 85.02 12865 | 10 0.10 85.12 13118 | 9 0.09 85.21 13320 | 1 0.01 85.22 13455 | 1 0.01 85.23 13553 | 1 0.01 85.24 13835 | 1 0.01 85.25 14000 | 1 0.01 85.26 14240 | 5 0.05 85.31 14320 | 1 0.01 85.32 14415 | 1 0.01 85.33 14727 | 3 0.03 85.36 14840 | 4 0.04 85.40 14903 | 1 0.01 85.41 14930 | 5 0.05 85.46 14955 | 7 0.07 85.53 14965 | 2 0.02 85.55 14980 | 1 0.01 85.56 15040 | 1 0.01 85.57 15100 | 1 0.01 85.58 15395 | 15 0.15 85.73 15520 | 1 0.01 85.74 15545 | 1 0.01 85.75 15575 | 1 0.01 85.76 15600 | 1 0.01 85.77 15680 | 9 0.09 85.86 15870 | 5 0.05 85.91 16105 | 4 0.04 85.95 16475 | 5 0.05 86.00 16710 | 3 0.03 86.03 16975 | 1 0.01 86.04 17115 | 2 0.02 86.06 17165 | 30 0.30 86.36 17320 | 2 0.02 86.38 17370 | 9 0.09 86.47 17485 | 2 0.02 86.49 17878 | 1 0.01 86.50 17880 | 1 0.01 86.51 17883 | 1 0.01 86.52 17885 | 7 0.07 86.59 17888 | 13 0.13 86.72 18080 | 4 0.04 86.76 18100 | 1 0.01 86.77 18205 | 4 0.04 86.81 18395 | 1 0.01 86.82 18523 | 2 0.02 86.84 18555 | 3 0.03 86.87 18640 | 2 0.02 86.89 18655 | 2 0.02 86.91 18695 | 1 0.01 86.92 18930 | 2 0.02 86.94 18985 | 1 0.01 86.95 19090 | 2 0.02 86.97 19180 | 1 0.01 86.98 19208 | 2 0.02 87.00 19218 | 23 0.23 87.23 19242 | 1 0.01 87.24 19375 | 1 0.01 87.25 19445 | 1 0.01 87.26 19650 | 7 0.07 87.33 19675 | 6 0.06 87.39 19699 | 1 0.01 87.40 19775 | 1 0.01 87.41 19785 | 8 0.08 87.49 19840 | 19 0.19 87.68 20010 | 1 0.01 87.69 20065 | 1 0.01 87.70 20075 | 1 0.01 87.71 20285 | 2 0.02 87.73 20290 | 2 0.02 87.75 20595 | 2 0.02 87.77 20730 | 1 0.01 87.78 20885 | 2 0.02 87.80 21010 | 1 0.01 87.81 21160 | 2 0.02 87.83 21195 | 1 0.01 87.84 21203 | 1 0.01 87.85 21695 | 1 0.01 87.86 21750 | 1 0.01 87.87 21865 | 1 0.01 87.88 21958 | 1 0.01 87.89 22025 | 2 0.02 87.91 22110 | 3 0.03 87.94 22120 | 1 0.01 87.95 22242 | 1 0.01 87.96 22287 | 3 0.03 87.99 22303 | 7 0.07 88.06 22315 | 9 0.09 88.15 22323 | 1 0.01 88.16 23385 | 6 0.06 88.22 23440 | 2 0.02 88.24 23523 | 1 0.01 88.25 23755 | 2 0.02 88.27 23970 | 1 0.01 88.28 24300 | 4 0.04 88.32 24405 | 5 0.05 88.37 24445 | 1 0.01 88.38 24650 | 5 0.05 88.43 24653 | 2 0.02 88.45 24850 | 1 0.01 88.46 24890 | 15 0.15 88.61 24950 | 3 0.03 88.64 25213 | 1 0.01 88.65 25220 | 1 0.01 88.66 25305 | 1 0.01 88.67 25365 | 1 0.01 88.68 25674 | 