Frequencies for first 10,000 rows of n02500 variable in zipcode2014 dataset : Number of | returns | with | taxable | Social | Security | benefits | 1040:20b / | 1040A:14b | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,632 26.32 26.32 20 | 457 4.57 30.89 30 | 885 8.85 39.74 40 | 762 7.62 47.36 50 | 560 5.60 52.96 60 | 414 4.14 57.10 70 | 341 3.41 60.51 80 | 322 3.22 63.73 90 | 276 2.76 66.49 100 | 239 2.39 68.88 110 | 199 1.99 70.87 120 | 190 1.90 72.77 130 | 166 1.66 74.43 140 | 155 1.55 75.98 150 | 133 1.33 77.31 160 | 114 1.14 78.45 170 | 121 1.21 79.66 180 | 111 1.11 80.77 190 | 107 1.07 81.84 200 | 95 0.95 82.79 210 | 89 0.89 83.68 220 | 80 0.80 84.48 230 | 86 0.86 85.34 240 | 65 0.65 85.99 250 | 63 0.63 86.62 260 | 70 0.70 87.32 270 | 67 0.67 87.99 280 | 45 0.45 88.44 290 | 53 0.53 88.97 300 | 50 0.50 89.47 310 | 42 0.42 89.89 320 | 34 0.34 90.23 330 | 41 0.41 90.64 340 | 31 0.31 90.95 350 | 32 0.32 91.27 360 | 30 0.30 91.57 370 | 31 0.31 91.88 380 | 31 0.31 92.19 390 | 31 0.31 92.50 400 | 21 0.21 92.71 410 | 41 0.41 93.12 420 | 19 0.19 93.31 430 | 21 0.21 93.52 440 | 22 0.22 93.74 450 | 19 0.19 93.93 460 | 22 0.22 94.15 470 | 19 0.19 94.34 480 | 16 0.16 94.50 490 | 10 0.10 94.60 500 | 12 0.12 94.72 510 | 24 0.24 94.96 520 | 15 0.15 95.11 530 | 9 0.09 95.20 540 | 16 0.16 95.36 550 | 16 0.16 95.52 560 | 7 0.07 95.59 570 | 12 0.12 95.71 580 | 13 0.13 95.84 590 | 5 0.05 95.89 600 | 9 0.09 95.98 610 | 6 0.06 96.04 620 | 4 0.04 96.08 630 | 5 0.05 96.13 640 | 8 0.08 96.21 650 | 2 0.02 96.23 660 | 5 0.05 96.28 670 | 7 0.07 96.35 680 | 4 0.04 96.39 690 | 4 0.04 96.43 700 | 1 0.01 96.44 710 | 6 0.06 96.50 720 | 2 0.02 96.52 730 | 2 0.02 96.54 740 | 3 0.03 96.57 750 | 4 0.04 96.61 760 | 2 0.02 96.63 770 | 2 0.02 96.65 780 | 1 0.01 96.66 790 | 2 0.02 96.68 800 | 3 0.03 96.71 810 | 1 0.01 96.72 820 | 1 0.01 96.73 850 | 4 0.04 96.77 860 | 1 0.01 96.78 870 | 1 0.01 96.79 880 | 1 0.01 96.80 890 | 1 0.01 96.81 910 | 2 0.02 96.83 920 | 1 0.01 96.84 940 | 1 0.01 96.85 950 | 1 0.01 96.86 960 | 1 0.01 96.87 970 | 1 0.01 96.88 1050 | 1 0.01 96.89 1070 | 1 0.01 96.90 1110 | 1 0.01 96.91 1170 | 1 0.01 96.92 1280 | 1 0.01 96.93 1360 | 1 0.01 96.94 2010 | 1 0.01 96.95 2020 | 1 0.01 96.96 2430 | 1 0.01 96.97 2450 | 1 0.01 96.98 2500 | 1 0.01 96.99 2770 | 1 0.01 97.00 3070 | 1 0.01 97.01 3180 | 1 0.01 97.02 3280 | 1 0.01 97.03 3360 | 1 0.01 97.04 3410 | 1 0.01 97.05 3460 | 1 0.01 97.06 3600 | 2 0.02 97.08 3940 | 1 0.01 97.09 4060 | 1 0.01 97.10 4530 | 1 0.01 97.11 4710 | 1 0.01 97.12 5260 | 1 0.01 97.13 5320 | 1 0.01 97.14 5400 | 1 0.01 97.15 5550 | 1 0.01 97.16 5600 | 1 0.01 97.17 5650 | 1 0.01 97.18 5730 | 1 0.01 97.19 5910 | 1 0.01 97.20 6040 | 1 0.01 97.21 6100 | 1 0.01 97.22 6150 | 1 0.01 97.23 6220 | 1 0.01 97.24 6230 | 1 0.01 97.25 7200 | 1 0.01 97.26 7270 | 1 0.01 97.27 7340 | 1 0.01 97.28 7430 | 1 0.01 