Frequencies for first 10,000 rows of n11901 variable in zipcode2014 dataset : Number of | returns | with tax | due at time | of filing | 1040:78 / | 1040A:50 / | 1040EZ:14 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,972 19.72 19.72 20 | 416 4.16 23.88 30 | 906 9.06 32.94 40 | 748 7.48 40.42 50 | 563 5.63 46.05 60 | 431 4.31 50.36 70 | 336 3.36 53.72 80 | 312 3.12 56.84 90 | 279 2.79 59.63 100 | 216 2.16 61.79 110 | 222 2.22 64.01 120 | 172 1.72 65.73 130 | 171 1.71 67.44 140 | 135 1.35 68.79 150 | 146 1.46 70.25 160 | 118 1.18 71.43 170 | 113 1.13 72.56 180 | 109 1.09 73.65 190 | 104 1.04 74.69 200 | 122 1.22 75.91 210 | 82 0.82 76.73 220 | 97 0.97 77.70 230 | 90 0.90 78.60 240 | 80 0.80 79.40 250 | 84 0.84 80.24 260 | 70 0.70 80.94 270 | 88 0.88 81.82 280 | 54 0.54 82.36 290 | 69 0.69 83.05 300 | 57 0.57 83.62 310 | 44 0.44 84.06 320 | 54 0.54 84.60 330 | 54 0.54 85.14 340 | 69 0.69 85.83 350 | 54 0.54 86.37 360 | 50 0.50 86.87 370 | 54 0.54 87.41 380 | 42 0.42 87.83 390 | 39 0.39 88.22 400 | 45 0.45 88.67 410 | 41 0.41 89.08 420 | 34 0.34 89.42 430 | 42 0.42 89.84 440 | 36 0.36 90.20 450 | 28 0.28 90.48 460 | 20 0.20 90.68 470 | 26 0.26 90.94 480 | 30 0.30 91.24 490 | 18 0.18 91.42 500 | 25 0.25 91.67 510 | 23 0.23 91.90 520 | 15 0.15 92.05 530 | 18 0.18 92.23 540 | 23 0.23 92.46 550 | 20 0.20 92.66 560 | 8 0.08 92.74 570 | 24 0.24 92.98 580 | 20 0.20 93.18 590 | 21 0.21 93.39 600 | 14 0.14 93.53 610 | 11 0.11 93.64 620 | 8 0.08 93.72 630 | 13 0.13 93.85 640 | 5 0.05 93.90 650 | 9 0.09 93.99 660 | 10 0.10 94.09 670 | 12 0.12 94.21 680 | 8 0.08 94.29 690 | 15 0.15 94.44 700 | 9 0.09 94.53 710 | 6 0.06 94.59 720 | 10 0.10 94.69 730 | 12 0.12 94.81 740 | 12 0.12 94.93 750 | 4 0.04 94.97 760 | 3 0.03 95.00 770 | 7 0.07 95.07 780 | 10 0.10 95.17 790 | 12 0.12 95.29 800 | 2 0.02 95.31 810 | 7 0.07 95.38 820 | 8 0.08 95.46 830 | 5 0.05 95.51 840 | 5 0.05 95.56 850 | 6 0.06 95.62 860 | 9 0.09 95.71 870 | 5 0.05 95.76 880 | 2 0.02 95.78 890 | 2 0.02 95.80 900 | 2 0.02 95.82 910 | 1 0.01 95.83 920 | 3 0.03 95.86 930 | 2 0.02 95.88 940 | 3 0.03 95.91 950 | 5 0.05 95.96 960 | 3 0.03 95.99 970 | 5 0.05 96.04 980 | 1 0.01 96.05 990 | 5 0.05 96.10 1000 | 7 0.07 96.17 1010 | 1 0.01 96.18 1020 | 3 0.03 96.21 1030 | 3 0.03 96.24 1040 | 1 0.01 96.25 1050 | 1 0.01 96.26 1060 | 5 0.05 96.31 1070 | 2 0.02 96.33 1080 | 2 0.02 96.35 1090 | 3 0.03 