Frequencies for first 10,000 rows of med8 variable in nhamcsopd2009 dataset : medication | Freq. Percent Cum. ------------+----------------------------------- -9 | 9,044 90.44 90.44 00004 | 1 0.01 90.45 00039 | 1 0.01 90.46 00042 | 5 0.05 90.51 00124 | 1 0.01 90.52 00161 | 1 0.01 90.53 00184 | 2 0.02 90.55 00206 | 1 0.01 90.56 00254 | 1 0.01 90.57 00271 | 1 0.01 90.58 00597 | 1 0.01 90.59 00685 | 1 0.01 90.60 00830 | 1 0.01 90.61 01002 | 9 0.09 90.70 01030 | 2 0.02 90.72 01034 | 4 0.04 90.76 01044 | 1 0.01 90.77 01111 | 2 0.02 90.79 01214 | 8 0.08 90.87 01266 | 1 0.01 90.88 01282 | 1 0.01 90.89 01530 | 1 0.01 90.90 01865 | 1 0.01 90.91 02036 | 1 0.01 90.92 02119 | 3 0.03 90.95 02147 | 1 0.01 90.96 02156 | 1 0.01 90.97 02158 | 1 0.01 90.98 02203 | 2 0.02 91.00 02213 | 1 0.01 91.01 02217 | 1 0.01 91.02 02223 | 5 0.05 91.07 02232 | 1 0.01 91.08 02259 | 4 0.04 91.12 02314 | 2 0.02 91.14 02326 | 1 0.01 91.15 02358 | 1 0.01 91.16 02470 | 1 0.01 91.17 02627 | 1 0.01 91.18 02640 | 1 0.01 91.19 02805 | 22 0.22 91.41 02875 | 2 0.02 91.43 02900 | 5 0.05 91.48 02982 | 2 0.02 91.50 03002 | 1 0.01 91.51 03036 | 1 0.01 91.52 03162 | 1 0.01 91.53 03184 | 2 0.02 91.55 03187 | 6 0.06 91.61 03188 | 1 0.01 91.62 03192 | 1 0.01 91.63 03197 | 1 0.01 91.64 03211 | 1 0.01 91.65 03251 | 1 0.01 91.66 03281 | 1 0.01 91.67 03306 | 2 0.02 91.69 03355 | 6 0.06 91.75 03381 | 4 0.04 91.79 03423 | 1 0.01 91.80 03430 | 2 0.02 91.82 03905 | 3 0.03 91.85 04011 | 1 0.01 91.86 04042 | 6 0.06 91.92 04051 | 3 0.03 91.95 04068 | 1 0.01 91.96 04072 | 1 0.01 91.97 04114 | 1 0.01 91.98 04175 | 1 0.01 91.99 04249 | 1 0.01 92.00 04351 | 1 0.01 92.01 04489 | 1 0.01 92.02 04491 | 1 0.01 92.03 04556 | 1 0.01 92.04 05033 | 2 0.02 92.06 05054 | 1 0.01 92.07 05174 | 1 0.01 92.08 05317 | 1 0.01 92.09 05415 | 3 0.03 92.12 05663 | 1 0.01 92.13 05680 | 2 0.02 92.15 05789 | 1 0.01 92.16 05810 | 1 0.01 92.17 06100 | 1 0.01 92.18 06192 | 1 0.01 92.19 06193 | 1 0.01 92.20 06302 | 2 0.02 92.22 06839 | 1 0.01 92.23 06925 | 1 0.01 92.24 06980 | 3 0.03 92.27 06985 | 2 0.02 92.29 07106 | 1 0.01 92.30 07144 | 4 0.04 92.34 07250 | 1 0.01 92.35 07265 | 3 0.03 92.38 07275 | 2 0.02 92.40 07358 | 1 0.01 92.41 07366 | 1 0.01 92.42 07412 | 13 0.13 92.55 07470 | 1 0.01 92.56 07930 | 8 0.08 92.64 