Frequencies for first 10,000 rows of med5 variable in nhamcsopd2007 dataset : medication | Freq. Percent Cum. ------------+----------------------------------- -9 | 8,066 80.66 80.66 00004 | 4 0.04 80.70 00007 | 3 0.03 80.73 00008 | 1 0.01 80.74 00022 | 18 0.18 80.92 00042 | 22 0.22 81.14 00048 | 1 0.01 81.15 00052 | 1 0.01 81.16 00076 | 3 0.03 81.19 00078 | 1 0.01 81.20 00084 | 1 0.01 81.21 00100 | 36 0.36 81.57 00101 | 1 0.01 81.58 00102 | 1 0.01 81.59 00107 | 2 0.02 81.61 00125 | 2 0.02 81.63 00131 | 1 0.01 81.64 00159 | 2 0.02 81.66 00172 | 1 0.01 81.67 00184 | 1 0.01 81.68 00208 | 1 0.01 81.69 00209 | 1 0.01 81.70 00233 | 1 0.01 81.71 00239 | 1 0.01 81.72 00254 | 2 0.02 81.74 00260 | 3 0.03 81.77 00268 | 1 0.01 81.78 00273 | 2 0.02 81.80 00280 | 1 0.01 81.81 00283 | 1 0.01 81.82 00313 | 4 0.04 81.86 00316 | 1 0.01 81.87 00455 | 1 0.01 81.88 00597 | 2 0.02 81.90 00830 | 1 0.01 81.91 00845 | 1 0.01 81.92 00980 | 1 0.01 81.93 01002 | 11 0.11 82.04 01017 | 1 0.01 82.05 01029 | 2 0.02 82.07 01030 | 7 0.07 82.14 01034 | 17 0.17 82.31 01036 | 3 0.03 82.34 01047 | 1 0.01 82.35 01063 | 1 0.01 82.36 01076 | 1 0.01 82.37 01086 | 2 0.02 82.39 01087 | 1 0.01 82.40 01116 | 1 0.01 82.41 01121 | 1 0.01 82.42 01124 | 1 0.01 82.43 01166 | 1 0.01 82.44 01207 | 1 0.01 82.45 01214 | 7 0.07 82.52 01236 | 1 0.01 82.53 01237 | 1 0.01 82.54 01263 | 1 0.01 82.55 01266 | 2 0.02 82.57 01267 | 1 0.01 82.58 01274 | 1 0.01 82.59 01281 | 1 0.01 82.60 01318 | 1 0.01 82.61 01375 | 1 0.01 82.62 01530 | 6 0.06 82.68 01838 | 1 0.01 82.69 02013 | 3 0.03 82.72 02016 | 2 0.02 82.74 02029 | 1 0.01 82.75 02031 | 1 0.01 82.76 02042 | 1 0.01 82.77 02056 | 1 0.01 82.78 02059 | 1 0.01 82.79 02064 | 1 0.01 82.80 02074 | 1 0.01 82.81 02099 | 1 0.01 82.82 02119 | 7 0.07 82.89 02131 | 1 0.01 82.90 02158 | 1 0.01 82.91 02176 | 1 0.01 82.92 02194 | 2 0.02 82.94 02203 | 2 0.02 82.96 02204 | 1 0.01 82.97 02209 | 5 0.05 83.02 02213 | 1 0.01 83.03 02223 | 8 0.08 83.11 02249 | 1 0.01 83.12 02274 | 1 0.01 83.13 02279 | 3 0.03 83.16 02302 | 1 0.01 83.17 02359 | 4 0.04 83.21 02373 | 2 0.02 83.23 02396 | 4 0.04 83.27 02627 | 1 0.01 83.28 02805 | 30 0.30 83.58 02900 | 11 0.11 83.69 02982 | 1 0.01 83.70 02995 | 2 