Frequencies for first 10,000 rows of n00900 variable in zipcode2016 dataset : Number of | returns | with | business or | professiona | l net | income | (less loss) | 1040:12 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,563 25.63 25.63 20 | 483 4.83 30.46 30 | 1,009 10.09 40.55 40 | 774 7.74 48.29 50 | 579 5.79 54.08 60 | 443 4.43 58.51 70 | 375 3.75 62.26 80 | 314 3.14 65.40 90 | 256 2.56 67.96 100 | 223 2.23 70.19 110 | 177 1.77 71.96 120 | 192 1.92 73.88 130 | 147 1.47 75.35 140 | 177 1.77 77.12 150 | 139 1.39 78.51 160 | 115 1.15 79.66 170 | 130 1.30 80.96 180 | 105 1.05 82.01 190 | 106 1.06 83.07 200 | 79 0.79 83.86 210 | 74 0.74 84.60 220 | 73 0.73 85.33 230 | 67 0.67 86.00 240 | 59 0.59 86.59 250 | 53 0.53 87.12 260 | 59 0.59 87.71 270 | 58 0.58 88.29 280 | 53 0.53 88.82 290 | 35 0.35 89.17 300 | 40 0.40 89.57 310 | 36 0.36 89.93 320 | 40 0.40 90.33 330 | 27 0.27 90.60 340 | 27 0.27 90.87 350 | 39 0.39 91.26 360 | 31 0.31 91.57 370 | 30 0.30 91.87 380 | 21 0.21 92.08 390 | 19 0.19 92.27 400 | 30 0.30 92.57 410 | 23 0.23 92.80 420 | 16 0.16 92.96 430 | 21 0.21 93.17 440 | 18 0.18 93.35 450 | 17 0.17 93.52 460 | 13 0.13 93.65 470 | 17 0.17 93.82 480 | 12 0.12 93.94 490 | 15 0.15 94.09 500 | 14 0.14 94.23 510 | 8 0.08 94.31 520 | 12 0.12 94.43 530 | 17 0.17 94.60 540 | 8 0.08 94.68 550 | 9 0.09 94.77 560 | 14 0.14 94.91 570 | 7 0.07 94.98 580 | 12 0.12 95.10 590 | 6 0.06 95.16 600 | 9 0.09 95.25 610 | 3 0.03 95.28 620 | 4 0.04 95.32 630 | 3 0.03 95.35 640 | 10 0.10 95.45 650 | 10 0.10 95.55 660 | 6 0.06 95.61 670 | 6 0.06 95.67 680 | 4 0.04 95.71 690 | 9 0.09 95.80 700 | 6 0.06 95.86 710 | 2 0.02 95.88 720 | 3 0.03 95.91 730 | 6 0.06 95.97 740 | 3 0.03 96.00 750 | 3 0.03 96.03 760 | 5 0.05 96.08 770 | 5 0.05 96.13 780 | 5 0.05 96.18 800 | 3 0.03 96.21 810 | 1 0.01 96.22 820 | 3 0.03 96.25 830 | 2 0.02 96.27 840 | 2 0.02 96.29 850 | 4 0.04 96.33 860 | 3 0.03 96.36 870 | 4 0.04 96.40 890 | 3 0.03 96.43 910 | 2 0.02 96.45 920 | 3 0.03 96.48 930 | 3 0.03 96.51 940 | 2 0.02 96.53 950 | 3 0.03 96.56 960 | 2 0.02 96.58 970 | 2 0.02 96.60 980 | 1 0.01 96.61 990 | 3 0.03 96.64 1010 | 1 0.01 96.65 1020 | 1 0.01 96.66 1040 | 1 0.01 96.67 1050 | 2 0.02 96.69 1070 | 1 0.01 96.70 1080 | 1 0.01 96.71 1100 | 1 0.01 96.72 1130 | 1 0.01 96.73 1140 | 2 0.02 96.75 1160 | 1 0.01 96.76 1170 | 1 0.01 96.77 1250 | 2 0.02 96.79 1290 | 1 0.01 96.80 1330 | 2 0.02 96.82 1340 | 1 0.01 96.83 1390 | 1 0.01 96.84 1440 | 1 0.01 96.85 1460 | 1 0.01 96.86 1510 | 1 0.01 96.87 1590 | 1 0.01 96.88 1610 | 1 0.01 96.89 1790 | 1 0.01 96.90 1810 | 1 0.01 96.91 2050 | 1 0.01 96.92 2070 | 1 0.01 96.93 2100 | 1 0.01 96.94 2170 | 1 0.01 96.95 2320 | 1 0.01 96.96 2750 | 1 0.01 96.97 2760 | 1 0.01 96.98 3450 | 1 0.01 96.99 3650 | 1 0.01 97.00 3850 | 2 0.02 97.02 3960 | 1 0.01 97.03 4660 | 1 0.01 97.04 5210 | 1 0.01 97.05 5330 | 1 0.01 97.06 5510 | 1 0.01 97.07 5550 | 1 0.01 97.08 6040 | 1 0.01 97.09 6240 | 1 0.01 97.10 6280 | 1 0.01 97.11 6500 | 1 0.01 97.12 6570 | 1 0.01 97.13 6730 | 1 0.01 97.14 6860 | 1 0.01 97.15 7490 | 1 0.01 97.16 7640 | 1 0.01 97.17 7670 | 1 0.01 97.18 7690 | 1 0.01 97.19 7720 | 1 0.01 97.20 7730 | 1 0.01 97.21 7860 | 1 0.01 97.22 7900 | 1 0.01 97.23 7920 | 1 0.01 97.24 7940 | 1 0.01 97.25 8230 | 1 0.01 97.26 8280 | 1 0.01 97.27 8570 | 1 0.01 97.28 8740 | 1 0.01 97.29 8760 | 1 0.01 97.30 8870 | 1 0.01 97.31 9220 | 1 0.01 97.32 9600 | 1 0.01 97.33 9650 | 1 0.01 97.34 9660 | 1 0.01 97.35 9820 | 1 0.01 97.36 9930 | 1 0.01 97.37 10240 | 1 0.01 97.38 10330 | 1 0.01 97.39 10450 | 1 0.01 97.40 10530 | 2 0.02 97.42 10590 | 1 0.01 97.43 11010 | 1 0.01 97.44 11190 | 1 0.01 97.45 11210 | 1 0.01 97.46 11260 | 1 0.01 97.47 11320 | 1 0.01 97.48 11490 | 1 0.01 97.49 11600 | 1 0.01 97.50 12030 | 1 0.01 97.51 12080 | 1 0.01 97.52 12130 | 1 0.01 97.53 12150 | 1 0.01 97.54 12390 | 1 0.01 97.55 12750 | 1 0.01 97.56 12800 | 1 0.01 97.57 12890 | 1 0.01 97.58 13060 | 1 0.01 97.59 13180 | 1 0.01 97.60 13420 | 1 0.01 97.61 13590 | 1 0.01 97.62 13840 | 1 0.01 97.63 14070 | 1 0.01 97.64 14440 | 1 0.01 97.65 14580 | 1 0.01 97.66 14800 | 1 0.01 97.67 15180 | 1 0.01 97.68 15340 | 1 0.01 97.69 15530 | 1 0.01 97.70 16010 | 1 0.01 97.71 16480 | 1 0.01 97.72 16490 | 1 0.01 97.73 16620 | 1 0.01 97.74 16830 | 1 0.01 97.75 17130 | 1 0.01 97.76 17320 | 1 0.01 97.77 17420 | 1 0.01 97.78 17450 | 1 0.01 97.79 17610 | 1 0.01 97.80 17890 | 1 0.01 97.81 18130 | 1 0.01 97.82 18200 | 1 0.01 97.83 18210 | 1 0.01 97.84 18980 | 1 0.01 97.85 19150 | 1 0.01 97.86 19160 | 1 0.01 97.87 19480 | 1 0.01 