Frequencies for first 10,000 rows of n09400 variable in zipcode2013 dataset : Number of | returns | with | self-employ | ment tax | 1040:57 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,641 26.41 26.41 20 | 509 5.09 31.50 30 | 993 9.93 41.43 40 | 818 8.18 49.61 50 | 621 6.21 55.82 60 | 449 4.49 60.31 70 | 359 3.59 63.90 80 | 286 2.86 66.76 90 | 292 2.92 69.68 100 | 258 2.58 72.26 110 | 220 2.20 74.46 120 | 178 1.78 76.24 130 | 168 1.68 77.92 140 | 160 1.60 79.52 150 | 126 1.26 80.78 160 | 127 1.27 82.05 170 | 115 1.15 83.20 180 | 86 0.86 84.06 190 | 73 0.73 84.79 200 | 99 0.99 85.78 210 | 75 0.75 86.53 220 | 71 0.71 87.24 230 | 63 0.63 87.87 240 | 66 0.66 88.53 250 | 55 0.55 89.08 260 | 44 0.44 89.52 270 | 47 0.47 89.99 280 | 47 0.47 90.46 290 | 36 0.36 90.82 300 | 36 0.36 91.18 310 | 31 0.31 91.49 320 | 34 0.34 91.83 330 | 25 0.25 92.08 340 | 15 0.15 92.23 350 | 28 0.28 92.51 360 | 21 0.21 92.72 370 | 22 0.22 92.94 380 | 17 0.17 93.11 390 | 17 0.17 93.28 400 | 15 0.15 93.43 410 | 19 0.19 93.62 420 | 20 0.20 93.82 430 | 13 0.13 93.95 440 | 15 0.15 94.10 450 | 15 0.15 94.25 460 | 14 0.14 94.39 470 | 12 0.12 94.51 480 | 9 0.09 94.60 490 | 11 0.11 94.71 500 | 8 0.08 94.79 510 | 10 0.10 94.89 520 | 6 0.06 94.95 530 | 9 0.09 95.04 540 | 7 0.07 95.11 550 | 7 0.07 95.18 560 | 3 0.03 95.21 570 | 3 0.03 95.24 580 | 8 0.08 95.32 590 | 9 0.09 95.41 600 | 4 0.04 95.45 610 | 12 0.12 95.57 620 | 2 0.02 95.59 630 | 6 0.06 95.65 640 | 4 0.04 95.69 650 | 2 0.02 95.71 660 | 2 0.02 95.73 670 | 2 0.02 95.75 680 | 4 0.04 95.79 690 | 2 0.02 95.81 700 | 6 0.06 95.87 710 | 2 0.02 95.89 720 | 5 0.05 95.94 730 | 3 0.03 95.97 740 | 3 0.03 96.00 760 | 5 0.05 96.05 770 | 1 0.01 96.06 780 | 4 0.04 96.10 790 | 1 0.01 96.11 810 | 3 0.03 96.14 820 | 2 0.02 96.16 830 | 2 0.02 96.18 840 | 5 0.05 96.23 850 | 2 0.02 96.25 860 | 2 0.02 96.27 880 | 3 0.03 96.30 890 | 1 0.01 96.31 930 | 2 0.02 96.33 980 | 2 0.02 96.35 990 | 2 0.02 96.37 1010 | 1 0.01 96.38 1020 | 1 0.01 96.39 1040 | 1 0.01 96.40 1060 | 1 0.01 96.41 1070 | 2 0.02 96.43 1090 | 1 0.01 96.44 1100 | 1 0.01 96.45 1110 | 1 0.01 96.46 1140 | 1 0.01 96.47 1160 | 1 0.01 96.48 1180 | 1 0.01 96.49 1220 | 1 0.01 96.50 1230 | 2 0.02 96.52 