Frequencies for first 10,000 rows of med5 variable in namcs2005 dataset : medication | Freq. Percent Cum. ------------+----------------------------------- 3 | 1 0.01 0.01 8 | 1 0.01 0.02 22 | 4 0.04 0.06 28 | 1 0.01 0.07 37 | 1 0.01 0.08 39 | 1 0.01 0.09 42 | 16 0.16 0.25 48 | 3 0.03 0.28 76 | 1 0.01 0.29 100 | 34 0.34 0.63 101 | 1 0.01 0.64 102 | 1 0.01 0.65 117 | 1 0.01 0.66 123 | 1 0.01 0.67 141 | 1 0.01 0.68 161 | 1 0.01 0.69 169 | 1 0.01 0.70 184 | 1 0.01 0.71 206 | 8 0.08 0.79 209 | 1 0.01 0.80 251 | 1 0.01 0.81 254 | 1 0.01 0.82 274 | 1 0.01 0.83 303 | 1 0.01 0.84 313 | 1 0.01 0.85 317 | 2 0.02 0.87 540 | 1 0.01 0.88 597 | 5 0.05 0.93 830 | 6 0.06 0.99 1002 | 18 0.18 1.17 1017 | 1 0.01 1.18 1019 | 1 0.01 1.19 1030 | 3 0.03 1.22 1034 | 10 0.10 1.32 1036 | 1 0.01 1.33 1044 | 3 0.03 1.36 1055 | 1 0.01 1.37 1056 | 1 0.01 1.38 1057 | 3 0.03 1.41 1062 | 2 0.02 1.43 1073 | 2 0.02 1.45 1076 | 1 0.01 1.46 1084 | 1 0.01 1.47 1094 | 1 0.01 1.48 1117 | 1 0.01 1.49 1124 | 2 0.02 1.51 1146 | 1 0.01 1.52 1153 | 1 0.01 1.53 1166 | 1 0.01 1.54 1167 | 1 0.01 1.55 1171 | 1 0.01 1.56 1206 | 1 0.01 1.57 1207 | 1 0.01 1.58 1214 | 1 0.01 1.59 1236 | 1 0.01 1.60 1263 | 1 0.01 1.61 1281 | 1 0.01 1.62 1285 | 1 0.01 1.63 1530 | 2 0.02 1.65 1630 | 1 0.01 1.66 1960 | 1 0.01 1.67 2013 | 6 0.06 1.73 2014 | 2 0.02 1.75 2016 | 7 0.07 1.82 2023 | 1 0.01 1.83 2036 | 1 0.01 1.84 2059 | 1 0.01 1.85 2119 | 12 0.12 1.97 2128 | 2 0.02 1.99 2143 | 1 0.01 2.00 2203 | 1 0.01 2.01 2213 | 2 0.02 2.03 2223 | 10 0.10 2.13 2231 | 1 0.01 2.14 2247 | 1 0.01 2.15 2250 | 2 0.02 2.17 2279 | 3 0.03 2.20 2297 | 1 0.01 2.21 2373 | 3 0.03 2.24 2396 | 2 0.02 2.26 2805 | 14 0.14 2.40 2875 | 1 0.01 2.41 2900 | 6 0.06 2.47 2982 | 3 0.03 2.50 2995 | 1 0.01 2.51 3071 | 1 0.01 2.52 3080 | 1 0.01 2.53 3101 | 1 0.01 2.54 3105 | 4 0.04 2.58 3106 | 1 0.01 2.59 3141 | 2 0.02 2.61 3148 | 1 0.01 2.62 3181 | 1 0.01 2.63 3184 | 4 0.04 2.67 3187 | 9 0.09 2.76 3211 | 4 0.04 2.80 3217 | 1 0.01 2.81 3298 | 1 0.01 2.82 3306 | 1 0.01 2.83 3423 | 2 0.02 2.85 3430 | 1 0.01 2.86 3438 | 2 0.02 2.88 3905 | 1 0.01 2.89 4000 | 1 0.01 2.90 4002 | 1 0.01 2.91 4012 | 1 0.01 2.92 4021 | 1 0.01 2.93 4042 | 