Frequencies for first 10,000 rows of n00900 variable in zipcode2012 dataset : Number of | returns | with | business or | professiona | l net | income | (less loss) | 1040:12 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,345 23.45 23.45 20 | 483 4.83 28.28 30 | 914 9.14 37.42 40 | 743 7.43 44.85 50 | 577 5.77 50.62 60 | 488 4.88 55.50 70 | 401 4.01 59.51 80 | 325 3.25 62.76 90 | 282 2.82 65.58 100 | 241 2.41 67.99 110 | 217 2.17 70.16 120 | 200 2.00 72.16 130 | 196 1.96 74.12 140 | 180 1.80 75.92 150 | 143 1.43 77.35 160 | 119 1.19 78.54 170 | 104 1.04 79.58 180 | 141 1.41 80.99 190 | 120 1.20 82.19 200 | 96 0.96 83.15 210 | 85 0.85 84.00 220 | 71 0.71 84.71 230 | 78 0.78 85.49 240 | 64 0.64 86.13 250 | 53 0.53 86.66 260 | 67 0.67 87.33 270 | 66 0.66 87.99 280 | 50 0.50 88.49 290 | 60 0.60 89.09 300 | 44 0.44 89.53 310 | 45 0.45 89.98 320 | 38 0.38 90.36 330 | 36 0.36 90.72 340 | 41 0.41 91.13 350 | 28 0.28 91.41 360 | 34 0.34 91.75 370 | 35 0.35 92.10 380 | 19 0.19 92.29 390 | 27 0.27 92.56 400 | 23 0.23 92.79 410 | 19 0.19 92.98 420 | 13 0.13 93.11 430 | 15 0.15 93.26 440 | 19 0.19 93.45 450 | 16 0.16 93.61 460 | 20 0.20 93.81 470 | 22 0.22 94.03 480 | 14 0.14 94.17 490 | 8 0.08 94.25 500 | 13 0.13 94.38 510 | 15 0.15 94.53 520 | 20 0.20 94.73 530 | 15 0.15 94.88 540 | 8 0.08 94.96 550 | 9 0.09 95.05 560 | 4 0.04 95.09 570 | 5 0.05 95.14 580 | 13 0.13 95.27 590 | 6 0.06 95.33 600 | 12 0.12 95.45 610 | 6 0.06 95.51 620 | 5 0.05 95.56 630 | 5 0.05 95.61 640 | 6 0.06 95.67 650 | 6 0.06 95.73 660 | 7 0.07 95.80 670 | 2 0.02 95.82 680 | 3 0.03 95.85 690 | 3 0.03 95.88 700 | 6 0.06 95.94 710 | 10 0.10 96.04 720 | 6 0.06 96.10 730 | 3 0.03 96.13 740 | 5 0.05 96.18 750 | 7 0.07 96.25 760 | 3 0.03 96.28 770 | 2 0.02 96.30 780 | 6 0.06 96.36 790 | 3 0.03 96.39 800 | 2 0.02 96.41 810 | 3 0.03 96.44 820 | 1 0.01 96.45 840 | 3 0.03 96.48 850 | 1 0.01 96.49 860 | 1 0.01 96.50 870 | 2 0.02 96.52 880 | 3 0.03 96.55 890 | 1 0.01 96.56 900 | 1 0.01 96.57 910 | 2 0.02 96.59 930 | 1 0.01 96.60 950 | 2 0.02 96.62 970 | 2 0.02 96.64 990 | 1 0.01 96.65 1000 | 1 0.01 96.66 1020 | 2 0.02 96.68 1040 | 1 0.01 96.69 1060 | 1 0.01 96.70 1080 | 1 0.01 96.71 1110 | 2 0.02 96.73 1120 | 1 0.01 96.74 1140 | 1 0.01 96.75 