Frequencies for first 10,000 rows of n07300 variable in zipcode2016 dataset : Number of | returns | with | foreign tax | credit | 1040:48 | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,102 51.02 51.02 20 | 498 4.98 56.00 30 | 871 8.71 64.71 40 | 692 6.92 71.63 50 | 455 4.55 76.18 60 | 296 2.96 79.14 70 | 257 2.57 81.71 80 | 212 2.12 83.83 90 | 153 1.53 85.36 100 | 119 1.19 86.55 110 | 112 1.12 87.67 120 | 90 0.90 88.57 130 | 94 0.94 89.51 140 | 81 0.81 90.32 150 | 61 0.61 90.93 160 | 40 0.40 91.33 170 | 56 0.56 91.89 180 | 35 0.35 92.24 190 | 31 0.31 92.55 200 | 27 0.27 92.82 210 | 25 0.25 93.07 220 | 31 0.31 93.38 230 | 16 0.16 93.54 240 | 14 0.14 93.68 250 | 23 0.23 93.91 260 | 12 0.12 94.03 270 | 11 0.11 94.14 280 | 21 0.21 94.35 290 | 15 0.15 94.50 300 | 10 0.10 94.60 310 | 12 0.12 94.72 320 | 10 0.10 94.82 330 | 9 0.09 94.91 340 | 8 0.08 94.99 350 | 8 0.08 95.07 360 | 5 0.05 95.12 370 | 10 0.10 95.22 380 | 9 0.09 95.31 390 | 8 0.08 95.39 400 | 4 0.04 95.43 410 | 8 0.08 95.51 420 | 9 0.09 95.60 430 | 3 0.03 95.63 440 | 4 0.04 95.67 450 | 7 0.07 95.74 460 | 10 0.10 95.84 470 | 1 0.01 95.85 480 | 3 0.03 95.88 490 | 8 0.08 95.96 500 | 2 0.02 95.98 510 | 6 0.06 96.04 520 | 4 0.04 96.08 530 | 4 0.04 96.12 540 | 10 0.10 96.22 550 | 5 0.05 96.27 560 | 3 0.03 96.30 570 | 2 0.02 96.32 580 | 3 0.03 96.35 590 | 2 0.02 96.37 600 | 2 0.02 96.39 610 | 3 0.03 96.42 630 | 2 0.02 96.44 640 | 1 0.01 96.45 650 | 2 0.02 96.47 660 | 2 0.02 96.49 670 | 2 0.02 96.51 680 | 1 0.01 96.52 690 | 2 0.02 96.54 700 | 2 0.02 96.56 710 | 3 0.03 96.59 720 | 2 0.02 96.61 740 | 1 0.01 96.62 750 | 1 0.01 96.63 760 | 5 0.05 96.68 770 | 4 0.04 96.72 790 | 1 0.01 96.73 800 | 1 0.01 96.74 820 | 2 0.02 96.76 840 | 2 0.02 96.78 850 | 2 0.02 96.80 880 | 1 0.01 96.81 900 | 1 0.01 96.82 910 | 1 0.01 96.83 920 | 1 0.01 96.84 960 | 1 0.01 96.85 1010 | 1 0.01 96.86 1020 | 1 0.01 96.87 1040 | 1 0.01 96.88 1060 | 1 0.01 96.89 1090 | 1 0.01 96.90 1100 | 1 0.01 96.91 1160 | 1 0.01 96.92 1180 | 1 0.01 96.93 1190 | 1 0.01 96.94 1210 | 1 0.01 96.95 1220 | 1 0.01 96.96 1230 | 1 0.01 96.97 1250 | 1 0.01 96.98 1260 | 1 0.01 96.99 1340 | 2 0.02 97.01 1360 | 3 0.03 97.04 1380 | 1 0.01 97.05 1430 | 1 0.01 97.06 1440 | 1 0.01 97.07 1450 | 1 0.01 97.08 1510 | 2 0.02 97.10 1520 | 1 0.01 97.11 1550 | 1 0.01 97.12 1580 | 2 0.02 97.14 1610 | 1 0.01 97.15 1760 | 1 0.01 97.16 1900 | 1 0.01 97.17 2020 | 1 0.01 97.18 2030 | 1 0.01 97.19 2080 | 1 0.01 97.20 2160 | 1 0.01 97.21 2230 | 1 0.01 97.22 2310 | 1 0.01 97.23 2370 | 1 0.01 97.24 2390 | 3 0.03 97.27 2400 | 1 0.01 97.28 2440 | 2 0.02 97.30 2530 | 1 0.01 97.31 2700 | 1 0.01 97.32 2800 | 1 0.01 97.33 2810 | 1 0.01 