3 0.03 2.96 4051 | 3 0.03 2.99 4063 | 1 0.01 3.00 4072 | 1 0.01 3.01 4097 | 1 0.01 3.02 4109 | 1 0.01 3.03 4114 | 5 0.05 3.08 4156 | 2 0.02 3.10 4173 | 1 0.01 3.11 4196 | 2 0.02 3.13 4345 | 1 0.01 3.14 4368 | 1 0.01 3.15 4380 | 1 0.01 3.16 4446 | 1 0.01 3.17 4461 | 1 0.01 3.18 4664 | 1 0.01 3.19 5033 | 2 0.02 3.21 5051 | 1 0.01 3.22 5057 | 1 0.01 3.23 5062 | 1 0.01 3.24 5067 | 1 0.01 3.25 5070 | 1 0.01 3.26 5089 | 1 0.01 3.27 5250 | 1 0.01 3.28 5254 | 1 0.01 3.29 5415 | 16 0.16 3.45 5789 | 3 0.03 3.48 5810 | 1 0.01 3.49 5895 | 3 0.03 3.52 6100 | 2 0.02 3.54 6125 | 1 0.01 3.55 6620 | 1 0.01 3.56 6825 | 1 0.01 3.57 6985 | 4 0.04 3.61 6990 | 1 0.01 3.62 7105 | 1 0.01 3.63 7250 | 1 0.01 3.64 7265 | 4 0.04 3.68 7315 | 1 0.01 3.69 7543 | 1 0.01 3.70 7760 | 1 0.01 3.71 7930 | 11 0.11 3.82 8090 | 1 0.01 3.83 8440 | 1 0.01 3.84 8470 | 6 0.06 3.90 8475 | 1 0.01 3.91 8585 | 2 0.02 3.93 8665 | 1 0.01 3.94 8835 | 1 0.01 3.95 8836 | 3 0.03 3.98 8865 | 1 0.01 3.99 9370 | 1 0.01 4.00 9545 | 2 0.02 4.02 9585 | 2 0.02 4.04 9990 | 2 0.02 4.06 9995 | 1 0.01 4.07 10355 | 1 0.01 4.08 10730 | 1 0.01 4.09 10815 | 5 0.05 4.14 10918 | 3 0.03 4.17 10975 | 6 0.06 4.23 11065 | 4 0.04 4.27 11395 | 1 0.01 4.28 11548 | 1 0.01 4.29 11738 | 1 0.01 4.30 11740 | 2 0.02 4.32 11745 | 2 0.02 4.34 12490 | 1 0.01 4.35 12635 | 5 0.05 4.40 12865 | 7 0.07 4.47 13118 | 6 0.06 4.53 13205 | 1 0.01 4.54 13220 | 1 0.01 4.55 13550 | 1 0.01 4.56 13553 | 2 0.02 4.58 14727 | 2 0.02 4.60 14840 | 1 0.01 4.61 14930 | 10 0.10 4.71 14955 | 4 0.04 4.75 14965 | 1 0.01 4.76 15307 | 2 0.02 4.78 15395 | 4 0.04 4.82 15545 | 1 0.01 4.83 15600 | 1 0.01 4.84 15685 | 1 0.01 4.85 16105 | 5 0.05 4.90 16475 | 2 0.02 4.92 16505 | 1 0.01 4.93 16710 | 2 0.02 4.95 16975 | 1 0.01 4.96 17115 | 6 0.06 5.02 17165 | 18 0.18 5.20 17365 | 2 0.02 5.22 17883 | 3 0.03 5.25 17885 | 4 0.04 5.29 17888 | 2 0.02 5.31 18080 | 5 0.05 5.36 18100 | 1 0.01 5.37 18130 | 1 0.01 5.38 18195 | 1 0.01 5.39 18395 | 1 0.01 5.40 18498 | 1 0.01 5.41 18523 | 2 0.02 5.43 18555 | 1 0.01 5.44 18640 | 2 0.02 5.46 18930 | 1 0.01 5.47 18985 | 1 0.01 5.48 19090 | 1 0.01 5.49 19218 | 8 0.08 5.57 19233 | 1 0.01 5.58 19375 | 1 0.01 5.59 