Frequencies for first 10,000 rows of n11901 variable in zipcode2015 dataset : Number of | returns | with tax | due at time | of filing | 1040:78 / | 1040A:50 / | 1040EZ:14 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,920 19.20 19.20 20 | 438 4.38 23.58 30 | 878 8.78 32.36 40 | 793 7.93 40.29 50 | 553 5.53 45.82 60 | 419 4.19 50.01 70 | 343 3.43 53.44 80 | 311 3.11 56.55 90 | 258 2.58 59.13 100 | 259 2.59 61.72 110 | 180 1.80 63.52 120 | 195 1.95 65.47 130 | 162 1.62 67.09 140 | 139 1.39 68.48 150 | 148 1.48 69.96 160 | 118 1.18 71.14 170 | 124 1.24 72.38 180 | 116 1.16 73.54 190 | 103 1.03 74.57 200 | 90 0.90 75.47 210 | 102 1.02 76.49 220 | 92 0.92 77.41 230 | 83 0.83 78.24 240 | 92 0.92 79.16 250 | 82 0.82 79.98 260 | 77 0.77 80.75 270 | 83 0.83 81.58 280 | 62 0.62 82.20 290 | 47 0.47 82.67 300 | 59 0.59 83.26 310 | 49 0.49 83.75 320 | 52 0.52 84.27 330 | 65 0.65 84.92 340 | 56 0.56 85.48 350 | 59 0.59 86.07 360 | 53 0.53 86.60 370 | 52 0.52 87.12 380 | 41 0.41 87.53 390 | 37 0.37 87.90 400 | 52 0.52 88.42 410 | 37 0.37 88.79 420 | 19 0.19 88.98 430 | 38 0.38 89.36 440 | 35 0.35 89.71 450 | 34 0.34 90.05 460 | 32 0.32 90.37 470 | 30 0.30 90.67 480 | 34 0.34 91.01 490 | 21 0.21 91.22 500 | 19 0.19 91.41 510 | 23 0.23 91.64 520 | 30 0.30 91.94 530 | 20 0.20 92.14 540 | 22 0.22 92.36 550 | 14 0.14 92.50 560 | 14 0.14 92.64 570 | 16 0.16 92.80 580 | 25 0.25 93.05 590 | 12 0.12 93.17 600 | 11 0.11 93.28 610 | 15 0.15 93.43 620 | 9 0.09 93.52 630 | 10 0.10 93.62 640 | 10 0.10 93.72 650 | 16 0.16 93.88 660 | 11 0.11 93.99 670 | 11 0.11 94.10 680 | 9 0.09 94.19 690 | 12 0.12 94.31 700 | 8 0.08 94.39 710 | 6 0.06 94.45 720 | 9 0.09 94.54 730 | 11 0.11 94.65 740 | 13 0.13 94.78 750 | 7 0.07 94.85 760 | 3 0.03 94.88 770 | 11 0.11 94.99 780 | 7 0.07 95.06 790 | 11 0.11 95.17 800 | 6 0.06 95.23 810 | 9 0.09 95.32 820 | 5 0.05 95.37 830 | 6 0.06 95.43 840 | 5 0.05 95.48 850 | 5 0.05 95.53 860 | 7 0.07 95.60 870 | 6 0.06 95.66 880 | 5 0.05 95.71 890 | 2 0.02 95.73 900 | 2 0.02 95.75 910 | 2 0.02 95.77 920 | 8 0.08 95.85 930 | 3 0.03 95.88 940 | 3 0.03 95.91 950 | 2 0.02 95.93 960 | 5 0.05 95.98 970 | 3 0.03 96.01 980 | 3 0.03 96.04 990 | 6 0.06 96.10 1000 | 3 0.03 96.13 1010 | 3 0.03 96.16 1020 | 3 0.03 96.19 1040 | 3 0.03 96.22 1050 | 3 0.03 96.25 1060 | 4 0.04 96.29 1070 | 3 0.03 96.32 1080 | 3 0.03 96.35 1090 | 3 0.03 96.38 1100 | 1 