0.02 83.72 03002 | 1 0.01 83.73 03019 | 2 0.02 83.75 03105 | 2 0.02 83.77 03106 | 1 0.01 83.78 03123 | 1 0.01 83.79 03141 | 1 0.01 83.80 03156 | 1 0.01 83.81 03179 | 1 0.01 83.82 03184 | 3 0.03 83.85 03187 | 11 0.11 83.96 03192 | 1 0.01 83.97 03197 | 1 0.01 83.98 03201 | 1 0.01 83.99 03208 | 1 0.01 84.00 03209 | 1 0.01 84.01 03211 | 1 0.01 84.02 03273 | 1 0.01 84.03 03276 | 1 0.01 84.04 03355 | 2 0.02 84.06 03359 | 1 0.01 84.07 03410 | 1 0.01 84.08 03411 | 1 0.01 84.09 03423 | 4 0.04 84.13 03430 | 1 0.01 84.14 03443 | 1 0.01 84.15 03905 | 5 0.05 84.20 04011 | 2 0.02 84.22 04014 | 2 0.02 84.24 04041 | 1 0.01 84.25 04042 | 8 0.08 84.33 04051 | 10 0.10 84.43 04114 | 9 0.09 84.52 04120 | 1 0.01 84.53 04226 | 1 0.01 84.54 04266 | 1 0.01 84.55 04282 | 1 0.01 84.56 04292 | 1 0.01 84.57 04368 | 1 0.01 84.58 04370 | 1 0.01 84.59 04393 | 7 0.07 84.66 04394 | 1 0.01 84.67 04561 | 1 0.01 84.68 04631 | 1 0.01 84.69 05066 | 2 0.02 84.71 05097 | 3 0.03 84.74 05102 | 1 0.01 84.75 05106 | 1 0.01 84.76 05162 | 2 0.02 84.78 05176 | 1 0.01 84.79 05244 | 1 0.01 84.80 05304 | 2 0.02 84.82 05326 | 1 0.01 84.83 05347 | 1 0.01 84.84 05393 | 1 0.01 84.85 05415 | 12 0.12 84.97 05465 | 2 0.02 84.99 05648 | 1 0.01 85.00 05789 | 2 0.02 85.02 05895 | 5 0.05 85.07 05995 | 2 0.02 85.09 06002 | 1 0.01 85.10 06019 | 1 0.01 85.11 06044 | 1 0.01 85.12 06100 | 3 0.03 85.15 06125 | 1 0.01 85.16 06144 | 1 0.01 85.17 06164 | 1 0.01 85.18 06173 | 3 0.03 85.21 06192 | 1 0.01 85.22 06193 | 1 0.01 85.23 06211 | 1 0.01 85.24 06294 | 5 0.05 85.29 06839 | 1 0.01 85.30 06905 | 1 0.01 85.31 06920 | 2 0.02 85.33 06980 | 5 0.05 85.38 06985 | 7 0.07 85.45 06990 | 2 0.02 85.47 07076 | 2 0.02 85.49 07090 | 1 0.01 85.50 07133 | 1 0.01 85.51 07194 | 1 0.01 85.52 07250 | 3 0.03 85.55 07265 | 8 0.08 85.63 07389 | 1 0.01 85.64 07392 | 1 0.01 85.65 07394 | 4 0.04 85.69 07470 | 1 0.01 85.70 07543 | 1 0.01 85.71 07554 | 1 0.01 85.72 07559 | 1 0.01 85.73 07760 | 1 0.01 85.74 07930 | 23 0.23 85.97 08180 | 1 0.01 85.98 08245 | 1 0.01 85.99 08470 | 5 0.05 86.04 08535 | 1 0.01 86.05 08585 | 6 0.06 86.11 08836 | 2 0.02 86.13 08865 | 3 0.03 86.16 08870 | 2 0.02 86.18 08905 | 1 0.01 86.19 09020 | 2 0.02 86.21 09075 | 1 0.01 