Frequencies for first 10,000 rows of n09400 variable in zipcode2014 dataset : Number of | returns | with | self-employ | ment tax | 1040:57 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,593 25.93 25.93 20 | 537 5.37 31.30 30 | 992 9.92 41.22 40 | 835 8.35 49.57 50 | 608 6.08 55.65 60 | 449 4.49 60.14 70 | 388 3.88 64.02 80 | 313 3.13 67.15 90 | 245 2.45 69.60 100 | 230 2.30 71.90 110 | 226 2.26 74.16 120 | 188 1.88 76.04 130 | 165 1.65 77.69 140 | 167 1.67 79.36 150 | 139 1.39 80.75 160 | 123 1.23 81.98 170 | 111 1.11 83.09 180 | 99 0.99 84.08 190 | 90 0.90 84.98 200 | 84 0.84 85.82 210 | 74 0.74 86.56 220 | 71 0.71 87.27 230 | 64 0.64 87.91 240 | 50 0.50 88.41 250 | 66 0.66 89.07 260 | 49 0.49 89.56 270 | 48 0.48 90.04 280 | 33 0.33 90.37 290 | 38 0.38 90.75 300 | 39 0.39 91.14 310 | 35 0.35 91.49 320 | 31 0.31 91.80 330 | 22 0.22 92.02 340 | 35 0.35 92.37 350 | 22 0.22 92.59 360 | 23 0.23 92.82 370 | 17 0.17 92.99 380 | 23 0.23 93.22 390 | 22 0.22 93.44 400 | 10 0.10 93.54 410 | 12 0.12 93.66 420 | 21 0.21 93.87 430 | 23 0.23 94.10 440 | 12 0.12 94.22 450 | 11 0.11 94.33 460 | 15 0.15 94.48 470 | 8 0.08 94.56 480 | 11 0.11 94.67 490 | 15 0.15 94.82 500 | 11 0.11 94.93 510 | 13 0.13 95.06 520 | 10 0.10 95.16 530 | 9 0.09 95.25 540 | 12 0.12 95.37 550 | 8 0.08 95.45 560 | 3 0.03 95.48 570 | 2 0.02 95.50 580 | 4 0.04 95.54 590 | 6 0.06 95.60 600 | 5 0.05 95.65 610 | 7 0.07 95.72 620 | 5 0.05 95.77 630 | 7 0.07 95.84 640 | 4 0.04 95.88 650 | 5 0.05 95.93 660 | 8 0.08 96.01 670 | 5 0.05 96.06 680 | 4 0.04 96.10 690 | 3 0.03 96.13 700 | 2 0.02 96.15 710 | 1 0.01 96.16 720 | 2 0.02 96.18 730 | 1 0.01 96.19 740 | 3 0.03 96.22 750 | 1 0.01 96.23 760 | 4 0.04 96.27 770 | 4 0.04 96.31 780 | 2 0.02 96.33 790 | 3 0.03 96.36 800 | 4 0.04 96.40 820 | 2 0.02 96.42 830 | 5 0.05 96.47 840 | 2 0.02 96.49 850 | 2 0.02 96.51 860 | 2 0.02 96.53 870 | 5 0.05 96.58 900 | 5 0.05 96.63 910 | 2 0.02 96.65 960 | 1 0.01 96.66 1000 | 1 0.01 96.67 1040 | 1 0.01 96.68 1050 | 1 0.01 96.69 1060 | 1 0.01 96.70 1090 | 1 0.01 96.71 1100 | 1 0.01 96.72 1120 | 3 0.03 96.75 1130 | 1 0.01 96.76 1140 | 1 0.01 96.77 1160 | 2 0.02 96.79 1170 | 2 0.02 96.81 1190 | 1 0.01 96.82 1200 | 1 0.01 96.83 1250 | 1 0.01 96.84 1300 | 1 0.01 96.85 1330 | 1 0.01 96.86 1370 | 1 0.01 96.87 1430 | 1 0.01 96.88 1660 | 1 0.01 96.89 1670 | 1 0.01 96.90 1710 | 1 0.01 96.91 1730 | 1 0.01 96.92 1760 | 1 0.01 96.93 1890 | 1 0.01 96.94 2560 | 1 0.01 96.95 3030 | 1 0.01 96.96 3240 | 1 0.01 96.97 3660 | 1 0.01 96.98 3730 | 1 0.01 96.99 3840 | 1 0.01 97.00 4050 | 1 0.01 97.01 4100 | 1 0.01 97.02 4160 | 1 0.01 97.03 4300 | 1 0.01 97.04 4540 | 1 0.01 97.05 4670 | 2 0.02 97.07 4810 | 1 0.01 97.08 4900 | 1 0.01 97.09 5120 | 1 0.01 97.10 5170 | 2 0.02 97.12 5220 | 1 0.01 97.13 5740 | 1 0.01 97.14 5770 | 1 0.01 97.15 5870 | 1 0.01 97.16 6120 | 1 0.01 97.17 6280 | 1 0.01 97.18 6580 | 1 0.01 97.19 6660 | 1 0.01 