Frequencies for first 10,000 rows of n02500 variable in zipcode2012 dataset : Number of | returns | with | taxable | Social | Security | benefits | 1040:20b / | 1040A:14b | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,834 28.34 28.34 20 | 497 4.97 33.31 30 | 930 9.30 42.61 40 | 733 7.33 49.94 50 | 515 5.15 55.09 60 | 409 4.09 59.18 70 | 365 3.65 62.83 80 | 292 2.92 65.75 90 | 253 2.53 68.28 100 | 249 2.49 70.77 110 | 192 1.92 72.69 120 | 179 1.79 74.48 130 | 171 1.71 76.19 140 | 148 1.48 77.67 150 | 142 1.42 79.09 160 | 114 1.14 80.23 170 | 116 1.16 81.39 180 | 99 0.99 82.38 190 | 101 1.01 83.39 200 | 77 0.77 84.16 210 | 77 0.77 84.93 220 | 70 0.70 85.63 230 | 80 0.80 86.43 240 | 64 0.64 87.07 250 | 63 0.63 87.70 260 | 58 0.58 88.28 270 | 50 0.50 88.78 280 | 57 0.57 89.35 290 | 51 0.51 89.86 300 | 42 0.42 90.28 310 | 40 0.40 90.68 320 | 46 0.46 91.14 330 | 40 0.40 91.54 340 | 26 0.26 91.80 350 | 30 0.30 92.10 360 | 29 0.29 92.39 370 | 28 0.28 92.67 380 | 32 0.32 92.99 390 | 29 0.29 93.28 400 | 20 0.20 93.48 410 | 23 0.23 93.71 420 | 29 0.29 94.00 430 | 22 0.22 94.22 440 | 18 0.18 94.40 450 | 17 0.17 94.57 460 | 11 0.11 94.68 470 | 15 0.15 94.83 480 | 11 0.11 94.94 490 | 17 0.17 95.11 500 | 9 0.09 95.20 510 | 13 0.13 95.33 520 | 8 0.08 95.41 530 | 12 0.12 95.53 540 | 10 0.10 95.63 550 | 12 0.12 95.75 560 | 11 0.11 95.86 570 | 8 0.08 95.94 580 | 8 0.08 96.02 590 | 8 0.08 96.10 600 | 3 0.03 96.13 610 | 7 0.07 96.20 620 | 3 0.03 96.23 630 | 3 0.03 96.26 640 | 5 0.05 96.31 650 | 5 0.05 96.36 660 | 2 0.02 96.38 680 | 2 0.02 96.40 690 | 6 0.06 96.46 700 | 4 0.04 96.50 710 | 2 0.02 96.52 720 | 1 0.01 96.53 730 | 9 0.09 96.62 740 | 1 0.01 96.63 750 | 1 0.01 96.64 760 | 2 0.02 96.66 770 | 2 0.02 96.68 780 | 1 0.01 96.69 790 | 2 0.02 96.71 800 | 1 0.01 96.72 810 | 2 0.02 96.74 820 | 4 0.04 96.78 860 | 1 0.01 96.79 880 | 2 0.02 96.81 890 | 1 0.01 96.82 920 | 1 0.01 96.83 930 | 1 0.01 96.84 940 | 1 0.01 96.85 950 | 1 0.01 96.86 980 | 1 0.01 96.87 990 | 1 0.01 96.88 1020 | 1 0.01 96.89 1040 | 1 0.01 96.90 1070 | 1 0.01 96.91 1090 | 1 0.01 96.92 1140 | 1 0.01 96.93 1400 | 1 0.01 96.94 1540 | 1 0.01 96.95 1870 | 1 0.01 96.96 1930 | 1 0.01 96.97 2150 | 1 0.01 96.98 2330 | 1 0.01 96.99 2460 | 1 0.01 97.00 2520 | 1 0.01 97.01 2530 | 1 0.01 97.02 2680 | 1 0.01 97.03 2720 | 1 0.01 97.04 2800 | 1 0.01 97.05 2850 | 1 0.01 97.06 2980 | 1 0.01 97.07 3150 | 1 0.01 97.08 3210 | 1 0.01 97.09 4170 | 1 0.01 97.10 4300 | 1 0.01 97.11 4450 | 1 0.01 97.12 4480 | 1 0.01 97.13 4520 | 1 0.01 97.14 4660 | 1 0.01 97.15 4690 | 1 0.01 97.16 4820 | 2 0.02 97.18 5050 | 2 0.02 97.20 5590 | 1 0.01 97.21 5610 | 1 0.01 97.22 5800 | 1 0.01 97.23 6310 | 1 0.01 97.24 6370 | 1 0.01 97.25 6560 | 1 0.01 97.26 6590 | 2 0.02 97.28 7210 | 1 0.01 97.29 7270 | 1 0.01 97.30 7370 | 1 0.01 97.31 7450 | 1 0.01 97.32 7520 | 1 