1 0.01 88.69 25810 | 1 0.01 88.70 26255 | 8 0.08 88.78 26475 | 1 0.01 88.79 26760 | 1 0.01 88.80 26785 | 2 0.02 88.82 27368 | 1 0.01 88.83 27708 | 1 0.01 88.84 27725 | 1 0.01 88.85 27770 | 3 0.03 88.88 27785 | 2 0.02 88.90 27816 | 2 0.02 88.92 27835 | 1 0.01 88.93 27855 | 1 0.01 88.94 28080 | 1 0.01 88.95 28200 | 1 0.01 88.96 28350 | 1 0.01 88.97 28455 | 2 0.02 88.99 28495 | 1 0.01 89.00 28825 | 1 0.01 89.01 29250 | 2 0.02 89.03 29498 | 2 0.02 89.05 29574 | 1 0.01 89.06 29998 | 1 0.01 89.07 30395 | 17 0.17 89.24 30495 | 1 0.01 89.25 30553 | 1 0.01 89.26 30585 | 1 0.01 89.27 30756 | 1 0.01 89.28 30777 | 1 0.01 89.29 30915 | 1 0.01 89.30 31045 | 1 0.01 89.31 31235 | 1 0.01 89.32 31455 | 2 0.02 89.34 31658 | 2 0.02 89.36 31997 | 6 0.06 89.42 32013 | 1 0.01 89.43 32195 | 1 0.01 89.44 32200 | 1 0.01 89.45 32515 | 1 0.01 89.46 32658 | 1 0.01 89.47 32855 | 1 0.01 89.48 32905 | 13 0.13 89.61 32945 | 1 0.01 89.62 33448 | 1 0.01 89.63 33555 | 1 0.01 89.64 33573 | 1 0.01 89.65 33588 | 2 0.02 89.67 33670 | 1 0.01 89.68 33843 | 2 0.02 89.70 33858 | 6 0.06 89.76 34110 | 6 0.06 89.82 34270 | 1 0.01 89.83 34495 | 4 0.04 89.87 34510 | 1 0.01 89.88 34520 | 6 0.06 89.94 34565 | 3 0.03 89.97 34575 | 6 0.06 90.03 34775 | 3 0.03 90.06 35023 | 4 0.04 90.10 35060 | 1 0.01 90.11 35224 | 1 0.01 90.12 35240 | 2 0.02 90.14 40185 | 2 0.02 90.16 41115 | 3 0.03 90.19 41780 | 6 0.06 90.25 41800 | 16 0.16 90.41 41850 | 2 0.02 90.43 41855 | 1 0.01 90.44 41860 | 1 0.01 90.45 41865 | 1 0.01 90.46 41875 | 3 0.03 90.49 42800 | 1 0.01 90.50 42985 | 1 0.01 90.51 60105 | 1 0.01 90.52 60115 | 5 0.05 90.57 60270 | 2 0.02 90.59 60370 | 1 0.01 90.60 60550 | 1 0.01 90.61 60595 | 1 0.01 90.62 60700 | 6 0.06 90.68 60735 | 4 0.04 90.72 60775 | 3 0.03 90.75 60790 | 9 0.09 90.84 60870 | 1 0.01 90.85 61045 | 1 0.01 90.86 61160 | 6 0.06 90.92 61205 | 1 0.01 90.93 61295 | 3 0.03 90.96 61440 | 1 0.01 90.97 61565 | 2 0.02 90.99 61570 | 10 0.10 91.09 61605 | 3 0.03 91.12 61625 | 1 0.01 91.13 89035 | 1 0.01 91.14 89038 | 1 0.01 91.15 89039 | 1 0.01 91.16 89066 | 1 0.01 91.17 91000 | 3 0.03 91.20 91015 | 1 0.01 91.21 91039 | 2 0.02 91.23 91043 | 16 0.16 91.39 91061 | 3 0.03 91.42 91062 | 1 0.01 91.43 91063 | 10 0.10 91.53 91068 | 1 0.01 91.54 