Frequencies for first 10,000 rows of a03220 variable in zipcode2015 dataset : Educator | expenses | amount | 1040:23 / | 1040A:16 | Freq. Percent Cum. ------------+----------------------------------- 0 | 6,270 62.70 62.70 4 | 31 0.31 63.01 5 | 252 2.52 65.53 6 | 350 3.50 69.03 7 | 304 3.04 72.07 8 | 309 3.09 75.16 9 | 259 2.59 77.75 10 | 226 2.26 80.01 11 | 190 1.90 81.91 12 | 164 1.64 83.55 13 | 145 1.45 85.00 14 | 101 1.01 86.01 15 | 102 1.02 87.03 16 | 93 0.93 87.96 17 | 79 0.79 88.75 18 | 72 0.72 89.47 19 | 58 0.58 90.05 20 | 63 0.63 90.68 21 | 56 0.56 91.24 22 | 52 0.52 91.76 23 | 48 0.48 92.24 24 | 38 0.38 92.62 25 | 33 0.33 92.95 26 | 36 0.36 93.31 27 | 32 0.32 93.63 28 | 25 0.25 93.88 29 | 20 0.20 94.08 30 | 6 0.06 94.14 31 | 23 0.23 94.37 32 | 16 0.16 94.53 33 | 15 0.15 94.68 34 | 14 0.14 94.82 35 | 14 0.14 94.96 36 | 15 0.15 95.11 37 | 8 0.08 95.19 38 | 10 0.10 95.29 39 | 12 0.12 95.41 40 | 11 0.11 95.52 41 | 8 0.08 95.60 42 | 2 0.02 95.62 43 | 7 0.07 95.69 44 | 8 0.08 95.77 45 | 9 0.09 95.86 46 | 4 0.04 95.90 47 | 6 0.06 95.96 48 | 11 0.11 96.07 49 | 7 0.07 96.14 50 | 4 0.04 96.18 51 | 5 0.05 96.23 52 | 5 0.05 96.28 53 | 2 0.02 96.30 54 | 6 0.06 96.36 55 | 6 0.06 96.42 56 | 6 0.06 96.48 57 | 3 0.03 96.51 58 | 1 0.01 96.52 59 | 5 0.05 96.57 60 | 5 0.05 96.62 61 | 3 0.03 96.65 62 | 4 0.04 96.69 63 | 2 0.02 96.71 64 | 2 0.02 96.73 65 | 3 0.03 96.76 66 | 1 0.01 96.77 67 | 3 0.03 96.80 68 | 1 0.01 96.81 69 | 1 0.01 96.82 70 | 3 0.03 96.85 71 | 2 0.02 96.87 72 | 2 0.02 96.89 73 | 2 0.02 96.91 74 | 4 0.04 96.95 75 | 1 0.01 96.96 76 | 3 0.03 96.99 77 | 1 0.01 97.00 78 | 1 0.01 97.01 80 | 1 0.01 97.02 81 | 1 0.01 97.03 82 | 2 0.02 97.05 83 | 1 0.01 97.06 84 | 2 0.02 97.08 85 | 3 0.03 97.11 87 | 1 0.01 97.12 92 | 2 0.02 97.14 93 | 1 0.01 97.15 94 | 1 0.01 97.16 98 | 1 0.01 97.17 100 | 1 0.01 97.18 101 | 1 0.01 97.19 106 | 2 0.02 97.21 110 | 3 0.03 97.24 112 | 1 0.01 97.25 115 | 1 0.01 97.26 119 | 1 0.01 97.27 120 | 1 0.01 97.28 122 | 1 0.01 97.29 125 | 1 0.01 97.30 137 | 1 0.01 97.31 140 | 1 0.01 97.32 141 | 1 0.01 97.33 144 | 1 0.01 97.34 145 | 1 0.01 97.35 147 | 2 0.02 97.37 148 | 1 0.01 97.38 170 | 1 0.01 97.39 182 | 1 0.01 97.40 185 | 2 0.02 97.42 190 | 1 0.01 97.43 199 | 1 0.01 97.44 202 | 1 0.01 97.45 207 | 1 0.01 97.46 208 | 1 0.01 97.47 222 | 1 0.01 97.48 241 | 1 0.01 97.49 242 | 1 0.01 97.50 243 | 1 0.01 97.51 266 | 1 0.01 97.52 269 | 1 0.01 97.53 270 | 1 0.01 97.54 280 | 1 0.01 97.55 285 | 1 0.01 97.56 286 | 1 0.01 97.57 288 | 1 0.01 97.58 292 | 1 0.01 97.59 296 | 1 0.01 97.60 303 | 1 0.01 97.61 309 | 2 0.02 97.63 312 | 1 0.01 97.64 341 | 1 0.01 97.65 359 | 1 0.01 97.66 366 | 1 0.01 97.67 372 | 1 0.01 97.68 381 | 1 0.01 97.69 382 | 1 0.01 97.70 384 | 1 0.01 97.71 397 | 1 0.01 97.72 403 | 1 0.01 97.73 423 | 1 0.01 97.74 427 | 1 0.01 97.75 474 | 1 0.01 97.76 476 | 1 0.01 97.77 477 | 1 0.01 97.78 480 | 1 0.01 97.79 482 | 1 0.01 97.80 488 | 1 0.01 97.81 489 | 1 0.01 97.82 499 | 1 0.01 97.83 516 | 1 0.01 97.84 517 | 1 0.01 97.85 518 | 1 0.01 97.86 519 | 1 0.01 97.87 520 | 1 0.01 97.88 526 | 2 0.02 97.90 539 | 1 0.01 97.91 549 | 1 0.01 97.92 561 | 1 0.01 97.93 565 | 1 0.01 97.94 602 | 1 0.01 97.95 610 | 1 0.01 97.96 619 | 2 0.02 97.98 668 | 1 0.01 97.99 690 | 1 0.01 98.00 711 | 1 0.01 98.01 715 | 1 0.01 98.02 724 | 1 0.01 98.03 732 | 1 0.01 98.04 735 | 1 0.01 98.05 744 | 1 0.01 98.06 745 | 1 0.01 98.07 764 | 1 0.01 98.08 767 | 1 0.01 98.09 787 | 1 0.01 98.10 795 | 1 0.01 98.11 801 | 1 0.01 98.12 805 | 1 0.01 98.13 811 | 1 0.01 98.14 826 | 1 0.01 98.15 831 | 1 0.01 98.16 840 | 1 0.01 98.17 852 | 2 0.02 98.19 869 | 2 0.02 98.21 877 | 1 0.01 98.22 913 | 1 0.01 98.23 923 | 1 0.01 98.24 932 | 1 0.01 98.25 943 | 1 0.01 98.26 946 | 1 0.01 98.27 985 | 1 0.01 98.28 990 | 1 0.01 98.29 999 | 1 0.01 98.30 1002 | 1 0.01 98.31 1023 | 1 0.01 98.32 1038 | 1 0.01 98.33 1088 | 1 0.01 98.34 1126 | 1 0.01 98.35 1131 | 1 0.01 98.36 1155 | 1 0.01 98.37 1161 | 1 0.01 98.38 1214 | 1 0.01 98.39 1221 | 1 0.01 98.40 1231 | 1 0.01 98.41 1243 | 1 0.01 98.42 1293 | 1 0.01 98.43 1304 | 1 0.01 98.44 1312 | 1 0.01 98.45 1316 | 1 0.01 98.46 1322 | 1 0.01 98.47 1334 | 1 0.01 98.48 1359 | 1 0.01 98.49 1431 | 1 0.01 98.50 1446 | 1 0.01 98.51 1483 | 1 0.01 98.52 1486 | 1 0.01 98.53 1536 | 1 0.01 98.54 1573 | 1 0.01 98.55 1607 | 1 0.01 98.56 1612 | 1 0.01 98.57 1635 | 1 0.01 98.58 1644 | 1 0.01 98.59 1645 | 1 0.01 98.60 1653 | 1 0.01 98.61 1683 | 1 0.01 98.62 1692 | 1 0.01 98.63 1712 | 1 0.01 98.64 1734 | 1 0.01 98.65 1767 | 1 0.01 98.66 1777 | 1 0.01 98.67 1795 | 1 0.01 98.68 1807 | 1 0.01 98.69 1852 | 1 0.01 98.70 1927 | 1 0.01 98.71 1930 | 1 0.01 98.72 1953 | 1 0.01 98.73 1967 | 1 0.01 98.74 1972 | 1 0.01 98.75 1986 | 1 0.01 98.76 2098 | 1 0.01 98.77 2129 | 1 0.01 98.78 2159 | 1 0.01 98.79 2160 | 1 0.01 98.80 2168 | 1 0.01 98.81 2209 | 1 0.01 