Frequencies for first 10,000 rows of n11901 variable in zipcode2012 dataset : Number of | returns | with tax | due at time | of filing | 1040:78 / | 1040A:50 / | 1040EZ:14 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,175 21.75 21.75 20 | 479 4.79 26.54 30 | 895 8.95 35.49 40 | 806 8.06 43.55 50 | 584 5.84 49.39 60 | 400 4.00 53.39 70 | 297 2.97 56.36 80 | 318 3.18 59.54 90 | 239 2.39 61.93 100 | 266 2.66 64.59 110 | 212 2.12 66.71 120 | 174 1.74 68.45 130 | 149 1.49 69.94 140 | 134 1.34 71.28 150 | 125 1.25 72.53 160 | 116 1.16 73.69 170 | 125 1.25 74.94 180 | 112 1.12 76.06 190 | 110 1.10 77.16 200 | 101 1.01 78.17 210 | 102 1.02 79.19 220 | 101 1.01 80.20 230 | 94 0.94 81.14 240 | 78 0.78 81.92 250 | 67 0.67 82.59 260 | 72 0.72 83.31 270 | 77 0.77 84.08 280 | 63 0.63 84.71 290 | 63 0.63 85.34 300 | 52 0.52 85.86 310 | 54 0.54 86.40 320 | 52 0.52 86.92 330 | 45 0.45 87.37 340 | 51 0.51 87.88 350 | 53 0.53 88.41 360 | 44 0.44 88.85 370 | 33 0.33 89.18 380 | 39 0.39 89.57 390 | 38 0.38 89.95 400 | 30 0.30 90.25 410 | 43 0.43 90.68 420 | 40 0.40 91.08 430 | 24 0.24 91.32 440 | 28 0.28 91.60 450 | 27 0.27 91.87 460 | 34 0.34 92.21 470 | 23 0.23 92.44 480 | 24 0.24 92.68 490 | 20 0.20 92.88 500 | 25 0.25 93.13 510 | 12 0.12 93.25 520 | 8 0.08 93.33 530 | 14 0.14 93.47 540 | 22 0.22 93.69 550 | 12 0.12 93.81 560 | 22 0.22 94.03 570 | 13 0.13 94.16 580 | 16 0.16 94.32 590 | 6 0.06 94.38 600 | 8 0.08 94.46 610 | 10 0.10 94.56 620 | 11 0.11 94.67 630 | 5 0.05 94.72 640 | 11 0.11 94.83 650 | 13 0.13 94.96 660 | 9 0.09 95.05 670 | 10 0.10 95.15 680 | 4 0.04 95.19 690 | 10 0.10 95.29 700 | 8 0.08 95.37 710 | 15 0.15 95.52 720 | 6 0.06 95.58 730 | 2 0.02 95.60 740 | 5 0.05 95.65 750 | 6 0.06 95.71 760 | 4 0.04 95.75 770 | 3 0.03 95.78 780 | 3 0.03 95.81 790 | 4 0.04 95.85 800 | 5 0.05 95.90 810 | 5 0.05 95.95 820 | 6 0.06 96.01 830 | 4 0.04 96.05 840 | 5 0.05 96.10 850 | 4 0.04 96.14 860 | 4 0.04 96.18 870 | 5 0.05 96.23 880 | 2 0.02 96.25 890 | 4 0.04 96.29 900 | 4 0.04 96.33 910 | 5 0.05 96.38 930 | 3 0.03 96.41 940 | 5 0.05 96.46 950 | 1 0.01 96.47 970 | 3 0.03 96.50 980 | 5 0.05 96.55 990 | 2 0.02 96.57 1000 | 2 0.02 96.59 1010 | 2 0.02 96.61 1020 | 1 0.01 96.62 1030 | 2 0.02 96.64 1040 | 1 0.01 96.65 1050 | 1 0.01 96.66 1070 | 