0.01 97.33 7530 | 1 0.01 97.34 7580 | 1 0.01 97.35 7790 | 1 0.01 97.36 7820 | 1 0.01 97.37 7950 | 1 0.01 97.38 8100 | 1 0.01 97.39 8280 | 1 0.01 97.40 8420 | 1 0.01 97.41 8460 | 1 0.01 97.42 8470 | 1 0.01 97.43 8920 | 1 0.01 97.44 8990 | 1 0.01 97.45 9050 | 1 0.01 97.46 9080 | 1 0.01 97.47 9580 | 1 0.01 97.48 9800 | 1 0.01 97.49 9830 | 1 0.01 97.50 9960 | 1 0.01 97.51 10110 | 1 0.01 97.52 10240 | 1 0.01 97.53 10320 | 1 0.01 97.54 10480 | 1 0.01 97.55 10850 | 1 0.01 97.56 10950 | 1 0.01 97.57 11000 | 1 0.01 97.58 11050 | 1 0.01 97.59 11220 | 1 0.01 97.60 11280 | 1 0.01 97.61 11350 | 1 0.01 97.62 11370 | 1 0.01 97.63 11700 | 1 0.01 97.64 12040 | 1 0.01 97.65 12050 | 1 0.01 97.66 12300 | 1 0.01 97.67 12350 | 1 0.01 97.68 12370 | 2 0.02 97.70 12380 | 1 0.01 97.71 12950 | 1 0.01 97.72 13330 | 1 0.01 97.73 13350 | 1 0.01 97.74 13420 | 1 0.01 97.75 13620 | 1 0.01 97.76 13730 | 1 0.01 97.77 13830 | 1 0.01 97.78 14170 | 1 0.01 97.79 14720 | 1 0.01 97.80 14790 | 1 0.01 97.81 14810 | 1 0.01 97.82 14890 | 1 0.01 97.83 15400 | 1 0.01 97.84 15800 | 1 0.01 97.85 15940 | 1 0.01 97.86 15980 | 1 0.01 97.87 16170 | 1 0.01 97.88 16440 | 1 0.01 97.89 16480 | 1 0.01 97.90 16770 | 1 0.01 97.91 17120 | 1 0.01 97.92 17290 | 1 0.01 97.93 18010 | 1 0.01 97.94 18540 | 1 0.01 97.95 18620 | 1 0.01 97.96 18870 | 1 0.01 97.97 19290 | 1 0.01 97.98 19400 | 1 0.01 97.99 19410 | 1 0.01 98.00 19610 | 1 0.01 98.01 19690 | 1 0.01 98.02 19740 | 1 0.01 98.03 19820 | 1 0.01 98.04 19910 | 1 0.01 98.05 19940 | 1 0.01 98.06 19960 | 1 0.01 98.07 20130 | 1 0.01 98.08 20270 | 1 0.01 98.09 20800 | 1 0.01 98.10 20910 | 1 0.01 98.11 21400 | 1 0.01 98.12 21410 | 1 0.01 98.13 21510 | 1 0.01 98.14 21890 | 1 0.01 98.15 22470 | 1 0.01 98.16 22520 | 1 0.01 98.17 22890 | 1 0.01 98.18 23860 | 1 0.01 98.19 23980 | 1 0.01 98.20 24560 | 1 0.01 98.21 24630 | 1 0.01 98.22 24640 | 1 0.01 98.23 24690 | 1 0.01 98.24 24780 | 1 0.01 98.25 24970 | 1 0.01 98.26 25160 | 1 0.01 98.27 25270 | 1 0.01 98.28 26780 | 1 0.01 98.29 27070 | 2 0.02 98.31 27220 | 1 0.01 98.32 27500 | 1 0.01 98.33 27800 | 1 0.01 98.34 28090 | 1 0.01 98.35 28430 | 1 0.01 98.36 28900 | 1 0.01 98.37 28930 | 1 0.01 98.38 29010 | 1 0.01 98.39 29630 | 1 0.01 98.40 29810 | 1 0.01 98.41 30020 | 1 0.01 98.42 30740 | 1 0.01 98.43 30880 | 1 0.01 98.44 31090 | 1 0.01 98.45 31680 | 1 0.01 98.46 31820 | 1 0.01 98.47 32910 | 1 0.01 98.48 33200 | 1 0.01 98.49 33540 | 1 0.01 98.50 33720 | 1 0.01 98.51 34100 | 1 0.01 98.52 34530 | 1 0.01 98.53 34960 | 1 0.01 98.54 35010 | 1 0.01 98.55 35700 | 1 0.01 98.56 36460 | 1 0.01 98.57 36740 | 1 0.01 98.58 37090 | 1 0.01 98.59 37100 | 1 0.01 98.60 37780 | 1 0.01 98.61 39110 | 1 0.01 98.62 39320 | 1 0.01 98.63 39460 | 1 0.01 98.64 39700 | 1 0.01 98.65 40790 | 1 0.01 98.66 41050 | 1 0.01 98.67 42170 | 1 0.01 98.68 42500 | 1 0.01 98.69 43910 | 1 0.01 