Frequencies for first 10,000 rows of n00900 variable in zipcode2013 dataset : Number of | returns | with | business or | professiona | l net | income | (less loss) | 1040:12 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,318 23.18 23.18 20 | 458 4.58 27.76 30 | 919 9.19 36.95 40 | 783 7.83 44.78 50 | 590 5.90 50.68 60 | 478 4.78 55.46 70 | 397 3.97 59.43 80 | 305 3.05 62.48 90 | 281 2.81 65.29 100 | 240 2.40 67.69 110 | 209 2.09 69.78 120 | 205 2.05 71.83 130 | 196 1.96 73.79 140 | 167 1.67 75.46 150 | 164 1.64 77.10 160 | 132 1.32 78.42 170 | 115 1.15 79.57 180 | 117 1.17 80.74 190 | 108 1.08 81.82 200 | 101 1.01 82.83 210 | 76 0.76 83.59 220 | 84 0.84 84.43 230 | 67 0.67 85.10 240 | 72 0.72 85.82 250 | 72 0.72 86.54 260 | 50 0.50 87.04 270 | 58 0.58 87.62 280 | 57 0.57 88.19 290 | 68 0.68 88.87 300 | 40 0.40 89.27 310 | 42 0.42 89.69 320 | 38 0.38 90.07 330 | 35 0.35 90.42 340 | 36 0.36 90.78 350 | 26 0.26 91.04 360 | 27 0.27 91.31 370 | 21 0.21 91.52 380 | 29 0.29 91.81 390 | 23 0.23 92.04 400 | 32 0.32 92.36 410 | 16 0.16 92.52 420 | 20 0.20 92.72 430 | 19 0.19 92.91 440 | 18 0.18 93.09 450 | 17 0.17 93.26 460 | 15 0.15 93.41 470 | 14 0.14 93.55 480 | 17 0.17 93.72 490 | 15 0.15 93.87 500 | 16 0.16 94.03 510 | 13 0.13 94.16 520 | 9 0.09 94.25 530 | 12 0.12 94.37 540 | 13 0.13 94.50 550 | 14 0.14 94.64 560 | 4 0.04 94.68 570 | 9 0.09 94.77 580 | 8 0.08 94.85 590 | 10 0.10 94.95 600 | 5 0.05 95.00 610 | 11 0.11 95.11 620 | 3 0.03 95.14 630 | 7 0.07 95.21 640 | 3 0.03 95.24 650 | 8 0.08 95.32 660 | 3 0.03 95.35 670 | 2 0.02 95.37 680 | 8 0.08 95.45 690 | 8 0.08 95.53 700 | 7 0.07 95.60 710 | 6 0.06 95.66 720 | 4 0.04 95.70 730 | 4 0.04 95.74 740 | 1 0.01 95.75 750 | 3 0.03 95.78 760 | 5 0.05 95.83 770 | 1 0.01 95.84 780 | 2 0.02 95.86 790 | 6 0.06 95.92 800 | 7 0.07 95.99 810 | 3 0.03 96.02 820 | 5 0.05 96.07 830 | 3 0.03 96.10 840 | 2 0.02 96.12 850 | 2 0.02 96.14 860 | 2 0.02 96.16 870 | 3 0.03 96.19 880 | 1 0.01 96.20 910 | 3 0.03 96.23 920 | 2 0.02 96.25 930 | 1 0.01 96.26 970 | 1 0.01 96.27 980 | 1 0.01 96.28 990 | 2 0.02 96.30 1000 | 3 0.03 96.33 1010 | 1 0.01 96.34 1030 | 1 0.01 96.35 1070 | 2 0.02 96.37 1080 | 1 0.01 96.38 1090 | 1 0.01 96.39 1140 | 1 0.01 96.40 1180 | 1 0.01 96.41 1190 | 1 