19675 | 8 0.08 5.67 19785 | 7 0.07 5.74 19790 | 1 0.01 5.75 19840 | 2 0.02 5.77 19850 | 1 0.01 5.78 20290 | 3 0.03 5.81 20730 | 2 0.02 5.83 20885 | 2 0.02 5.85 21130 | 1 0.01 5.86 21160 | 4 0.04 5.90 21185 | 1 0.01 5.91 21203 | 2 0.02 5.93 21513 | 3 0.03 5.96 21670 | 1 0.01 5.97 22090 | 1 0.01 5.98 22110 | 4 0.04 6.02 22210 | 1 0.01 6.03 22287 | 2 0.02 6.05 22303 | 1 0.01 6.06 22520 | 1 0.01 6.07 22578 | 1 0.01 6.08 22810 | 1 0.01 6.09 23120 | 1 0.01 6.10 23228 | 1 0.01 6.11 23385 | 4 0.04 6.15 23390 | 1 0.01 6.16 23755 | 2 0.02 6.18 23798 | 1 0.01 6.19 23845 | 1 0.01 6.20 23970 | 1 0.01 6.21 24355 | 2 0.02 6.23 24405 | 1 0.01 6.24 24650 | 1 0.01 6.25 24653 | 2 0.02 6.27 24830 | 1 0.01 6.28 24890 | 7 0.07 6.35 24950 | 4 0.04 6.39 25078 | 2 0.02 6.41 25365 | 2 0.02 6.43 25638 | 5 0.05 6.48 25674 | 3 0.03 6.51 25810 | 1 0.01 6.52 26255 | 2 0.02 6.54 26475 | 1 0.01 6.55 26785 | 1 0.01 6.56 26830 | 3 0.03 6.59 26835 | 1 0.01 6.60 26860 | 1 0.01 6.61 27368 | 1 0.01 6.62 27545 | 1 0.01 6.63 27840 | 1 0.01 6.64 27855 | 2 0.02 6.66 28350 | 1 0.01 6.67 28825 | 2 0.02 6.69 29250 | 4 0.04 6.73 29498 | 1 0.01 6.74 29705 | 1 0.01 6.75 29865 | 1 0.01 6.76 29998 | 1 0.01 6.77 30395 | 19 0.19 6.96 30553 | 2 0.02 6.98 30756 | 2 0.02 7.00 30782 | 3 0.03 7.03 31015 | 1 0.01 7.04 31045 | 1 0.01 7.05 31219 | 1 0.01 7.06 31455 | 1 0.01 7.07 31542 | 1 0.01 7.08 31725 | 1 0.01 7.09 31845 | 1 0.01 7.10 31997 | 8 0.08 7.18 32013 | 1 0.01 7.19 32195 | 2 0.02 7.21 32438 | 1 0.01 7.22 32735 | 1 0.01 7.23 32855 | 2 0.02 7.25 32905 | 9 0.09 7.34 32960 | 1 0.01 7.35 33355 | 1 0.01 7.36 33858 | 4 0.04 7.40 34110 | 4 0.04 7.44 34425 | 2 0.02 7.46 34495 | 2 0.02 7.48 34510 | 1 0.01 7.49 34520 | 7 0.07 7.56 34565 | 3 0.03 7.59 34575 | 4 0.04 7.63 34625 | 4 0.04 7.67 34642 | 1 0.01 7.68 34725 | 2 0.02 7.70 34775 | 2 0.02 7.72 34855 | 1 0.01 7.73 35023 | 7 0.07 7.80 35224 | 5 0.05 7.85 35341 | 1 0.01 7.86 35420 | 1 0.01 7.87 35580 | 1 0.01 7.88 40285 | 1 0.01 7.89 40520 | 2 0.02 7.91 40580 | 1 0.01 7.92 41780 | 7 0.07 7.99 41800 | 18 0.18 8.17 41850 | 3 0.03 8.20 60185 | 1 0.01 8.21 60205 | 1 0.01 8.22 60270 | 1 0.01 8.23 60595 | 1 0.01 8.24 60695 | 1 0.01 8.25 