Frequencies for first 10,000 rows of n00900 variable in zipcode2015 dataset : Number of | returns | with | business or | professiona | l net | income | (less loss) | 1040:12 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,224 22.24 22.24 20 | 456 4.56 26.80 30 | 973 9.73 36.53 40 | 783 7.83 44.36 50 | 606 6.06 50.42 60 | 464 4.64 55.06 70 | 413 4.13 59.19 80 | 302 3.02 62.21 90 | 281 2.81 65.02 100 | 253 2.53 67.55 110 | 190 1.90 69.45 120 | 215 2.15 71.60 130 | 171 1.71 73.31 140 | 166 1.66 74.97 150 | 151 1.51 76.48 160 | 143 1.43 77.91 170 | 136 1.36 79.27 180 | 110 1.10 80.37 190 | 110 1.10 81.47 200 | 100 1.00 82.47 210 | 78 0.78 83.25 220 | 80 0.80 84.05 230 | 72 0.72 84.77 240 | 70 0.70 85.47 250 | 60 0.60 86.07 260 | 66 0.66 86.73 270 | 59 0.59 87.32 280 | 48 0.48 87.80 290 | 46 0.46 88.26 300 | 43 0.43 88.69 310 | 43 0.43 89.12 320 | 48 0.48 89.60 330 | 44 0.44 90.04 340 | 36 0.36 90.40 350 | 37 0.37 90.77 360 | 30 0.30 91.07 370 | 30 0.30 91.37 380 | 25 0.25 91.62 390 | 17 0.17 91.79 400 | 31 0.31 92.10 410 | 25 0.25 92.35 420 | 24 0.24 92.59 430 | 16 0.16 92.75 440 | 21 0.21 92.96 450 | 18 0.18 93.14 460 | 17 0.17 93.31 470 | 13 0.13 93.44 480 | 16 0.16 93.60 490 | 14 0.14 93.74 500 | 15 0.15 93.89 510 | 12 0.12 94.01 520 | 13 0.13 94.14 530 | 11 0.11 94.25 540 | 17 0.17 94.42 550 | 10 0.10 94.52 560 | 11 0.11 94.63 570 | 8 0.08 94.71 580 | 11 0.11 94.82 590 | 6 0.06 94.88 600 | 13 0.13 95.01 610 | 11 0.11 95.12 620 | 11 0.11 95.23 630 | 5 0.05 95.28 640 | 9 0.09 95.37 650 | 5 0.05 95.42 660 | 7 0.07 95.49 670 | 7 0.07 95.56 680 | 3 0.03 95.59 690 | 6 0.06 95.65 700 | 5 0.05 95.70 710 | 8 0.08 95.78 720 | 7 0.07 95.85 730 | 1 0.01 95.86 740 | 3 0.03 95.89 750 | 3 0.03 95.92 760 | 6 0.06 95.98 770 | 4 0.04 96.02 780 | 5 0.05 96.07 790 | 3 0.03 96.10 800 | 3 0.03 96.13 810 | 1 0.01 96.14 820 | 5 0.05 96.19 830 | 2 0.02 96.21 840 | 5 0.05 96.26 850 | 2 0.02 96.28 860 | 1 0.01 96.29 870 | 4 0.04 96.33 880 | 1 0.01 96.34 890 | 2 0.02 96.36 900 | 3 0.03 96.39 910 | 3 0.03 96.42 920 | 1 0.01 96.43 930 | 3 0.03 96.46 940 | 1 0.01 96.47 950 | 2 0.02 96.49 970 | 3 0.03 96.52 990 | 3 0.03 96.55 1010 | 2 0.02 96.57 1020 | 4 0.04 96.61 1030 | 2 0.02 96.63 1050 | 1 0.01 96.64 1060 | 2 0.02 96.66 1070 | 1 0.01 96.67 1100 | 