96.38 1100 | 3 0.03 96.41 1110 | 3 0.03 96.44 1120 | 6 0.06 96.50 1130 | 2 0.02 96.52 1140 | 2 0.02 96.54 1150 | 1 0.01 96.55 1190 | 1 0.01 96.56 1210 | 4 0.04 96.60 1220 | 2 0.02 96.62 1230 | 2 0.02 96.64 1240 | 2 0.02 96.66 1270 | 4 0.04 96.70 1280 | 1 0.01 96.71 1290 | 2 0.02 96.73 1310 | 2 0.02 96.75 1320 | 2 0.02 96.77 1330 | 1 0.01 96.78 1340 | 2 0.02 96.80 1350 | 1 0.01 96.81 1360 | 1 0.01 96.82 1380 | 1 0.01 96.83 1390 | 1 0.01 96.84 1410 | 1 0.01 96.85 1430 | 1 0.01 96.86 1460 | 1 0.01 96.87 1470 | 1 0.01 96.88 1480 | 1 0.01 96.89 1530 | 1 0.01 96.90 1600 | 1 0.01 96.91 1700 | 1 0.01 96.92 1870 | 1 0.01 96.93 1930 | 1 0.01 96.94 4290 | 1 0.01 96.95 5170 | 1 0.01 96.96 6820 | 1 0.01 96.97 6850 | 1 0.01 96.98 6860 | 1 0.01 96.99 7610 | 1 0.01 97.00 7780 | 1 0.01 97.01 7820 | 1 0.01 97.02 7850 | 1 0.01 97.03 8090 | 1 0.01 97.04 8390 | 1 0.01 97.05 8760 | 1 0.01 97.06 8780 | 1 0.01 97.07 9170 | 2 0.02 97.09 9470 | 1 0.01 97.10 9580 | 1 0.01 97.11 9680 | 1 0.01 97.12 10390 | 1 0.01 97.13 10590 | 1 0.01 97.14 10620 | 1 0.01 97.15 10790 | 1 0.01 97.16 11060 | 1 0.01 97.17 11170 | 1 0.01 97.18 11730 | 1 0.01 97.19 11850 | 1 0.01 97.20 11950 | 1 0.01 97.21 12280 | 1 0.01 97.22 12300 | 1 0.01 97.23 12490 | 1 0.01 97.24 12670 | 1 0.01 97.25 12730 | 1 0.01 97.26 12800 | 1 0.01 97.27 13100 | 1 0.01 97.28 13280 | 1 0.01 97.29 13340 | 2 0.02 97.31 13570 | 1 0.01 97.32 14160 | 1 0.01 97.33 14210 | 1 0.01 97.34 14360 | 1 0.01 97.35 14370 | 1 0.01 97.36 14640 | 1 0.01 97.37 14730 | 1 0.01 97.38 14790 | 1 0.01 97.39 14830 | 1 0.01 97.40 15040 | 1 0.01 97.41 15230 | 1 0.01 97.42 15320 | 1 0.01 97.43 15780 | 1 0.01 97.44 15830 | 1 0.01 97.45 16070 | 1 0.01 97.46 16220 | 1 0.01 97.47 16240 | 1 0.01 97.48 16620 | 1 0.01 97.49 16980 | 1 0.01 97.50 18410 | 1 0.01 97.51 18720 | 1 0.01 97.52 19030 | 1 0.01 97.53 19610 | 1 0.01 97.54 20160 | 1 0.01 97.55 20170 | 1 0.01 97.56 20200 | 1 0.01 97.57 20220 | 1 0.01 97.58 20340 | 1 0.01 97.59 20610 | 1 0.01 97.60 20760 | 1 0.01 97.61 21020 | 1 0.01 97.62 21040 | 1 0.01 97.63 21050 | 1 0.01 97.64 21260 | 1 0.01 97.65 21640 | 1 0.01 97.66 21940 | 1 0.01 97.67 21990 | 1 0.01 97.68 22210 | 1 0.01 97.69 22260 | 1 0.01 97.70 22330 | 1 0.01 97.71 22830 | 1 0.01 97.72 22980 | 1 0.01 97.73 23540 | 1 0.01 97.74 23720 | 1 0.01 97.75 24410 | 1 0.01 97.76 24440 | 1 0.01 97.77 24530 | 1 0.01 97.78 24610 | 1 0.01 97.79 