60700 | 4 0.04 8.29 60735 | 10 0.10 8.39 60775 | 5 0.05 8.44 60790 | 2 0.02 8.46 60795 | 1 0.01 8.47 60835 | 1 0.01 8.48 61045 | 1 0.01 8.49 61160 | 5 0.05 8.54 61565 | 4 0.04 8.58 61605 | 12 0.12 8.70 61625 | 1 0.01 8.71 89020 | 1 0.01 8.72 89025 | 1 0.01 8.73 89038 | 1 0.01 8.74 90000 | 8,466 84.66 93.40 91000 | 1 0.01 93.41 91015 | 1 0.01 93.42 91036 | 1 0.01 93.43 91039 | 3 0.03 93.46 91043 | 7 0.07 93.53 91058 | 1 0.01 93.54 91061 | 1 0.01 93.55 91062 | 1 0.01 93.56 91063 | 10 0.10 93.66 91066 | 1 0.01 93.67 91070 | 1 0.01 93.68 91072 | 5 0.05 93.73 91074 | 5 0.05 93.78 91079 | 1 0.01 93.79 91081 | 6 0.06 93.85 91088 | 10 0.10 93.95 91096 | 1 0.01 93.96 91099 | 4 0.04 94.00 92000 | 1 0.01 94.01 92003 | 4 0.04 94.05 92006 | 2 0.02 94.07 92012 | 2 0.02 94.09 92016 | 1 0.01 94.10 92025 | 1 0.01 94.11 92051 | 1 0.01 94.12 92055 | 1 0.01 94.13 92057 | 1 0.01 94.14 92061 | 2 0.02 94.16 92076 | 4 0.04 94.20 92080 | 1 0.01 94.21 92120 | 1 0.01 94.22 92131 | 2 0.02 94.24 92138 | 1 0.01 94.25 92140 | 1 0.01 94.26 92143 | 1 0.01 94.27 92145 | 1 0.01 94.28 92157 | 1 0.01 94.29 92159 | 2 0.02 94.31 92163 | 1 0.01 94.32 92164 | 17 0.17 94.49 92175 | 1 0.01 94.50 92180 | 4 0.04 94.54 93016 | 1 0.01 94.55 93022 | 1 0.01 94.56 93038 | 1 0.01 94.57 93062 | 2 0.02 94.59 93089 | 1 0.01 94.60 93090 | 1 0.01 94.61 93124 | 1 0.01 94.62 93127 | 1 0.01 94.63 93156 | 24 0.24 94.87 93173 | 1 0.01 94.88 93179 | 2 0.02 94.90 93181 | 18 0.18 95.08 93183 | 5 0.05 95.13 93187 | 16 0.16 95.29 93197 | 2 0.02 95.31 93203 | 1 0.01 95.32 93210 | 2 0.02 95.34 93212 | 4 0.04 95.38 93224 | 5 0.05 95.43 93231 | 2 0.02 95.45 93256 | 15 0.15 95.60 93305 | 8 0.08 95.68 93311 | 1 0.01 95.69 93347 | 5 0.05 95.74 93348 | 1 0.01 95.75 93352 | 1 0.01 95.76 93372 | 1 0.01 95.77 93394 | 1 0.01 95.78 93422 | 1 0.01 95.79 93981 | 1 0.01 95.80 94001 | 1 0.01 95.81 94025 | 1 0.01 95.82 94052 | 1 0.01 95.83 94070 | 4 0.04 95.87 94075 | 2 0.02 95.89 94099 | 9 0.09 95.98 94103 | 1 0.01 95.99 94114 | 2 0.02 96.01 94125 | 3 0.03 96.04 94126 | 1 0.01 96.05 94133 | 1 0.01 96.06 94154 | 2 0.02 96.08 94174 | 1 0.01 96.09 94179 | 1 0.01 96.10 95005 | 10 0.10 96.20 95016 | 1 0.01 96.21 