98.70 44090 | 1 0.01 98.71 44560 | 1 0.01 98.72 45170 | 1 0.01 98.73 45690 | 1 0.01 98.74 46320 | 1 0.01 98.75 46800 | 1 0.01 98.76 46840 | 1 0.01 98.77 47410 | 1 0.01 98.78 47470 | 1 0.01 98.79 47740 | 1 0.01 98.80 47960 | 1 0.01 98.81 48170 | 1 0.01 98.82 48230 | 1 0.01 98.83 48240 | 1 0.01 98.84 48420 | 1 0.01 98.85 49190 | 1 0.01 98.86 49370 | 1 0.01 98.87 49450 | 1 0.01 98.88 49550 | 1 0.01 98.89 50830 | 1 0.01 98.90 52070 | 1 0.01 98.91 52400 | 1 0.01 98.92 52500 | 1 0.01 98.93 52920 | 1 0.01 98.94 52970 | 1 0.01 98.95 53520 | 1 0.01 98.96 53790 | 1 0.01 98.97 54590 | 1 0.01 98.98 54710 | 1 0.01 98.99 56000 | 1 0.01 99.00 56430 | 1 0.01 99.01 56610 | 1 0.01 99.02 57280 | 1 0.01 99.03 59790 | 1 0.01 99.04 60040 | 1 0.01 99.05 60420 | 1 0.01 99.06 61090 | 1 0.01 99.07 61830 | 1 0.01 99.08 62990 | 1 0.01 99.09 64180 | 1 0.01 99.10 64480 | 1 0.01 99.11 64740 | 1 0.01 99.12 65680 | 1 0.01 99.13 65940 | 1 0.01 99.14 66040 | 1 0.01 99.15 66610 | 1 0.01 99.16 67230 | 1 0.01 99.17 71220 | 1 0.01 99.18 71400 | 1 0.01 99.19 71900 | 1 0.01 99.20 72650 | 1 0.01 99.21 73780 | 1 0.01 99.22 74790 | 1 0.01 99.23 75440 | 1 0.01 99.24 75830 | 1 0.01 99.25 76340 | 1 0.01 99.26 76890 | 1 0.01 99.27 77870 | 1 0.01 99.28 78670 | 1 0.01 99.29 79910 | 1 0.01 99.30 80410 | 1 0.01 99.31 80950 | 1 0.01 99.32 81190 | 1 0.01 99.33 82200 | 1 0.01 99.34 83580 | 1 0.01 99.35 85630 | 1 0.01 99.36 85660 | 1 0.01 99.37 86320 | 1 0.01 99.38 87220 | 1 0.01 99.39 87400 | 1 0.01 99.40 87410 | 1 0.01 99.41 88200 | 1 0.01 99.42 90210 | 1 0.01 99.43 90390 | 1 0.01 99.44 91250 | 1 0.01 99.45 93520 | 1 0.01 99.46 94120 | 1 0.01 99.47 95950 | 1 0.01 99.48 96700 | 1 0.01 99.49 98720 | 1 0.01 99.50 101370 | 1 0.01 99.51 101690 | 1 0.01 99.52 108150 | 1 0.01 99.53 108440 | 1 0.01 99.54 109660 | 1 0.01 99.55 110760 | 1 0.01 99.56 115160 | 1 0.01 99.57 116420 | 1 0.01 99.58 117270 | 1 0.01 99.59 118780 | 1 0.01 99.60 119030 | 1 0.01 99.61 119890 | 1 0.01 99.62 120750 | 1 0.01 99.63 121990 | 1 0.01 99.64 122540 | 1 0.01 99.65 124440 | 1 0.01 99.66 124490 | 1 0.01 99.67 124780 | 1 0.01 99.68 126470 | 1 0.01 99.69 127220 | 1 0.01 99.70 133130 | 1 0.01 99.71 133470 | 1 0.01 99.72 142000 | 1 0.01 99.73 142760 | 1 0.01 99.74 150690 | 1 0.01 99.75 153060 | 1 0.01 99.76 154700 | 1 0.01 99.77 165360 | 1 0.01 99.78 167880 | 1 0.01 99.79 168110 | 1 0.01 99.80 177520 | 1 0.01 99.81 180460 | 1 0.01 99.82 184470 | 1 0.01 99.83 185180 | 1 0.01 99.84 204290 | 1 0.01 99.85 205220 | 1 0.01 99.86 206820 | 1 0.01 99.87 213630 | 1 0.01 99.88 227560 | 1 0.01 99.89 233930 | 1 0.01 99.90 237870 | 1 0.01 99.91 260570 | 1 0.01 99.92 262560 | 1 0.01 99.93 271930 | 1 0.01 99.94 302210 | 1 0.01 99.95 314850 | 1 0.01 99.96 351480 | 1 0.01 99.97 363210 | 1 0.01 99.98 387910 | 1 0.01 99.99 459910 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017