1260 | 1 0.01 96.53 1280 | 1 0.01 96.54 1390 | 1 0.01 96.55 1450 | 1 0.01 96.56 1570 | 1 0.01 96.57 1600 | 1 0.01 96.58 1790 | 1 0.01 96.59 1800 | 1 0.01 96.60 1880 | 1 0.01 96.61 2290 | 1 0.01 96.62 2520 | 1 0.01 96.63 3080 | 1 0.01 96.64 3220 | 1 0.01 96.65 3380 | 1 0.01 96.66 3450 | 1 0.01 96.67 3680 | 1 0.01 96.68 3790 | 1 0.01 96.69 4080 | 1 0.01 96.70 4130 | 1 0.01 96.71 4190 | 1 0.01 96.72 4250 | 1 0.01 96.73 4310 | 1 0.01 96.74 4600 | 1 0.01 96.75 4710 | 1 0.01 96.76 4720 | 1 0.01 96.77 4940 | 1 0.01 96.78 4960 | 1 0.01 96.79 5050 | 1 0.01 96.80 5200 | 1 0.01 96.81 5250 | 1 0.01 96.82 5810 | 1 0.01 96.83 5880 | 1 0.01 96.84 6000 | 1 0.01 96.85 6070 | 1 0.01 96.86 6180 | 1 0.01 96.87 6390 | 1 0.01 96.88 6560 | 1 0.01 96.89 6610 | 1 0.01 96.90 6660 | 1 0.01 96.91 6810 | 1 0.01 96.92 6830 | 1 0.01 96.93 6900 | 2 0.02 96.95 6910 | 1 0.01 96.96 7040 | 1 0.01 96.97 7140 | 1 0.01 96.98 7440 | 1 0.01 96.99 7520 | 1 0.01 97.00 7560 | 1 0.01 97.01 7740 | 1 0.01 97.02 7860 | 1 0.01 97.03 7880 | 1 0.01 97.04 7930 | 1 0.01 97.05 7960 | 1 0.01 97.06 8220 | 1 0.01 97.07 8230 | 1 0.01 97.08 8320 | 1 0.01 97.09 8430 | 1 0.01 97.10 8570 | 1 0.01 97.11 9050 | 1 0.01 97.12 9080 | 1 0.01 97.13 9110 | 1 0.01 97.14 9270 | 1 0.01 97.15 9550 | 1 0.01 97.16 9640 | 1 0.01 97.17 9650 | 1 0.01 97.18 9670 | 1 0.01 97.19 9700 | 1 0.01 97.20 9710 | 1 0.01 97.21 9760 | 1 0.01 97.22 9770 | 1 0.01 97.23 10020 | 1 0.01 97.24 10150 | 1 0.01 97.25 10170 | 1 0.01 97.26 10490 | 1 0.01 97.27 10570 | 1 0.01 97.28 10880 | 1 0.01 97.29 11230 | 1 0.01 97.30 11320 | 2 0.02 97.32 11550 | 1 0.01 97.33 11580 | 1 0.01 97.34 11690 | 1 0.01 97.35 11990 | 1 0.01 97.36 12140 | 1 0.01 97.37 12180 | 1 0.01 97.38 12210 | 1 0.01 97.39 12350 | 1 0.01 97.40 12860 | 1 0.01 97.41 12970 | 1 0.01 97.42 13070 | 1 0.01 97.43 13220 | 1 0.01 97.44 13540 | 1 0.01 97.45 13700 | 1 0.01 97.46 13780 | 1 0.01 97.47 13920 | 1 0.01 97.48 13960 | 1 0.01 97.49 14100 | 1 0.01 97.50 14380 | 1 0.01 97.51 14430 | 1 0.01 97.52 14690 | 1 0.01 97.53 14750 | 1 0.01 97.54 14980 | 1 0.01 97.55 15330 | 1 0.01 97.56 15390 | 1 0.01 97.57 15500 | 1 0.01 97.58 15720 | 1 0.01 97.59 16090 | 1 0.01 97.60 16260 | 1 0.01 97.61 17030 | 1 0.01 97.62 