08032 | 1 0.01 92.65 08045 | 2 0.02 92.67 08077 | 1 0.01 92.68 08149 | 8 0.08 92.76 08161 | 2 0.02 92.78 08245 | 1 0.01 92.79 08378 | 1 0.01 92.80 08398 | 1 0.01 92.81 08426 | 1 0.01 92.82 08470 | 6 0.06 92.88 08535 | 1 0.01 92.89 08585 | 3 0.03 92.92 08609 | 1 0.01 92.93 08835 | 1 0.01 92.94 08865 | 1 0.01 92.95 08870 | 1 0.01 92.96 09075 | 3 0.03 92.99 09545 | 6 0.06 93.05 09587 | 1 0.01 93.06 09600 | 1 0.01 93.07 09624 | 1 0.01 93.08 09643 | 1 0.01 93.09 09843 | 1 0.01 93.10 09850 | 1 0.01 93.11 09989 | 1 0.01 93.12 09990 | 1 0.01 93.13 10355 | 1 0.01 93.14 10970 | 9 0.09 93.23 10975 | 2 0.02 93.25 11548 | 1 0.01 93.26 11740 | 2 0.02 93.28 12490 | 3 0.03 93.31 12635 | 4 0.04 93.35 12690 | 1 0.01 93.36 12865 | 4 0.04 93.40 13118 | 3 0.03 93.43 13535 | 1 0.01 93.44 13550 | 1 0.01 93.45 13553 | 2 0.02 93.47 14040 | 2 0.02 93.49 14727 | 1 0.01 93.50 14840 | 3 0.03 93.53 14930 | 8 0.08 93.61 14935 | 1 0.01 93.62 14955 | 2 0.02 93.64 14965 | 1 0.01 93.65 15070 | 1 0.01 93.66 15090 | 1 0.01 93.67 15307 | 2 0.02 93.69 15395 | 1 0.01 93.70 15545 | 2 0.02 93.72 15680 | 1 0.01 93.73 15870 | 3 0.03 93.76 16210 | 1 0.01 93.77 16245 | 1 0.01 93.78 16475 | 1 0.01 93.79 16505 | 1 0.01 93.80 16710 | 1 0.01 93.81 16975 | 1 0.01 93.82 17165 | 12 0.12 93.94 17370 | 5 0.05 93.99 17475 | 1 0.01 94.00 17485 | 3 0.03 94.03 17715 | 1 0.01 94.04 17865 | 1 0.01 94.05 17883 | 1 0.01 94.06 17885 | 3 0.03 94.09 17888 | 7 0.07 94.16 18205 | 1 0.01 94.17 18523 | 2 0.02 94.19 19090 | 2 0.02 94.21 19208 | 1 0.01 94.22 19218 | 5 0.05 94.27 19350 | 1 0.01 94.28 19478 | 1 0.01 94.29 19650 | 1 0.01 94.30 19675 | 2 0.02 94.32 19840 | 17 0.17 94.49 20285 | 2 0.02 94.51 20290 | 3 0.03 94.54 20735 | 1 0.01 94.55 20798 | 1 0.01 94.56 21145 | 2 0.02 94.58 21176 | 1 0.01 94.59 21280 | 1 0.01 94.60 21373 | 1 0.01 94.61 21513 | 1 0.01 94.62 21695 | 1 0.01 94.63 22110 | 1 0.01 94.64 22120 | 1 0.01 94.65 22303 | 9 0.09 94.74 22315 | 3 0.03 94.77 23385 | 1 0.01 94.78 23755 | 2 0.02 94.80 24300 | 1 0.01 94.81 24445 | 1 0.01 94.82 24653 | 1 0.01 94.83 24830 | 1 0.01 94.84 24850 | 1 0.01 94.85 24890 | 7 0.07 94.92 24950 | 1 0.01 94.93 25213 | 1 0.01 94.94 25674 | 2 0.02 94.96 26255 | 4 0.04 95.00 26785 | 1 0.01 95.01 26805 | 1 0.01 95.02 27725 | 1 0.01 95.03 27770 | 1 0.01 