Frequencies for first 10,000 rows of n03210 variable in zipcode2016 dataset : Number of | returns | with | student | loan | interest | deduction | 1040:33 / | 1040A:18 | Freq. Percent Cum. ------------+----------------------------------- 0 | 4,424 44.24 44.24 20 | 450 4.50 48.74 30 | 796 7.96 56.70 40 | 590 5.90 62.60 50 | 476 4.76 67.36 60 | 339 3.39 70.75 70 | 262 2.62 73.37 80 | 246 2.46 75.83 90 | 185 1.85 77.68 100 | 172 1.72 79.40 110 | 131 1.31 80.71 120 | 109 1.09 81.80 130 | 128 1.28 83.08 140 | 84 0.84 83.92 150 | 102 1.02 84.94 160 | 89 0.89 85.83 170 | 84 0.84 86.67 180 | 71 0.71 87.38 190 | 65 0.65 88.03 200 | 60 0.60 88.63 210 | 57 0.57 89.20 220 | 52 0.52 89.72 230 | 54 0.54 90.26 240 | 44 0.44 90.70 250 | 46 0.46 91.16 260 | 26 0.26 91.42 270 | 35 0.35 91.77 280 | 27 0.27 92.04 290 | 24 0.24 92.28 300 | 34 0.34 92.62 310 | 28 0.28 92.90 320 | 24 0.24 93.14 330 | 34 0.34 93.48 340 | 26 0.26 93.74 350 | 15 0.15 93.89 360 | 22 0.22 94.11 370 | 12 0.12 94.23 380 | 18 0.18 94.41 390 | 19 0.19 94.60 400 | 10 0.10 94.70 410 | 10 0.10 94.80 420 | 12 0.12 94.92 430 | 19 0.19 95.11 440 | 14 0.14 95.25 450 | 12 0.12 95.37 460 | 10 0.10 95.47 470 | 14 0.14 95.61 480 | 10 0.10 95.71 490 | 13 0.13 95.84 500 | 13 0.13 95.97 510 | 10 0.10 96.07 520 | 7 0.07 96.14 530 | 9 0.09 96.23 540 | 4 0.04 96.27 550 | 8 0.08 96.35 560 | 4 0.04 96.39 570 | 5 0.05 96.44 580 | 3 0.03 96.47 590 | 5 0.05 96.52 600 | 2 0.02 96.54 610 | 3 0.03 96.57 620 | 4 0.04 96.61 630 | 5 0.05 96.66 640 | 4 0.04 96.70 650 | 6 0.06 96.76 660 | 3 0.03 96.79 670 | 2 0.02 96.81 680 | 3 0.03 96.84 690 | 2 0.02 96.86 700 | 2 0.02 96.88 720 | 2 0.02 96.90 730 | 3 0.03 96.93 740 | 3 0.03 96.96 750 | 3 0.03 96.99 770 | 1 0.01 97.00 780 | 1 0.01 97.01 800 | 2 0.02 97.03 810 | 1 0.01 97.04 830 | 4 0.04 97.08 840 | 1 0.01 97.09 860 | 4 0.04 97.13 870 | 1 0.01 97.14 880 | 3 0.03 97.17 890 | 1 0.01 97.18 910 | 1 0.01 97.19 940 | 2 0.02 97.21 960 | 1 0.01 97.22 970 | 2 0.02 97.24 990 | 3 0.03 97.27 1020 | 1 0.01 97.28 1040 | 1 0.01 97.29 1060 | 1 0.01 97.30 1090 | 1 0.01 97.31 1190 | 1 0.01 97.32 1220 | 2 0.02 97.34 1230 | 1 0.01 97.35 1270 | 1 0.01 97.36 1280 | 1 0.01 97.37 1330 | 1 0.01 97.38 1400 | 1 0.01 97.39 1420 | 1 0.01 97.40 1450 | 1 0.01 97.41 1700 | 1 0.01 97.42 1900 | 1 0.01 97.43 1960 | 1 0.01 97.44 2500 | 1 0.01 97.45 2590 | 1 0.01 97.46 3130 | 1 0.01 97.47 3170 | 1 0.01 97.48 3420 | 1 0.01 97.49 3470 | 1 0.01 97.50 3520 | 1 0.01 97.51 4110 | 1 0.01 97.52 4360 | 1 0.01 97.53 4480 | 1 0.01 97.54 4670 | 2 0.02 97.56 4760 | 