24780 | 1 0.01 97.80 24880 | 1 0.01 97.81 24960 | 1 0.01 97.82 25300 | 1 0.01 97.83 26160 | 1 0.01 97.84 27110 | 1 0.01 97.85 27800 | 1 0.01 97.86 28080 | 1 0.01 97.87 28340 | 1 0.01 97.88 28710 | 1 0.01 97.89 28850 | 1 0.01 97.90 29030 | 1 0.01 97.91 29380 | 1 0.01 97.92 30240 | 1 0.01 97.93 30370 | 1 0.01 97.94 30980 | 1 0.01 97.95 31360 | 1 0.01 97.96 31610 | 1 0.01 97.97 31980 | 1 0.01 97.98 32460 | 1 0.01 97.99 33610 | 1 0.01 98.00 33750 | 1 0.01 98.01 34150 | 1 0.01 98.02 34230 | 1 0.01 98.03 35330 | 1 0.01 98.04 35520 | 1 0.01 98.05 36540 | 1 0.01 98.06 36560 | 1 0.01 98.07 37460 | 1 0.01 98.08 38580 | 1 0.01 98.09 38630 | 1 0.01 98.10 39120 | 1 0.01 98.11 39680 | 1 0.01 98.12 40470 | 1 0.01 98.13 40630 | 1 0.01 98.14 40650 | 1 0.01 98.15 40850 | 1 0.01 98.16 40910 | 1 0.01 98.17 42400 | 1 0.01 98.18 42710 | 1 0.01 98.19 42790 | 1 0.01 98.20 42820 | 1 0.01 98.21 42840 | 1 0.01 98.22 43050 | 1 0.01 98.23 43320 | 1 0.01 98.24 43510 | 1 0.01 98.25 43680 | 1 0.01 98.26 43950 | 1 0.01 98.27 44350 | 1 0.01 98.28 45120 | 1 0.01 98.29 45830 | 1 0.01 98.30 46460 | 1 0.01 98.31 47070 | 1 0.01 98.32 47680 | 1 0.01 98.33 49390 | 1 0.01 98.34 49600 | 1 0.01 98.35 49830 | 1 0.01 98.36 50020 | 1 0.01 98.37 51880 | 1 0.01 98.38 52130 | 1 0.01 98.39 53410 | 1 0.01 98.40 53440 | 1 0.01 98.41 54190 | 1 0.01 98.42 54700 | 1 0.01 98.43 54780 | 1 0.01 98.44 54880 | 1 0.01 98.45 54900 | 1 0.01 98.46 55490 | 1 0.01 98.47 56780 | 1 0.01 98.48 57050 | 1 0.01 98.49 58780 | 1 0.01 98.50 59170 | 1 0.01 98.51 61580 | 1 0.01 98.52 62000 | 1 0.01 98.53 62170 | 1 0.01 98.54 62330 | 1 0.01 98.55 62450 | 1 0.01 98.56 62690 | 1 0.01 98.57 63440 | 1 0.01 98.58 63640 | 1 0.01 98.59 65570 | 1 0.01 98.60 65790 | 1 0.01 98.61 66940 | 1 0.01 98.62 67000 | 1 0.01 98.63 67520 | 1 0.01 98.64 69570 | 1 0.01 98.65 69790 | 1 0.01 98.66 70730 | 1 0.01 98.67 70780 | 1 0.01 98.68 70900 | 1 0.01 98.69 72320 | 1 0.01 98.70 72530 | 1 0.01 98.71 74480 | 1 0.01 98.72 76010 | 1 0.01 98.73 76330 | 1 0.01 98.74 77530 | 1 0.01 98.75 77720 | 1 0.01 98.76 78630 | 1 0.01 98.77 78770 | 1 0.01 98.78 80000 | 1 0.01 98.79 80360 | 1 0.01 98.80 80500 | 1 0.01 98.81 80710 | 1 0.01 98.82 81180 | 1 0.01 98.83 81780 | 1 0.01 98.84 82770 | 1 0.01 98.85 84570 | 1 0.01 98.86 84830 | 1 0.01 98.87 85120 | 1 0.01 98.88 85940 | 1 0.01 98.89 86130 | 1 0.01 98.90 86780 | 1 0.01 98.91 87070 | 1 0.01 98.92 