95.04 27785 | 1 0.01 95.05 28080 | 1 0.01 95.06 28350 | 1 0.01 95.07 28455 | 1 0.01 95.08 28495 | 2 0.02 95.10 28825 | 1 0.01 95.11 29498 | 1 0.01 95.12 29998 | 1 0.01 95.13 30305 | 1 0.01 95.14 30395 | 5 0.05 95.19 30730 | 1 0.01 95.20 30756 | 1 0.01 95.21 30782 | 3 0.03 95.24 31005 | 1 0.01 95.25 31630 | 1 0.01 95.26 31660 | 1 0.01 95.27 31997 | 2 0.02 95.29 32195 | 2 0.02 95.31 32735 | 1 0.01 95.32 32905 | 7 0.07 95.39 32930 | 2 0.02 95.41 33573 | 1 0.01 95.42 33843 | 1 0.01 95.43 34110 | 7 0.07 95.50 34270 | 1 0.01 95.51 34425 | 1 0.01 95.52 34495 | 2 0.02 95.54 34520 | 2 0.02 95.56 34525 | 1 0.01 95.57 34565 | 6 0.06 95.63 34575 | 2 0.02 95.65 34775 | 3 0.03 95.68 35023 | 1 0.01 95.69 35130 | 1 0.01 95.70 35224 | 1 0.01 95.71 35240 | 1 0.01 95.72 35350 | 1 0.01 95.73 41780 | 2 0.02 95.75 41800 | 6 0.06 95.81 41875 | 1 0.01 95.82 42425 | 1 0.01 95.83 50035 | 1 0.01 95.84 60040 | 1 0.01 95.85 60370 | 1 0.01 95.86 60595 | 2 0.02 95.88 60735 | 7 0.07 95.95 60790 | 4 0.04 95.99 61160 | 1 0.01 96.00 61565 | 2 0.02 96.02 61570 | 3 0.03 96.05 61605 | 7 0.07 96.12 89009 | 1 0.01 96.13 89020 | 3 0.03 96.16 89039 | 1 0.01 96.17 91039 | 1 0.01 96.18 91043 | 7 0.07 96.25 91061 | 1 0.01 96.26 91062 | 3 0.03 96.29 91063 | 3 0.03 96.32 91074 | 1 0.01 96.33 91079 | 1 0.01 96.34 91081 | 5 0.05 96.39 91084 | 1 0.01 96.40 91088 | 3 0.03 96.43 91096 | 7 0.07 96.50 92000 | 1 0.01 96.51 92003 | 3 0.03 96.54 92006 | 1 0.01 96.55 92012 | 1 0.01 96.56 92025 | 1 0.01 96.57 92052 | 4 0.04 96.61 92076 | 1 0.01 96.62 92078 | 2 0.02 96.64 92105 | 7 0.07 96.71 92107 | 1 0.01 96.72 92116 | 13 0.13 96.85 92120 | 1 0.01 96.86 92124 | 1 0.01 96.87 92125 | 1 0.01 96.88 92141 | 1 0.01 96.89 92143 | 1 0.01 96.90 92145 | 2 0.02 96.92 92156 | 1 0.01 96.93 92159 | 1 0.01 96.94 92163 | 1 0.01 96.95 92164 | 16 0.16 97.11 92180 | 8 0.08 97.19 93023 | 1 0.01 97.20 93038 | 1 0.01 97.21 93062 | 5 0.05 97.26 93065 | 1 0.01 97.27 93127 | 1 0.01 97.28 93156 | 4 0.04 97.32 93181 | 7 0.07 97.39 93183 | 4 0.04 97.43 93187 | 6 0.06 97.49 93193 | 2 0.02 97.51 93203 | 2 0.02 97.53 93213 | 1 0.01 97.54 93214 | 1 0.01 97.55 93224 | 3 0.03 97.58 93237 | 7 0.07 97.65 93243 | 1 0.01 97.66 93256 | 1 0.01 97.67 93257 | 5 0.05 97.72 93305 | 1 0.01 97.73 93329 | 1 0.01 97.74 93347 | 3 0.03 