97.34 2910 | 1 0.01 97.35 2940 | 1 0.01 97.36 2970 | 1 0.01 97.37 3050 | 1 0.01 97.38 3120 | 1 0.01 97.39 3140 | 1 0.01 97.40 3200 | 1 0.01 97.41 3210 | 1 0.01 97.42 3220 | 1 0.01 97.43 3250 | 1 0.01 97.44 3260 | 2 0.02 97.46 3460 | 1 0.01 97.47 3480 | 1 0.01 97.48 3530 | 1 0.01 97.49 3570 | 1 0.01 97.50 3590 | 1 0.01 97.51 3650 | 1 0.01 97.52 3710 | 1 0.01 97.53 3830 | 1 0.01 97.54 3950 | 1 0.01 97.55 3960 | 1 0.01 97.56 3980 | 1 0.01 97.57 3990 | 1 0.01 97.58 4070 | 2 0.02 97.60 4170 | 1 0.01 97.61 4220 | 1 0.01 97.62 4290 | 1 0.01 97.63 4320 | 1 0.01 97.64 4420 | 1 0.01 97.65 4450 | 1 0.01 97.66 4510 | 1 0.01 97.67 4520 | 1 0.01 97.68 4540 | 1 0.01 97.69 4570 | 1 0.01 97.70 4750 | 1 0.01 97.71 4840 | 1 0.01 97.72 4920 | 1 0.01 97.73 5010 | 1 0.01 97.74 5030 | 1 0.01 97.75 5070 | 1 0.01 97.76 5160 | 2 0.02 97.78 5170 | 1 0.01 97.79 5200 | 1 0.01 97.80 5240 | 2 0.02 97.82 5260 | 1 0.01 97.83 5350 | 1 0.01 97.84 5360 | 1 0.01 97.85 5390 | 1 0.01 97.86 5420 | 2 0.02 97.88 5520 | 1 0.01 97.89 5530 | 1 0.01 97.90 5650 | 1 0.01 97.91 5730 | 1 0.01 97.92 5740 | 1 0.01 97.93 5750 | 1 0.01 97.94 5830 | 1 0.01 97.95 5850 | 1 0.01 97.96 5890 | 1 0.01 97.97 6130 | 2 0.02 97.99 6220 | 1 0.01 98.00 6290 | 1 0.01 98.01 6320 | 1 0.01 98.02 6360 | 1 0.01 98.03 6370 | 1 0.01 98.04 6380 | 1 0.01 98.05 6420 | 1 0.01 98.06 6450 | 1 0.01 98.07 6780 | 1 0.01 98.08 6790 | 1 0.01 98.09 6830 | 2 0.02 98.11 6860 | 1 0.01 98.12 6950 | 1 0.01 98.13 7000 | 1 0.01 98.14 7200 | 1 0.01 98.15 7290 | 1 0.01 98.16 7510 | 1 0.01 98.17 7530 | 1 0.01 98.18 7630 | 1 0.01 98.19 7680 | 1 0.01 98.20 7840 | 1 0.01 98.21 7890 | 1 0.01 98.22 7930 | 1 0.01 98.23 8290 | 1 0.01 98.24 8340 | 1 0.01 98.25 8440 | 1 0.01 98.26 8480 | 1 0.01 98.27 8520 | 1 0.01 98.28 8890 | 1 0.01 98.29 8910 | 1 0.01 98.30 8980 | 1 0.01 98.31 9000 | 2 0.02 98.33 9020 | 1 0.01 98.34 9150 | 1 0.01 98.35 9340 | 1 0.01 98.36 9600 | 1 0.01 98.37 9640 | 1 0.01 98.38 9790 | 1 0.01 98.39 9890 | 1 0.01 98.40 10130 | 1 0.01 98.41 10260 | 1 0.01 98.42 10540 | 1 0.01 98.43 10780 | 1 0.01 98.44 10800 | 1 0.01 98.45 10840 | 1 0.01 98.46 10920 | 1 0.01 98.47 10970 | 1 0.01 98.48 11060 | 1 0.01 98.49 11180 | 1 0.01 98.50 11700 | 1 0.01 98.51 11730 | 1 0.01 98.52 11750 | 2 0.02 98.54 12020 | 1 0.01 98.55 12420 | 1 0.01 98.56 12500 | 2 0.02 98.58 12810 | 1 0.01 98.59 12860 | 1 0.01 98.60 13000 | 1 0.01 98.61 13350 | 1 0.01 98.62 13460 | 1 0.01 98.63 13590 | 1 0.01 98.64 13710 | 1 0.01 98.65 13770 | 1 0.01 98.66 14210 | 1 0.01 98.67 14220 | 1 0.01 98.68 14450 | 1 0.01 98.69 14490 | 1 0.01 98.70 14510 | 1 0.01 98.71 14590 | 1 0.01 98.72 14670 | 1 0.01 98.73 14680 | 1 0.01 98.74 14940 | 1 0.01 98.75 