Frequencies for first 10,000 rows of med7 variable in nhamcsopd2009 dataset : medication | Freq. Percent Cum. ------------+----------------------------------- -9 | 8,724 87.24 87.24 00002 | 2 0.02 87.26 00039 | 1 0.01 87.27 00042 | 3 0.03 87.30 00048 | 1 0.01 87.31 00076 | 1 0.01 87.32 00078 | 3 0.03 87.35 00117 | 1 0.01 87.36 00184 | 2 0.02 87.38 00206 | 2 0.02 87.40 00213 | 1 0.01 87.41 00223 | 1 0.01 87.42 00260 | 2 0.02 87.44 00274 | 1 0.01 87.45 00316 | 1 0.01 87.46 01002 | 3 0.03 87.49 01017 | 2 0.02 87.51 01022 | 1 0.01 87.52 01029 | 1 0.01 87.53 01030 | 4 0.04 87.57 01057 | 3 0.03 87.60 01084 | 1 0.01 87.61 01094 | 1 0.01 87.62 01106 | 1 0.01 87.63 01111 | 1 0.01 87.64 01196 | 1 0.01 87.65 01206 | 1 0.01 87.66 01214 | 6 0.06 87.72 01216 | 1 0.01 87.73 01229 | 1 0.01 87.74 01233 | 1 0.01 87.75 01266 | 1 0.01 87.76 01282 | 1 0.01 87.77 01285 | 1 0.01 87.78 01290 | 1 0.01 87.79 01530 | 5 0.05 87.84 01630 | 4 0.04 87.88 01865 | 1 0.01 87.89 02013 | 1 0.01 87.90 02036 | 1 0.01 87.91 02042 | 1 0.01 87.92 02119 | 6 0.06 87.98 02128 | 1 0.01 87.99 02141 | 1 0.01 88.00 02176 | 1 0.01 88.01 02203 | 4 0.04 88.05 02209 | 1 0.01 88.06 02217 | 2 0.02 88.08 02223 | 7 0.07 88.15 02226 | 1 0.01 88.16 02233 | 1 0.01 88.17 02247 | 1 0.01 88.18 02279 | 2 0.02 88.20 02292 | 1 0.01 88.21 02293 | 1 0.01 88.22 02384 | 1 0.01 88.23 02627 | 1 0.01 88.24 02805 | 25 0.25 88.49 02900 | 5 0.05 88.54 02940 | 1 0.01 88.55 02982 | 1 0.01 88.56 03003 | 1 0.01 88.57 03028 | 1 0.01 88.58 03048 | 1 0.01 88.59 03123 | 1 0.01 88.60 03187 | 2 0.02 88.62 03188 | 1 0.01 88.63 03211 | 1 0.01 88.64 03306 | 6 0.06 88.70 03309 | 1 0.01 88.71 03319 | 1 0.01 88.72 03355 | 6 0.06 88.78 03381 | 2 0.02 88.80 03410 | 1 0.01 88.81 03423 | 2 0.02 88.83 03430 | 3 0.03 88.86 03434 | 1 0.01 88.87 03439 | 2 0.02 88.89 03905 | 5 0.05 88.94 04042 | 1 0.01 88.95 04051 | 5 0.05 89.00 04114 | 4 0.04 89.04 04175 | 2 0.02 89.06 04178 | 1 0.01 89.07 04196 | 1 0.01 89.08 04223 | 1 0.01 89.09 04249 | 1 0.01 89.10 04282 | 1 0.01 89.11 04288 | 1 0.01 89.12 04292 | 1 0.01 89.13 04370 | 2 0.02 89.15 04491 | 1 0.01 89.16 05033 | 1 0.01 89.17 05051 | 1 0.01 89.18 05072 | 1 0.01 89.19 05097 | 3 0.03 89.22 05229 | 1 0.01 89.23 05244 | 2 