0.01 96.39 1110 | 3 0.03 96.42 1120 | 1 0.01 96.43 1130 | 1 0.01 96.44 1140 | 2 0.02 96.46 1150 | 1 0.01 96.47 1160 | 3 0.03 96.50 1170 | 1 0.01 96.51 1180 | 2 0.02 96.53 1190 | 3 0.03 96.56 1200 | 2 0.02 96.58 1210 | 1 0.01 96.59 1230 | 2 0.02 96.61 1250 | 1 0.01 96.62 1260 | 3 0.03 96.65 1270 | 1 0.01 96.66 1290 | 5 0.05 96.71 1300 | 2 0.02 96.73 1330 | 1 0.01 96.74 1340 | 3 0.03 96.77 1360 | 3 0.03 96.80 1370 | 2 0.02 96.82 1380 | 1 0.01 96.83 1400 | 1 0.01 96.84 1410 | 1 0.01 96.85 1450 | 1 0.01 96.86 1470 | 1 0.01 96.87 1490 | 1 0.01 96.88 1520 | 2 0.02 96.90 1600 | 1 0.01 96.91 1720 | 1 0.01 96.92 1950 | 1 0.01 96.93 1980 | 1 0.01 96.94 3760 | 1 0.01 96.95 4530 | 1 0.01 96.96 6090 | 1 0.01 96.97 6160 | 1 0.01 96.98 6460 | 1 0.01 96.99 6630 | 1 0.01 97.00 7060 | 1 0.01 97.01 7360 | 1 0.01 97.02 7390 | 1 0.01 97.03 7720 | 1 0.01 97.04 8230 | 1 0.01 97.05 8560 | 1 0.01 97.06 9160 | 1 0.01 97.07 9170 | 1 0.01 97.08 9470 | 1 0.01 97.09 9700 | 1 0.01 97.10 9760 | 1 0.01 97.11 10260 | 1 0.01 97.12 10400 | 1 0.01 97.13 10510 | 1 0.01 97.14 10550 | 1 0.01 97.15 10860 | 1 0.01 97.16 10930 | 1 0.01 97.17 11040 | 1 0.01 97.18 11380 | 1 0.01 97.19 11500 | 1 0.01 97.20 11790 | 1 0.01 97.21 12130 | 1 0.01 97.22 12450 | 1 0.01 97.23 12630 | 1 0.01 97.24 12820 | 1 0.01 97.25 12860 | 1 0.01 97.26 13080 | 1 0.01 97.27 13130 | 1 0.01 97.28 13170 | 1 0.01 97.29 13200 | 1 0.01 97.30 13230 | 1 0.01 97.31 13550 | 1 0.01 97.32 13630 | 1 0.01 97.33 13830 | 1 0.01 97.34 14370 | 1 0.01 97.35 14510 | 1 0.01 97.36 14870 | 1 0.01 97.37 14910 | 1 0.01 97.38 14930 | 1 0.01 97.39 14980 | 1 0.01 97.40 15160 | 1 0.01 97.41 15330 | 1 0.01 97.42 15690 | 1 0.01 97.43 15940 | 1 0.01 97.44 16360 | 1 0.01 97.45 16410 | 1 0.01 97.46 16440 | 1 0.01 97.47 16770 | 1 0.01 97.48 16830 | 1 0.01 97.49 17610 | 1 0.01 97.50 18010 | 1 0.01 97.51 18820 | 1 0.01 97.52 19000 | 1 0.01 97.53 19510 | 1 0.01 97.54 19960 | 1 0.01 97.55 20030 | 1 0.01 97.56 20690 | 1 0.01 97.57 20710 | 1 0.01 97.58 21080 | 1 0.01 97.59 21400 | 1 0.01 97.60 21470 | 1 0.01 97.61 21480 | 1 0.01 97.62 21750 | 2 0.02 97.64 21780 | 1 0.01 97.65 21980 | 1 0.01 97.66 22080 | 1 0.01 97.67 22090 | 1 0.01 97.68 22410 | 1 0.01 97.69 22630 | 1 0.01 97.70 22650 | 2 0.02 97.72 23220 | 1 0.01 97.73 23260 | 1 0.01 97.74 23450 | 1 0.01 97.75 23670 | 1 0.01 97.76 23770 | 1 0.01 97.77 24180 | 1 0.01 97.78 24280 | 1 0.01 97.79 