91072 | 2 0.02 91.56 91074 | 2 0.02 91.58 91079 | 3 0.03 91.61 91081 | 8 0.08 91.69 91084 | 4 0.04 91.73 91085 | 1 0.01 91.74 91088 | 8 0.08 91.82 91096 | 10 0.10 91.92 91099 | 3 0.03 91.95 92000 | 7 0.07 92.02 92003 | 4 0.04 92.06 92017 | 1 0.01 92.07 92051 | 2 0.02 92.09 92052 | 1 0.01 92.10 92061 | 3 0.03 92.13 92073 | 3 0.03 92.16 92076 | 7 0.07 92.23 92105 | 7 0.07 92.30 92107 | 3 0.03 92.33 92116 | 1 0.01 92.34 92120 | 4 0.04 92.38 92126 | 1 0.01 92.39 92131 | 12 0.12 92.51 92138 | 1 0.01 92.52 92141 | 2 0.02 92.54 92156 | 3 0.03 92.57 92161 | 3 0.03 92.60 92164 | 44 0.44 93.04 92180 | 4 0.04 93.08 93062 | 8 0.08 93.16 93106 | 4 0.04 93.20 93109 | 1 0.01 93.21 93113 | 1 0.01 93.22 93115 | 1 0.01 93.23 93121 | 1 0.01 93.24 93127 | 3 0.03 93.27 93156 | 15 0.15 93.42 93164 | 1 0.01 93.43 93167 | 2 0.02 93.45 93179 | 1 0.01 93.46 93181 | 11 0.11 93.57 93183 | 9 0.09 93.66 93187 | 27 0.27 93.93 93193 | 2 0.02 93.95 93203 | 1 0.01 93.96 93212 | 3 0.03 93.99 93213 | 4 0.04 94.03 93214 | 2 0.02 94.05 93224 | 9 0.09 94.14 93226 | 1 0.01 94.15 93231 | 1 0.01 94.16 93237 | 20 0.20 94.36 93256 | 2 0.02 94.38 93257 | 6 0.06 94.44 93304 | 1 0.01 94.45 93305 | 6 0.06 94.51 93345 | 7 0.07 94.58 93347 | 14 0.14 94.72 93348 | 1 0.01 94.73 93355 | 4 0.04 94.77 93395 | 1 0.01 94.78 93396 | 3 0.03 94.81 93404 | 1 0.01 94.82 93405 | 2 0.02 94.84 93424 | 1 0.01 94.85 94004 | 1 0.01 94.86 94009 | 1 0.01 94.87 94014 | 1 0.01 94.88 94031 | 4 0.04 94.92 94035 | 1 0.01 94.93 94059 | 1 0.01 94.94 94060 | 1 0.01 94.95 94070 | 6 0.06 95.01 94099 | 6 0.06 95.07 94104 | 1 0.01 95.08 94114 | 5 0.05 95.13 94124 | 1 0.01 95.14 94125 | 6 0.06 95.20 94131 | 1 0.01 95.21 94134 | 2 0.02 95.23 94143 | 1 0.01 95.24 94158 | 4 0.04 95.28 94174 | 1 0.01 95.29 94179 | 1 0.01 95.30 94188 | 15 0.15 95.45 95005 | 7 0.07 95.52 95016 | 3 0.03 95.55 95025 | 1 0.01 95.56 95050 | 2 0.02 95.58 95052 | 5 0.05 95.63 95055 | 2 0.02 95.65 95057 | 3 0.03 95.68 95092 | 2 0.02 95.70 95111 | 9 0.09 95.79 95118 | 3 0.03 95.82 95122 | 20 0.20 96.02 95133 | 20 0.20 96.22 95140 | 1 0.01 96.23 95141 | 1 0.01 96.24 95152 | 4 0.04 96.28 95171 | 2 0.02 96.30 95174 | 2 0.02 96.32 95177 | 2 0.02 96.34 95181 | 3 0.03 96.37 95182 | 3 0.03 96.40 95183 | 5 0.05 