0.02 89.25 05259 | 1 0.01 89.26 05278 | 1 0.01 89.27 05291 | 1 0.01 89.28 05296 | 1 0.01 89.29 05308 | 5 0.05 89.34 05338 | 1 0.01 89.35 05395 | 1 0.01 89.36 05415 | 3 0.03 89.39 05430 | 1 0.01 89.40 05541 | 1 0.01 89.41 05663 | 2 0.02 89.43 05789 | 1 0.01 89.44 05895 | 1 0.01 89.45 06064 | 1 0.01 89.46 06068 | 1 0.01 89.47 06100 | 3 0.03 89.50 06104 | 1 0.01 89.51 06176 | 1 0.01 89.52 06193 | 2 0.02 89.54 06194 | 1 0.01 89.55 06210 | 1 0.01 89.56 06294 | 1 0.01 89.57 06815 | 1 0.01 89.58 06980 | 3 0.03 89.61 06985 | 2 0.02 89.63 07061 | 2 0.02 89.65 07096 | 1 0.01 89.66 07106 | 1 0.01 89.67 07144 | 1 0.01 89.68 07229 | 1 0.01 89.69 07257 | 1 0.01 89.70 07263 | 1 0.01 89.71 07265 | 2 0.02 89.73 07275 | 3 0.03 89.76 07318 | 1 0.01 89.77 07366 | 1 0.01 89.78 07412 | 15 0.15 89.93 07470 | 6 0.06 89.99 07494 | 1 0.01 90.00 07616 | 2 0.02 90.02 07920 | 1 0.01 90.03 07930 | 4 0.04 90.07 08045 | 1 0.01 90.08 08149 | 9 0.09 90.17 08161 | 1 0.01 90.18 08181 | 2 0.02 90.20 08197 | 1 0.01 90.21 08208 | 1 0.01 90.22 08234 | 1 0.01 90.23 08245 | 1 0.01 90.24 08306 | 1 0.01 90.25 08341 | 1 0.01 90.26 08351 | 1 0.01 90.27 08354 | 1 0.01 90.28 08448 | 2 0.02 90.30 08470 | 5 0.05 90.35 08565 | 1 0.01 90.36 08585 | 2 0.02 90.38 08836 | 2 0.02 90.40 08870 | 1 0.01 90.41 09006 | 1 0.01 90.42 09025 | 1 0.01 90.43 09075 | 3 0.03 90.46 09234 | 1 0.01 90.47 09370 | 1 0.01 90.48 09545 | 3 0.03 90.51 09583 | 1 0.01 90.52 09600 | 1 0.01 90.53 09614 | 2 0.02 90.55 09687 | 1 0.01 90.56 09717 | 1 0.01 90.57 09783 | 1 0.01 90.58 09819 | 1 0.01 90.59 10087 | 2 0.02 90.61 10500 | 2 0.02 90.63 10815 | 1 0.01 90.64 10970 | 14 0.14 90.78 10975 | 1 0.01 90.79 11065 | 4 0.04 90.83 11548 | 1 0.01 90.84 11740 | 1 0.01 90.85 12490 | 6 0.06 90.91 12585 | 2 0.02 90.93 12635 | 2 0.02 90.95 12770 | 1 0.01 90.96 12830 | 1 0.01 90.97 12865 | 5 0.05 91.02 13118 | 8 0.08 91.10 14000 | 1 0.01 91.11 14240 | 1 0.01 91.12 14727 | 2 0.02 91.14 14840 | 3 0.03 91.17 14930 | 14 0.14 91.31 14955 | 6 0.06 91.37 15100 | 1 0.01 91.38 15307 | 1 0.01 91.39 15395 | 3 0.03 91.42 15545 | 1 0.01 91.43 15680 | 10 0.10 91.53 15870 | 2 0.02 91.55 15990 | 1 0.01 91.56 16095 | 1 0.01 91.57 16105 | 3 0.03 91.60 16210 | 1 0.01 91.61 16255 | 1 