1 0.01 96.67 1090 | 1 0.01 96.68 1100 | 3 0.03 96.71 1110 | 1 0.01 96.72 1130 | 2 0.02 96.74 1140 | 1 0.01 96.75 1150 | 2 0.02 96.77 1160 | 2 0.02 96.79 1170 | 3 0.03 96.82 1180 | 1 0.01 96.83 1190 | 1 0.01 96.84 1200 | 1 0.01 96.85 1220 | 1 0.01 96.86 1240 | 1 0.01 96.87 1260 | 1 0.01 96.88 1270 | 2 0.02 96.90 1290 | 1 0.01 96.91 1340 | 1 0.01 96.92 1460 | 1 0.01 96.93 1610 | 1 0.01 96.94 3430 | 1 0.01 96.95 4010 | 1 0.01 96.96 5540 | 1 0.01 96.97 5610 | 1 0.01 96.98 5890 | 1 0.01 96.99 5980 | 1 0.01 97.00 6000 | 1 0.01 97.01 6530 | 1 0.01 97.02 6590 | 1 0.01 97.03 6720 | 1 0.01 97.04 7160 | 1 0.01 97.05 7330 | 2 0.02 97.07 7350 | 1 0.01 97.08 7610 | 1 0.01 97.09 8030 | 1 0.01 97.10 8150 | 2 0.02 97.12 8320 | 1 0.01 97.13 9050 | 1 0.01 97.14 9400 | 1 0.01 97.15 9430 | 1 0.01 97.16 9720 | 1 0.01 97.17 9760 | 1 0.01 97.18 10360 | 1 0.01 97.19 10550 | 1 0.01 97.20 10570 | 1 0.01 97.21 10610 | 1 0.01 97.22 10650 | 1 0.01 97.23 10730 | 1 0.01 97.24 10810 | 1 0.01 97.25 11290 | 1 0.01 97.26 11580 | 1 0.01 97.27 11720 | 1 0.01 97.28 11830 | 1 0.01 97.29 11890 | 1 0.01 97.30 12000 | 1 0.01 97.31 12050 | 1 0.01 97.32 12230 | 2 0.02 97.34 12260 | 1 0.01 97.35 12460 | 1 0.01 97.36 12590 | 1 0.01 97.37 12820 | 1 0.01 97.38 12870 | 1 0.01 97.39 13120 | 1 0.01 97.40 13130 | 1 0.01 97.41 13440 | 1 0.01 97.42 13510 | 1 0.01 97.43 14030 | 1 0.01 97.44 14100 | 1 0.01 97.45 14350 | 1 0.01 97.46 14420 | 1 0.01 97.47 14700 | 1 0.01 97.48 15390 | 1 0.01 97.49 15420 | 1 0.01 97.50 15600 | 1 0.01 97.51 15630 | 1 0.01 97.52 15920 | 2 0.02 97.54 16530 | 1 0.01 97.55 17090 | 1 0.01 97.56 17470 | 2 0.02 97.58 17620 | 1 0.01 97.59 17630 | 1 0.01 97.60 17900 | 1 0.01 97.61 18050 | 1 0.01 97.62 18130 | 1 0.01 97.63 18300 | 1 0.01 97.64 18340 | 1 0.01 97.65 18530 | 1 0.01 97.66 18690 | 1 0.01 97.67 18720 | 1 0.01 97.68 18920 | 1 0.01 97.69 19110 | 1 0.01 97.70 19180 | 1 0.01 97.71 19260 | 1 0.01 97.72 19480 | 1 0.01 97.73 19870 | 1 0.01 97.74 20050 | 1 0.01 97.75 20110 | 1 0.01 97.76 20910 | 1 0.01 97.77 21500 | 1 0.01 97.78 21740 | 1 0.01 97.79 21760 | 1 0.01 97.80 22080 | 1 0.01 97.81 22210 | 1 0.01 97.82 23060 | 1 0.01 97.83 23120 | 1 0.01 97.84 23210 | 1 0.01 97.85 24040 | 1 0.01 97.86 24080 | 1 0.01 97.87 24120 | 1 0.01 97.88 24560 | 1 0.01 97.89 25070 | 