0.01 96.42 1240 | 1 0.01 96.43 1260 | 2 0.02 96.45 1280 | 2 0.02 96.47 1290 | 1 0.01 96.48 1320 | 1 0.01 96.49 1330 | 1 0.01 96.50 1340 | 1 0.01 96.51 1360 | 1 0.01 96.52 1380 | 1 0.01 96.53 1390 | 1 0.01 96.54 1550 | 1 0.01 96.55 1560 | 1 0.01 96.56 1730 | 1 0.01 96.57 1770 | 1 0.01 96.58 1910 | 1 0.01 96.59 1950 | 1 0.01 96.60 2050 | 1 0.01 96.61 2260 | 1 0.01 96.62 2420 | 1 0.01 96.63 2730 | 1 0.01 96.64 3080 | 1 0.01 96.65 3090 | 1 0.01 96.66 3460 | 1 0.01 96.67 3530 | 1 0.01 96.68 3620 | 1 0.01 96.69 3850 | 1 0.01 96.70 3980 | 1 0.01 96.71 4410 | 1 0.01 96.72 4440 | 1 0.01 96.73 5290 | 1 0.01 96.74 5350 | 1 0.01 96.75 5440 | 1 0.01 96.76 5720 | 1 0.01 96.77 5850 | 1 0.01 96.78 6040 | 1 0.01 96.79 6480 | 1 0.01 96.80 6500 | 1 0.01 96.81 6530 | 1 0.01 96.82 6580 | 1 0.01 96.83 6730 | 1 0.01 96.84 6810 | 1 0.01 96.85 7120 | 1 0.01 96.86 7270 | 1 0.01 96.87 7360 | 1 0.01 96.88 7380 | 1 0.01 96.89 7390 | 1 0.01 96.90 7500 | 1 0.01 96.91 7560 | 1 0.01 96.92 7840 | 1 0.01 96.93 8090 | 1 0.01 96.94 8140 | 1 0.01 96.95 8230 | 1 0.01 96.96 8260 | 1 0.01 96.97 8310 | 1 0.01 96.98 8480 | 1 0.01 96.99 8490 | 1 0.01 97.00 8850 | 2 0.02 97.02 8950 | 1 0.01 97.03 8990 | 1 0.01 97.04 9100 | 1 0.01 97.05 9340 | 1 0.01 97.06 9410 | 1 0.01 97.07 9570 | 1 0.01 97.08 9760 | 1 0.01 97.09 9960 | 1 0.01 97.10 10030 | 1 0.01 97.11 10180 | 1 0.01 97.12 10580 | 1 0.01 97.13 10710 | 1 0.01 97.14 10860 | 1 0.01 97.15 10980 | 1 0.01 97.16 11020 | 1 0.01 97.17 11450 | 1 0.01 97.18 11460 | 1 0.01 97.19 11580 | 1 0.01 97.20 11880 | 1 0.01 97.21 11900 | 1 0.01 97.22 11960 | 1 0.01 97.23 11970 | 1 0.01 97.24 12020 | 1 0.01 97.25 12290 | 1 0.01 97.26 12350 | 1 0.01 97.27 12670 | 1 0.01 97.28 12710 | 1 0.01 97.29 12820 | 1 0.01 97.30 13040 | 1 0.01 97.31 13150 | 1 0.01 97.32 13330 | 1 0.01 97.33 13590 | 2 0.02 97.35 14480 | 1 0.01 97.36 14610 | 1 0.01 97.37 14960 | 1 0.01 97.38 15090 | 1 0.01 97.39 15290 | 1 0.01 97.40 15530 | 1 0.01 97.41 15640 | 1 0.01 97.42 15700 | 1 0.01 97.43 15760 | 1 0.01 97.44 15870 | 1 0.01 97.45 15950 | 1 0.01 97.46 16040 | 1 0.01 97.47 16090 | 1 0.01 97.48 16640 | 2 0.02 97.50 17120 | 2 0.02 97.52 17360 | 1 0.01 97.53 18010 | 1 0.01 97.54 18070 | 1 0.01 97.55 18460 | 1 0.01 97.56 18720 | 1 0.01 97.57 18810 | 1 0.01 