98.82 2219 | 1 0.01 98.83 2260 | 1 0.01 98.84 2298 | 1 0.01 98.85 2305 | 1 0.01 98.86 2318 | 1 0.01 98.87 2334 | 1 0.01 98.88 2353 | 1 0.01 98.89 2373 | 1 0.01 98.90 2390 | 1 0.01 98.91 2394 | 1 0.01 98.92 2436 | 1 0.01 98.93 2515 | 1 0.01 98.94 2561 | 1 0.01 98.95 2644 | 1 0.01 98.96 2655 | 1 0.01 98.97 2670 | 1 0.01 98.98 2714 | 1 0.01 98.99 2750 | 1 0.01 99.00 2753 | 1 0.01 99.01 2809 | 1 0.01 99.02 2840 | 1 0.01 99.03 2844 | 1 0.01 99.04 2864 | 1 0.01 99.05 2869 | 1 0.01 99.06 2876 | 1 0.01 99.07 2906 | 1 0.01 99.08 2962 | 1 0.01 99.09 2996 | 1 0.01 99.10 3004 | 1 0.01 99.11 3006 | 1 0.01 99.12 3020 | 1 0.01 99.13 3021 | 1 0.01 99.14 3025 | 1 0.01 99.15 3048 | 1 0.01 99.16 3064 | 1 0.01 99.17 3096 | 1 0.01 99.18 3216 | 1 0.01 99.19 3223 | 1 0.01 99.20 3237 | 1 0.01 99.21 3372 | 1 0.01 99.22 3428 | 1 0.01 99.23 3438 | 1 0.01 99.24 3460 | 1 0.01 99.25 3483 | 1 0.01 99.26 3515 | 1 0.01 99.27 3645 | 1 0.01 99.28 3673 | 1 0.01 99.29 3684 | 1 0.01 99.30 3693 | 1 0.01 99.31 3697 | 1 0.01 99.32 3915 | 1 0.01 99.33 3953 | 1 0.01 99.34 3973 | 1 0.01 99.35 4068 | 1 0.01 99.36 4069 | 1 0.01 99.37 4077 | 1 0.01 99.38 4084 | 1 0.01 99.39 4086 | 1 0.01 99.40 4162 | 1 0.01 99.41 4254 | 1 0.01 99.42 4389 | 1 0.01 99.43 4546 | 1 0.01 99.44 4770 | 1 0.01 99.45 4773 | 1 0.01 99.46 4895 | 1 0.01 99.47 4917 | 1 0.01 99.48 4960 | 2 0.02 99.50 5000 | 1 0.01 99.51 5079 | 1 0.01 99.52 5296 | 1 0.01 99.53 5312 | 1 0.01 99.54 5349 | 1 0.01 99.55 5359 | 1 0.01 99.56 5401 | 1 0.01 99.57 5700 | 1 0.01 99.58 5779 | 1 0.01 99.59 5849 | 1 0.01 99.60 6154 | 1 0.01 99.61 6232 | 1 0.01 99.62 6379 | 1 0.01 99.63 6488 | 1 0.01 99.64 6505 | 1 0.01 99.65 6533 | 1 0.01 99.66 6703 | 1 0.01 99.67 6764 | 1 0.01 99.68 6852 | 1 0.01 99.69 6973 | 1 0.01 99.70 7007 | 1 0.01 99.71 7161 | 1 0.01 99.72 7497 | 1 0.01 99.73 7631 | 1 0.01 99.74 7706 | 1 0.01 99.75 7789 | 1 0.01 99.76 8038 | 1 0.01 99.77 8398 | 1 0.01 99.78 8779 | 1 0.01 99.79 8843 | 1 0.01 99.80 8948 | 1 0.01 99.81 9178 | 1 0.01 99.82 10117 | 1 0.01 99.83 10326 | 1 0.01 99.84 11631 | 1 0.01 99.85 11668 | 1 0.01 99.86 12600 | 1 0.01 99.87 12792 | 1 0.01 99.88 13992 | 1 0.01 99.89 14803 | 1 0.01 99.90 14818 | 1 0.01 99.91 15664 | 1 0.01 99.92 16225 | 1 0.01 99.93 16410 | 1 0.01 99.94 16796 | 1 0.01 99.95 18410 | 1 0.01 99.96 22717 | 1 0.01 99.97 25939 | 1 0.01 99.98 29484 | 1 0.01 99.99 34705 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017