1 0.01 97.90 25240 | 1 0.01 97.91 25680 | 1 0.01 97.92 25790 | 1 0.01 97.93 26110 | 1 0.01 97.94 26790 | 1 0.01 97.95 27260 | 1 0.01 97.96 27280 | 1 0.01 97.97 28010 | 1 0.01 97.98 28070 | 1 0.01 97.99 28950 | 1 0.01 98.00 28990 | 1 0.01 98.01 29470 | 1 0.01 98.02 29610 | 1 0.01 98.03 29660 | 1 0.01 98.04 30760 | 1 0.01 98.05 30770 | 1 0.01 98.06 33000 | 1 0.01 98.07 33350 | 1 0.01 98.08 33520 | 1 0.01 98.09 33600 | 1 0.01 98.10 34140 | 1 0.01 98.11 34320 | 1 0.01 98.12 35030 | 1 0.01 98.13 35160 | 1 0.01 98.14 35240 | 1 0.01 98.15 35540 | 1 0.01 98.16 35820 | 1 0.01 98.17 36000 | 1 0.01 98.18 36320 | 1 0.01 98.19 36420 | 1 0.01 98.20 37990 | 1 0.01 98.21 38600 | 1 0.01 98.22 38750 | 1 0.01 98.23 38890 | 1 0.01 98.24 39250 | 1 0.01 98.25 39300 | 1 0.01 98.26 39920 | 1 0.01 98.27 40270 | 1 0.01 98.28 40470 | 1 0.01 98.29 41630 | 1 0.01 98.30 42290 | 1 0.01 98.31 42400 | 1 0.01 98.32 43200 | 1 0.01 98.33 43280 | 1 0.01 98.34 43720 | 1 0.01 98.35 44790 | 1 0.01 98.36 45160 | 1 0.01 98.37 45330 | 1 0.01 98.38 45510 | 1 0.01 98.39 45780 | 1 0.01 98.40 46290 | 1 0.01 98.41 48970 | 1 0.01 98.42 49370 | 1 0.01 98.43 49500 | 1 0.01 98.44 50000 | 1 0.01 98.45 50920 | 1 0.01 98.46 50960 | 1 0.01 98.47 51400 | 1 0.01 98.48 51510 | 1 0.01 98.49 51760 | 1 0.01 98.50 51770 | 1 0.01 98.51 52260 | 1 0.01 98.52 53050 | 1 0.01 98.53 53410 | 1 0.01 98.54 53430 | 1 0.01 98.55 53450 | 1 0.01 98.56 53480 | 1 0.01 98.57 55290 | 1 0.01 98.58 55880 | 1 0.01 98.59 57240 | 1 0.01 98.60 57520 | 1 0.01 98.61 57960 | 1 0.01 98.62 59310 | 1 0.01 98.63 59640 | 1 0.01 98.64 60170 | 1 0.01 98.65 60620 | 1 0.01 98.66 61290 | 1 0.01 98.67 62060 | 1 0.01 98.68 62450 | 1 0.01 98.69 64260 | 1 0.01 98.70 64960 | 1 0.01 98.71 65160 | 1 0.01 98.72 65470 | 1 0.01 98.73 65920 | 1 0.01 98.74 66350 | 1 0.01 98.75 66410 | 1 0.01 98.76 66840 | 1 0.01 98.77 66910 | 1 0.01 98.78 67070 | 1 0.01 98.79 67240 | 1 0.01 98.80 67340 | 1 0.01 98.81 67450 | 1 0.01 98.82 67790 | 1 0.01 98.83 68700 | 1 0.01 98.84 69260 | 1 0.01 98.85 70620 | 1 0.01 98.86 70770 | 1 0.01 98.87 71870 | 1 0.01 98.88 73560 | 1 0.01 98.89 74120 | 1 0.01 98.90 75110 | 1 0.01 98.91 75990 | 1 0.01 98.92 76710 | 1 0.01 98.93 78640 | 1 0.01 98.94 80970 | 1 0.01 98.95 81530 | 1 0.01 98.96 82010 | 1 0.01 98.97 82170 | 