1160 | 2 0.02 96.77 1190 | 1 0.01 96.78 1210 | 1 0.01 96.79 1230 | 1 0.01 96.80 1250 | 1 0.01 96.81 1280 | 1 0.01 96.82 1290 | 2 0.02 96.84 1300 | 1 0.01 96.85 1320 | 1 0.01 96.86 1400 | 1 0.01 96.87 1580 | 1 0.01 96.88 1630 | 1 0.01 96.89 1680 | 1 0.01 96.90 1780 | 1 0.01 96.91 1930 | 1 0.01 96.92 1970 | 1 0.01 96.93 1990 | 1 0.01 96.94 2100 | 1 0.01 96.95 2340 | 1 0.01 96.96 2660 | 1 0.01 96.97 2960 | 1 0.01 96.98 3020 | 1 0.01 96.99 3360 | 1 0.01 97.00 3460 | 1 0.01 97.01 3480 | 1 0.01 97.02 3520 | 1 0.01 97.03 4010 | 1 0.01 97.04 4290 | 1 0.01 97.05 4380 | 1 0.01 97.06 5050 | 1 0.01 97.07 5180 | 1 0.01 97.08 5480 | 1 0.01 97.09 5760 | 1 0.01 97.10 5780 | 1 0.01 97.11 5920 | 1 0.01 97.12 6120 | 1 0.01 97.13 6240 | 1 0.01 97.14 6410 | 1 0.01 97.15 6430 | 1 0.01 97.16 6660 | 1 0.01 97.17 6740 | 2 0.02 97.19 7140 | 1 0.01 97.20 7210 | 1 0.01 97.21 7230 | 1 0.01 97.22 7290 | 1 0.01 97.23 7300 | 1 0.01 97.24 7590 | 1 0.01 97.25 7790 | 1 0.01 97.26 7820 | 1 0.01 97.27 7910 | 1 0.01 97.28 7940 | 1 0.01 97.29 8040 | 1 0.01 97.30 8210 | 1 0.01 97.31 8220 | 1 0.01 97.32 8350 | 1 0.01 97.33 8570 | 1 0.01 97.34 8760 | 1 0.01 97.35 8850 | 1 0.01 97.36 9070 | 1 0.01 97.37 9080 | 1 0.01 97.38 9280 | 1 0.01 97.39 9310 | 1 0.01 97.40 9320 | 2 0.02 97.42 9470 | 1 0.01 97.43 10070 | 1 0.01 97.44 10390 | 1 0.01 97.45 10400 | 1 0.01 97.46 10410 | 1 0.01 97.47 10620 | 1 0.01 97.48 10770 | 1 0.01 97.49 10960 | 1 0.01 97.50 11000 | 1 0.01 97.51 11220 | 1 0.01 97.52 11350 | 1 0.01 97.53 11470 | 1 0.01 97.54 11500 | 1 0.01 97.55 11530 | 1 0.01 97.56 11720 | 1 0.01 97.57 12050 | 1 0.01 97.58 12060 | 1 0.01 97.59 12090 | 1 0.01 97.60 12280 | 1 0.01 97.61 12290 | 1 0.01 97.62 12310 | 1 0.01 97.63 12400 | 1 0.01 97.64 12750 | 1 0.01 97.65 13200 | 1 0.01 97.66 13400 | 1 0.01 97.67 13720 | 1 0.01 97.68 14030 | 1 0.01 97.69 14380 | 1 0.01 97.70 14710 | 1 0.01 97.71 14910 | 1 0.01 97.72 14980 | 1 0.01 97.73 15150 | 1 0.01 97.74 15170 | 1 0.01 97.75 15380 | 1 0.01 97.76 15560 | 1 0.01 97.77 15570 | 1 0.01 97.78 15920 | 1 0.01 97.79 15980 | 1 0.01 97.80 16220 | 1 0.01 97.81 16440 | 1 0.01 97.82 16880 | 1 0.01 97.83 17590 | 1 0.01 97.84 17600 | 1 0.01 97.85 17670 | 1 0.01 97.86 17760 | 1 0.01 97.87 17930 | 1 0.01 97.88 18070 | 1 0.01 