Frequencies for first 10,000 rows of a03220 variable in zipcode2016 dataset : Educator | expenses | amount | 1040:23 / | 1040A:16 | Freq. Percent Cum. ------------+----------------------------------- 0 | 6,590 65.90 65.90 4 | 34 0.34 66.24 5 | 222 2.22 68.46 6 | 309 3.09 71.55 7 | 309 3.09 74.64 8 | 281 2.81 77.45 9 | 251 2.51 79.96 10 | 196 1.96 81.92 11 | 160 1.60 83.52 12 | 140 1.40 84.92 13 | 130 1.30 86.22 14 | 111 1.11 87.33 15 | 105 1.05 88.38 16 | 79 0.79 89.17 17 | 72 0.72 89.89 18 | 66 0.66 90.55 19 | 69 0.69 91.24 20 | 48 0.48 91.72 21 | 60 0.60 92.32 22 | 39 0.39 92.71 23 | 43 0.43 93.14 24 | 33 0.33 93.47 25 | 16 0.16 93.63 26 | 23 0.23 93.86 27 | 21 0.21 94.07 28 | 22 0.22 94.29 29 | 19 0.19 94.48 30 | 24 0.24 94.72 31 | 17 0.17 94.89 32 | 11 0.11 95.00 33 | 10 0.10 95.10 34 | 14 0.14 95.24 35 | 12 0.12 95.36 36 | 14 0.14 95.50 37 | 9 0.09 95.59 38 | 5 0.05 95.64 39 | 5 0.05 95.69 40 | 10 0.10 95.79 41 | 7 0.07 95.86 42 | 9 0.09 95.95 43 | 5 0.05 96.00 44 | 5 0.05 96.05 45 | 2 0.02 96.07 46 | 6 0.06 96.13 47 | 7 0.07 96.20 48 | 2 0.02 96.22 49 | 3 0.03 96.25 50 | 8 0.08 96.33 51 | 4 0.04 96.37 52 | 3 0.03 96.40 53 | 8 0.08 96.48 54 | 3 0.03 96.51 55 | 3 0.03 96.54 57 | 1 0.01 96.55 58 | 6 0.06 96.61 59 | 4 0.04 96.65 60 | 2 0.02 96.67 61 | 2 0.02 96.69 62 | 3 0.03 96.72 63 | 4 0.04 96.76 64 | 5 0.05 96.81 65 | 1 0.01 96.82 67 | 1 0.01 96.83 68 | 2 0.02 96.85 69 | 2 0.02 96.87 70 | 4 0.04 96.91 72 | 2 0.02 96.93 75 | 1 0.01 96.94 76 | 4 0.04 96.98 77 | 3 0.03 97.01 78 | 1 0.01 97.02 79 | 2 0.02 97.04 80 | 1 0.01 97.05 81 | 4 0.04 97.09 83 | 2 0.02 97.11 85 | 1 0.01 97.12 86 | 1 0.01 97.13 87 | 1 0.01 97.14 88 | 2 0.02 97.16 90 | 1 0.01 97.17 91 | 1 0.01 97.18 103 | 1 0.01 97.19 107 | 1 0.01 97.20 113 | 2 0.02 97.22 115 | 1 0.01 97.23 117 | 1 0.01 97.24 121 | 1 0.01 97.25 122 | 1 0.01 97.26 127 | 1 0.01 97.27 129 | 1 0.01 97.28 133 | 1 0.01 97.29 140 | 1 0.01 97.30 141 | 1 0.01 97.31 145 | 1 0.01 97.32 147 | 1 0.01 97.33 149 | 1 0.01 97.34 159 | 1 0.01 97.35 162 | 1 0.01 97.36 166 | 1 0.01 97.37 174 | 1 0.01 97.38 178 | 1 0.01 97.39 180 | 1 0.01 97.40 197 | 1 0.01 97.41 202 | 1 0.01 97.42 210 | 1 0.01 97.43 211 | 1 0.01 97.44 217 | 1 0.01 97.45 230 | 1 0.01 97.46 236 | 1 0.01 97.47 244 | 1 0.01 97.48 265 | 2 0.02 97.50 276 | 1 0.01 97.51 286 | 1 0.01 97.52 291 | 1 0.01 97.53 299 | 1 0.01 97.54 301 | 1 0.01 97.55 303 | 1 0.01 97.56 304 | 