97.29 7700 | 2 0.02 97.31 8160 | 1 0.01 97.32 8410 | 1 0.01 97.33 8440 | 1 0.01 97.34 8500 | 2 0.02 97.36 8520 | 1 0.01 97.37 8560 | 1 0.01 97.38 8670 | 1 0.01 97.39 9060 | 1 0.01 97.40 9320 | 1 0.01 97.41 9540 | 1 0.01 97.42 9760 | 1 0.01 97.43 10130 | 1 0.01 97.44 10400 | 1 0.01 97.45 10710 | 1 0.01 97.46 10750 | 1 0.01 97.47 10780 | 1 0.01 97.48 10810 | 2 0.02 97.50 11220 | 1 0.01 97.51 11360 | 1 0.01 97.52 11460 | 1 0.01 97.53 11500 | 1 0.01 97.54 11730 | 1 0.01 97.55 11780 | 1 0.01 97.56 12220 | 1 0.01 97.57 12870 | 1 0.01 97.58 12890 | 1 0.01 97.59 12930 | 1 0.01 97.60 13180 | 1 0.01 97.61 13440 | 1 0.01 97.62 13570 | 1 0.01 97.63 13660 | 1 0.01 97.64 13720 | 1 0.01 97.65 13850 | 1 0.01 97.66 14210 | 1 0.01 97.67 14280 | 1 0.01 97.68 14360 | 1 0.01 97.69 14540 | 1 0.01 97.70 14580 | 1 0.01 97.71 14800 | 1 0.01 97.72 14890 | 1 0.01 97.73 15180 | 1 0.01 97.74 15220 | 1 0.01 97.75 15310 | 1 0.01 97.76 15490 | 1 0.01 97.77 15750 | 1 0.01 97.78 15810 | 1 0.01 97.79 15820 | 1 0.01 97.80 16260 | 1 0.01 97.81 16280 | 1 0.01 97.82 16780 | 1 0.01 97.83 17710 | 1 0.01 97.84 17770 | 1 0.01 97.85 17870 | 1 0.01 97.86 17900 | 1 0.01 97.87 18320 | 1 0.01 97.88 18450 | 1 0.01 97.89 18700 | 1 0.01 97.90 19620 | 1 0.01 97.91 19750 | 1 0.01 97.92 19980 | 1 0.01 97.93 20000 | 1 0.01 97.94 20420 | 1 0.01 97.95 20500 | 1 0.01 97.96 20770 | 1 0.01 97.97 21290 | 1 0.01 97.98 21410 | 1 0.01 97.99 21580 | 1 0.01 98.00 21590 | 1 0.01 98.01 21810 | 1 0.01 98.02 21920 | 1 0.01 98.03 21970 | 1 0.01 98.04 21980 | 1 0.01 98.05 22150 | 1 0.01 98.06 22260 | 1 0.01 98.07 23390 | 1 0.01 98.08 23520 | 1 0.01 98.09 24300 | 1 0.01 98.10 24540 | 1 0.01 98.11 25010 | 1 0.01 98.12 25060 | 1 0.01 98.13 25240 | 1 0.01 98.14 25340 | 1 0.01 98.15 25760 | 1 0.01 98.16 25860 | 1 0.01 98.17 26050 | 1 0.01 98.18 26130 | 1 0.01 98.19 26180 | 1 0.01 98.20 26300 | 1 0.01 98.21 26320 | 1 0.01 98.22 26520 | 1 0.01 98.23 26740 | 1 0.01 98.24 26930 | 1 0.01 98.25 27490 | 1 0.01 98.26 27590 | 1 0.01 98.27 28010 | 1 0.01 98.28 29140 | 1 0.01 98.29 29830 | 1 0.01 98.30 29990 | 1 0.01 98.31 30190 | 1 0.01 98.32 30370 | 1 0.01 98.33 30410 | 1 0.01 98.34 30820 | 1 0.01 98.35 31670 | 1 0.01 98.36 31970 | 1 0.01 98.37 32610 | 1 0.01 98.38 32980 | 1 0.01 98.39 33650 | 1 0.01 98.40 33750 | 1 0.01 98.41 34700 | 1 0.01 98.42 35250 | 1 0.01 98.43 35350 | 1 0.01 98.44 35620 | 1 0.01 98.45 35710 | 1 0.01 98.46 35910 | 1 0.01 98.47 36020 | 1 0.01 98.48 36220 | 1 0.01 98.49 36710 | 1 0.01 98.50 36930 | 1 0.01 98.51 37080 | 1 0.01 98.52 37650 | 1 0.01 98.53 38550 | 1 0.01 98.54 38840 | 1 0.01 98.55 39780 | 1 0.01 98.56 40540 | 1 0.01 98.57 40680 | 1 0.01 98.58 41360 | 1 0.01 98.59 41510 | 1 0.01 98.60 42090 | 1 0.01 98.61 42510 | 1 0.01 98.62 43200 | 1 0.01 98.63 43800 | 1 0.01 98.64 44080 | 1 0.01 98.65 45680 | 1 0.01 98.66 45910 | 1 0.01 98.67 46280 | 1 0.01 98.68 