1 0.01 96.68 1110 | 1 0.01 96.69 1130 | 1 0.01 96.70 1180 | 1 0.01 96.71 1200 | 1 0.01 96.72 1220 | 2 0.02 96.74 1240 | 1 0.01 96.75 1250 | 1 0.01 96.76 1260 | 1 0.01 96.77 1270 | 1 0.01 96.78 1370 | 1 0.01 96.79 1390 | 1 0.01 96.80 1430 | 1 0.01 96.81 1440 | 1 0.01 96.82 1470 | 2 0.02 96.84 1480 | 1 0.01 96.85 1510 | 1 0.01 96.86 1520 | 1 0.01 96.87 1540 | 1 0.01 96.88 1800 | 1 0.01 96.89 1810 | 1 0.01 96.90 2000 | 1 0.01 96.91 2010 | 1 0.01 96.92 2060 | 1 0.01 96.93 2180 | 1 0.01 96.94 2230 | 1 0.01 96.95 2440 | 1 0.01 96.96 2530 | 1 0.01 96.97 3050 | 1 0.01 96.98 3250 | 1 0.01 96.99 3520 | 1 0.01 97.00 3600 | 1 0.01 97.01 3650 | 1 0.01 97.02 4180 | 1 0.01 97.03 4260 | 1 0.01 97.04 4970 | 1 0.01 97.05 5220 | 1 0.01 97.06 5520 | 1 0.01 97.07 5530 | 1 0.01 97.08 5890 | 1 0.01 97.09 5930 | 1 0.01 97.10 6050 | 1 0.01 97.11 6430 | 1 0.01 97.12 6470 | 2 0.02 97.14 6820 | 1 0.01 97.15 7200 | 1 0.01 97.16 7260 | 1 0.01 97.17 7340 | 1 0.01 97.18 7430 | 1 0.01 97.19 7440 | 1 0.01 97.20 7460 | 1 0.01 97.21 7700 | 1 0.01 97.22 7960 | 1 0.01 97.23 8000 | 1 0.01 97.24 8010 | 1 0.01 97.25 8040 | 1 0.01 97.26 8050 | 1 0.01 97.27 8270 | 1 0.01 97.28 8810 | 1 0.01 97.29 8870 | 1 0.01 97.30 9060 | 1 0.01 97.31 9280 | 1 0.01 97.32 9360 | 1 0.01 97.33 9390 | 1 0.01 97.34 9430 | 1 0.01 97.35 9750 | 1 0.01 97.36 9890 | 1 0.01 97.37 10000 | 2 0.02 97.39 10070 | 1 0.01 97.40 10130 | 1 0.01 97.41 10160 | 1 0.01 97.42 10360 | 1 0.01 97.43 10370 | 1 0.01 97.44 10520 | 1 0.01 97.45 10570 | 1 0.01 97.46 10980 | 1 0.01 97.47 11150 | 2 0.02 97.49 11230 | 1 0.01 97.50 11910 | 1 0.01 97.51 12150 | 1 0.01 97.52 12230 | 1 0.01 97.53 12260 | 1 0.01 97.54 12290 | 1 0.01 97.55 12590 | 1 0.01 97.56 12600 | 1 0.01 97.57 12630 | 1 0.01 97.58 12640 | 1 0.01 97.59 12650 | 1 0.01 97.60 12800 | 1 0.01 97.61 12900 | 1 0.01 97.62 13220 | 1 0.01 97.63 13650 | 1 0.01 97.64 13710 | 1 0.01 97.65 14520 | 1 0.01 97.66 14600 | 1 0.01 97.67 14830 | 1 0.01 97.68 15020 | 1 0.01 97.69 15370 | 1 0.01 97.70 15430 | 1 0.01 97.71 15950 | 1 0.01 97.72 16330 | 1 0.01 97.73 16360 | 1 0.01 97.74 16380 | 1 0.01 97.75 16690 | 1 0.01 97.76 16720 | 1 0.01 97.77 16830 | 1 0.01 97.78 17030 | 1 0.01 97.79 17340 | 1 0.01 97.80 17380 | 1 0.01 97.81 17420 | 1 0.01 97.82 17510 | 1 0.01 97.83 17520 | 1 0.01 97.84 17660 | 1 0.01 97.85 18040 | 1 0.01 97.86 18630 | 1 0.01 97.87 18840 | 1 0.01 97.88 19030 | 1 0.01 97.89 19510 | 1 0.01 97.90 19990 | 1 0.01 97.91 20030 | 1 0.01 97.92 20130 | 1 0.01 97.93 21100 | 1 0.01 97.94 21440 | 1 0.01 97.95 21860 | 1 0.01 97.96 21960 | 1 0.01 97.97 22330 | 1 0.01 97.98 22930 | 1 0.01 97.99 23670 | 1 0.01 98.00 23780 | 1 0.01 98.01 24100 | 1 0.01 98.02 24120 | 1 0.01 98.03 24300 | 1 0.01 98.04 24660 | 1 0.01 98.05 24810 | 1 0.01 98.06 24920 | 1 0.01 98.07 25420 | 1 0.01 98.08 25460 | 1 0.01 98.09 25470 | 1 0.01 98.10 26010 | 1 0.01 98.11 26170 | 1 0.01 98.12 26290 | 1 0.01 98.13 26930 | 2 0.02 98.15 27170 | 1 0.01 98.16 28260 | 1 0.01 98.17 28630 | 1 0.01 98.18 29160 | 1 0.01 98.19 29180 | 1 0.01 98.20 29370 | 1 0.01 98.21 29910 | 1 0.01 98.22 30070 | 1 0.01 98.23 31020 | 1 0.01 98.24 32030 | 1 0.01 98.25 32100 | 1 0.01 98.26 32570 | 2 0.02 98.28 32720 | 1 0.01 98.29 33270 | 1 0.01 98.30 33830 | 1 0.01 98.31 34080 | 1 0.01 98.32 34490 | 1 0.01 98.33 35060 | 1 0.01 98.34 35080 | 1 0.01 98.35 35110 | 1 0.01 98.36 35690 | 1 0.01 98.37 37100 | 1 0.01 98.38 37350 | 1 0.01 98.39 37480 | 1 0.01 98.40 38090 | 1 0.01 98.41 38220 | 1 0.01 98.42 38300 | 1 0.01 98.43 38540 | 1 0.01 98.44 38990 | 1 0.01 98.45 39770 | 2 0.02 98.47 40060 | 1 0.01 98.48 40240 | 1 0.01 98.49 40360 | 1 0.01 98.50 40370 | 1 0.01 98.51 40690 | 1 0.01 98.52 41090 | 1 0.01 98.53 41190 | 1 0.01 98.54 41740 | 1 0.01 98.55 41970 | 1 0.01 98.56 42050 | 1 0.01 98.57 42980 | 1 0.01 98.58 43110 | 1 0.01 98.59 43130 | 1 0.01 98.60 43680 | 1 0.01 98.61 44050 | 1 0.01 98.62 44280 | 1 0.01 98.63 45380 | 1 0.01 98.64 46220 | 1 0.01 98.65 46330 | 1 0.01 98.66 47330 | 1 0.01 98.67 47530 | 1 0.01 98.68 49110 | 1 0.01 98.69 50040 | 1 0.01 98.70 50450 | 1 0.01 98.71 50470 | 1 0.01 98.72 51380 | 1 0.01 98.73 51790 | 1 0.01 98.74 52700 | 1 0.01 98.75 53800 | 1 0.01 98.76 54250 | 1 0.01 98.77 54290 | 1 0.01 98.78 54640 | 1 0.01 98.79 55900 | 2 0.02 98.81 55940 | 1 0.01 98.82 56860 | 1 0.01 98.83 57350 | 1 0.01 98.84 57850 | 1 0.01 98.85 58580 | 1 0.01 98.86 58760 | 1 0.01 98.87 58770 | 1 0.01 98.88 58990 | 1 0.01 98.89 59260 | 1 0.01 98.90 59470 | 1 0.01 98.91 60640 | 1 0.01 98.92 61350 | 1 0.01 98.93 61770 | 1 0.01 98.94 63190 | 1 0.01 98.95 