17380 | 1 0.01 97.63 17690 | 1 0.01 97.64 18060 | 1 0.01 97.65 18360 | 1 0.01 97.66 18450 | 1 0.01 97.67 18710 | 1 0.01 97.68 18720 | 1 0.01 97.69 19100 | 1 0.01 97.70 19170 | 1 0.01 97.71 19240 | 1 0.01 97.72 19280 | 1 0.01 97.73 19300 | 1 0.01 97.74 19420 | 1 0.01 97.75 19730 | 1 0.01 97.76 19850 | 1 0.01 97.77 19950 | 1 0.01 97.78 20020 | 1 0.01 97.79 20210 | 1 0.01 97.80 20460 | 1 0.01 97.81 20970 | 1 0.01 97.82 20980 | 1 0.01 97.83 21930 | 1 0.01 97.84 22000 | 1 0.01 97.85 22280 | 1 0.01 97.86 22960 | 1 0.01 97.87 23490 | 1 0.01 97.88 23710 | 1 0.01 97.89 24470 | 1 0.01 97.90 24630 | 1 0.01 97.91 25580 | 1 0.01 97.92 25750 | 1 0.01 97.93 25780 | 1 0.01 97.94 25870 | 1 0.01 97.95 25890 | 1 0.01 97.96 26560 | 1 0.01 97.97 26610 | 1 0.01 97.98 26650 | 1 0.01 97.99 26730 | 1 0.01 98.00 26950 | 1 0.01 98.01 26990 | 1 0.01 98.02 27160 | 1 0.01 98.03 27320 | 1 0.01 98.04 27450 | 1 0.01 98.05 27540 | 2 0.02 98.07 27740 | 1 0.01 98.08 28340 | 1 0.01 98.09 28730 | 1 0.01 98.10 28910 | 1 0.01 98.11 29020 | 1 0.01 98.12 29460 | 1 0.01 98.13 30000 | 1 0.01 98.14 30290 | 1 0.01 98.15 30590 | 1 0.01 98.16 31020 | 1 0.01 98.17 31400 | 1 0.01 98.18 31790 | 1 0.01 98.19 31820 | 1 0.01 98.20 31870 | 1 0.01 98.21 32200 | 1 0.01 98.22 32320 | 1 0.01 98.23 32380 | 1 0.01 98.24 32430 | 1 0.01 98.25 32620 | 1 0.01 98.26 32890 | 1 0.01 98.27 33100 | 1 0.01 98.28 33150 | 1 0.01 98.29 33920 | 1 0.01 98.30 35000 | 1 0.01 98.31 35110 | 1 0.01 98.32 35910 | 1 0.01 98.33 35980 | 1 0.01 98.34 36570 | 1 0.01 98.35 37210 | 1 0.01 98.36 37840 | 1 0.01 98.37 38290 | 1 0.01 98.38 38330 | 1 0.01 98.39 38570 | 1 0.01 98.40 38600 | 1 0.01 98.41 38940 | 1 0.01 98.42 39350 | 1 0.01 98.43 39400 | 1 0.01 98.44 40150 | 1 0.01 98.45 40740 | 1 0.01 98.46 40880 | 1 0.01 98.47 40910 | 1 0.01 98.48 41530 | 1 0.01 98.49 41820 | 1 0.01 98.50 42200 | 1 0.01 98.51 43010 | 1 0.01 98.52 43610 | 1 0.01 98.53 43670 | 1 0.01 98.54 43830 | 1 0.01 98.55 44030 | 1 0.01 98.56 44240 | 1 0.01 98.57 44600 | 1 0.01 98.58 44790 | 1 0.01 98.59 45250 | 1 0.01 98.60 45780 | 1 0.01 98.61 46090 | 1 0.01 98.62 46570 | 1 0.01 98.63 46580 | 1 0.01 98.64 46800 | 1 0.01 98.65 47530 | 1 0.01 98.66 49040 | 1 0.01 98.67 49110 | 1 