1 0.01 97.57 5010 | 1 0.01 97.58 5360 | 1 0.01 97.59 5390 | 1 0.01 97.60 5430 | 1 0.01 97.61 5500 | 1 0.01 97.62 5650 | 1 0.01 97.63 5680 | 1 0.01 97.64 5780 | 1 0.01 97.65 6540 | 1 0.01 97.66 6610 | 1 0.01 97.67 6710 | 1 0.01 97.68 6720 | 1 0.01 97.69 6930 | 1 0.01 97.70 6950 | 1 0.01 97.71 6960 | 1 0.01 97.72 7100 | 1 0.01 97.73 7380 | 1 0.01 97.74 7410 | 1 0.01 97.75 7440 | 1 0.01 97.76 7500 | 1 0.01 97.77 7830 | 1 0.01 97.78 7880 | 1 0.01 97.79 7990 | 1 0.01 97.80 8280 | 1 0.01 97.81 8350 | 2 0.02 97.83 8620 | 1 0.01 97.84 8650 | 1 0.01 97.85 9060 | 1 0.01 97.86 9160 | 1 0.01 97.87 9450 | 1 0.01 97.88 9540 | 1 0.01 97.89 9700 | 1 0.01 97.90 9810 | 1 0.01 97.91 9830 | 1 0.01 97.92 9850 | 1 0.01 97.93 10080 | 1 0.01 97.94 10210 | 2 0.02 97.96 10280 | 1 0.01 97.97 10310 | 1 0.01 97.98 10340 | 1 0.01 97.99 10510 | 1 0.01 98.00 10540 | 1 0.01 98.01 10580 | 1 0.01 98.02 10610 | 1 0.01 98.03 10620 | 1 0.01 98.04 10680 | 1 0.01 98.05 10770 | 1 0.01 98.06 11210 | 1 0.01 98.07 11870 | 1 0.01 98.08 12690 | 1 0.01 98.09 13090 | 1 0.01 98.10 13140 | 1 0.01 98.11 13150 | 1 0.01 98.12 13260 | 1 0.01 98.13 13360 | 1 0.01 98.14 14030 | 1 0.01 98.15 14200 | 1 0.01 98.16 14310 | 1 0.01 98.17 14380 | 1 0.01 98.18 14510 | 1 0.01 98.19 14520 | 1 0.01 98.20 15000 | 1 0.01 98.21 15110 | 1 0.01 98.22 15370 | 1 0.01 98.23 15730 | 1 0.01 98.24 15780 | 1 0.01 98.25 15900 | 1 0.01 98.26 15940 | 1 0.01 98.27 16240 | 1 0.01 98.28 16580 | 1 0.01 98.29 16920 | 1 0.01 98.30 16980 | 1 0.01 98.31 17090 | 1 0.01 98.32 17110 | 1 0.01 98.33 17540 | 1 0.01 98.34 17800 | 1 0.01 98.35 18160 | 1 0.01 98.36 18890 | 1 0.01 98.37 19120 | 1 0.01 98.38 19370 | 1 0.01 98.39 19430 | 1 0.01 98.40 19540 | 1 0.01 98.41 19670 | 1 0.01 98.42 20220 | 1 0.01 98.43 20340 | 1 0.01 98.44 20600 | 1 0.01 98.45 20610 | 1 0.01 98.46 21040 | 1 0.01 98.47 21070 | 2 0.02 98.49 21130 | 1 0.01 98.50 21430 | 1 0.01 98.51 22870 | 1 0.01 98.52 23330 | 1 0.01 98.53 23820 | 1 0.01 98.54 23940 | 1 0.01 98.55 24250 | 1 0.01 98.56 24440 | 1 0.01 98.57 24470 | 1 0.01 98.58 24600 | 1 0.01 98.59 24800 | 1 0.01 98.60 25240 | 1 0.01 98.61 25590 | 1 0.01 98.62 25790 | 1 0.01 98.63 26850 | 1 0.01 98.64 27020 | 1 0.01 98.65 27190 | 1 0.01 98.66 27380 | 1 0.01 98.67 27630 | 1 0.01 98.68 28810 | 1 0.01 98.69 28990 | 1 0.01 98.70 29090 | 1 0.01 98.71 29110 | 1 0.01 98.72 30020 | 1 0.01 98.73 30030 | 1 0.01 98.74 30380 | 1 0.01 98.75 30790 | 1 0.01 98.76 31280 | 1 0.01 98.77 31550 | 1 0.01 98.78 31580 | 1 0.01 98.79 32660 | 1 0.01 98.80 33030 | 1 0.01 98.81 33150 | 1 0.01 