63320 | 1 0.01 98.96 63620 | 1 0.01 98.97 63680 | 1 0.01 98.98 63760 | 1 0.01 98.99 63930 | 1 0.01 99.00 64450 | 1 0.01 99.01 65060 | 1 0.01 99.02 65180 | 1 0.01 99.03 65390 | 1 0.01 99.04 65940 | 1 0.01 99.05 66290 | 1 0.01 99.06 71930 | 1 0.01 99.07 72620 | 1 0.01 99.08 73120 | 1 0.01 99.09 73640 | 1 0.01 99.10 73810 | 1 0.01 99.11 75670 | 1 0.01 99.12 79360 | 1 0.01 99.13 79520 | 1 0.01 99.14 80160 | 1 0.01 99.15 80730 | 1 0.01 99.16 81180 | 1 0.01 99.17 81440 | 1 0.01 99.18 82270 | 1 0.01 99.19 83180 | 1 0.01 99.20 83310 | 1 0.01 99.21 83710 | 1 0.01 99.22 84180 | 1 0.01 99.23 84570 | 1 0.01 99.24 85890 | 2 0.02 99.26 87260 | 1 0.01 99.27 88400 | 1 0.01 99.28 89520 | 1 0.01 99.29 92500 | 1 0.01 99.30 92540 | 1 0.01 99.31 94760 | 1 0.01 99.32 95580 | 1 0.01 99.33 95770 | 1 0.01 99.34 97740 | 2 0.02 99.36 98820 | 1 0.01 99.37 99800 | 1 0.01 99.38 100020 | 1 0.01 99.39 101510 | 1 0.01 99.40 103120 | 1 0.01 99.41 105090 | 1 0.01 99.42 105330 | 1 0.01 99.43 107860 | 1 0.01 99.44 108670 | 1 0.01 99.45 109130 | 1 0.01 99.46 109150 | 1 0.01 99.47 109570 | 1 0.01 99.48 110590 | 1 0.01 99.49 114370 | 1 0.01 99.50 115580 | 1 0.01 99.51 118950 | 1 0.01 99.52 122490 | 1 0.01 99.53 124270 | 1 0.01 99.54 128170 | 1 0.01 99.55 134740 | 1 0.01 99.56 134950 | 1 0.01 99.57 137560 | 1 0.01 99.58 137590 | 1 0.01 99.59 137760 | 1 0.01 99.60 137990 | 1 0.01 99.61 138000 | 1 0.01 99.62 143770 | 1 0.01 99.63 145240 | 1 0.01 99.64 145570 | 1 0.01 99.65 146630 | 1 0.01 99.66 150070 | 1 0.01 99.67 156770 | 1 0.01 99.68 162410 | 1 0.01 99.69 164630 | 1 0.01 99.70 170100 | 1 0.01 99.71 173840 | 1 0.01 99.72 174840 | 1 0.01 99.73 179500 | 1 0.01 99.74 181790 | 1 0.01 99.75 189390 | 1 0.01 99.76 210020 | 1 0.01 99.77 210620 | 1 0.01 99.78 216300 | 1 0.01 99.79 219580 | 1 0.01 99.80 243790 | 1 0.01 99.81 244310 | 1 0.01 99.82 254900 | 1 0.01 99.83 256300 | 1 0.01 99.84 256530 | 1 0.01 99.85 256590 | 1 0.01 99.86 263740 | 1 0.01 99.87 290040 | 1 0.01 99.88 315040 | 1 0.01 99.89 344650 | 1 0.01 99.90 356410 | 1 0.01 99.91 364940 | 1 0.01 99.92 433530 | 1 0.01 99.93 445110 | 1 0.01 99.94 476260 | 1 0.01 99.95 596520 | 1 0.01 99.96 716560 | 1 0.01 99.97 941600 | 1 0.01 99.98 985470 | 1 0.01 99.99 1303200 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017