97.58 19100 | 1 0.01 97.59 19920 | 1 0.01 97.60 19960 | 1 0.01 97.61 20240 | 1 0.01 97.62 20810 | 1 0.01 97.63 20860 | 1 0.01 97.64 21650 | 1 0.01 97.65 21720 | 1 0.01 97.66 22010 | 1 0.01 97.67 22030 | 1 0.01 97.68 22830 | 1 0.01 97.69 23200 | 1 0.01 97.70 23230 | 1 0.01 97.71 23360 | 1 0.01 97.72 23590 | 1 0.01 97.73 24220 | 1 0.01 97.74 24260 | 1 0.01 97.75 24560 | 1 0.01 97.76 24700 | 1 0.01 97.77 25250 | 1 0.01 97.78 25410 | 1 0.01 97.79 25530 | 1 0.01 97.80 26200 | 1 0.01 97.81 26660 | 1 0.01 97.82 26830 | 1 0.01 97.83 26970 | 1 0.01 97.84 27380 | 1 0.01 97.85 27520 | 1 0.01 97.86 27680 | 1 0.01 97.87 27780 | 1 0.01 97.88 28410 | 1 0.01 97.89 28880 | 1 0.01 97.90 29170 | 1 0.01 97.91 29360 | 1 0.01 97.92 30130 | 1 0.01 97.93 30560 | 1 0.01 97.94 30730 | 1 0.01 97.95 30970 | 1 0.01 97.96 31120 | 1 0.01 97.97 31470 | 1 0.01 97.98 31590 | 1 0.01 97.99 31940 | 1 0.01 98.00 32760 | 1 0.01 98.01 33070 | 1 0.01 98.02 33960 | 1 0.01 98.03 35090 | 1 0.01 98.04 35280 | 1 0.01 98.05 35510 | 1 0.01 98.06 35590 | 1 0.01 98.07 35600 | 1 0.01 98.08 36060 | 1 0.01 98.09 36380 | 1 0.01 98.10 36510 | 1 0.01 98.11 36770 | 1 0.01 98.12 36930 | 1 0.01 98.13 37200 | 1 0.01 98.14 37250 | 1 0.01 98.15 37520 | 1 0.01 98.16 37600 | 1 0.01 98.17 37660 | 1 0.01 98.18 37710 | 1 0.01 98.19 38570 | 1 0.01 98.20 38660 | 1 0.01 98.21 38860 | 1 0.01 98.22 39460 | 1 0.01 98.23 39840 | 1 0.01 98.24 39880 | 1 0.01 98.25 40960 | 1 0.01 98.26 41030 | 1 0.01 98.27 41560 | 1 0.01 98.28 41660 | 1 0.01 98.29 41900 | 1 0.01 98.30 42160 | 1 0.01 98.31 43560 | 1 0.01 98.32 43980 | 1 0.01 98.33 43990 | 1 0.01 98.34 45800 | 1 0.01 98.35 46950 | 1 0.01 98.36 49180 | 1 0.01 98.37 50350 | 1 0.01 98.38 50420 | 1 0.01 98.39 50880 | 1 0.01 98.40 50970 | 2 0.02 98.42 51050 | 1 0.01 98.43 51670 | 1 0.01 98.44 51900 | 1 0.01 98.45 52070 | 1 0.01 98.46 53140 | 1 0.01 98.47 53380 | 1 0.01 98.48 53390 | 1 0.01 98.49 53520 | 1 0.01 98.50 53800 | 1 0.01 98.51 54370 | 1 0.01 98.52 55100 | 1 0.01 98.53 55180 | 1 0.01 98.54 55680 | 1 0.01 98.55 55800 | 1 0.01 98.56 56130 | 1 0.01 98.57 57210 | 1 0.01 98.58 57780 | 1 0.01 98.59 57950 | 1 0.01 98.60 58690 | 1 0.01 98.61 59090 | 1 0.01 98.62 60250 | 1 0.01 98.63 60470 | 1 0.01 98.64 60890 | 1 0.01 98.65 61400 | 1 0.01 