0.01 91.62 16710 | 2 0.02 91.64 16975 | 2 0.02 91.66 17115 | 2 0.02 91.68 17165 | 20 0.20 91.88 17370 | 8 0.08 91.96 17485 | 3 0.03 91.99 17715 | 1 0.01 92.00 17883 | 1 0.01 92.01 17885 | 1 0.01 92.02 17888 | 3 0.03 92.05 18205 | 2 0.02 92.07 18555 | 1 0.01 92.08 18930 | 1 0.01 92.09 18985 | 1 0.01 92.10 19208 | 2 0.02 92.12 19218 | 13 0.13 92.25 19233 | 1 0.01 92.26 19478 | 2 0.02 92.28 19675 | 2 0.02 92.30 19840 | 18 0.18 92.48 20285 | 1 0.01 92.49 20290 | 2 0.02 92.51 20690 | 1 0.01 92.52 20730 | 1 0.01 92.53 20798 | 1 0.01 92.54 20885 | 1 0.01 92.55 21143 | 1 0.01 92.56 21160 | 3 0.03 92.59 21203 | 1 0.01 92.60 21403 | 1 0.01 92.61 21695 | 1 0.01 92.62 22242 | 1 0.01 92.63 22287 | 2 0.02 92.65 22303 | 5 0.05 92.70 22315 | 2 0.02 92.72 23185 | 1 0.01 92.73 23370 | 1 0.01 92.74 23385 | 6 0.06 92.80 23755 | 1 0.01 92.81 24300 | 1 0.01 92.82 24310 | 2 0.02 92.84 24405 | 3 0.03 92.87 24650 | 4 0.04 92.91 24653 | 2 0.02 92.93 24890 | 7 0.07 93.00 24950 | 3 0.03 93.03 25033 | 1 0.01 93.04 25213 | 1 0.01 93.05 25365 | 2 0.02 93.07 25545 | 1 0.01 93.08 25674 | 6 0.06 93.14 26255 | 1 0.01 93.15 26830 | 1 0.01 93.16 27405 | 1 0.01 93.17 27459 | 1 0.01 93.18 27725 | 2 0.02 93.20 27770 | 3 0.03 93.23 27840 | 1 0.01 93.24 28455 | 1 0.01 93.25 28495 | 1 0.01 93.26 28595 | 1 0.01 93.27 28800 | 1 0.01 93.28 28825 | 1 0.01 93.29 29250 | 2 0.02 93.31 29498 | 1 0.01 93.32 29533 | 2 0.02 93.34 29865 | 1 0.01 93.35 30395 | 9 0.09 93.44 30553 | 1 0.01 93.45 30635 | 1 0.01 93.46 30756 | 1 0.01 93.47 30782 | 2 0.02 93.49 31455 | 1 0.01 93.50 31997 | 6 0.06 93.56 32195 | 2 0.02 93.58 32200 | 1 0.01 93.59 32735 | 1 0.01 93.60 32905 | 7 0.07 93.67 32930 | 1 0.01 93.68 33555 | 1 0.01 93.69 33588 | 1 0.01 93.70 33843 | 3 0.03 93.73 33858 | 1 0.01 93.74 34110 | 9 0.09 93.83 34160 | 1 0.01 93.84 34270 | 1 0.01 93.85 34425 | 1 0.01 93.86 34495 | 2 0.02 93.88 34520 | 3 0.03 93.91 34565 | 9 0.09 94.00 34575 | 3 0.03 94.03 34725 | 1 0.01 94.04 34775 | 2 0.02 94.06 35023 | 2 0.02 94.08 35085 | 1 0.01 94.09 35224 | 2 0.02 94.11 35240 | 3 0.03 94.14 35445 | 2 0.02 94.16 41780 | 4 0.04 94.20 41800 | 9 0.09 94.29 41830 | 1 0.01 94.30 41860 | 2 0.02 94.32 42985 | 3 0.03 94.35 60270 | 1 0.01 94.36 60595 | 1 