Frequencies for first 10,000 rows of n09400 variable in zipcode2016 dataset : Number of | returns | with | self-employ | ment tax | 1040:57 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,937 29.37 29.37 20 | 545 5.45 34.82 30 | 979 9.79 44.61 40 | 804 8.04 52.65 50 | 604 6.04 58.69 60 | 431 4.31 63.00 70 | 372 3.72 66.72 80 | 272 2.72 69.44 90 | 229 2.29 71.73 100 | 222 2.22 73.95 110 | 195 1.95 75.90 120 | 190 1.90 77.80 130 | 169 1.69 79.49 140 | 127 1.27 80.76 150 | 137 1.37 82.13 160 | 94 0.94 83.07 170 | 103 1.03 84.10 180 | 106 1.06 85.16 190 | 82 0.82 85.98 200 | 76 0.76 86.74 210 | 68 0.68 87.42 220 | 66 0.66 88.08 230 | 70 0.70 88.78 240 | 35 0.35 89.13 250 | 47 0.47 89.60 260 | 44 0.44 90.04 270 | 41 0.41 90.45 280 | 36 0.36 90.81 290 | 33 0.33 91.14 300 | 32 0.32 91.46 310 | 30 0.30 91.76 320 | 27 0.27 92.03 330 | 28 0.28 92.31 340 | 29 0.29 92.60 350 | 27 0.27 92.87 360 | 19 0.19 93.06 370 | 18 0.18 93.24 380 | 18 0.18 93.42 390 | 24 0.24 93.66 400 | 16 0.16 93.82 410 | 20 0.20 94.02 420 | 14 0.14 94.16 430 | 6 0.06 94.22 440 | 16 0.16 94.38 450 | 15 0.15 94.53 460 | 13 0.13 94.66 470 | 11 0.11 94.77 480 | 10 0.10 94.87 490 | 11 0.11 94.98 500 | 11 0.11 95.09 510 | 3 0.03 95.12 520 | 11 0.11 95.23 530 | 10 0.10 95.33 540 | 4 0.04 95.37 550 | 7 0.07 95.44 560 | 10 0.10 95.54 570 | 9 0.09 95.63 580 | 8 0.08 95.71 590 | 6 0.06 95.77 600 | 6 0.06 95.83 610 | 3 0.03 95.86 620 | 2 0.02 95.88 630 | 9 0.09 95.97 640 | 2 0.02 95.99 650 | 4 0.04 96.03 660 | 3 0.03 96.06 670 | 2 0.02 96.08 680 | 2 0.02 96.10 690 | 5 0.05 96.15 700 | 4 0.04 96.19 710 | 2 0.02 96.21 720 | 8 0.08 96.29 730 | 2 0.02 96.31 740 | 1 0.01 96.32 750 | 1 0.01 96.33 770 | 2 0.02 96.35 790 | 2 0.02 96.37 810 | 3 0.03 96.40 830 | 3 0.03 96.43 840 | 3 0.03 96.46 850 | 2 0.02 96.48 860 | 1 0.01 96.49 870 | 2 0.02 96.51 880 | 2 0.02 96.53 890 | 2 0.02 96.55 900 | 3 0.03 96.58 910 | 1 0.01 96.59 920 | 5 0.05 96.64 930 | 1 0.01 96.65 940 | 2 0.02 96.67 960 | 3 0.03 96.70 980 | 1 0.01 96.71 990 | 1 0.01 96.72 1020 | 1 0.01 96.73 1030 | 1 0.01 96.74 1050 | 1 0.01 96.75 1080 | 1 0.01 96.76 1110 | 2 0.02 96.78 1130 | 1 0.01 96.79 1140 | 1 0.01 96.80 1160 | 1 0.01 96.81 1180 | 1 0.01 96.82 1200 | 1 0.01 