46670 | 1 0.01 98.69 46990 | 1 0.01 98.70 47440 | 1 0.01 98.71 47450 | 1 0.01 98.72 47680 | 1 0.01 98.73 47870 | 1 0.01 98.74 48750 | 1 0.01 98.75 49140 | 1 0.01 98.76 49270 | 1 0.01 98.77 49720 | 1 0.01 98.78 50970 | 1 0.01 98.79 51120 | 1 0.01 98.80 51820 | 1 0.01 98.81 53190 | 1 0.01 98.82 54190 | 1 0.01 98.83 54430 | 1 0.01 98.84 54850 | 1 0.01 98.85 55440 | 1 0.01 98.86 56500 | 1 0.01 98.87 56880 | 1 0.01 98.88 57590 | 1 0.01 98.89 57720 | 1 0.01 98.90 58720 | 1 0.01 98.91 59030 | 1 0.01 98.92 59740 | 1 0.01 98.93 60040 | 1 0.01 98.94 60210 | 1 0.01 98.95 60220 | 1 0.01 98.96 60270 | 1 0.01 98.97 60570 | 1 0.01 98.98 60810 | 1 0.01 98.99 61890 | 1 0.01 99.00 62040 | 1 0.01 99.01 63170 | 1 0.01 99.02 63730 | 1 0.01 99.03 63760 | 1 0.01 99.04 63820 | 1 0.01 99.05 65170 | 1 0.01 99.06 65950 | 1 0.01 99.07 66110 | 1 0.01 99.08 66210 | 1 0.01 99.09 66650 | 1 0.01 99.10 67050 | 1 0.01 99.11 70010 | 1 0.01 99.12 71230 | 1 0.01 99.13 74470 | 1 0.01 99.14 74740 | 1 0.01 99.15 74770 | 1 0.01 99.16 75740 | 1 0.01 99.17 76190 | 1 0.01 99.18 77210 | 1 0.01 99.19 80850 | 1 0.01 99.20 81670 | 1 0.01 99.21 82110 | 1 0.01 99.22 82660 | 1 0.01 99.23 82780 | 1 0.01 99.24 84960 | 1 0.01 99.25 85440 | 1 0.01 99.26 85820 | 1 0.01 99.27 86960 | 1 0.01 99.28 87630 | 1 0.01 99.29 88200 | 1 0.01 99.30 88770 | 1 0.01 99.31 89420 | 1 0.01 99.32 89680 | 2 0.02 99.34 90140 | 1 0.01 99.35 90960 | 1 0.01 99.36 93540 | 1 0.01 99.37 93760 | 1 0.01 99.38 95100 | 1 0.01 99.39 99420 | 1 0.01 99.40 99550 | 1 0.01 99.41 100480 | 1 0.01 99.42 100900 | 1 0.01 99.43 102300 | 1 0.01 99.44 102670 | 1 0.01 99.45 102730 | 1 0.01 99.46 102760 | 1 0.01 99.47 103070 | 1 0.01 99.48 103410 | 1 0.01 99.49 106020 | 1 0.01 99.50 106950 | 1 0.01 99.51 111140 | 1 0.01 99.52 112470 | 1 0.01 99.53 113220 | 1 0.01 99.54 116170 | 1 0.01 99.55 118480 | 1 0.01 99.56 119150 | 1 0.01 99.57 119640 | 1 0.01 99.58 120440 | 1 0.01 99.59 120700 | 1 0.01 99.60 120820 | 1 0.01 99.61 122320 | 1 0.01 99.62 124180 | 1 0.01 99.63 127470 | 1 0.01 99.64 129370 | 1 0.01 99.65 134970 | 1 0.01 99.66 135850 | 1 0.01 99.67 135910 | 1 0.01 99.68 135940 | 1 0.01 99.69 138980 | 1 0.01 99.70 151280 | 1 0.01 99.71 151350 | 1 0.01 99.72 156060 | 1 0.01 99.73 159540 | 1 0.01 99.74 160460 | 1 0.01 99.75 162020 | 1 0.01 99.76 162310 | 1 0.01 99.77 170140 | 1 0.01 99.78 170660 | 1 0.01 99.79 179760 | 1 0.01 99.80 183470 | 1 0.01 99.81 195350 | 1 0.01 99.82 199390 | 1 0.01 99.83 204480 | 1 0.01 99.84 215060 | 1 0.01 99.85 226040 | 1 0.01 99.86 237740 | 1 0.01 99.87 239630 | 1 0.01 99.88 241930 | 1 0.01 99.89 244940 | 1 0.01 99.90 256290 | 1 0.01 99.91 260390 | 1 0.01 99.92 283220 | 1 0.01 99.93 284010 | 1 0.01 99.94 298910 | 1 0.01 99.95 310220 | 1 0.01 99.96 375990 | 1 0.01 99.97 376870 | 1 0.01 99.98 422450 | 1 0.01 99.99 458080 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017