Frequencies for first 10,000 rows of med7 variable in nhamcsopd2008 dataset : medication | Freq. Percent Cum. ------------+----------------------------------- -9 | 8,779 87.79 87.79 00004 | 1 0.01 87.80 00022 | 8 0.08 87.88 00042 | 6 0.06 87.94 00048 | 1 0.01 87.95 00078 | 1 0.01 87.96 00100 | 20 0.20 88.16 00109 | 1 0.01 88.17 00184 | 1 0.01 88.18 00198 | 1 0.01 88.19 00254 | 2 0.02 88.21 00274 | 3 0.03 88.24 00313 | 1 0.01 88.25 00316 | 1 0.01 88.26 00560 | 1 0.01 88.27 00570 | 2 0.02 88.29 00597 | 1 0.01 88.30 00830 | 1 0.01 88.31 01002 | 9 0.09 88.40 01008 | 1 0.01 88.41 01030 | 5 0.05 88.46 01034 | 10 0.10 88.56 01043 | 1 0.01 88.57 01062 | 1 0.01 88.58 01117 | 1 0.01 88.59 01154 | 1 0.01 88.60 01161 | 1 0.01 88.61 01206 | 1 0.01 88.62 01214 | 8 0.08 88.70 01235 | 1 0.01 88.71 01253 | 1 0.01 88.72 01271 | 1 0.01 88.73 01285 | 1 0.01 88.74 01530 | 2 0.02 88.76 01630 | 2 0.02 88.78 01865 | 2 0.02 88.80 02013 | 2 0.02 88.82 02042 | 1 0.01 88.83 02079 | 1 0.01 88.84 02119 | 7 0.07 88.91 02158 | 1 0.01 88.92 02209 | 4 0.04 88.96 02213 | 1 0.01 88.97 02223 | 7 0.07 89.04 02273 | 1 0.01 89.05 02292 | 1 0.01 89.06 02293 | 1 0.01 89.07 02367 | 1 0.01 89.08 02376 | 1 0.01 89.09 02382 | 1 0.01 89.10 02805 | 24 0.24 89.34 02875 | 1 0.01 89.35 02940 | 1 0.01 89.36 03057 | 1 0.01 89.37 03080 | 1 0.01 89.38 03123 | 1 0.01 89.39 03139 | 1 0.01 89.40 03184 | 1 0.01 89.41 03187 | 2 0.02 89.43 03188 | 1 0.01 89.44 03306 | 3 0.03 89.47 03381 | 1 0.01 89.48 03421 | 1 0.01 89.49 03430 | 3 0.03 89.52 03905 | 3 0.03 89.55 04000 | 1 0.01 89.56 04042 | 2 0.02 89.58 04051 | 4 0.04 89.62 04058 | 1 0.01 89.63 04063 | 1 0.01 89.64 04071 | 1 0.01 89.65 04079 | 1 0.01 89.66 04114 | 1 0.01 89.67 04129 | 1 0.01 89.68 04143 | 1 0.01 89.69 04219 | 1 0.01 89.70 04307 | 1 0.01 89.71 04370 | 1 0.01 89.72 04423 | 2 0.02 89.74 04489 | 1 0.01 89.75 04503 | 1 0.01 89.76 04589 | 1 0.01 89.77 05012 | 1 0.01 89.78 05024 | 5 0.05 89.83 05035 | 1 0.01 89.84 05072 | 2 0.02 89.86 05097 | 6 0.06 89.92 05162 | 1 0.01 89.93 05174 | 1 0.01 89.94 05244 | 1 0.01 89.95 05264 | 2 0.02 89.97 05327 | 1 0.01 89.98 05415 | 7 0.07 90.05 05630 | 1 0.01 90.06 05995 | 3 0.03 90.09 06002 | 2 0.02 90.11 06100 | 2 0.02 90.13 06102 | 1 0.01 90.14 06121 | 2 0.02 90.16 06125 | 1 0.01 90.17 06151 | 1 0.01 90.18 06164 | 1 0.01 90.19 06183 | 1 0.01 90.20 06192 | 1 0.01 90.21 06193 | 2 0.02 90.23 06839 | 1 0.01 90.24 06930 | 1 0.01 90.25 06980 | 4 0.04 90.29 06985 | 6 0.06 90.35 06990 | 1 0.01 90.36 07019 | 1 0.01 90.37 07106 | 1 0.01 90.38 07150 | 1 0.01 90.39 07265 | 2 0.02 90.41 07275 | 1 0.01 90.42 07412 | 