97.77 93352 | 1 0.01 97.78 93392 | 1 0.01 97.79 93396 | 4 0.04 97.83 93419 | 1 0.01 97.84 94001 | 1 0.01 97.85 94007 | 1 0.01 97.86 94031 | 3 0.03 97.89 94035 | 1 0.01 97.90 94070 | 1 0.01 97.91 94081 | 1 0.01 97.92 94097 | 1 0.01 97.93 94099 | 5 0.05 97.98 94114 | 3 0.03 98.01 94117 | 1 0.01 98.02 94125 | 4 0.04 98.06 94131 | 2 0.02 98.08 94133 | 2 0.02 98.10 94134 | 1 0.01 98.11 94158 | 2 0.02 98.13 94177 | 2 0.02 98.15 94179 | 1 0.01 98.16 94188 | 1 0.01 98.17 95003 | 1 0.01 98.18 95005 | 4 0.04 98.22 95050 | 5 0.05 98.27 95065 | 1 0.01 98.28 95088 | 2 0.02 98.30 95092 | 3 0.03 98.33 95111 | 2 0.02 98.35 95116 | 1 0.01 98.36 95122 | 3 0.03 98.39 95133 | 2 0.02 98.41 95171 | 3 0.03 98.44 95181 | 1 0.01 98.45 95183 | 6 0.06 98.51 96005 | 1 0.01 98.52 96020 | 1 0.01 98.53 96022 | 4 0.04 98.57 96024 | 1 0.01 98.58 96028 | 2 0.02 98.60 96041 | 1 0.01 98.61 96045 | 1 0.01 98.62 96091 | 1 0.01 98.63 96109 | 1 0.01 98.64 96115 | 1 0.01 98.65 96141 | 1 0.01 98.66 96167 | 1 0.01 98.67 96173 | 1 0.01 98.68 96174 | 1 0.01 98.69 97015 | 2 0.02 98.71 97017 | 3 0.03 98.74 97019 | 1 0.01 98.75 97020 | 13 0.13 98.88 97035 | 1 0.01 98.89 97036 | 4 0.04 98.93 97037 | 3 0.03 98.96 97038 | 1 0.01 98.97 97047 | 1 0.01 98.98 97056 | 1 0.01 98.99 97105 | 5 0.05 99.04 97113 | 1 0.01 99.05 97130 | 1 0.01 99.06 97135 | 1 0.01 99.07 97142 | 2 0.02 99.09 97145 | 1 0.01 99.10 97150 | 2 0.02 99.12 97157 | 1 0.01 99.13 97168 | 6 0.06 99.19 97170 | 3 0.03 99.22 97174 | 2 0.02 99.24 98008 | 1 0.01 99.25 98010 | 5 0.05 99.30 98036 | 1 0.01 99.31 98038 | 2 0.02 99.33 98065 | 2 0.02 99.35 98075 | 1 0.01 99.36 98085 | 2 0.02 99.38 98086 | 4 0.04 99.42 98090 | 2 0.02 99.44 98095 | 1 0.01 99.45 98098 | 1 0.01 99.46 98115 | 4 0.04 99.50 98132 | 3 0.03 99.53 98156 | 1 0.01 99.54 98158 | 1 0.01 99.55 99002 | 1 0.01 99.56 99006 | 2 0.02 99.58 99014 | 1 0.01 99.59 99026 | 4 0.04 99.63 99028 | 1 0.01 99.64 99031 | 1 0.01 99.65 99036 | 1 0.01 99.66 99056 | 1 0.01 99.67 99074 | 1 0.01 99.68 99080 | 2 0.02 99.70 99089 | 3 0.03 99.73 99090 | 3 0.03 99.76 99098 | 1 0.01 99.77 99114 | 1 0.01 99.78 99133 | 10 0.10 99.88 99167 | 1 0.01 99.89 99189 | 2 0.02 99.91 99221 | 1 0.01 99.92 99224 | 6 0.06 99.98 99980 | 2 0.02 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016