1 0.01 97.57 307 | 1 0.01 97.58 308 | 1 0.01 97.59 309 | 1 0.01 97.60 312 | 1 0.01 97.61 323 | 1 0.01 97.62 333 | 1 0.01 97.63 334 | 1 0.01 97.64 335 | 1 0.01 97.65 336 | 1 0.01 97.66 376 | 1 0.01 97.67 381 | 1 0.01 97.68 396 | 1 0.01 97.69 418 | 1 0.01 97.70 421 | 1 0.01 97.71 428 | 1 0.01 97.72 429 | 1 0.01 97.73 449 | 1 0.01 97.74 454 | 1 0.01 97.75 490 | 1 0.01 97.76 491 | 1 0.01 97.77 496 | 1 0.01 97.78 497 | 1 0.01 97.79 498 | 1 0.01 97.80 501 | 1 0.01 97.81 505 | 1 0.01 97.82 509 | 1 0.01 97.83 523 | 2 0.02 97.85 525 | 1 0.01 97.86 538 | 1 0.01 97.87 548 | 1 0.01 97.88 556 | 1 0.01 97.89 558 | 1 0.01 97.90 562 | 1 0.01 97.91 591 | 1 0.01 97.92 611 | 1 0.01 97.93 618 | 1 0.01 97.94 639 | 1 0.01 97.95 650 | 1 0.01 97.96 659 | 1 0.01 97.97 681 | 1 0.01 97.98 690 | 1 0.01 97.99 714 | 1 0.01 98.00 715 | 1 0.01 98.01 738 | 1 0.01 98.02 741 | 1 0.01 98.03 753 | 1 0.01 98.04 759 | 1 0.01 98.05 768 | 1 0.01 98.06 769 | 1 0.01 98.07 777 | 1 0.01 98.08 787 | 1 0.01 98.09 813 | 1 0.01 98.10 818 | 2 0.02 98.12 823 | 1 0.01 98.13 829 | 1 0.01 98.14 839 | 1 0.01 98.15 846 | 1 0.01 98.16 861 | 1 0.01 98.17 882 | 1 0.01 98.18 884 | 1 0.01 98.19 886 | 1 0.01 98.20 895 | 1 0.01 98.21 899 | 1 0.01 98.22 931 | 1 0.01 98.23 947 | 1 0.01 98.24 950 | 2 0.02 98.26 958 | 1 0.01 98.27 959 | 1 0.01 98.28 970 | 1 0.01 98.29 975 | 1 0.01 98.30 994 | 1 0.01 98.31 1012 | 1 0.01 98.32 1109 | 1 0.01 98.33 1122 | 1 0.01 98.34 1134 | 1 0.01 98.35 1138 | 1 0.01 98.36 1145 | 1 0.01 98.37 1170 | 1 0.01 98.38 1203 | 1 0.01 98.39 1218 | 1 0.01 98.40 1250 | 1 0.01 98.41 1262 | 1 0.01 98.42 1269 | 1 0.01 98.43 1296 | 1 0.01 98.44 1312 | 1 0.01 98.45 1345 | 1 0.01 98.46 1370 | 1 0.01 98.47 1406 | 1 0.01 98.48 1435 | 1 0.01 98.49 1475 | 1 0.01 98.50 1497 | 1 0.01 98.51 1513 | 1 0.01 98.52 1552 | 1 0.01 98.53 1554 | 1 0.01 98.54 1611 | 1 0.01 98.55 1617 | 1 0.01 98.56 1638 | 1 0.01 98.57 1639 | 1 0.01 98.58 1669 | 1 0.01 98.59 1677 | 2 0.02 98.61 1686 | 1 0.01 98.62 1688 | 1 0.01 98.63 1723 | 1 0.01 98.64 1724 | 1 0.01 98.65 1749 | 1 0.01 98.66 1804 | 1 0.01 98.67 1813 | 1 0.01 98.68 1863 | 1 0.01 98.69 1914 | 1 0.01 98.70 1923 | 1 0.01 98.71 1972 | 1 0.01 98.72 1992 | 1 0.01 98.73 2010 | 1 0.01 98.74 2065 | 1 0.01 98.75 2103 | 1 0.01 98.76 2110 | 1 0.01 98.77 2126 | 1 0.01 98.78 2146 | 1 0.01 98.79 2164 | 1 0.01 98.80 2195 | 1 0.01 98.81 2198 | 1 0.01 98.82 2254 | 1 0.01 98.83 2260 | 1 