0.01 94.37 60700 | 1 0.01 94.38 60735 | 4 0.04 94.42 60790 | 1 0.01 94.43 60795 | 1 0.01 94.44 60835 | 2 0.02 94.46 61045 | 3 0.03 94.49 61160 | 2 0.02 94.51 61565 | 1 0.01 94.52 61570 | 3 0.03 94.55 61605 | 2 0.02 94.57 89019 | 1 0.01 94.58 89020 | 3 0.03 94.61 89039 | 6 0.06 94.67 91000 | 2 0.02 94.69 91039 | 1 0.01 94.70 91043 | 10 0.10 94.80 91061 | 3 0.03 94.83 91062 | 2 0.02 94.85 91063 | 6 0.06 94.91 91072 | 1 0.01 94.92 91074 | 6 0.06 94.98 91079 | 3 0.03 95.01 91081 | 4 0.04 95.05 91084 | 1 0.01 95.06 91088 | 2 0.02 95.08 91096 | 9 0.09 95.17 91099 | 1 0.01 95.18 92000 | 1 0.01 95.19 92024 | 2 0.02 95.21 92052 | 2 0.02 95.23 92061 | 1 0.01 95.24 92076 | 3 0.03 95.27 92078 | 2 0.02 95.29 92105 | 11 0.11 95.40 92107 | 3 0.03 95.43 92116 | 10 0.10 95.53 92125 | 1 0.01 95.54 92126 | 2 0.02 95.56 92137 | 2 0.02 95.58 92141 | 2 0.02 95.60 92145 | 1 0.01 95.61 92146 | 1 0.01 95.62 92149 | 1 0.01 95.63 92150 | 1 0.01 95.64 92152 | 1 0.01 95.65 92156 | 1 0.01 95.66 92161 | 3 0.03 95.69 92164 | 10 0.10 95.79 92180 | 2 0.02 95.81 93022 | 1 0.01 95.82 93023 | 1 0.01 95.83 93041 | 1 0.01 95.84 93062 | 7 0.07 95.91 93089 | 1 0.01 95.92 93090 | 1 0.01 95.93 93106 | 1 0.01 95.94 93120 | 1 0.01 95.95 93127 | 1 0.01 95.96 93147 | 1 0.01 95.97 93156 | 7 0.07 96.04 93181 | 14 0.14 96.18 93183 | 4 0.04 96.22 93185 | 1 0.01 96.23 93187 | 20 0.20 96.43 93193 | 3 0.03 96.46 93203 | 1 0.01 96.47 93210 | 1 0.01 96.48 93212 | 5 0.05 96.53 93214 | 1 0.01 96.54 93215 | 1 0.01 96.55 93224 | 3 0.03 96.58 93231 | 4 0.04 96.62 93237 | 15 0.15 96.77 93246 | 1 0.01 96.78 93256 | 2 0.02 96.80 93257 | 3 0.03 96.83 93259 | 1 0.01 96.84 93262 | 3 0.03 96.87 93305 | 3 0.03 96.90 93347 | 2 0.02 96.92 93352 | 3 0.03 96.95 93355 | 2 0.02 96.97 93396 | 9 0.09 97.06 93404 | 2 0.02 97.08 93421 | 1 0.01 97.09 93448 | 1 0.01 97.10 94001 | 1 0.01 97.11 94004 | 2 0.02 97.13 94014 | 1 0.01 97.14 94052 | 2 0.02 97.16 94059 | 1 0.01 97.17 94099 | 12 0.12 97.29 94113 | 1 0.01 97.30 94114 | 3 0.03 97.33 94117 | 5 0.05 97.38 94125 | 2 0.02 97.40 94126 | 1 0.01 97.41 94134 | 1 0.01 97.42 94154 | 1 0.01 97.43 94158 | 1 0.01 97.44 94160 | 2 0.02 97.46 94188 | 2 0.02 97.48 94191 | 1 0.01 97.49 95005 | 7 0.07 97.56 95045 | 1 0.01 97.57 95050 | 3 0.03 97.60 95072 | 1 0.01 97.61 95092 | 2 0.02 97.63 95111 | 2 0.02 97.65 95122 | 8 0.08 97.73 95133 | 14 0.14 97.87 95137 | 1 0.01 97.88 95171 | 1 0.01 97.89 95173 | 1 0.01 97.90 95177 | 2 0.02 97.92 95180 | 1 0.01 97.93 95183 | 8 0.08 98.01 96003 | 1 0.01 98.02 96005 | 2 0.02 98.04 96020 | 2 0.02 98.06 96022 | 3 0.03 98.09 96024 | 1 0.01 98.10 96027 | 1 0.01 98.11 96041 | 5 0.05 98.16 96042 | 1 0.01 98.17 96043 | 1 0.01 98.18 96045 | 3 0.03 98.21 96055 | 1 0.01 98.22 96066 | 1 0.01 98.23 96091 | 1 0.01 98.24 96093 | 1 0.01 98.25 96109 | 1 0.01 98.26 96110 | 1 0.01 98.27 96122 | 2 0.02 98.29 96125 | 2 0.02 98.31 96137 | 1 0.01 98.32 96147 | 1 0.01 98.33 96167 | 2 0.02 98.35 97002 | 1 0.01 98.36 97016 | 1 0.01 98.37 97017 | 1 0.01 98.38 97019 | 1 0.01 98.39 97020 | 15 0.15 98.54 97027 | 1 0.01 98.55 97035 | 1 0.01 98.56 97036 | 5 0.05 98.61 97037 | 2 0.02 98.63 97047 | 4 0.04 98.67 97049 | 3 0.03 98.70 97073 | 3 0.03 98.73 97085 | 1 0.01 98.74 97126 | 4 0.04 98.78 97142 | 7 0.07 98.85 97145 | 1 0.01 98.86 97146 | 1 0.01 98.87 97152 | 1 0.01 98.88 97157 | 1 0.01 98.89 97159 | 4 0.04 98.93 97168 | 1 0.01 98.94 97170 | 1 0.01 98.95 97174 | 1 0.01 98.96 98001 | 1 0.01 98.97 98006 | 1 0.01 98.98 98008 | 1 0.01 98.99 98010 | 2 0.02 99.01 98011 | 1 0.01 99.02 98036 | 1 0.01 99.03 98038 | 4 0.04 99.07 98041 | 4 0.04 99.11 98046 | 1 0.01 99.12 98051 | 2 0.02 99.14 98065 | 2 0.02 99.16 98075 | 1 0.01 99.17 98085 | 1 0.01 99.18 98086 | 8 0.08 99.26 98098 | 4 0.04 99.30 98101 | 1 0.01 99.31 98115 | 3 0.03 99.34 98116 | 1 0.01 99.35 98131 | 1 0.01 99.36 98138 | 1 0.01 99.37 98139 | 1 0.01 99.38 98143 | 1 0.01 99.39 98158 | 1 0.01 99.40 99002 | 4 0.04 99.44 99005 | 2 0.02 99.46 99014 | 1 0.01 99.47 99031 | 1 0.01 99.48 99033 | 1 0.01 99.49 99049 | 1 0.01 99.50 99056 | 1 0.01 99.51 99059 | 1 0.01 99.52 99074 | 1 0.01 99.53 99080 | 3 0.03 99.56 99089 | 1 0.01 99.57 99090 | 2 0.02 99.59 99095 | 1 0.01 99.60 99106 | 1 0.01 99.61 99133 | 20 0.20 99.81 99138 | 1 0.01 99.82 99167 | 1 0.01 99.83 99189 | 8 0.08 99.91 99193 | 1 0.01 99.92 99203 | 1 0.01 99.93 99213 | 1 0.01 99.94 99216 | 2 0.02 99.96 99224 | 4 0.04 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016