97.88 19580 | 1 0.01 97.89 19880 | 1 0.01 97.90 20750 | 1 0.01 97.91 21190 | 1 0.01 97.92 21490 | 1 0.01 97.93 21580 | 1 0.01 97.94 22280 | 1 0.01 97.95 22880 | 1 0.01 97.96 22960 | 1 0.01 97.97 23060 | 1 0.01 97.98 23400 | 1 0.01 97.99 24120 | 1 0.01 98.00 24420 | 1 0.01 98.01 24480 | 1 0.01 98.02 24670 | 1 0.01 98.03 24810 | 1 0.01 98.04 24920 | 1 0.01 98.05 25620 | 1 0.01 98.06 25690 | 1 0.01 98.07 26540 | 1 0.01 98.08 26600 | 1 0.01 98.09 26920 | 1 0.01 98.10 26940 | 1 0.01 98.11 27070 | 1 0.01 98.12 27240 | 2 0.02 98.14 27310 | 1 0.01 98.15 27380 | 1 0.01 98.16 28770 | 1 0.01 98.17 28910 | 1 0.01 98.18 29740 | 1 0.01 98.19 29930 | 1 0.01 98.20 30550 | 1 0.01 98.21 30730 | 1 0.01 98.22 30940 | 1 0.01 98.23 31390 | 1 0.01 98.24 32950 | 1 0.01 98.25 33520 | 1 0.01 98.26 33670 | 1 0.01 98.27 33790 | 1 0.01 98.28 34110 | 1 0.01 98.29 34320 | 1 0.01 98.30 34770 | 1 0.01 98.31 34840 | 1 0.01 98.32 34880 | 1 0.01 98.33 35280 | 1 0.01 98.34 35890 | 1 0.01 98.35 36180 | 1 0.01 98.36 37130 | 1 0.01 98.37 37360 | 1 0.01 98.38 37900 | 1 0.01 98.39 38100 | 1 0.01 98.40 38570 | 1 0.01 98.41 39010 | 1 0.01 98.42 40190 | 1 0.01 98.43 40910 | 1 0.01 98.44 41210 | 2 0.02 98.46 41390 | 1 0.01 98.47 41850 | 1 0.01 98.48 42170 | 1 0.01 98.49 42180 | 1 0.01 98.50 42370 | 1 0.01 98.51 42750 | 1 0.01 98.52 42910 | 1 0.01 98.53 43000 | 1 0.01 98.54 43180 | 1 0.01 98.55 43430 | 1 0.01 98.56 43540 | 1 0.01 98.57 44430 | 1 0.01 98.58 44880 | 1 0.01 98.59 44940 | 1 0.01 98.60 45280 | 1 0.01 98.61 45850 | 1 0.01 98.62 46890 | 1 0.01 98.63 47560 | 1 0.01 98.64 47820 | 1 0.01 98.65 48120 | 1 0.01 98.66 48560 | 1 0.01 98.67 48990 | 1 0.01 98.68 49060 | 1 0.01 98.69 51880 | 1 0.01 98.70 51950 | 1 0.01 98.71 52180 | 1 0.01 98.72 52500 | 1 0.01 98.73 52510 | 1 0.01 98.74 52520 | 1 0.01 98.75 53400 | 1 0.01 98.76 55350 | 1 0.01 98.77 55830 | 1 0.01 98.78 56370 | 1 0.01 98.79 57300 | 1 0.01 98.80 57580 | 1 0.01 98.81 57590 | 1 0.01 98.82 58290 | 1 0.01 98.83 58920 | 1 0.01 98.84 59260 | 1 0.01 98.85 59380 | 1 0.01 98.86 59550 | 1 0.01 98.87 61460 | 1 0.01 98.88 62090 | 1 0.01 98.89 62220 | 1 0.01 98.90 62870 | 1 0.01 98.91 62990 | 1 0.01 98.92 63170 | 1 0.01 98.93 64040 | 1 0.01 98.94 65350 | 1 0.01 98.95 65540 | 1 0.01 98.96 65590 | 1 0.01 98.97 65880 | 1 