98.82 33380 | 1 0.01 98.83 34440 | 1 0.01 98.84 34460 | 1 0.01 98.85 35470 | 1 0.01 98.86 35590 | 1 0.01 98.87 35890 | 1 0.01 98.88 35970 | 1 0.01 98.89 36410 | 1 0.01 98.90 36710 | 1 0.01 98.91 37270 | 1 0.01 98.92 37430 | 1 0.01 98.93 37480 | 1 0.01 98.94 38030 | 1 0.01 98.95 38120 | 1 0.01 98.96 38740 | 1 0.01 98.97 40140 | 1 0.01 98.98 40430 | 1 0.01 98.99 40610 | 1 0.01 99.00 40650 | 1 0.01 99.01 41290 | 1 0.01 99.02 41490 | 1 0.01 99.03 41900 | 1 0.01 99.04 42250 | 1 0.01 99.05 42860 | 1 0.01 99.06 43090 | 1 0.01 99.07 44010 | 1 0.01 99.08 44210 | 1 0.01 99.09 44340 | 1 0.01 99.10 45990 | 1 0.01 99.11 46830 | 1 0.01 99.12 47150 | 1 0.01 99.13 47490 | 1 0.01 99.14 47630 | 1 0.01 99.15 48210 | 1 0.01 99.16 49570 | 1 0.01 99.17 51020 | 1 0.01 99.18 51360 | 1 0.01 99.19 51560 | 1 0.01 99.20 52330 | 1 0.01 99.21 52630 | 1 0.01 99.22 53220 | 1 0.01 99.23 53950 | 2 0.02 99.25 54430 | 1 0.01 99.26 55870 | 1 0.01 99.27 58150 | 1 0.01 99.28 58590 | 1 0.01 99.29 59020 | 1 0.01 99.30 59090 | 1 0.01 99.31 59200 | 1 0.01 99.32 59980 | 1 0.01 99.33 60880 | 1 0.01 99.34 62430 | 1 0.01 99.35 63740 | 1 0.01 99.36 63940 | 1 0.01 99.37 65010 | 1 0.01 99.38 65290 | 1 0.01 99.39 65590 | 1 0.01 99.40 65680 | 1 0.01 99.41 66300 | 1 0.01 99.42 68520 | 1 0.01 99.43 69570 | 1 0.01 99.44 69920 | 1 0.01 99.45 72410 | 1 0.01 99.46 72580 | 1 0.01 99.47 73100 | 1 0.01 99.48 73680 | 1 0.01 99.49 74620 | 1 0.01 99.50 75830 | 1 0.01 99.51 75850 | 1 0.01 99.52 76070 | 1 0.01 99.53 76580 | 1 0.01 99.54 78680 | 1 0.01 99.55 79660 | 1 0.01 99.56 82090 | 1 0.01 99.57 84170 | 1 0.01 99.58 85290 | 1 0.01 99.59 85930 | 1 0.01 99.60 86240 | 1 0.01 99.61 86910 | 1 0.01 99.62 88560 | 1 0.01 99.63 89150 | 1 0.01 99.64 89520 | 1 0.01 99.65 92950 | 1 0.01 99.66 93740 | 1 0.01 99.67 93930 | 1 0.01 99.68 95830 | 1 0.01 99.69 97940 | 1 0.01 99.70 102120 | 1 0.01 99.71 106960 | 1 0.01 99.72 107710 | 1 0.01 99.73 108460 | 1 0.01 99.74 109310 | 1 0.01 99.75 111090 | 1 0.01 99.76 115450 | 1 0.01 99.77 115610 | 1 0.01 99.78 116630 | 1 0.01 99.79 117970 | 1 0.01 99.80 119570 | 1 0.01 99.81 119770 | 1 0.01 99.82 123470 | 1 0.01 99.83 124020 | 1 0.01 99.84 124710 | 1 0.01 99.85 140280 | 1 0.01 99.86 140800 | 1 0.01 99.87 159920 | 1 0.01 99.88 163710 | 1 0.01 99.89 164320 | 1 0.01 99.90 175220 | 1 0.01 99.91 189780 | 1 0.01 99.92 202230 | 1 0.01 99.93 202830 | 1 0.01 99.94 205270 | 1 0.01 99.95 214310 | 1 0.01 99.96 259800 | 1 0.01 99.97 263640 | 1 0.01 99.98 272400 | 1 0.01 99.99 329050 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018