96.83 1210 | 1 0.01 96.84 1260 | 1 0.01 96.85 1310 | 1 0.01 96.86 1320 | 1 0.01 96.87 1360 | 1 0.01 96.88 1480 | 1 0.01 96.89 1650 | 1 0.01 96.90 1700 | 1 0.01 96.91 1800 | 1 0.01 96.92 1860 | 1 0.01 96.93 1880 | 1 0.01 96.94 2180 | 1 0.01 96.95 2240 | 1 0.01 96.96 3180 | 1 0.01 96.97 3370 | 1 0.01 96.98 3410 | 1 0.01 96.99 3450 | 1 0.01 97.00 3550 | 1 0.01 97.01 3680 | 1 0.01 97.02 3720 | 1 0.01 97.03 3980 | 1 0.01 97.04 4000 | 1 0.01 97.05 4230 | 1 0.01 97.06 4770 | 1 0.01 97.07 4800 | 1 0.01 97.08 4810 | 1 0.01 97.09 5090 | 2 0.02 97.11 5160 | 1 0.01 97.12 5300 | 1 0.01 97.13 5540 | 1 0.01 97.14 5770 | 1 0.01 97.15 5930 | 1 0.01 97.16 6010 | 1 0.01 97.17 6120 | 1 0.01 97.18 6140 | 1 0.01 97.19 6240 | 1 0.01 97.20 6430 | 1 0.01 97.21 6550 | 1 0.01 97.22 6680 | 1 0.01 97.23 6760 | 1 0.01 97.24 6890 | 1 0.01 97.25 6900 | 1 0.01 97.26 7450 | 1 0.01 97.27 7510 | 1 0.01 97.28 7600 | 1 0.01 97.29 7630 | 1 0.01 97.30 7650 | 1 0.01 97.31 7680 | 1 0.01 97.32 7730 | 1 0.01 97.33 7890 | 1 0.01 97.34 7900 | 1 0.01 97.35 8090 | 1 0.01 97.36 8250 | 1 0.01 97.37 8260 | 1 0.01 97.38 8790 | 1 0.01 97.39 8840 | 1 0.01 97.40 9040 | 1 0.01 97.41 9110 | 1 0.01 97.42 9150 | 1 0.01 97.43 9180 | 1 0.01 97.44 9200 | 1 0.01 97.45 9210 | 1 0.01 97.46 9450 | 1 0.01 97.47 9620 | 1 0.01 97.48 9890 | 1 0.01 97.49 10070 | 1 0.01 97.50 10090 | 1 0.01 97.51 10110 | 1 0.01 97.52 10180 | 1 0.01 97.53 10340 | 1 0.01 97.54 10410 | 1 0.01 97.55 10430 | 1 0.01 97.56 10650 | 1 0.01 97.57 10690 | 1 0.01 97.58 10740 | 1 0.01 97.59 11090 | 1 0.01 97.60 11220 | 1 0.01 97.61 11350 | 1 0.01 97.62 11440 | 1 0.01 97.63 11620 | 1 0.01 97.64 11660 | 1 0.01 97.65 12080 | 1 0.01 97.66 12240 | 1 0.01 97.67 12300 | 1 0.01 97.68 12330 | 1 0.01 97.69 12420 | 1 0.01 97.70 12680 | 1 0.01 97.71 12720 | 1 0.01 97.72 12840 | 1 0.01 97.73 12950 | 1 0.01 97.74 12990 | 1 0.01 97.75 13000 | 1 0.01 97.76 13980 | 1 0.01 97.77 14010 | 1 0.01 97.78 14120 | 1 0.01 97.79 14140 | 1 0.01 97.80 14520 | 1 0.01 97.81 14700 | 1 0.01 97.82 14890 | 1 0.01 97.83 15180 | 1 0.01 97.84 15590 | 1 0.01 97.85 16290 | 1 0.01 97.86 16400 | 1 0.01 97.87 16770 | 1 0.01 97.88 16780 | 1 0.01 97.89 16920 | 1 0.01 97.90 17440 | 1 0.01 97.91 17510 | 1 0.01 97.92 17910 | 