86.22 09370 | 1 0.01 86.23 09545 | 1 0.01 86.24 09585 | 2 0.02 86.26 09600 | 1 0.01 86.27 09690 | 1 0.01 86.28 09850 | 1 0.01 86.29 10087 | 2 0.02 86.31 10210 | 1 0.01 86.32 10325 | 1 0.01 86.33 10355 | 1 0.01 86.34 10975 | 1 0.01 86.35 11065 | 1 0.01 86.36 11390 | 1 0.01 86.37 11540 | 1 0.01 86.38 11548 | 2 0.02 86.40 11688 | 1 0.01 86.41 11800 | 1 0.01 86.42 12193 | 1 0.01 86.43 12415 | 1 0.01 86.44 12480 | 1 0.01 86.45 12490 | 3 0.03 86.48 12585 | 1 0.01 86.49 12635 | 3 0.03 86.52 12865 | 7 0.07 86.59 13118 | 6 0.06 86.65 13142 | 1 0.01 86.66 13553 | 1 0.01 86.67 14000 | 1 0.01 86.68 14840 | 3 0.03 86.71 14930 | 12 0.12 86.83 14955 | 3 0.03 86.86 14965 | 2 0.02 86.88 15005 | 1 0.01 86.89 15100 | 3 0.03 86.92 15345 | 1 0.01 86.93 15395 | 9 0.09 87.02 15520 | 2 0.02 87.04 15545 | 2 0.02 87.06 15575 | 2 0.02 87.08 15680 | 8 0.08 87.16 15870 | 6 0.06 87.22 16105 | 1 0.01 87.23 16475 | 2 0.02 87.25 16710 | 3 0.03 87.28 17165 | 20 0.20 87.48 17365 | 1 0.01 87.49 17370 | 3 0.03 87.52 17475 | 1 0.01 87.53 17485 | 4 0.04 87.57 17715 | 2 0.02 87.59 17865 | 1 0.01 87.60 17883 | 2 0.02 87.62 17885 | 6 0.06 87.68 17888 | 4 0.04 87.72 17970 | 1 0.01 87.73 18080 | 4 0.04 87.77 18100 | 1 0.01 87.78 18125 | 1 0.01 87.79 18395 | 2 0.02 87.81 18555 | 2 0.02 87.83 18930 | 1 0.01 87.84 18985 | 6 0.06 87.90 19090 | 2 0.02 87.92 19210 | 2 0.02 87.94 19218 | 19 0.19 88.13 19242 | 1 0.01 88.14 19313 | 1 0.01 88.15 19618 | 1 0.01 88.16 19650 | 1 0.01 88.17 19675 | 5 0.05 88.22 19699 | 1 0.01 88.23 19775 | 1 0.01 88.24 19840 | 15 0.15 88.39 19865 | 3 0.03 88.42 20055 | 1 0.01 88.43 20110 | 1 0.01 88.44 20285 | 3 0.03 88.47 20290 | 5 0.05 88.52 21010 | 1 0.01 88.53 21160 | 1 0.01 88.54 21185 | 1 0.01 88.55 21403 | 2 0.02 88.57 21513 | 2 0.02 88.59 21550 | 1 0.01 88.60 22025 | 1 0.01 88.61 22110 | 5 0.05 88.66 22242 | 1 0.01 88.67 22303 | 5 0.05 88.72 22305 | 1 0.01 88.73 22315 | 2 0.02 88.75 22350 | 1 0.01 88.76 22585 | 2 0.02 88.78 22885 | 1 0.01 88.79 23285 | 1 0.01 88.80 23385 | 3 0.03 88.83 23755 | 1 0.01 88.84 24045 | 2 0.02 88.86 24300 | 1 0.01 88.87 24405 | 2 0.02 88.89 24650 | 3 0.03 88.92 24653 | 3 0.03 88.95 24830 | 4 0.04 88.99 24890 | 11 0.11 89.10 24950 | 6 0.06 89.16 