14970 | 1 0.01 98.76 15010 | 1 0.01 98.77 15120 | 1 0.01 98.78 15260 | 1 0.01 98.79 16050 | 1 0.01 98.80 17230 | 1 0.01 98.81 17440 | 1 0.01 98.82 17630 | 1 0.01 98.83 17780 | 1 0.01 98.84 18020 | 1 0.01 98.85 18190 | 2 0.02 98.87 18320 | 1 0.01 98.88 18380 | 1 0.01 98.89 18490 | 1 0.01 98.90 18600 | 1 0.01 98.91 18700 | 1 0.01 98.92 18720 | 1 0.01 98.93 19190 | 1 0.01 98.94 19270 | 1 0.01 98.95 19850 | 1 0.01 98.96 20250 | 1 0.01 98.97 20360 | 1 0.01 98.98 20490 | 1 0.01 98.99 21030 | 1 0.01 99.00 21380 | 1 0.01 99.01 21420 | 1 0.01 99.02 21520 | 1 0.01 99.03 21980 | 1 0.01 99.04 22100 | 1 0.01 99.05 22640 | 1 0.01 99.06 22970 | 1 0.01 99.07 22980 | 1 0.01 99.08 23140 | 1 0.01 99.09 23170 | 1 0.01 99.10 23300 | 1 0.01 99.11 23370 | 1 0.01 99.12 23460 | 1 0.01 99.13 25020 | 1 0.01 99.14 25720 | 1 0.01 99.15 25760 | 1 0.01 99.16 26130 | 1 0.01 99.17 27120 | 1 0.01 99.18 27290 | 1 0.01 99.19 27480 | 1 0.01 99.20 27560 | 1 0.01 99.21 28480 | 1 0.01 99.22 28600 | 1 0.01 99.23 28670 | 1 0.01 99.24 30310 | 1 0.01 99.25 30440 | 1 0.01 99.26 30710 | 1 0.01 99.27 30720 | 1 0.01 99.28 30740 | 1 0.01 99.29 30750 | 1 0.01 99.30 30910 | 1 0.01 99.31 30960 | 1 0.01 99.32 31080 | 1 0.01 99.33 31500 | 1 0.01 99.34 31990 | 1 0.01 99.35 32020 | 1 0.01 99.36 33420 | 1 0.01 99.37 33890 | 1 0.01 99.38 37180 | 1 0.01 99.39 37240 | 1 0.01 99.40 39050 | 1 0.01 99.41 39360 | 1 0.01 99.42 39480 | 1 0.01 99.43 39490 | 1 0.01 99.44 39920 | 1 0.01 99.45 40320 | 1 0.01 99.46 40780 | 1 0.01 99.47 40990 | 1 0.01 99.48 43590 | 1 0.01 99.49 44610 | 1 0.01 99.50 44970 | 1 0.01 99.51 45390 | 1 0.01 99.52 45610 | 1 0.01 99.53 47770 | 1 0.01 99.54 48000 | 1 0.01 99.55 50670 | 1 0.01 99.56 51170 | 1 0.01 99.57 51290 | 1 0.01 99.58 51440 | 1 0.01 99.59 51560 | 1 0.01 99.60 51680 | 1 0.01 99.61 51920 | 1 0.01 99.62 52030 | 1 0.01 99.63 53360 | 1 0.01 99.64 54430 | 1 0.01 99.65 54650 | 1 0.01 99.66 56500 | 1 0.01 99.67 57470 | 1 0.01 99.68 57860 | 1 0.01 99.69 58110 | 1 0.01 99.70 59230 | 1 0.01 99.71 61340 | 1 0.01 99.72 62950 | 1 0.01 99.73 64560 | 1 0.01 99.74 67310 | 1 0.01 99.75 69630 | 1 0.01 99.76 71550 | 1 0.01 99.77 71630 | 1 0.01 99.78 73590 | 1 0.01 99.79 75590 | 1 0.01 99.80 78700 | 1 0.01 99.81 81450 | 1 0.01 99.82 84720 | 1 0.01 99.83 86090 | 1 0.01 99.84 87500 | 1 0.01 99.85 90540 | 1 0.01 99.86 98400 | 1 0.01 99.87 102130 | 1 0.01 99.88 102850 | 1 0.01 99.89 104790 | 1 0.01 99.90 106410 | 1 0.01 99.91 114750 | 1 0.01 99.92 121300 | 1 0.01 99.93 131220 | 1 0.01 99.94 149380 | 1 0.01 99.95 156660 | 1 0.01 99.96 157490 | 1 0.01 99.97 182710 | 1 0.01 99.98 279140 | 1 0.01 99.99 331770 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018