1 0.01 97.93 18060 | 1 0.01 97.94 18280 | 1 0.01 97.95 18340 | 1 0.01 97.96 18450 | 1 0.01 97.97 18600 | 1 0.01 97.98 18680 | 1 0.01 97.99 18820 | 1 0.01 98.00 18930 | 1 0.01 98.01 18990 | 1 0.01 98.02 19040 | 1 0.01 98.03 19160 | 1 0.01 98.04 19350 | 1 0.01 98.05 19400 | 1 0.01 98.06 19550 | 1 0.01 98.07 19960 | 1 0.01 98.08 20600 | 1 0.01 98.09 21310 | 1 0.01 98.10 21400 | 1 0.01 98.11 21410 | 1 0.01 98.12 21470 | 1 0.01 98.13 21760 | 1 0.01 98.14 22300 | 1 0.01 98.15 22360 | 1 0.01 98.16 22460 | 1 0.01 98.17 23150 | 1 0.01 98.18 23260 | 1 0.01 98.19 23700 | 1 0.01 98.20 24640 | 1 0.01 98.21 24850 | 1 0.01 98.22 25290 | 1 0.01 98.23 25340 | 1 0.01 98.24 25530 | 1 0.01 98.25 25590 | 1 0.01 98.26 26400 | 1 0.01 98.27 26490 | 1 0.01 98.28 27100 | 1 0.01 98.29 27180 | 1 0.01 98.30 27370 | 1 0.01 98.31 27550 | 1 0.01 98.32 27610 | 1 0.01 98.33 28110 | 1 0.01 98.34 28260 | 1 0.01 98.35 28480 | 1 0.01 98.36 28900 | 1 0.01 98.37 29000 | 1 0.01 98.38 29950 | 1 0.01 98.39 29960 | 1 0.01 98.40 30070 | 1 0.01 98.41 30180 | 1 0.01 98.42 30870 | 1 0.01 98.43 30970 | 1 0.01 98.44 31060 | 1 0.01 98.45 31130 | 1 0.01 98.46 31370 | 1 0.01 98.47 32060 | 1 0.01 98.48 32180 | 1 0.01 98.49 33090 | 1 0.01 98.50 33260 | 1 0.01 98.51 33890 | 1 0.01 98.52 34580 | 1 0.01 98.53 34620 | 1 0.01 98.54 34780 | 1 0.01 98.55 35290 | 1 0.01 98.56 35450 | 1 0.01 98.57 35550 | 1 0.01 98.58 35580 | 1 0.01 98.59 36300 | 1 0.01 98.60 37020 | 1 0.01 98.61 37750 | 1 0.01 98.62 38490 | 2 0.02 98.64 38560 | 1 0.01 98.65 38680 | 1 0.01 98.66 38780 | 1 0.01 98.67 39340 | 1 0.01 98.68 39730 | 1 0.01 98.69 39760 | 1 0.01 98.70 39970 | 1 0.01 98.71 40250 | 1 0.01 98.72 40320 | 1 0.01 98.73 40400 | 1 0.01 98.74 41000 | 1 0.01 98.75 41530 | 1 0.01 98.76 41720 | 1 0.01 98.77 42050 | 1 0.01 98.78 43170 | 1 0.01 98.79 43450 | 1 0.01 98.80 43760 | 1 0.01 98.81 44240 | 1 0.01 98.82 44850 | 1 0.01 98.83 45470 | 1 0.01 98.84 45510 | 1 0.01 98.85 45610 | 1 0.01 98.86 46090 | 1 0.01 98.87 46150 | 1 0.01 98.88 46760 | 1 0.01 98.89 47260 | 1 0.01 98.90 47820 | 1 0.01 98.91 47870 | 1 0.01 98.92 48020 | 1 0.01 98.93 48310 | 1 0.01 98.94 48440 | 1 0.01 98.95 49770 | 1 0.01 98.96 49900 | 1 0.01 98.97 49940 | 1 0.01 98.98 50990 | 1 0.01 