Frequencies for first 10,000 rows of n02500 variable in zipcode2016 dataset : Number of | returns | with | taxable | Social | Security | benefits | 1040:20b / | 1040A:14b | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,786 27.86 27.86 20 | 515 5.15 33.01 30 | 909 9.09 42.10 40 | 779 7.79 49.89 50 | 523 5.23 55.12 60 | 423 4.23 59.35 70 | 363 3.63 62.98 80 | 283 2.83 65.81 90 | 251 2.51 68.32 100 | 239 2.39 70.71 110 | 180 1.80 72.51 120 | 170 1.70 74.21 130 | 158 1.58 75.79 140 | 161 1.61 77.40 150 | 113 1.13 78.53 160 | 123 1.23 79.76 170 | 86 0.86 80.62 180 | 100 1.00 81.62 190 | 93 0.93 82.55 200 | 88 0.88 83.43 210 | 92 0.92 84.35 220 | 88 0.88 85.23 230 | 73 0.73 85.96 240 | 66 0.66 86.62 250 | 60 0.60 87.22 260 | 70 0.70 87.92 270 | 57 0.57 88.49 280 | 49 0.49 88.98 290 | 43 0.43 89.41 300 | 46 0.46 89.87 310 | 37 0.37 90.24 320 | 36 0.36 90.60 330 | 35 0.35 90.95 340 | 42 0.42 91.37 350 | 30 0.30 91.67 360 | 26 0.26 91.93 370 | 29 0.29 92.22 380 | 23 0.23 92.45 390 | 21 0.21 92.66 400 | 32 0.32 92.98 410 | 25 0.25 93.23 420 | 33 0.33 93.56 430 | 16 0.16 93.72 440 | 24 0.24 93.96 450 | 17 0.17 94.13 460 | 13 0.13 94.26 470 | 10 0.10 94.36 480 | 13 0.13 94.49 490 | 17 0.17 94.66 500 | 14 0.14 94.80 510 | 18 0.18 94.98 520 | 12 0.12 95.10 530 | 19 0.19 95.29 540 | 13 0.13 95.42 550 | 4 0.04 95.46 560 | 18 0.18 95.64 570 | 11 0.11 95.75 580 | 8 0.08 95.83 590 | 17 0.17 96.00 600 | 10 0.10 96.10 610 | 6 0.06 96.16 620 | 8 0.08 96.24 630 | 2 0.02 96.26 640 | 5 0.05 96.31 650 | 6 0.06 96.37 660 | 3 0.03 96.40 670 | 5 0.05 96.45 680 | 4 0.04 96.49 690 | 3 0.03 96.52 700 | 2 0.02 96.54 710 | 4 0.04 96.58 720 | 3 0.03 96.61 730 | 4 0.04 96.65 740 | 2 0.02 96.67 750 | 2 0.02 96.69 760 | 3 0.03 96.72 770 | 2 0.02 96.74 780 | 1 0.01 96.75 790 | 2 0.02 96.77 850 | 3 0.03 96.80 870 | 1 0.01 96.81 890 | 1 0.01 96.82 900 | 1 0.01 96.83 910 | 1 0.01 96.84 940 | 1 0.01 96.85 960 | 1 0.01 96.86 1030 | 1 0.01 96.87 1040 | 1 0.01 96.88 1090 | 1 0.01 96.89 1140 | 1 0.01 96.90 1150 | 1 0.01 96.91 1160 | 1 0.01 96.92 1310 | 1 0.01 96.93 1490 | 1 0.01 96.94 1580 | 1 0.01 96.95 1840 | 1 0.01 96.96 2000 | 1 0.01 96.97 2050 | 1 0.01 96.98 2160 | 1 0.01 96.99 2310 | 1 0.01 97.00 2350 | 1 0.01 97.01 2640 | 1 0.01 97.02 2820 | 1 0.01 97.03 2830 | 1 0.01 97.04 3210 | 1 0.01 97.05 3700 | 1 0.01 97.06 3790 | 1 0.01 97.07 3830 | 1 0.01 97.08 4140 | 1 0.01 97.09 4220 | 1 0.01 97.10 4260 | 1 0.01 97.11 4420 | 1 0.01 97.12 4740 | 1 0.01 97.13 4750 | 1 0.01 97.14 5040 | 1 0.01 97.15 5080 | 1 0.01 97.16 5610 | 1 0.01 97.17 5630 | 1 0.01 97.18 5760 | 1 0.01 97.19 5780 | 1 0.01 97.20 5800 | 1 0.01 97.21 6240 | 1 0.01 97.22 6280 | 1 0.01 97.23 6400 | 1 0.01 97.24 6630 | 1 0.01 97.25 6720 | 1 0.01 97.26 7120 | 1 0.01 97.27 7560 | 1 0.01 97.28 7580 | 1 0.01 97.29 7790 | 1 0.01 97.30 7810 | 1 0.01 97.31 8110 | 1 0.01 97.32 8190 | 1 0.01 97.33 8220 | 1 0.01 97.34 8350 | 1 0.01 97.35 8410 | 1 0.01 97.36 8720 | 1 0.01 97.37 8840 | 1 0.01 97.38 8910 | 1 0.01 97.39 9180 | 1 0.01 97.40 9280 | 1 0.01 97.41 9480 | 1 0.01 97.42 10360 | 1 0.01 97.43 10490 | 1 0.01 97.44 10500 | 1 0.01 97.45 10550 | 1 0.01 97.46 10780 | 1 0.01 97.47 10990 | 1 0.01 97.48 11040 | 1 0.01 97.49 11310 | 1 0.01 97.50 11500 | 2 0.02 97.52 11550 | 1 0.01 97.53 12000 | 1 0.01 97.54 12100 | 1 0.01 97.55 12320 | 1 0.01 97.56 12680 | 1 0.01 97.57 12760 | 1 0.01 97.58 12990 | 1 0.01 97.59 13210 | 1 0.01 97.60 13370 | 1 0.01 97.61 14570 | 1 0.01 97.62 14580 | 1 0.01 97.63 14820 | 1 0.01 97.64 14910 | 1 0.01 97.65 14970 | 1 0.01 97.66 15110 | 1 0.01 97.67 15360 | 1 0.01 97.68 15370 | 1 0.01 97.69 15380 | 1 0.01 97.70 15630 | 1 0.01 97.71 15730 | 1 0.01 97.72 15740 | 1 0.01 97.73 15970 | 1 0.01 97.74 16000 | 1 0.01 97.75 16020 | 1 0.01 97.76 16110 | 1 0.01 97.77 16460 | 1 0.01 97.78 16480 | 1 0.01 97.79 16950 | 1 0.01 97.80 17060 | 1 0.01 97.81 17350 | 1 0.01 97.82 17420 | 1 0.01 97.83 17660 | 1 0.01 97.84 18210 | 1 0.01 97.85 18590 | 1 0.01 97.86 18850 | 1 0.01 97.87 19240 | 1 0.01 97.88 19580 | 1 0.01 97.89 19810 | 1 0.01 97.90 19940 | 1 0.01 97.91 19980 | 1 0.01 97.92 20220 | 1 0.01 97.93 20640 | 1 0.01 97.94 21020 | 1 0.01 97.95 21860 | 1 0.01 97.96 22080 | 1 0.01 97.97 22600 | 1 0.01 97.98 22650 | 1 0.01 97.99 22830 | 1 0.01 98.00 22880 | 1 0.01 98.01 22920 | 1 0.01 98.02 23220 | 1 0.01 98.03 23350 | 1 0.01 98.04 23900 | 1 0.01 98.05 24110 | 1 0.01 98.06 24350 | 1 0.01 98.07 24540 | 1 0.01 98.08 24630 | 1 0.01 98.09 25360 | 1 0.01 98.10 25450 | 1 0.01 98.11 25530 | 1 0.01 98.12 25670 | 1 0.01 98.13 25960 | 1 0.01 98.14 26010 | 1 0.01 98.15 26100 | 1 0.01 98.16 26710 | 1 0.01 98.17 26830 | 1 0.01 98.18 27090 | 1 0.01 98.19 27100 | 1 0.01 98.20 27220 | 1 0.01 98.21 27510 | 1 0.01 98.22 27760 | 1 0.01 98.23 28350 | 2 0.02 98.25 28480 | 1 0.01 98.26 28540 | 1 0.01 98.27 28850 | 1 0.01 98.28 31170 | 1 0.01 98.29 31740 | 1 0.01 98.30 31960 | 1 0.01 98.31 32190 | 1 0.01 98.32 32290 | 1 0.01 98.33 32520 | 1 0.01 98.34 33250 | 1 0.01 98.35 33450 | 1 0.01 98.36 33490 | 1 0.01 98.37 33690 | 1 0.01 98.38 33740 | 1 0.01 98.39 35530 | 1 0.01 98.40 35950 | 1 0.01 98.41 36390 | 1 0.01 98.42 36530 | 1 0.01 98.43 36800 | 1 0.01 98.44 37070 | 1 0.01 98.45 37560 | 1 0.01 98.46 37660 | 1 0.01 98.47 37760 | 1 0.01 98.48 37780 | 1 0.01 98.49 38350 | 1 0.01 98.50 38480 | 1 0.01 98.51 39160 | 1 0.01 98.52 39730 | 1 0.01 98.53 39770 | 1 0.01 98.54 39950 | 1 0.01 98.55 40290 | 1 0.01 98.56 40710 | 1 0.01 98.57 42110 | 1 0.01 98.58 42870 | 1 0.01 98.59 43370 | 1 0.01 98.60 43420 | 1 0.01 98.61 43570 | 1 0.01 98.62 44850 | 1 0.01 98.63 45220 | 1 0.01 98.64 47140 | 1 0.01 98.65 47810 | 1 0.01 98.66 48270 | 1 0.01 98.67 49560 | 1 0.01 98.68 49670 | 