1 0.01 98.98 82870 | 1 0.01 98.99 83710 | 1 0.01 99.00 84540 | 1 0.01 99.01 84550 | 1 0.01 99.02 84900 | 1 0.01 99.03 85120 | 1 0.01 99.04 86660 | 1 0.01 99.05 87530 | 1 0.01 99.06 88910 | 1 0.01 99.07 89610 | 1 0.01 99.08 89640 | 1 0.01 99.09 89760 | 1 0.01 99.10 90000 | 1 0.01 99.11 90370 | 1 0.01 99.12 90670 | 1 0.01 99.13 90900 | 1 0.01 99.14 90910 | 1 0.01 99.15 91560 | 1 0.01 99.16 91600 | 1 0.01 99.17 91950 | 1 0.01 99.18 92250 | 1 0.01 99.19 92580 | 1 0.01 99.20 92950 | 1 0.01 99.21 93050 | 1 0.01 99.22 97010 | 1 0.01 99.23 97790 | 1 0.01 99.24 97880 | 1 0.01 99.25 98380 | 1 0.01 99.26 99530 | 1 0.01 99.27 100210 | 1 0.01 99.28 100440 | 1 0.01 99.29 104100 | 1 0.01 99.30 107040 | 1 0.01 99.31 107490 | 1 0.01 99.32 107780 | 1 0.01 99.33 108120 | 1 0.01 99.34 108860 | 1 0.01 99.35 109380 | 1 0.01 99.36 111180 | 1 0.01 99.37 112880 | 1 0.01 99.38 113070 | 1 0.01 99.39 114360 | 1 0.01 99.40 114980 | 1 0.01 99.41 115940 | 1 0.01 99.42 116750 | 1 0.01 99.43 117460 | 1 0.01 99.44 119660 | 1 0.01 99.45 119850 | 1 0.01 99.46 123860 | 1 0.01 99.47 131530 | 1 0.01 99.48 132600 | 1 0.01 99.49 132900 | 1 0.01 99.50 135260 | 1 0.01 99.51 136170 | 1 0.01 99.52 138410 | 1 0.01 99.53 140260 | 1 0.01 99.54 141790 | 1 0.01 99.55 147400 | 1 0.01 99.56 147480 | 1 0.01 99.57 147540 | 1 0.01 99.58 148700 | 1 0.01 99.59 149010 | 1 0.01 99.60 152070 | 1 0.01 99.61 153070 | 1 0.01 99.62 153810 | 1 0.01 99.63 154730 | 1 0.01 99.64 155170 | 1 0.01 99.65 158400 | 1 0.01 99.66 158780 | 1 0.01 99.67 159560 | 1 0.01 99.68 159760 | 1 0.01 99.69 160710 | 1 0.01 99.70 161560 | 1 0.01 99.71 161630 | 1 0.01 99.72 168190 | 1 0.01 99.73 170800 | 1 0.01 99.74 179820 | 1 0.01 99.75 186720 | 1 0.01 99.76 189320 | 1 0.01 99.77 190310 | 1 0.01 99.78 198030 | 1 0.01 99.79 201080 | 1 0.01 99.80 209740 | 1 0.01 99.81 213600 | 1 0.01 99.82 230400 | 1 0.01 99.83 243240 | 1 0.01 99.84 263640 | 1 0.01 99.85 280290 | 1 0.01 99.86 283210 | 1 0.01 99.87 283270 | 1 0.01 99.88 285300 | 1 0.01 99.89 333540 | 1 0.01 99.90 363320 | 1 0.01 99.91 377140 | 1 0.01 99.92 402440 | 1 0.01 99.93 405700 | 1 0.01 99.94 407000 | 1 0.01 99.95 451400 | 1 0.01 99.96 540080 | 1 0.01 99.97 650090 | 1 0.01 99.98 694040 | 1 0.01 99.99 797920 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017