24380 | 1 0.01 97.80 24710 | 1 0.01 97.81 25290 | 2 0.02 97.83 25740 | 1 0.01 97.84 27000 | 1 0.01 97.85 27600 | 1 0.01 97.86 28160 | 1 0.01 97.87 28320 | 1 0.01 97.88 28590 | 1 0.01 97.89 29210 | 1 0.01 97.90 29430 | 1 0.01 97.91 29770 | 1 0.01 97.92 30920 | 1 0.01 97.93 31030 | 1 0.01 97.94 31050 | 1 0.01 97.95 33260 | 1 0.01 97.96 33320 | 1 0.01 97.97 33390 | 1 0.01 97.98 33410 | 1 0.01 97.99 33900 | 1 0.01 98.00 34550 | 1 0.01 98.01 34830 | 1 0.01 98.02 35460 | 1 0.01 98.03 35660 | 1 0.01 98.04 37590 | 1 0.01 98.05 37690 | 1 0.01 98.06 37710 | 1 0.01 98.07 38280 | 1 0.01 98.08 38290 | 1 0.01 98.09 39010 | 1 0.01 98.10 39180 | 1 0.01 98.11 39420 | 1 0.01 98.12 39430 | 1 0.01 98.13 39790 | 1 0.01 98.14 40620 | 1 0.01 98.15 41240 | 1 0.01 98.16 41410 | 1 0.01 98.17 41890 | 1 0.01 98.18 42120 | 1 0.01 98.19 42260 | 1 0.01 98.20 42370 | 1 0.01 98.21 42530 | 1 0.01 98.22 43010 | 1 0.01 98.23 43470 | 1 0.01 98.24 43710 | 1 0.01 98.25 44020 | 1 0.01 98.26 44410 | 1 0.01 98.27 45250 | 1 0.01 98.28 45460 | 1 0.01 98.29 46180 | 1 0.01 98.30 47390 | 1 0.01 98.31 47970 | 1 0.01 98.32 49480 | 1 0.01 98.33 50050 | 1 0.01 98.34 50580 | 1 0.01 98.35 51310 | 1 0.01 98.36 52660 | 1 0.01 98.37 53220 | 1 0.01 98.38 53960 | 1 0.01 98.39 53990 | 1 0.01 98.40 54880 | 1 0.01 98.41 55180 | 1 0.01 98.42 55200 | 1 0.01 98.43 55690 | 1 0.01 98.44 56020 | 1 0.01 98.45 56140 | 1 0.01 98.46 56750 | 1 0.01 98.47 58330 | 1 0.01 98.48 59270 | 1 0.01 98.49 59360 | 1 0.01 98.50 60500 | 1 0.01 98.51 60600 | 1 0.01 98.52 61920 | 1 0.01 98.53 62210 | 1 0.01 98.54 62640 | 1 0.01 98.55 62850 | 1 0.01 98.56 63850 | 1 0.01 98.57 64110 | 1 0.01 98.58 64200 | 1 0.01 98.59 64560 | 1 0.01 98.60 65240 | 1 0.01 98.61 65710 | 1 0.01 98.62 66320 | 1 0.01 98.63 67230 | 1 0.01 98.64 69380 | 1 0.01 98.65 69540 | 1 0.01 98.66 69840 | 1 0.01 98.67 70390 | 1 0.01 98.68 70760 | 1 0.01 98.69 72660 | 1 0.01 98.70 73720 | 1 0.01 98.71 75940 | 1 0.01 98.72 76030 | 1 0.01 98.73 76290 | 1 0.01 98.74 78440 | 1 0.01 98.75 78970 | 1 0.01 98.76 79090 | 1 0.01 98.77 79170 | 1 0.01 98.78 79660 | 1 0.01 98.79 79870 | 1 0.01 98.80 81490 | 1 0.01 98.81 81530 | 1 0.01 98.82 82600 | 1 0.01 98.83 83330 | 1 0.01 98.84 83940 | 1 0.01 98.85 85190 | 1 0.01 98.86 85400 | 1 0.01 98.87 85560 | 1 0.01 98.88 86180 | 1 0.01 98.89 87620 | 1 0.01 98.90 87950 | 1 0.01 98.91 90600 | 1 0.01 98.92 90850 | 1 0.01 98.93 91100 | 1 0.01 98.94 91370 | 1 0.01 98.95 93050 | 1 0.01 98.96 93580 | 1 0.01 98.97 93630 | 1 0.01 98.98 94070 | 1 0.01 98.99 94310 | 1 0.01 99.00 95140 | 1 0.01 99.01 95520 | 1 0.01 99.02 97080 | 1 0.01 99.03 97930 | 1 0.01 99.04 98010 | 1 0.01 99.05 98570 | 1 0.01 99.06 100480 | 1 0.01 99.07 101370 | 1 0.01 99.08 101740 | 1 0.01 99.09 101860 | 1 0.01 99.10 102100 | 1 0.01 99.11 102450 | 1 0.01 99.12 105260 | 1 0.01 99.13 105330 | 1 0.01 99.14 106020 | 1 0.01 99.15 106260 | 1 0.01 99.16 106810 | 1 0.01 99.17 107030 | 1 0.01 99.18 107250 | 1 0.01 99.19 108390 | 1 0.01 99.20 108590 | 1 0.01 99.21 110540 | 1 0.01 99.22 112380 | 1 0.01 99.23 113020 | 1 0.01 99.24 113590 | 1 0.01 99.25 116080 | 1 0.01 99.26 118040 | 1 0.01 99.27 119570 | 1 0.01 99.28 120140 | 1 0.01 99.29 121130 | 1 0.01 99.30 121400 | 1 0.01 99.31 122370 | 1 0.01 99.32 123250 | 1 0.01 99.33 124650 | 1 0.01 99.34 125970 | 1 0.01 99.35 128020 | 1 0.01 99.36 128630 | 1 0.01 99.37 130290 | 1 0.01 99.38 133460 | 1 0.01 99.39 133980 | 1 0.01 99.40 134930 | 1 0.01 99.41 136540 | 1 0.01 99.42 139230 | 1 0.01 99.43 141430 | 1 0.01 99.44 143500 | 1 0.01 99.45 144150 | 1 0.01 99.46 147370 | 1 0.01 99.47 149510 | 1 0.01 99.48 149810 | 1 0.01 99.49 155060 | 1 0.01 99.50 155260 | 1 0.01 99.51 156120 | 1 0.01 99.52 157610 | 1 0.01 99.53 157840 | 1 0.01 99.54 160460 | 1 0.01 99.55 164970 | 1 0.01 99.56 167590 | 1 0.01 99.57 169320 | 1 0.01 99.58 170650 | 1 0.01 99.59 170680 | 1 0.01 99.60 172090 | 1 0.01 99.61 174080 | 1 0.01 99.62 179040 | 1 0.01 99.63 181770 | 1 0.01 99.64 182920 | 1 0.01 99.65 183930 | 1 0.01 99.66 187290 | 1 0.01 99.67 189130 | 1 0.01 99.68 190150 | 1 0.01 99.69 190680 | 1 0.01 99.70 194300 | 1 0.01 99.71 195840 | 1 0.01 99.72 204580 | 1 0.01 99.73 204810 | 1 0.01 99.74 206650 | 1 0.01 99.75 207520 | 1 0.01 99.76 211820 | 1 0.01 99.77 236140 | 1 0.01 99.78 247840 | 1 0.01 99.79 250520 | 1 0.01 99.80 263570 | 1 0.01 99.81 270520 | 1 0.01 99.82 272400 | 1 0.01 99.83 290820 | 1 0.01 99.84 294170 | 1 0.01 99.85 326500 | 1 0.01 99.86 346250 | 1 0.01 99.87 356080 | 1 0.01 99.88 371440 | 1 0.01 99.89 389890 | 1 0.01 99.90 411030 | 1 0.01 99.91 429950 | 1 0.01 99.92 437090 | 1 0.01 99.93 445610 | 1 0.01 99.94 500390 | 1 0.01 99.95 564570 | 1 0.01 99.96 614090 | 1 0.01 99.97 751170 | 1 0.01 99.98 827880 | 1 0.01 99.99 843070 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017