1 0.01 90.43 07463 | 1 0.01 90.44 07481 | 1 0.01 90.45 07543 | 1 0.01 90.46 07795 | 1 0.01 90.47 07930 | 5 0.05 90.52 07997 | 1 0.01 90.53 08149 | 4 0.04 90.57 08238 | 1 0.01 90.58 08245 | 1 0.01 90.59 08342 | 1 0.01 90.60 08420 | 1 0.01 90.61 08440 | 1 0.01 90.62 08470 | 5 0.05 90.67 08535 | 1 0.01 90.68 08546 | 1 0.01 90.69 08585 | 2 0.02 90.71 08631 | 1 0.01 90.72 09020 | 1 0.01 90.73 09545 | 3 0.03 90.76 09600 | 1 0.01 90.77 10087 | 2 0.02 90.79 10575 | 1 0.01 90.80 11065 | 2 0.02 90.82 11390 | 1 0.01 90.83 11548 | 1 0.01 90.84 11660 | 1 0.01 90.85 11665 | 4 0.04 90.89 12285 | 1 0.01 90.90 12490 | 3 0.03 90.93 12585 | 2 0.02 90.95 12635 | 6 0.06 91.01 12865 | 8 0.08 91.09 13118 | 10 0.10 91.19 13790 | 1 0.01 91.20 13800 | 1 0.01 91.21 14240 | 5 0.05 91.26 14727 | 1 0.01 91.27 14930 | 3 0.03 91.30 14955 | 1 0.01 91.31 14965 | 1 0.01 91.32 15395 | 4 0.04 91.36 15520 | 1 0.01 91.37 15555 | 1 0.01 91.38 15575 | 1 0.01 91.39 15590 | 1 0.01 91.40 15600 | 1 0.01 91.41 15680 | 4 0.04 91.45 15870 | 6 0.06 91.51 16105 | 3 0.03 91.54 16455 | 1 0.01 91.55 16710 | 1 0.01 91.56 16970 | 1 0.01 91.57 16975 | 1 0.01 91.58 17115 | 2 0.02 91.60 17165 | 22 0.22 91.82 17365 | 1 0.01 91.83 17370 | 7 0.07 91.90 17450 | 1 0.01 91.91 17475 | 1 0.01 91.92 17485 | 3 0.03 91.95 17834 | 1 0.01 91.96 17865 | 1 0.01 91.97 17885 | 2 0.02 91.99 17888 | 1 0.01 92.00 18080 | 1 0.01 92.01 18130 | 1 0.01 92.02 18190 | 1 0.01 92.03 18498 | 1 0.01 92.04 18520 | 1 0.01 92.05 18523 | 1 0.01 92.06 18555 | 1 0.01 92.07 18985 | 1 0.01 92.08 19090 | 1 0.01 92.09 19180 | 2 0.02 92.11 19208 | 1 0.01 92.12 19218 | 12 0.12 92.24 19242 | 2 0.02 92.26 19360 | 1 0.01 92.27 19650 | 1 0.01 92.28 19675 | 3 0.03 92.31 19785 | 5 0.05 92.36 19790 | 2 0.02 92.38 19840 | 10 0.10 92.48 19925 | 1 0.01 92.49 20010 | 1 0.01 92.50 20285 | 1 0.01 92.51 20290 | 2 0.02 92.53 20820 | 1 0.01 92.54 21010 | 1 0.01 92.55 21160 | 2 0.02 92.57 21195 | 1 0.01 92.58 21403 | 2 0.02 92.60 21695 | 2 0.02 92.62 21995 | 1 0.01 92.63 22025 | 2 0.02 92.65 22110 | 3 0.03 92.68 22303 | 5 0.05 92.73 22315 | 8 0.08 92.81 22323 | 1 0.01 92.82 22643 | 1 0.01 92.83 23385 | 6 0.06 92.89 23430 | 1 0.01 92.90 23755 | 1 0.01 92.91 23798 | 1 0.01 92.92 23845 | 1 0.01 92.93 24015 | 2 0.02 92.95 24045 | 1 0.01 92.96 24355 | 1 0.01 92.97 24405 | 2 0.02 92.99 24590 | 1 0.01 93.00 24650 | 5 0.05 93.05 24653 | 1 0.01 93.06 24685 | 1 0.01 93.07 24850 | 1 0.01 93.08 24890 | 6 0.06 93.14 25213 | 1 0.01 93.15 25240 | 1 0.01 93.16 25638 | 1 0.01 93.17 25674 | 5 0.05 93.22 26255 | 2 0.02 93.24 26453 | 1 0.01 93.25 26760 | 1 0.01 93.26 26830 | 1 