1 0.01 98.69 49900 | 2 0.02 98.71 50010 | 1 0.01 98.72 50210 | 1 0.01 98.73 50620 | 1 0.01 98.74 50770 | 1 0.01 98.75 51240 | 1 0.01 98.76 51270 | 1 0.01 98.77 51640 | 1 0.01 98.78 53690 | 1 0.01 98.79 53870 | 1 0.01 98.80 57410 | 1 0.01 98.81 57440 | 1 0.01 98.82 57770 | 1 0.01 98.83 58280 | 1 0.01 98.84 58520 | 1 0.01 98.85 59050 | 1 0.01 98.86 59150 | 1 0.01 98.87 59240 | 1 0.01 98.88 59760 | 1 0.01 98.89 61850 | 1 0.01 98.90 62480 | 1 0.01 98.91 63010 | 1 0.01 98.92 63240 | 1 0.01 98.93 63300 | 1 0.01 98.94 63740 | 1 0.01 98.95 64490 | 1 0.01 98.96 64990 | 1 0.01 98.97 65050 | 1 0.01 98.98 65150 | 1 0.01 98.99 65170 | 1 0.01 99.00 65600 | 1 0.01 99.01 66690 | 1 0.01 99.02 68320 | 1 0.01 99.03 68880 | 1 0.01 99.04 69740 | 1 0.01 99.05 69920 | 1 0.01 99.06 70120 | 2 0.02 99.08 70490 | 1 0.01 99.09 71430 | 1 0.01 99.10 72270 | 1 0.01 99.11 72280 | 1 0.01 99.12 75230 | 1 0.01 99.13 76660 | 1 0.01 99.14 77080 | 1 0.01 99.15 77960 | 1 0.01 99.16 79380 | 1 0.01 99.17 80100 | 1 0.01 99.18 81240 | 1 0.01 99.19 84310 | 1 0.01 99.20 84350 | 1 0.01 99.21 85190 | 1 0.01 99.22 86470 | 1 0.01 99.23 87510 | 1 0.01 99.24 87800 | 1 0.01 99.25 89750 | 1 0.01 99.26 90700 | 1 0.01 99.27 91110 | 1 0.01 99.28 91240 | 1 0.01 99.29 91310 | 1 0.01 99.30 92510 | 1 0.01 99.31 92850 | 1 0.01 99.32 94760 | 1 0.01 99.33 95740 | 1 0.01 99.34 96810 | 1 0.01 99.35 97790 | 1 0.01 99.36 99580 | 1 0.01 99.37 100600 | 1 0.01 99.38 101330 | 1 0.01 99.39 102970 | 1 0.01 99.40 104930 | 1 0.01 99.41 106100 | 1 0.01 99.42 107740 | 1 0.01 99.43 107980 | 1 0.01 99.44 108170 | 1 0.01 99.45 108330 | 1 0.01 99.46 109500 | 1 0.01 99.47 110130 | 1 0.01 99.48 110780 | 1 0.01 99.49 111510 | 1 0.01 99.50 112290 | 1 0.01 99.51 118120 | 1 0.01 99.52 121140 | 1 0.01 99.53 122590 | 1 0.01 99.54 122810 | 1 0.01 99.55 123050 | 1 0.01 99.56 123680 | 1 0.01 99.57 123890 | 1 0.01 99.58 125590 | 1 0.01 99.59 125620 | 1 0.01 99.60 128760 | 1 0.01 99.61 129560 | 1 0.01 99.62 132150 | 1 0.01 99.63 132700 | 1 0.01 99.64 135120 | 1 0.01 99.65 137710 | 1 0.01 99.66 139720 | 1 0.01 99.67 140320 | 1 0.01 99.68 142830 | 1 0.01 99.69 145670 | 1 0.01 99.70 156660 | 1 0.01 99.71 161520 | 1 0.01 99.72 164220 | 1 0.01 99.73 168460 | 1 0.01 99.74 169960 | 1 0.01 99.75 170930 | 1 0.01 99.76 177440 | 1 0.01 99.77 178080 | 1 0.01 99.78 178130 | 1 0.01 99.79 185870 | 1 0.01 99.80 190540 | 1 0.01 99.81 202160 | 1 0.01 99.82 212080 | 1 0.01 99.83 212890 | 1 0.01 99.84 222300 | 1 0.01 99.85 239590 | 1 0.01 99.86 246720 | 1 0.01 99.87 246910 | 1 0.01 99.88 249900 | 1 0.01 99.89 261530 | 1 0.01 99.90 269670 | 1 0.01 99.91 282500 | 1 0.01 99.92 294570 | 1 0.01 99.93 295210 | 1 0.01 99.94 305030 | 1 0.01 99.95 329670 | 1 0.01 99.96 385590 | 1 0.01 99.97 390050 | 1 0.01 99.98 463950 | 1 0.01 99.99 468350 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018