0.01 98.68 49160 | 1 0.01 98.69 49710 | 1 0.01 98.70 50660 | 1 0.01 98.71 52020 | 1 0.01 98.72 52960 | 1 0.01 98.73 54160 | 1 0.01 98.74 54680 | 1 0.01 98.75 54970 | 1 0.01 98.76 55260 | 1 0.01 98.77 56150 | 1 0.01 98.78 56160 | 1 0.01 98.79 57390 | 1 0.01 98.80 59140 | 1 0.01 98.81 59790 | 1 0.01 98.82 60130 | 1 0.01 98.83 60850 | 1 0.01 98.84 61120 | 1 0.01 98.85 61690 | 1 0.01 98.86 61840 | 1 0.01 98.87 62070 | 1 0.01 98.88 62160 | 1 0.01 98.89 62760 | 1 0.01 98.90 62840 | 1 0.01 98.91 63020 | 1 0.01 98.92 63700 | 1 0.01 98.93 63820 | 1 0.01 98.94 63850 | 1 0.01 98.95 66680 | 1 0.01 98.96 66800 | 1 0.01 98.97 67000 | 1 0.01 98.98 67650 | 1 0.01 98.99 68470 | 1 0.01 99.00 69350 | 1 0.01 99.01 69900 | 1 0.01 99.02 70290 | 1 0.01 99.03 71520 | 1 0.01 99.04 72830 | 1 0.01 99.05 74380 | 1 0.01 99.06 76090 | 1 0.01 99.07 78110 | 1 0.01 99.08 78590 | 1 0.01 99.09 80510 | 1 0.01 99.10 80830 | 1 0.01 99.11 81630 | 1 0.01 99.12 81910 | 1 0.01 99.13 83570 | 1 0.01 99.14 84730 | 1 0.01 99.15 85620 | 1 0.01 99.16 86160 | 1 0.01 99.17 88310 | 1 0.01 99.18 91370 | 1 0.01 99.19 91810 | 1 0.01 99.20 95720 | 1 0.01 99.21 96190 | 1 0.01 99.22 98840 | 1 0.01 99.23 101180 | 1 0.01 99.24 105320 | 1 0.01 99.25 106610 | 1 0.01 99.26 107010 | 1 0.01 99.27 107050 | 1 0.01 99.28 107290 | 1 0.01 99.29 107870 | 1 0.01 99.30 110190 | 1 0.01 99.31 114370 | 1 0.01 99.32 115660 | 1 0.01 99.33 116640 | 1 0.01 99.34 117420 | 1 0.01 99.35 119230 | 1 0.01 99.36 119290 | 1 0.01 99.37 119750 | 1 0.01 99.38 120840 | 1 0.01 99.39 125270 | 1 0.01 99.40 127270 | 1 0.01 99.41 139720 | 1 0.01 99.42 152970 | 1 0.01 99.43 158840 | 1 0.01 99.44 162780 | 1 0.01 99.45 174230 | 1 0.01 99.46 177060 | 1 0.01 99.47 177880 | 1 0.01 99.48 184800 | 1 0.01 99.49 187210 | 1 0.01 99.50 188740 | 1 0.01 99.51 202100 | 1 0.01 99.52 206500 | 1 0.01 99.53 212750 | 1 0.01 99.54 223760 | 1 0.01 99.55 230980 | 1 0.01 99.56 232170 | 1 0.01 99.57 243450 | 1 0.01 99.58 269150 | 1 0.01 99.59 317060 | 1 0.01 99.60 318600 | 1 0.01 99.61 320700 | 1 0.01 99.62 429470 | 1 0.01 99.63 661790 | 1 0.01 99.64 699760 | 1 0.01 99.65 804090 | 1 0.01 99.66 1145760 | 1 0.01 99.67 . | 33 0.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017