95023 | 1 0.01 96.22 95045 | 1 0.01 96.23 95050 | 3 0.03 96.26 95054 | 1 0.01 96.27 95057 | 1 0.01 96.28 95064 | 1 0.01 96.29 95072 | 1 0.01 96.30 95080 | 1 0.01 96.31 95111 | 6 0.06 96.37 95122 | 11 0.11 96.48 95133 | 11 0.11 96.59 95142 | 1 0.01 96.60 95144 | 2 0.02 96.62 95152 | 12 0.12 96.74 95160 | 1 0.01 96.75 95173 | 1 0.01 96.76 95181 | 1 0.01 96.77 95183 | 18 0.18 96.95 96008 | 1 0.01 96.96 96020 | 4 0.04 97.00 96021 | 1 0.01 97.01 96022 | 6 0.06 97.07 96041 | 1 0.01 97.08 96043 | 2 0.02 97.10 96044 | 1 0.01 97.11 96055 | 1 0.01 97.12 96072 | 1 0.01 97.13 96091 | 8 0.08 97.21 96109 | 4 0.04 97.25 96125 | 1 0.01 97.26 96138 | 4 0.04 97.30 96167 | 1 0.01 97.31 96169 | 1 0.01 97.32 96173 | 2 0.02 97.34 96174 | 11 0.11 97.45 96176 | 1 0.01 97.46 97016 | 4 0.04 97.50 97017 | 1 0.01 97.51 97018 | 1 0.01 97.52 97019 | 1 0.01 97.53 97020 | 48 0.48 98.01 97034 | 1 0.01 98.02 97035 | 2 0.02 98.04 97036 | 7 0.07 98.11 97045 | 2 0.02 98.13 97056 | 3 0.03 98.16 97105 | 3 0.03 98.19 97111 | 1 0.01 98.20 97113 | 2 0.02 98.22 97126 | 3 0.03 98.25 97129 | 1 0.01 98.26 97142 | 3 0.03 98.29 97145 | 1 0.01 98.30 97159 | 1 0.01 98.31 97168 | 2 0.02 98.33 97170 | 4 0.04 98.37 97174 | 2 0.02 98.39 98006 | 3 0.03 98.42 98008 | 1 0.01 98.43 98022 | 2 0.02 98.45 98038 | 13 0.13 98.58 98041 | 6 0.06 98.64 98043 | 1 0.01 98.65 98046 | 1 0.01 98.66 98054 | 1 0.01 98.67 98065 | 1 0.01 98.68 98085 | 2 0.02 98.70 98086 | 11 0.11 98.81 98095 | 1 0.01 98.82 98101 | 2 0.02 98.84 98104 | 1 0.01 98.85 98114 | 1 0.01 98.86 98115 | 2 0.02 98.88 98139 | 1 0.01 98.89 98143 | 1 0.01 98.90 98158 | 6 0.06 98.96 99002 | 9 0.09 99.05 99006 | 1 0.01 99.06 99008 | 3 0.03 99.09 99013 | 1 0.01 99.10 99015 | 1 0.01 99.11 99026 | 8 0.08 99.19 99028 | 1 0.01 99.20 99030 | 4 0.04 99.24 99036 | 3 0.03 99.27 99057 | 1 0.01 99.28 99059 | 1 0.01 99.29 99060 | 2 0.02 99.31 99080 | 2 0.02 99.33 99089 | 3 0.03 99.36 99090 | 5 0.05 99.41 99098 | 1 0.01 99.42 99105 | 1 0.01 99.43 99106 | 2 0.02 99.45 99133 | 24 0.24 99.69 99189 | 3 0.03 99.72 99214 | 3 0.03 99.75 99224 | 1 0.01 99.76 99980 | 13 0.13 99.89 99999 | 11 0.11 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016