98.66 61730 | 1 0.01 98.67 62040 | 1 0.01 98.68 62260 | 1 0.01 98.69 62460 | 1 0.01 98.70 62600 | 1 0.01 98.71 63240 | 1 0.01 98.72 64080 | 1 0.01 98.73 65620 | 1 0.01 98.74 65840 | 1 0.01 98.75 69200 | 1 0.01 98.76 69290 | 1 0.01 98.77 69570 | 1 0.01 98.78 70810 | 1 0.01 98.79 72520 | 1 0.01 98.80 74730 | 1 0.01 98.81 77230 | 1 0.01 98.82 77290 | 1 0.01 98.83 78090 | 1 0.01 98.84 78280 | 1 0.01 98.85 79450 | 1 0.01 98.86 79630 | 1 0.01 98.87 80270 | 1 0.01 98.88 80360 | 1 0.01 98.89 80590 | 1 0.01 98.90 80640 | 1 0.01 98.91 80820 | 1 0.01 98.92 81990 | 1 0.01 98.93 82420 | 1 0.01 98.94 84670 | 1 0.01 98.95 85260 | 1 0.01 98.96 87050 | 1 0.01 98.97 87150 | 1 0.01 98.98 87530 | 1 0.01 98.99 87960 | 1 0.01 99.00 89800 | 1 0.01 99.01 90910 | 1 0.01 99.02 91870 | 1 0.01 99.03 92890 | 1 0.01 99.04 94900 | 1 0.01 99.05 96170 | 1 0.01 99.06 97860 | 1 0.01 99.07 98720 | 1 0.01 99.08 99150 | 1 0.01 99.09 99210 | 1 0.01 99.10 103630 | 1 0.01 99.11 104220 | 1 0.01 99.12 104570 | 1 0.01 99.13 104800 | 1 0.01 99.14 105230 | 1 0.01 99.15 107080 | 1 0.01 99.16 107780 | 1 0.01 99.17 109560 | 1 0.01 99.18 115250 | 1 0.01 99.19 119350 | 1 0.01 99.20 119420 | 1 0.01 99.21 121520 | 1 0.01 99.22 124230 | 1 0.01 99.23 127330 | 1 0.01 99.24 130280 | 1 0.01 99.25 133060 | 1 0.01 99.26 134230 | 1 0.01 99.27 135070 | 1 0.01 99.28 137900 | 1 0.01 99.29 138090 | 1 0.01 99.30 138760 | 1 0.01 99.31 141670 | 1 0.01 99.32 144410 | 1 0.01 99.33 146240 | 1 0.01 99.34 146670 | 1 0.01 99.35 152860 | 1 0.01 99.36 153940 | 1 0.01 99.37 157920 | 1 0.01 99.38 158880 | 1 0.01 99.39 164200 | 1 0.01 99.40 164310 | 1 0.01 99.41 172820 | 1 0.01 99.42 179300 | 1 0.01 99.43 203460 | 1 0.01 99.44 206120 | 1 0.01 99.45 210370 | 1 0.01 99.46 210680 | 1 0.01 99.47 222030 | 1 0.01 99.48 237160 | 1 0.01 99.49 241150 | 1 0.01 99.50 242490 | 1 0.01 99.51 243690 | 1 0.01 99.52 263580 | 1 0.01 99.53 271970 | 1 0.01 99.54 278160 | 1 0.01 99.55 280230 | 1 0.01 99.56 301650 | 1 0.01 99.57 338300 | 1 0.01 99.58 363640 | 1 0.01 99.59 406520 | 1 0.01 99.60 418410 | 1 0.01 99.61 429660 | 1 0.01 99.62 554760 | 1 0.01 99.63 721920 | 1 0.01 99.64 886810 | 1 0.01 99.65 970660 | 1 0.01 99.66 1285450 | 1 0.01 99.67 . | 33 0.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017