97.20 6910 | 1 0.01 97.21 6960 | 1 0.01 97.22 6970 | 1 0.01 97.23 6990 | 1 0.01 97.24 7000 | 1 0.01 97.25 7060 | 2 0.02 97.27 7130 | 1 0.01 97.28 7210 | 1 0.01 97.29 7450 | 1 0.01 97.30 7610 | 1 0.01 97.31 7700 | 1 0.01 97.32 7870 | 1 0.01 97.33 7880 | 1 0.01 97.34 7990 | 1 0.01 97.35 8060 | 1 0.01 97.36 8140 | 1 0.01 97.37 8200 | 1 0.01 97.38 8360 | 1 0.01 97.39 8410 | 1 0.01 97.40 8550 | 1 0.01 97.41 8880 | 1 0.01 97.42 9010 | 1 0.01 97.43 9050 | 1 0.01 97.44 9300 | 1 0.01 97.45 9330 | 1 0.01 97.46 9430 | 1 0.01 97.47 9530 | 1 0.01 97.48 9570 | 1 0.01 97.49 9810 | 1 0.01 97.50 9840 | 1 0.01 97.51 9930 | 1 0.01 97.52 10140 | 2 0.02 97.54 10360 | 1 0.01 97.55 10410 | 1 0.01 97.56 10420 | 1 0.01 97.57 10610 | 2 0.02 97.59 10890 | 1 0.01 97.60 10920 | 1 0.01 97.61 11010 | 1 0.01 97.62 11200 | 1 0.01 97.63 11430 | 2 0.02 97.65 11850 | 1 0.01 97.66 12000 | 1 0.01 97.67 12160 | 1 0.01 97.68 12380 | 1 0.01 97.69 12570 | 1 0.01 97.70 12610 | 1 0.01 97.71 12750 | 1 0.01 97.72 12880 | 1 0.01 97.73 12950 | 1 0.01 97.74 13480 | 1 0.01 97.75 13670 | 1 0.01 97.76 13780 | 1 0.01 97.77 13940 | 1 0.01 97.78 13990 | 1 0.01 97.79 14110 | 1 0.01 97.80 14370 | 1 0.01 97.81 14520 | 1 0.01 97.82 14760 | 1 0.01 97.83 14770 | 2 0.02 97.85 15240 | 1 0.01 97.86 15470 | 1 0.01 97.87 15760 | 1 0.01 97.88 15800 | 1 0.01 97.89 16190 | 1 0.01 97.90 16420 | 1 0.01 97.91 16450 | 1 0.01 97.92 16520 | 1 0.01 97.93 17260 | 1 0.01 97.94 17500 | 1 0.01 97.95 17520 | 1 0.01 97.96 18250 | 1 0.01 97.97 18420 | 1 0.01 97.98 19090 | 1 0.01 97.99 19150 | 1 0.01 98.00 19530 | 1 0.01 98.01 19600 | 1 0.01 98.02 19740 | 1 0.01 98.03 19790 | 1 0.01 98.04 19910 | 1 0.01 98.05 19930 | 1 0.01 98.06 19960 | 1 0.01 98.07 20130 | 1 0.01 98.08 20170 | 2 0.02 98.10 21150 | 1 0.01 98.11 21560 | 1 0.01 98.12 21640 | 1 0.01 98.13 21670 | 1 0.01 98.14 21780 | 1 0.01 98.15 21820 | 1 0.01 98.16 21870 | 1 0.01 98.17 22400 | 1 0.01 98.18 22510 | 1 0.01 98.19 22550 | 1 0.01 98.20 23690 | 1 0.01 98.21 24210 | 1 0.01 98.22 24380 | 1 0.01 98.23 24480 | 1 0.01 98.24 25320 | 1 0.01 98.25 25510 | 1 0.01 98.26 26800 | 1 0.01 98.27 26810 | 1 0.01 98.28 27030 | 1 0.01 98.29 27120 | 1 0.01 98.30 27360 | 1 0.01 98.31 27420 | 1 0.01 98.32 27460 | 1 0.01 98.33 27580 | 1 0.01 98.34 27790 | 1 0.01 98.35 27810 | 1 0.01 98.36 28620 | 1 0.01 98.37 28800 | 1 0.01 98.38 28970 | 1 0.01 98.39 28990 | 1 0.01 98.40 29350 | 1 0.01 98.41 29490 | 1 0.01 98.42 29790 | 2 0.02 98.44 29830 | 1 0.01 98.45 30000 | 1 0.01 98.46 31170 | 1 0.01 98.47 31230 | 1 0.01 98.48 31790 | 1 0.01 98.49 32000 | 1 0.01 98.50 32670 | 1 0.01 98.51 33000 | 1 0.01 98.52 33170 | 1 0.01 98.53 33400 | 1 0.01 98.54 33480 | 1 0.01 98.55 33880 | 1 0.01 98.56 34070 | 1 0.01 98.57 34110 | 1 0.01 98.58 34260 | 1 0.01 98.59 34280 | 1 0.01 98.60 35520 | 1 0.01 98.61 35580 | 1 0.01 98.62 35630 | 1 0.01 98.63 35850 | 1 0.01 98.64 36460 | 1 0.01 98.65 36900 | 1 0.01 98.66 37200 | 1 0.01 98.67 37790 | 1 0.01 98.68 38240 | 1 0.01 98.69 38550 | 1 0.01 98.70 39060 | 1 0.01 98.71 39120 | 1 0.01 98.72 39230 | 1 0.01 98.73 39830 | 1 0.01 98.74 39870 | 1 0.01 98.75 40420 | 1 0.01 98.76 40900 | 1 0.01 98.77 41590 | 1 0.01 98.78 41850 | 1 0.01 98.79 42420 | 1 0.01 98.80 42480 | 1 0.01 98.81 42610 | 1 0.01 98.82 42800 | 1 0.01 98.83 43510 | 1 0.01 98.84 43810 | 1 0.01 98.85 44240 | 1 0.01 98.86 44260 | 1 0.01 98.87 44800 | 1 0.01 98.88 44920 | 1 0.01 98.89 45010 | 1 0.01 98.90 45280 | 1 0.01 98.91 45600 | 1 0.01 98.92 47040 | 1 0.01 98.93 47080 | 1 0.01 98.94 47230 | 1 0.01 98.95 47310 | 1 0.01 98.96 47980 | 1 0.01 98.97 48790 | 1 0.01 98.98 49380 | 1 0.01 98.99 49840 | 1 0.01 99.00 50170 | 1 0.01 99.01 50290 | 1 0.01 99.02 50440 | 1 0.01 99.03 50660 | 1 0.01 99.04 51950 | 1 0.01 99.05 53240 | 1 0.01 99.06 55470 | 1 0.01 99.07 56980 | 1 0.01 99.08 57790 | 1 0.01 99.09 59080 | 1 0.01 99.10 59230 | 1 0.01 99.11 59490 | 1 0.01 99.12 59540 | 1 0.01 99.13 60390 | 1 0.01 99.14 60700 | 1 0.01 99.15 62220 | 1 0.01 99.16 62350 | 1 0.01 99.17 62500 | 1 0.01 99.18 62950 | 1 0.01 99.19 63340 | 1 0.01 99.20 63500 | 1 0.01 99.21 63800 | 1 0.01 99.22 64620 | 1 0.01 99.23 64840 | 1 0.01 99.24 64850 | 1 0.01 99.25 65790 | 1 0.01 99.26 67520 | 1 0.01 99.27 68120 | 1 0.01 99.28 68200 | 1 0.01 99.29 68920 | 1 0.01 99.30 69870 | 1 0.01 99.31 70270 | 1 0.01 99.32 71270 | 1 0.01 99.33 72530 | 1 0.01 99.34 72590 | 1 0.01 99.35 72600 | 1 0.01 99.36 74810 | 1 0.01 99.37 77210 | 1 0.01 99.38 77680 | 1 0.01 99.39 77820 | 1 0.01 99.40 78550 | 1 0.01 99.41 79790 | 1 0.01 99.42 81010 | 1 0.01 99.43 81650 | 1 0.01 99.44 83130 | 1 0.01 99.45 83450 | 1 0.01 99.46 84160 | 1 0.01 99.47 85520 | 1 0.01 99.48 87280 | 1 0.01 99.49 87350 | 1 0.01 99.50 90440 | 1 0.01 99.51 90850 | 1 0.01 99.52 91020 | 1 0.01 99.53 98090 | 1 0.01 99.54 98240 | 1 0.01 99.55 100470 | 1 0.01 99.56 104540 | 1 0.01 99.57 105300 | 1 0.01 99.58 107710 | 1 0.01 99.59 109220 | 1 0.01 99.60 109500 | 1 0.01 99.61 110270 | 1 0.01 99.62 111080 | 1 0.01 99.63 114540 | 1 0.01 99.64 116380 | 1 0.01 99.65 116700 | 1 0.01 99.66 116960 | 1 0.01 99.67 117680 | 1 0.01 99.68 117780 | 1 0.01 99.69 121940 | 1 0.01 99.70 124670 | 1 0.01 99.71 127660 | 1 0.01 99.72 130520 | 1 0.01 99.73 140050 | 1 0.01 99.74 142600 | 1 0.01 99.75 157850 | 1 0.01 99.76 164020 | 1 0.01 99.77 169430 | 1 0.01 99.78 172090 | 1 0.01 99.79 178000 | 1 0.01 99.80 178120 | 1 0.01 99.81 179200 | 1 0.01 99.82 194460 | 1 0.01 99.83 198760 | 1 0.01 99.84 208480 | 1 0.01 99.85 218550 | 1 0.01 99.86 221100 | 1 0.01 99.87 230230 | 1 0.01 99.88 234600 | 1 0.01 99.89 238570 | 1 0.01 99.90 248040 | 1 0.01 99.91 279820 | 1 0.01 99.92 318770 | 1 0.01 99.93 326470 | 1 0.01 99.94 333350 | 1 0.01 99.95 440420 | 1 0.01 99.96 668860 | 1 0.01 99.97 718550 | 1 0.01 99.98 798930 | 1 0.01 99.99 1162170 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017