87320 | 1 0.01 98.93 88160 | 1 0.01 98.94 88470 | 1 0.01 98.95 88660 | 1 0.01 98.96 89750 | 1 0.01 98.97 91220 | 1 0.01 98.98 91630 | 1 0.01 98.99 92470 | 1 0.01 99.00 93110 | 1 0.01 99.01 93730 | 1 0.01 99.02 95970 | 1 0.01 99.03 96190 | 1 0.01 99.04 97020 | 1 0.01 99.05 97640 | 1 0.01 99.06 98380 | 1 0.01 99.07 98690 | 1 0.01 99.08 99060 | 2 0.02 99.10 100030 | 1 0.01 99.11 101580 | 1 0.01 99.12 101690 | 1 0.01 99.13 102210 | 1 0.01 99.14 102320 | 1 0.01 99.15 102430 | 1 0.01 99.16 105300 | 1 0.01 99.17 105820 | 1 0.01 99.18 106860 | 1 0.01 99.19 107210 | 1 0.01 99.20 108300 | 1 0.01 99.21 109470 | 1 0.01 99.22 109600 | 1 0.01 99.23 109770 | 1 0.01 99.24 111230 | 1 0.01 99.25 114310 | 1 0.01 99.26 115010 | 1 0.01 99.27 117070 | 1 0.01 99.28 117420 | 1 0.01 99.29 117500 | 1 0.01 99.30 120370 | 1 0.01 99.31 121090 | 1 0.01 99.32 122520 | 1 0.01 99.33 122890 | 1 0.01 99.34 125960 | 1 0.01 99.35 126340 | 1 0.01 99.36 126630 | 1 0.01 99.37 127930 | 1 0.01 99.38 130080 | 1 0.01 99.39 131490 | 1 0.01 99.40 133020 | 1 0.01 99.41 135480 | 1 0.01 99.42 136540 | 1 0.01 99.43 140610 | 1 0.01 99.44 141460 | 1 0.01 99.45 144760 | 1 0.01 99.46 147080 | 1 0.01 99.47 148090 | 1 0.01 99.48 150110 | 1 0.01 99.49 151290 | 1 0.01 99.50 151940 | 1 0.01 99.51 154920 | 1 0.01 99.52 155450 | 1 0.01 99.53 156330 | 1 0.01 99.54 159750 | 1 0.01 99.55 162570 | 1 0.01 99.56 167340 | 1 0.01 99.57 167450 | 1 0.01 99.58 167500 | 1 0.01 99.59 169240 | 1 0.01 99.60 169410 | 1 0.01 99.61 171970 | 1 0.01 99.62 173140 | 1 0.01 99.63 176700 | 1 0.01 99.64 178080 | 1 0.01 99.65 179510 | 1 0.01 99.66 185880 | 1 0.01 99.67 186810 | 1 0.01 99.68 188180 | 1 0.01 99.69 188570 | 1 0.01 99.70 189110 | 1 0.01 99.71 195940 | 1 0.01 99.72 199840 | 1 0.01 99.73 201910 | 1 0.01 99.74 202390 | 1 0.01 99.75 203830 | 1 0.01 99.76 212430 | 1 0.01 99.77 234020 | 1 0.01 99.78 243990 | 1 0.01 99.79 244510 | 1 0.01 99.80 258590 | 1 0.01 99.81 258620 | 1 0.01 99.82 274630 | 1 0.01 99.83 281820 | 1 0.01 99.84 287080 | 1 0.01 99.85 319590 | 1 0.01 99.86 326150 | 1 0.01 99.87 352230 | 1 0.01 99.88 355300 | 1 0.01 99.89 379540 | 1 0.01 99.90 399890 | 1 0.01 99.91 426340 | 1 0.01 99.92 431910 | 1 0.01 99.93 451080 | 1 0.01 99.94 491360 | 1 0.01 99.95 529680 | 1 0.01 99.96 594910 | 1 0.01 99.97 719550 | 1 0.01 99.98 823600 | 1 0.01 99.99 827630 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017