98.99 52120 | 1 0.01 99.00 52240 | 1 0.01 99.01 52500 | 1 0.01 99.02 53140 | 1 0.01 99.03 55080 | 1 0.01 99.04 56260 | 1 0.01 99.05 56630 | 1 0.01 99.06 56920 | 1 0.01 99.07 57910 | 1 0.01 99.08 60930 | 1 0.01 99.09 61030 | 1 0.01 99.10 61210 | 1 0.01 99.11 61650 | 1 0.01 99.12 62430 | 1 0.01 99.13 63310 | 1 0.01 99.14 63410 | 1 0.01 99.15 63920 | 1 0.01 99.16 64080 | 1 0.01 99.17 64830 | 1 0.01 99.18 64890 | 1 0.01 99.19 65380 | 1 0.01 99.20 67070 | 1 0.01 99.21 67580 | 1 0.01 99.22 67960 | 1 0.01 99.23 69200 | 1 0.01 99.24 69370 | 1 0.01 99.25 69740 | 1 0.01 99.26 70220 | 1 0.01 99.27 70400 | 1 0.01 99.28 71510 | 1 0.01 99.29 72360 | 1 0.01 99.30 72390 | 1 0.01 99.31 73250 | 1 0.01 99.32 75420 | 1 0.01 99.33 75740 | 1 0.01 99.34 76220 | 1 0.01 99.35 77320 | 1 0.01 99.36 77820 | 1 0.01 99.37 79210 | 1 0.01 99.38 79550 | 1 0.01 99.39 79670 | 1 0.01 99.40 81670 | 1 0.01 99.41 81720 | 1 0.01 99.42 82790 | 1 0.01 99.43 82960 | 1 0.01 99.44 84130 | 1 0.01 99.45 85060 | 1 0.01 99.46 85590 | 1 0.01 99.47 87360 | 1 0.01 99.48 88410 | 1 0.01 99.49 89180 | 1 0.01 99.50 89410 | 1 0.01 99.51 91840 | 1 0.01 99.52 96940 | 1 0.01 99.53 101910 | 1 0.01 99.54 103800 | 1 0.01 99.55 104110 | 1 0.01 99.56 105220 | 1 0.01 99.57 109830 | 1 0.01 99.58 111810 | 1 0.01 99.59 111890 | 1 0.01 99.60 112560 | 1 0.01 99.61 112870 | 1 0.01 99.62 113630 | 1 0.01 99.63 113880 | 1 0.01 99.64 115190 | 1 0.01 99.65 116760 | 1 0.01 99.66 119270 | 1 0.01 99.67 121480 | 1 0.01 99.68 122090 | 1 0.01 99.69 123430 | 1 0.01 99.70 125600 | 1 0.01 99.71 125650 | 1 0.01 99.72 129800 | 1 0.01 99.73 137070 | 1 0.01 99.74 143320 | 1 0.01 99.75 161050 | 1 0.01 99.76 166200 | 1 0.01 99.77 170530 | 1 0.01 99.78 173030 | 1 0.01 99.79 173230 | 1 0.01 99.80 186040 | 1 0.01 99.81 191910 | 1 0.01 99.82 194380 | 1 0.01 99.83 206530 | 1 0.01 99.84 207410 | 1 0.01 99.85 213390 | 1 0.01 99.86 214410 | 1 0.01 99.87 220730 | 1 0.01 99.88 239010 | 1 0.01 99.89 259750 | 1 0.01 99.90 263460 | 1 0.01 99.91 292330 | 1 0.01 99.92 302770 | 1 0.01 99.93 315920 | 1 0.01 99.94 362350 | 1 0.01 99.95 471640 | 1 0.01 99.96 635030 | 1 0.01 99.97 732780 | 1 0.01 99.98 814890 | 1 0.01 99.99 1114320 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018