97.89 18190 | 1 0.01 97.90 18440 | 1 0.01 97.91 19050 | 1 0.01 97.92 19610 | 2 0.02 97.94 19650 | 1 0.01 97.95 19700 | 1 0.01 97.96 20550 | 1 0.01 97.97 21040 | 1 0.01 97.98 21260 | 1 0.01 97.99 21570 | 1 0.01 98.00 21950 | 1 0.01 98.01 22200 | 1 0.01 98.02 22380 | 1 0.01 98.03 23150 | 1 0.01 98.04 23590 | 1 0.01 98.05 23790 | 1 0.01 98.06 24020 | 1 0.01 98.07 24430 | 1 0.01 98.08 24740 | 1 0.01 98.09 25020 | 1 0.01 98.10 25160 | 1 0.01 98.11 25300 | 1 0.01 98.12 25500 | 1 0.01 98.13 25910 | 1 0.01 98.14 26100 | 1 0.01 98.15 26260 | 1 0.01 98.16 26390 | 1 0.01 98.17 27060 | 1 0.01 98.18 27090 | 1 0.01 98.19 27280 | 1 0.01 98.20 27560 | 1 0.01 98.21 27830 | 1 0.01 98.22 28150 | 1 0.01 98.23 28850 | 1 0.01 98.24 28980 | 1 0.01 98.25 29030 | 1 0.01 98.26 29320 | 2 0.02 98.28 29330 | 1 0.01 98.29 30520 | 1 0.01 98.30 30600 | 1 0.01 98.31 30650 | 1 0.01 98.32 30960 | 1 0.01 98.33 31200 | 1 0.01 98.34 31620 | 1 0.01 98.35 33690 | 1 0.01 98.36 33880 | 1 0.01 98.37 34390 | 1 0.01 98.38 34570 | 1 0.01 98.39 34920 | 1 0.01 98.40 34950 | 1 0.01 98.41 35270 | 1 0.01 98.42 35690 | 1 0.01 98.43 35950 | 1 0.01 98.44 36150 | 1 0.01 98.45 36330 | 1 0.01 98.46 36360 | 1 0.01 98.47 36890 | 1 0.01 98.48 37450 | 1 0.01 98.49 37540 | 1 0.01 98.50 37680 | 1 0.01 98.51 37770 | 1 0.01 98.52 38470 | 1 0.01 98.53 38490 | 1 0.01 98.54 39280 | 1 0.01 98.55 39490 | 1 0.01 98.56 39520 | 1 0.01 98.57 39800 | 1 0.01 98.58 40860 | 1 0.01 98.59 41100 | 1 0.01 98.60 41420 | 1 0.01 98.61 41490 | 1 0.01 98.62 42170 | 1 0.01 98.63 42370 | 1 0.01 98.64 42380 | 1 0.01 98.65 43100 | 1 0.01 98.66 43550 | 1 0.01 98.67 46000 | 1 0.01 98.68 46500 | 1 0.01 98.69 47790 | 1 0.01 98.70 48240 | 1 0.01 98.71 48390 | 1 0.01 98.72 48940 | 1 0.01 98.73 49720 | 1 0.01 98.74 50420 | 1 0.01 98.75 51050 | 1 0.01 98.76 51260 | 1 0.01 98.77 51370 | 1 0.01 98.78 51420 | 1 0.01 98.79 52220 | 1 0.01 98.80 52450 | 1 0.01 98.81 52460 | 1 0.01 98.82 52490 | 1 0.01 98.83 53150 | 1 0.01 98.84 53220 | 1 0.01 98.85 53280 | 1 0.01 98.86 53580 | 1 0.01 98.87 54280 | 1 0.01 98.88 56530 | 1 0.01 98.89 56920 | 1 0.01 98.90 57780 | 1 0.01 98.91 58370 | 1 0.01 98.92 58500 | 1 0.01 98.93 58520 | 1 0.01 98.94 58610 | 1 0.01 98.95 58830 | 1 0.01 98.96 59290 | 1 0.01 98.97 61380 | 2 0.02 98.99 61640 | 1 0.01 99.00 61720 | 1 0.01 99.01 61880 | 1 0.01 99.02 62260 | 1 0.01 99.03 63220 | 1 0.01 99.04 63270 | 1 0.01 99.05 63530 | 1 0.01 99.06 64440 | 1 0.01 99.07 64600 | 1 0.01 99.08 67060 | 1 0.01 99.09 67310 | 1 0.01 99.10 69200 | 1 0.01 99.11 70180 | 1 0.01 99.12 71540 | 1 0.01 99.13 74270 | 1 0.01 99.14 74320 | 1 0.01 99.15 75120 | 1 0.01 99.16 75720 | 1 0.01 99.17 76040 | 1 0.01 99.18 76650 | 1 0.01 99.19 79530 | 1 0.01 99.20 80040 | 1 0.01 99.21 80540 | 1 0.01 99.22 80710 | 1 0.01 99.23 80850 | 1 0.01 99.24 80900 | 1 0.01 99.25 81840 | 1 0.01 99.26 82050 | 1 0.01 99.27 82370 | 1 0.01 99.28 83200 | 1 0.01 99.29 84080 | 1 0.01 99.30 85350 | 1 0.01 99.31 86530 | 1 0.01 99.32 89230 | 1 0.01 99.33 89830 | 1 0.01 99.34 90100 | 1 0.01 99.35 90370 | 1 0.01 99.36 92300 | 1 0.01 99.37 93900 | 1 0.01 99.38 94070 | 1 0.01 99.39 94140 | 1 0.01 99.40 96360 | 1 0.01 99.41 96580 | 1 0.01 99.42 100000 | 1 0.01 99.43 100430 | 1 0.01 99.44 101010 | 1 0.01 99.45 103540 | 1 0.01 99.46 105550 | 1 0.01 99.47 105690 | 1 0.01 99.48 105740 | 1 0.01 99.49 108470 | 1 0.01 99.50 111600 | 1 0.01 99.51 115290 | 1 0.01 99.52 116440 | 1 0.01 99.53 118230 | 1 0.01 99.54 119270 | 1 0.01 99.55 122150 | 1 0.01 99.56 122780 | 1 0.01 99.57 125190 | 1 0.01 99.58 128290 | 1 0.01 99.59 129040 | 1 0.01 99.60 134310 | 1 0.01 99.61 136430 | 1 0.01 99.62 137360 | 1 0.01 99.63 138910 | 1 0.01 99.64 140060 | 1 0.01 99.65 144070 | 1 0.01 99.66 145880 | 1 0.01 99.67 150240 | 1 0.01 99.68 153270 | 1 0.01 99.69 153840 | 1 0.01 99.70 155040 | 1 0.01 99.71 158250 | 1 0.01 99.72 160290 | 1 0.01 99.73 161320 | 1 0.01 99.74 170500 | 1 0.01 99.75 171540 | 1 0.01 99.76 178290 | 1 0.01 99.77 195260 | 1 0.01 99.78 196350 | 1 0.01 99.79 206770 | 1 0.01 99.80 213100 | 1 0.01 99.81 234960 | 1 0.01 99.82 239430 | 1 0.01 99.83 239450 | 1 0.01 99.84 241140 | 1 0.01 99.85 263860 | 1 0.01 99.86 263920 | 1 0.01 99.87 274150 | 1 0.01 99.88 275220 | 1 0.01 99.89 289510 | 1 0.01 99.90 336670 | 1 0.01 99.91 363260 | 1 0.01 99.92 397830 | 1 0.01 99.93 411540 | 1 0.01 99.94 415210 | 1 0.01 99.95 544330 | 1 0.01 99.96 736150 | 1 0.01 99.97 856310 | 1 0.01 99.98 937560 | 1 0.01 99.99 1261240 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017