0.01 98.98 65890 | 1 0.01 98.99 65950 | 1 0.01 99.00 67020 | 1 0.01 99.01 67270 | 1 0.01 99.02 67920 | 1 0.01 99.03 68210 | 1 0.01 99.04 68310 | 1 0.01 99.05 68740 | 1 0.01 99.06 75030 | 1 0.01 99.07 75300 | 1 0.01 99.08 76330 | 1 0.01 99.09 76480 | 1 0.01 99.10 76550 | 1 0.01 99.11 77630 | 1 0.01 99.12 79630 | 1 0.01 99.13 80880 | 1 0.01 99.14 81020 | 1 0.01 99.15 81200 | 1 0.01 99.16 81690 | 1 0.01 99.17 83920 | 1 0.01 99.18 84620 | 1 0.01 99.19 84900 | 1 0.01 99.20 84960 | 1 0.01 99.21 85260 | 1 0.01 99.22 87080 | 1 0.01 99.23 89420 | 1 0.01 99.24 89560 | 1 0.01 99.25 89700 | 1 0.01 99.26 90380 | 1 0.01 99.27 91020 | 1 0.01 99.28 93200 | 1 0.01 99.29 94020 | 1 0.01 99.30 94260 | 1 0.01 99.31 96860 | 1 0.01 99.32 98840 | 1 0.01 99.33 98860 | 1 0.01 99.34 100200 | 1 0.01 99.35 102120 | 1 0.01 99.36 102430 | 1 0.01 99.37 102790 | 1 0.01 99.38 102810 | 1 0.01 99.39 104890 | 1 0.01 99.40 106830 | 1 0.01 99.41 107470 | 1 0.01 99.42 108340 | 1 0.01 99.43 109640 | 1 0.01 99.44 110120 | 1 0.01 99.45 110150 | 1 0.01 99.46 111780 | 1 0.01 99.47 114140 | 1 0.01 99.48 114880 | 1 0.01 99.49 116950 | 1 0.01 99.50 117570 | 1 0.01 99.51 120060 | 1 0.01 99.52 126780 | 1 0.01 99.53 127300 | 1 0.01 99.54 131280 | 1 0.01 99.55 133060 | 1 0.01 99.56 134030 | 1 0.01 99.57 136610 | 1 0.01 99.58 138340 | 1 0.01 99.59 140050 | 1 0.01 99.60 141790 | 1 0.01 99.61 142240 | 1 0.01 99.62 142450 | 1 0.01 99.63 144430 | 1 0.01 99.64 146140 | 1 0.01 99.65 150160 | 1 0.01 99.66 151970 | 1 0.01 99.67 159860 | 1 0.01 99.68 165480 | 1 0.01 99.69 171190 | 1 0.01 99.70 172260 | 1 0.01 99.71 178310 | 1 0.01 99.72 180070 | 1 0.01 99.73 182670 | 1 0.01 99.74 186440 | 1 0.01 99.75 192610 | 1 0.01 99.76 203930 | 1 0.01 99.77 209820 | 1 0.01 99.78 217970 | 1 0.01 99.79 223610 | 1 0.01 99.80 245300 | 1 0.01 99.81 247180 | 1 0.01 99.82 250480 | 1 0.01 99.83 256320 | 1 0.01 99.84 262200 | 1 0.01 99.85 262210 | 1 0.01 99.86 271970 | 1 0.01 99.87 291960 | 1 0.01 99.88 315960 | 1 0.01 99.89 358580 | 1 0.01 99.90 362170 | 1 0.01 99.91 368670 | 1 0.01 99.92 427810 | 1 0.01 99.93 461580 | 1 0.01 99.94 494920 | 1 0.01 99.95 621460 | 1 0.01 99.96 693220 | 1 0.01 99.97 958050 | 1 0.01 99.98 1012860 | 1 0.01 99.99 1276540 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018