0.01 93.27 26870 | 1 0.01 93.28 27708 | 2 0.02 93.30 27785 | 2 0.02 93.32 27795 | 1 0.01 93.33 27816 | 1 0.01 93.34 28350 | 2 0.02 93.36 28455 | 3 0.03 93.39 28495 | 4 0.04 93.43 28825 | 1 0.01 93.44 29250 | 5 0.05 93.49 29533 | 1 0.01 93.50 29645 | 1 0.01 93.51 30395 | 6 0.06 93.57 30730 | 1 0.01 93.58 30756 | 1 0.01 93.59 30880 | 1 0.01 93.60 31025 | 1 0.01 93.61 31590 | 1 0.01 93.62 31728 | 1 0.01 93.63 31740 | 1 0.01 93.64 31997 | 2 0.02 93.66 32195 | 1 0.01 93.67 32905 | 6 0.06 93.73 33555 | 2 0.02 93.75 33573 | 1 0.01 93.76 33843 | 1 0.01 93.77 33858 | 1 0.01 93.78 34110 | 8 0.08 93.86 34160 | 1 0.01 93.87 34425 | 2 0.02 93.89 34495 | 6 0.06 93.95 34520 | 2 0.02 93.97 34565 | 6 0.06 94.03 34575 | 4 0.04 94.07 34775 | 6 0.06 94.13 35023 | 4 0.04 94.17 35060 | 1 0.01 94.18 35224 | 2 0.02 94.20 35240 | 1 0.01 94.21 35245 | 1 0.01 94.22 35350 | 1 0.01 94.23 40285 | 4 0.04 94.27 40610 | 1 0.01 94.28 41115 | 3 0.03 94.31 41780 | 5 0.05 94.36 41800 | 4 0.04 94.40 41850 | 1 0.01 94.41 41855 | 1 0.01 94.42 41865 | 1 0.01 94.43 42425 | 1 0.01 94.44 42985 | 1 0.01 94.45 60115 | 1 0.01 94.46 60205 | 1 0.01 94.47 60270 | 1 0.01 94.48 60700 | 1 0.01 94.49 60735 | 2 0.02 94.51 60790 | 1 0.01 94.52 60835 | 1 0.01 94.53 61045 | 2 0.02 94.55 61160 | 1 0.01 94.56 61495 | 1 0.01 94.57 61570 | 4 0.04 94.61 61605 | 5 0.05 94.66 89038 | 1 0.01 94.67 89067 | 3 0.03 94.70 89071 | 2 0.02 94.72 91000 | 3 0.03 94.75 91002 | 1 0.01 94.76 91039 | 1 0.01 94.77 91043 | 10 0.10 94.87 91063 | 13 0.13 95.00 91072 | 2 0.02 95.02 91074 | 1 0.01 95.03 91079 | 1 0.01 95.04 91081 | 6 0.06 95.10 91088 | 7 0.07 95.17 91096 | 4 0.04 95.21 91099 | 1 0.01 95.22 92003 | 2 0.02 95.24 92012 | 1 0.01 95.25 92024 | 1 0.01 95.26 92055 | 1 0.01 95.27 92057 | 2 0.02 95.29 92061 | 1 0.01 95.30 92076 | 5 0.05 95.35 92078 | 3 0.03 95.38 92105 | 13 0.13 95.51 92116 | 1 0.01 95.52 92120 | 1 0.01 95.53 92124 | 1 0.01 95.54 92126 | 2 0.02 95.56 92128 | 1 0.01 95.57 92131 | 1 0.01 95.58 92138 | 1 0.01 95.59 92146 | 2 0.02 95.61 92149 | 1 0.01 95.62 92161 | 3 0.03 95.65 92164 | 23 0.23 95.88 92180 | 3 0.03 95.91 93016 | 1 0.01 95.92 93062 | 6 0.06 95.98 93113 | 1 0.01 95.99 93127 | 1 0.01 96.00 93156 | 16 0.16 96.16 93179 | 3 0.03 96.19 93180 | 1 0.01 96.20 93181 | 10 0.10 96.30 93183 | 8 0.08 96.38 93187 | 12 0.12 96.50 93193 | 2 0.02 96.52 93197 | 1 0.01 96.53 93211 | 2 0.02 96.55 93212 | 2 0.02 96.57 93213 | 2 0.02 96.59 93214 | 1 0.01 96.60 93223 | 1 0.01 96.61 93224 | 3 0.03 96.64 93226 | 2 0.02 96.66 93231 | 3 0.03 96.69 93237 | 12 0.12 96.81 93256 | 1 0.01 96.82 93257 | 3 0.03 96.85 93258 | 2 0.02 96.87 93305 | 3 0.03 96.90 93337 | 5 0.05 96.95 93345 | 1 0.01 96.96 93347 | 5 0.05 97.01 93352 | 1 0.01 97.02 93355 | 1 0.01 97.03 93373 | 1 0.01 97.04 93396 | 5 0.05 97.09 94031 | 1 0.01 97.10 94035 | 2 0.02 97.12 94053 | 1 0.01 97.13 94070 | 2 0.02 97.15 94074 | 1 0.01 97.16 94080 | 1 0.01 97.17 94090 | 1 0.01 97.18 94099 | 7 0.07 97.25 94103 | 1 0.01 97.26 94114 | 3 0.03 97.29 94117 | 1 0.01 97.30 94126 | 1 0.01 97.31 94131 | 1 0.01 97.32 94154 | 1 0.01 97.33 94158 | 1 0.01 97.34 94174 | 1 0.01 97.35 94179 | 1 0.01 97.36 94188 | 5 0.05 97.41 95005 | 4 0.04 97.45 95016 | 1 0.01 97.46 95017 | 1 0.01 97.47 95050 | 2 0.02 97.49 95052 | 1 0.01 97.50 95061 | 1 0.01 97.51 95069 | 1 0.01 97.52 95092 | 3 0.03 97.55 95103 | 1 0.01 97.56 95111 | 2 0.02 97.58 95115 | 1 0.01 97.59 95119 | 1 0.01 97.60 95122 | 10 0.10 97.70 95133 | 14 0.14 97.84 95142 | 1 0.01 97.85 95152 | 2 0.02 97.87 95171 | 1 0.01 97.88 95174 | 2 0.02 97.90 95181 | 2 0.02 97.92 95182 | 1 0.01 97.93 95183 | 5 0.05 97.98 96020 | 3 0.03 98.01 96022 | 4 0.04 98.05 96027 | 1 0.01 98.06 96038 | 1 0.01 98.07 96041 | 4 0.04 98.11 96043 | 2 0.02 98.13 96045 | 2 0.02 98.15 96060 | 3 0.03 98.18 96066 | 1 0.01 98.19 96083 | 1 0.01 98.20 96086 | 4 0.04 98.24 96091 | 1 0.01 98.25 96122 | 3 0.03 98.28 96130 | 2 0.02 98.30 96157 | 1 0.01 98.31 96167 | 1 0.01 98.32 96169 | 1 0.01 98.33 96174 | 2 0.02 98.35 97016 | 1 0.01 98.36 97017 | 4 0.04 98.40 97018 | 1 0.01 98.41 97020 | 19 0.19 98.60 97035 | 1 0.01 98.61 97036 | 4 0.04 98.65 97047 | 1 0.01 98.66 97073 | 2 0.02 98.68 97113 | 1 0.01 98.69 97126 | 3 0.03 98.72 97130 | 1 0.01 98.73 97133 | 1 0.01 98.74 97142 | 7 0.07 98.81 97145 | 3 0.03 98.84 97150 | 1 0.01 98.85 97157 | 1 0.01 98.86 97159 | 2 0.02 98.88 97168 | 7 0.07 98.95 98008 | 2 0.02 98.97 98010 | 3 0.03 99.00 98022 | 1 0.01 99.01 98030 | 1 0.01 99.02 98038 | 6 0.06 99.08 98041 | 3 0.03 99.11 98086 | 5 0.05 99.16 98115 | 1 0.01 99.17 98158 | 4 0.04 99.21 99002 | 2 0.02 99.23 99013 | 1 0.01 99.24 99018 | 1 0.01 99.25 99019 | 2 0.02 99.27 99026 | 2 0.02 99.29 99030 | 1 0.01 99.30 99046 | 1 0.01 99.31 99051 | 1 0.01 99.32 99056 | 2 0.02 99.34 99059 | 3 0.03 99.37 99074 | 4 0.04 99.41 99075 | 1 0.01 99.42 99080 | 1 0.01 99.43 99081 | 1 0.01 99.44 99089 | 1 0.01 99.45 99090 | 4 0.04 99.49 99098 | 2 0.02 99.51 99106 | 7 0.07 99.58 99123 | 1 0.01 99.59 99128 | 1 0.01 99.60 99132 | 1 0.01 99.61 99133 | 19 0.19 99.80 99189 | 5 0.05 99.85 99216 | 1 0.01 99.86 99218 | 1 0.01 99.87 99224 | 3 0.03 99.90 99980 | 1 0.01 99.91 99999 | 9 0.09 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016