96.45 96005 | 1 0.01 96.46 96020 | 8 0.08 96.54 96022 | 8 0.08 96.62 96024 | 1 0.01 96.63 96027 | 1 0.01 96.64 96041 | 9 0.09 96.73 96055 | 1 0.01 96.74 96060 | 2 0.02 96.76 96091 | 4 0.04 96.80 96109 | 1 0.01 96.81 96110 | 1 0.01 96.82 96122 | 3 0.03 96.85 96138 | 4 0.04 96.89 96144 | 1 0.01 96.90 96147 | 2 0.02 96.92 96156 | 1 0.01 96.93 96167 | 2 0.02 96.95 96169 | 1 0.01 96.96 96173 | 3 0.03 96.99 96174 | 6 0.06 97.05 97012 | 1 0.01 97.06 97016 | 2 0.02 97.08 97017 | 6 0.06 97.14 97019 | 2 0.02 97.16 97020 | 39 0.39 97.55 97028 | 1 0.01 97.56 97035 | 1 0.01 97.57 97036 | 9 0.09 97.66 97037 | 1 0.01 97.67 97047 | 5 0.05 97.72 97049 | 4 0.04 97.76 97050 | 1 0.01 97.77 97073 | 5 0.05 97.82 97085 | 1 0.01 97.83 97094 | 1 0.01 97.84 97105 | 4 0.04 97.88 97113 | 1 0.01 97.89 97120 | 1 0.01 97.90 97126 | 6 0.06 97.96 97130 | 1 0.01 97.97 97142 | 7 0.07 98.04 97145 | 5 0.05 98.09 97150 | 3 0.03 98.12 97152 | 1 0.01 98.13 97157 | 1 0.01 98.14 97168 | 5 0.05 98.19 97170 | 3 0.03 98.22 97174 | 4 0.04 98.26 98006 | 1 0.01 98.27 98008 | 3 0.03 98.30 98010 | 11 0.11 98.41 98018 | 1 0.01 98.42 98028 | 1 0.01 98.43 98038 | 22 0.22 98.65 98041 | 2 0.02 98.67 98062 | 1 0.01 98.68 98065 | 3 0.03 98.71 98067 | 2 0.02 98.73 98075 | 1 0.01 98.74 98085 | 3 0.03 98.77 98086 | 12 0.12 98.89 98092 | 1 0.01 98.90 98095 | 1 0.01 98.91 98101 | 1 0.01 98.92 98107 | 1 0.01 98.93 98115 | 6 0.06 98.99 98116 | 1 0.01 99.00 98132 | 1 0.01 99.01 98158 | 2 0.02 99.03 99002 | 4 0.04 99.07 99006 | 1 0.01 99.08 99014 | 2 0.02 99.10 99017 | 1 0.01 99.11 99018 | 4 0.04 99.15 99023 | 1 0.01 99.16 99026 | 3 0.03 99.19 99028 | 1 0.01 99.20 99031 | 1 0.01 99.21 99036 | 1 0.01 99.22 99042 | 1 0.01 99.23 99046 | 3 0.03 99.26 99049 | 1 0.01 99.27 99056 | 1 0.01 99.28 99059 | 1 0.01 99.29 99080 | 8 0.08 99.37 99089 | 2 0.02 99.39 99090 | 11 0.11 99.50 99106 | 4 0.04 99.54 99107 | 1 0.01 99.55 99108 | 1 0.01 99.56 99118 | 1 0.01 99.57 99119 | 1 0.01 99.58 99128 | 1 0.01 99.59 99132 | 1 0.01 99.60 99133 | 22 0.22 99.82 99189 | 5 0.05 99.87 99201 | 1 0.01 99.88 99214 | 1 0.01 99.89 99216 | 1 0.01 99.90 99219 | 1 0.01 99.91 99224 | 1 0.01 99.92 99980 | 3 0.03 99.95 99999 | 5 0.05 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016