0.01 98.84 2316 | 1 0.01 98.85 2323 | 1 0.01 98.86 2333 | 1 0.01 98.87 2361 | 1 0.01 98.88 2382 | 1 0.01 98.89 2409 | 1 0.01 98.90 2416 | 1 0.01 98.91 2472 | 1 0.01 98.92 2499 | 1 0.01 98.93 2559 | 1 0.01 98.94 2571 | 1 0.01 98.95 2676 | 1 0.01 98.96 2723 | 1 0.01 98.97 2751 | 1 0.01 98.98 2783 | 1 0.01 98.99 2791 | 1 0.01 99.00 2834 | 1 0.01 99.01 2848 | 1 0.01 99.02 2849 | 1 0.01 99.03 2879 | 1 0.01 99.04 2911 | 1 0.01 99.05 2921 | 1 0.01 99.06 2954 | 1 0.01 99.07 2986 | 1 0.01 99.08 3011 | 1 0.01 99.09 3051 | 1 0.01 99.10 3075 | 1 0.01 99.11 3080 | 1 0.01 99.12 3093 | 1 0.01 99.13 3109 | 1 0.01 99.14 3124 | 1 0.01 99.15 3172 | 1 0.01 99.16 3192 | 1 0.01 99.17 3219 | 1 0.01 99.18 3335 | 1 0.01 99.19 3347 | 1 0.01 99.20 3349 | 1 0.01 99.21 3395 | 1 0.01 99.22 3463 | 1 0.01 99.23 3476 | 1 0.01 99.24 3501 | 1 0.01 99.25 3537 | 1 0.01 99.26 3576 | 1 0.01 99.27 3639 | 1 0.01 99.28 3641 | 1 0.01 99.29 3712 | 1 0.01 99.30 3743 | 1 0.01 99.31 3792 | 1 0.01 99.32 3801 | 1 0.01 99.33 4042 | 1 0.01 99.34 4056 | 1 0.01 99.35 4092 | 1 0.01 99.36 4135 | 1 0.01 99.37 4221 | 1 0.01 99.38 4264 | 1 0.01 99.39 4317 | 1 0.01 99.40 4340 | 1 0.01 99.41 4485 | 1 0.01 99.42 4598 | 1 0.01 99.43 4658 | 1 0.01 99.44 4692 | 1 0.01 99.45 4765 | 1 0.01 99.46 4823 | 1 0.01 99.47 4934 | 1 0.01 99.48 4948 | 1 0.01 99.49 5014 | 1 0.01 99.50 5176 | 1 0.01 99.51 5221 | 1 0.01 99.52 5257 | 1 0.01 99.53 5293 | 1 0.01 99.54 5361 | 1 0.01 99.55 5467 | 1 0.01 99.56 5674 | 1 0.01 99.57 5913 | 1 0.01 99.58 6089 | 1 0.01 99.59 6156 | 1 0.01 99.60 6188 | 1 0.01 99.61 6303 | 1 0.01 99.62 6437 | 1 0.01 99.63 6526 | 1 0.01 99.64 6738 | 1 0.01 99.65 6758 | 1 0.01 99.66 6770 | 1 0.01 99.67 6819 | 1 0.01 99.68 7055 | 1 0.01 99.69 7171 | 1 0.01 99.70 7247 | 1 0.01 99.71 7527 | 1 0.01 99.72 7531 | 1 0.01 99.73 7620 | 1 0.01 99.74 7698 | 1 0.01 99.75 7982 | 1 0.01 99.76 8142 | 1 0.01 99.77 8396 | 1 0.01 99.78 8776 | 1 0.01 99.79 9034 | 1 0.01 99.80 9366 | 1 0.01 99.81 9463 | 1 0.01 99.82 10242 | 1 0.01 99.83 10681 | 1 0.01 99.84 11456 | 1 0.01 99.85 11794 | 1 0.01 99.86 13132 | 1 0.01 99.87 13464 | 1 0.01 99.88 13677 | 1 0.01 99.89 15070 | 1 0.01 99.90 15197 | 1 0.01 99.91 15641 | 1 0.01 99.92 16492 | 1 0.01 99.93 16538 | 1 0.01 99.94 16697 | 1 0.01 99.95 19531 | 1 0.01 99.96 22713 | 1 0.01 99.97 27068 | 1 0.01 99.98 29494 | 1 0.01 99.99 36250 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018