24995 | 1 0.01 89.17 25350 | 1 0.01 89.18 25365 | 2 0.02 89.20 25510 | 1 0.01 89.21 25638 | 4 0.04 89.25 25674 | 4 0.04 89.29 26255 | 5 0.05 89.34 26785 | 1 0.01 89.35 27368 | 1 0.01 89.36 27725 | 1 0.01 89.37 27770 | 2 0.02 89.39 27835 | 1 0.01 89.40 28080 | 1 0.01 89.41 28350 | 3 0.03 89.44 29250 | 2 0.02 89.46 29498 | 4 0.04 89.50 29533 | 1 0.01 89.51 29998 | 1 0.01 89.52 30100 | 1 0.01 89.53 30195 | 1 0.01 89.54 30395 | 18 0.18 89.72 30553 | 1 0.01 89.73 30575 | 1 0.01 89.74 30730 | 1 0.01 89.75 30756 | 1 0.01 89.76 30782 | 1 0.01 89.77 30915 | 1 0.01 89.78 31015 | 1 0.01 89.79 31045 | 1 0.01 89.80 31235 | 1 0.01 89.81 31335 | 1 0.01 89.82 31455 | 7 0.07 89.89 31542 | 1 0.01 89.90 31630 | 1 0.01 89.91 31945 | 1 0.01 89.92 31997 | 5 0.05 89.97 32013 | 1 0.01 89.98 32195 | 2 0.02 90.00 32735 | 1 0.01 90.01 32905 | 17 0.17 90.18 32920 | 1 0.01 90.19 33225 | 1 0.01 90.20 33555 | 3 0.03 90.23 33843 | 1 0.01 90.24 33858 | 4 0.04 90.28 34110 | 9 0.09 90.37 34270 | 1 0.01 90.38 34425 | 3 0.03 90.41 34495 | 6 0.06 90.47 34510 | 2 0.02 90.49 34520 | 9 0.09 90.58 34565 | 5 0.05 90.63 34575 | 6 0.06 90.69 34625 | 1 0.01 90.70 34775 | 6 0.06 90.76 35023 | 3 0.03 90.79 35060 | 1 0.01 90.80 35224 | 2 0.02 90.82 35240 | 2 0.02 90.84 40285 | 2 0.02 90.86 40520 | 1 0.01 90.87 41115 | 3 0.03 90.90 41780 | 7 0.07 90.97 41800 | 22 0.22 91.19 41850 | 1 0.01 91.20 41855 | 1 0.01 91.21 41905 | 1 0.01 91.22 42985 | 1 0.01 91.23 60115 | 1 0.01 91.24 60665 | 1 0.01 91.25 60700 | 2 0.02 91.27 60735 | 8 0.08 91.35 60775 | 2 0.02 91.37 60790 | 7 0.07 91.44 60800 | 1 0.01 91.45 61045 | 1 0.01 91.46 61060 | 1 0.01 91.47 61160 | 10 0.10 91.57 61475 | 1 0.01 91.58 61565 | 1 0.01 91.59 61570 | 5 0.05 91.64 61605 | 3 0.03 91.67 89070 | 1 0.01 91.68 91039 | 2 0.02 91.70 91043 | 12 0.12 91.82 91061 | 3 0.03 91.85 91062 | 2 0.02 91.87 91063 | 20 0.20 92.07 91066 | 4 0.04 92.11 91072 | 1 0.01 92.12 91074 | 5 0.05 92.17 91079 | 2 0.02 92.19 91081 | 12 0.12 92.31 91088 | 4 0.04 92.35 91090 | 1 0.01 92.36 91096 | 6 0.06 92.42 91099 | 6 0.06 92.48 92000 | 3 0.03 92.51 92003 | 6 0.06 92.57 92012 | 2 0.02 92.59 92052 | 1 0.01 92.60 92057 | 4 0.04 92.64 92061 | 2 0.02 92.66 92073 | 1 0.01 92.67 92076 | 2 0.02 92.69 92105 | 2 0.02 92.71 92107 | 2 0.02 92.73 92111 | 1 0.01 92.74 92116 | 3 0.03 92.77 92120 | 3 0.03 92.80 92125 | 1 0.01 92.81 92126 | 1 0.01 92.82 92128 | 2 0.02 92.84 92131 | 6 0.06 92.90 92146 | 1 0.01 92.91 92149 | 1 0.01 92.92 92156 | 6 0.06 92.98 92161 | 4 0.04 93.02 92163 | 1 0.01 93.03 92164 | 40 0.40 93.43 92180 | 2 0.02 93.45 93023 | 1 0.01 93.46 93035 | 1 0.01 93.47 93062 | 4 0.04 93.51 93065 | 1 0.01 93.52 93089 | 1 0.01 93.53 93106 | 2 0.02 93.55 93120 | 1 0.01 93.56 93121 | 3 0.03 93.59 93132 | 1 0.01 93.60 93136 | 1 0.01 93.61 93156 | 14 0.14 93.75 93179 | 2 0.02 93.77 93181 | 16 0.16 93.93 93183 | 14 0.14 94.07 93187 | 15 0.15 94.22 93193 | 1 0.01 94.23 93203 | 1 0.01 94.24 93212 | 6 0.06 94.30 93213 | 3 0.03 94.33 93214 | 1 0.01 94.34 93220 | 2 0.02 94.36 93224 | 6 0.06 94.42 93231 | 1 0.01 94.43 93237 | 6 0.06 94.49 93238 | 1 0.01 94.50 93256 | 1 0.01 94.51 93257 | 8 0.08 94.59 93258 | 2 0.02 94.61 93305 | 7 0.07 94.68 93325 | 1 0.01 94.69 93326 | 1 0.01 94.70 93347 | 7 0.07 94.77 93348 | 2 0.02 94.79 93352 | 2 0.02 94.81 93360 | 1 0.01 94.82 93396 | 3 0.03 94.85 93408 | 1 0.01 94.86 93980 | 1 0.01 94.87 94001 | 1 0.01 94.88 94004 | 2 0.02 94.90 94031 | 2 0.02 94.92 94034 | 1 0.01 94.93 94035 | 1 0.01 94.94 94049 | 1 0.01 94.95 94059 | 1 0.01 94.96 94070 | 4 0.04 95.00 94089 | 1 0.01 95.01 94099 | 11 0.11 95.12 94103 | 1 0.01 95.13 94104 | 1 0.01 95.14 94111 | 1 0.01 95.15 94114 | 11 0.11 95.26 94116 | 1 0.01 95.27 94125 | 1 0.01 95.28 94127 | 1 0.01 95.29 94129 | 1 0.01 95.30 94133 | 1 0.01 95.31 94150 | 1 0.01 95.32 94154 | 2 0.02 95.34 94158 | 1 0.01 95.35 94160 | 1 0.01 95.36 94174 | 1 0.01 95.37 94188 | 14 0.14 95.51 94191 | 2 0.02 95.53 95003 | 1 0.01 95.54 95005 | 5 0.05 95.59 95016 | 2 0.02 95.61 95025 | 1 0.01 95.62 95045 | 1 0.01 95.63 95050 | 5 0.05 95.68 95057 | 4 0.04 95.72 95064 | 2 0.02 95.74 95084 | 1 0.01 95.75 95092 | 1 0.01 95.76 95111 | 2 0.02 95.78 95114 | 1 0.01 95.79 95118 | 4 0.04 95.83 95122 | 9 0.09 95.92 95133 | 19 0.19 96.11 95144 | 5 0.05 96.16 95145 | 1 0.01 96.17 95152 | 7 0.07 96.24 95171 | 1 0.01 96.25 95177 | 1 0.01 96.26 95181 | 2 0.02 96.28 95183 | 10 0.10 96.38 95191 | 1 0.01 96.39 96020 | 8 0.08 96.47 96022 | 7 0.07 96.54 96024 | 1 0.01 96.55 96027 | 1 0.01 96.56 96031 | 1 0.01 96.57 96041 | 9 0.09 96.66 96043 | 1 0.01 96.67 96045 | 2 0.02 96.69 96060 | 1 0.01 96.70 96066 | 1 0.01 96.71 96072 | 1 0.01 96.72 96086 | 1 0.01 96.73 96091 | 2 0.02 96.75 96093 | 2 0.02 96.77 96095 | 1 0.01 96.78 96107 | 1 0.01 96.79 96109 | 2 0.02 96.81 96122 | 2 0.02 96.83 96125 | 1 0.01 96.84 96126 | 1 0.01 96.85 96130 | 1 0.01 96.86 96138 | 4 0.04 96.90 96153 | 1 0.01 96.91 96167 | 11 0.11 97.02 96174 | 4 0.04 97.06 97015 | 1 0.01 97.07 97016 | 2 0.02 97.09 97017 | 4 0.04 97.13 97019 | 1 0.01 97.14 97020 | 42 0.42 97.56 97035 | 1 0.01 97.57 97036 | 14 0.14 97.71 97045 | 2 0.02 97.73 97049 | 1 0.01 97.74 97056 | 2 0.02 97.76 97073 | 1 0.01 97.77 97085 | 3 0.03 97.80 97086 | 1 0.01 97.81 97105 | 3 0.03 97.84 97113 | 1 0.01 97.85 97126 | 5 0.05 97.90 97135 | 2 0.02 97.92 97136 | 2 0.02 97.94 97141 | 4 0.04 97.98 97142 | 12 0.12 98.10 97145 | 2 0.02 98.12 97150 | 1 0.01 98.13 97153 | 1 0.01 98.14 97157 | 2 0.02 98.16 97159 | 1 0.01 98.17 97163 | 2 0.02 98.19 97168 | 5 0.05 98.24 97170 | 3 0.03 98.27 97174 | 4 0.04 98.31 98006 | 1 0.01 98.32 98008 | 1 0.01 98.33 98010 | 3 0.03 98.36 98036 | 1 0.01 98.37 98038 | 9 0.09 98.46 98065 | 3 0.03 98.49 98075 | 1 0.01 98.50 98085 | 1 0.01 98.51 98086 | 16 0.16 98.67 98090 | 1 0.01 98.68 98093 | 1 0.01 98.69 98110 | 1 0.01 98.70 98115 | 1 0.01 98.71 98131 | 1 0.01 98.72 98141 | 1 0.01 98.73 98156 | 1 0.01 98.74 98158 | 5 0.05 98.79 98160 | 2 0.02 98.81 99002 | 6 0.06 98.87 99006 | 1 0.01 98.88 99008 | 2 0.02 98.90 99017 | 2 0.02 98.92 99018 | 2 0.02 98.94 99019 | 1 0.01 98.95 99026 | 9 0.09 99.04 99030 | 5 0.05 99.09 99031 | 1 0.01 99.10 99036 | 3 0.03 99.13 99049 | 1 0.01 99.14 99056 | 4 0.04 99.18 99074 | 2 0.02 99.20 99080 | 8 0.08 99.28 99089 | 1 0.01 99.29 99090 | 3 0.03 99.32 99098 | 2 0.02 99.34 99101 | 2 0.02 99.36 99106 | 1 0.01 99.37 99114 | 1 0.01 99.38 99123 | 2 0.02 99.40 99132 | 1 0.01 99.41 99133 | 27 0.27 99.68 99167 | 2 0.02 99.70 99189 | 3 0.03 99.73 99202 | 1 0.01 99.74 99213 | 1 0.01 99.75 99224 | 5 0.05 99.80 99225 | 1 0.01 99.81 99980 | 19 0.19 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016