Frequencies for first 10,000 rows of n00900 variable in zipcode2014 dataset : Number of | returns | with | business or | professiona | l net | income | (less loss) | 1040:12 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,268 22.68 22.68 20 | 479 4.79 27.47 30 | 966 9.66 37.13 40 | 777 7.77 44.90 50 | 604 6.04 50.94 60 | 456 4.56 55.50 70 | 379 3.79 59.29 80 | 356 3.56 62.85 90 | 269 2.69 65.54 100 | 243 2.43 67.97 110 | 208 2.08 70.05 120 | 186 1.86 71.91 130 | 185 1.85 73.76 140 | 180 1.80 75.56 150 | 149 1.49 77.05 160 | 135 1.35 78.40 170 | 122 1.22 79.62 180 | 102 1.02 80.64 190 | 116 1.16 81.80 200 | 98 0.98 82.78 210 | 85 0.85 83.63 220 | 88 0.88 84.51 230 | 82 0.82 85.33 240 | 55 0.55 85.88 250 | 58 0.58 86.46 260 | 59 0.59 87.05 270 | 66 0.66 87.71 280 | 55 0.55 88.26 290 | 47 0.47 88.73 300 | 55 0.55 89.28 310 | 36 0.36 89.64 320 | 59 0.59 90.23 330 | 30 0.30 90.53 340 | 20 0.20 90.73 350 | 35 0.35 91.08 360 | 29 0.29 91.37 370 | 33 0.33 91.70 380 | 24 0.24 91.94 390 | 20 0.20 92.14 400 | 20 0.20 92.34 410 | 20 0.20 92.54 420 | 27 0.27 92.81 430 | 21 0.21 93.02 440 | 17 0.17 93.19 450 | 17 0.17 93.36 460 | 15 0.15 93.51 470 | 12 0.12 93.63 480 | 17 0.17 93.80 490 | 16 0.16 93.96 500 | 6 0.06 94.02 510 | 16 0.16 94.18 520 | 16 0.16 94.34 530 | 13 0.13 94.47 540 | 13 0.13 94.60 550 | 7 0.07 94.67 560 | 12 0.12 94.79 570 | 17 0.17 94.96 580 | 4 0.04 95.00 590 | 10 0.10 95.10 600 | 4 0.04 95.14 610 | 13 0.13 95.27 620 | 8 0.08 95.35 630 | 10 0.10 95.45 640 | 6 0.06 95.51 650 | 4 0.04 95.55 660 | 6 0.06 95.61 670 | 5 0.05 95.66 680 | 4 0.04 95.70 690 | 6 0.06 95.76 700 | 3 0.03 95.79 710 | 4 0.04 95.83 720 | 5 0.05 95.88 730 | 6 0.06 95.94 740 | 6 0.06 96.00 750 | 1 0.01 96.01 760 | 5 0.05 96.06 770 | 3 0.03 96.09 780 | 2 0.02 96.11 790 | 4 0.04 96.15 800 | 5 0.05 96.20 810 | 4 0.04 96.24 820 | 3 0.03 96.27 830 | 1 0.01 96.28 840 | 3 0.03 96.31 850 | 2 0.02 96.33 860 | 5 0.05 96.38 870 | 4 0.04 96.42 880 | 2 0.02 96.44 890 | 2 0.02 96.46 900 | 3 0.03 96.49 910 | 1 0.01 96.50 920 | 2 0.02 96.52 930 | 1 0.01 96.53 940 | 2 0.02 96.55 950 | 1 0.01 96.56 970 | 2 0.02 96.58 980 | 1 0.01 96.59 990 | 1 0.01 96.60 1000 | 2 0.02 96.62 1010 | 2 0.02 96.64 1020 | 1 0.01 96.65 1030 | 1 0.01 96.66 1040 | 1 0.01 96.67 1070 | 1 0.01 96.68 1120 | 1 0.01 96.69 1150 | 1 0.01 96.70 1160 | 1 0.01 96.71 1180 | 1 0.01 96.72 1230 | 1 0.01 96.73 1240 | 1 0.01 96.74 1250 | 1 0.01 96.75 1270 | 1 0.01 96.76 1280 | 2 0.02 96.78 1340 | 1 0.01 96.79 1350 | 1 0.01 96.80 1360 | 1 0.01 96.81 1370 | 1 0.01 96.82 1390 | 1 0.01 96.83 1410 | 1 0.01 96.84 1440 | 1 0.01 96.85 1480 | 1 0.01 96.86 1520 | 2 0.02 96.88 1730 | 1 0.01 96.89 1850 | 1 0.01 96.90 1870 | 1 0.01 96.91 1940 | 1 0.01 96.92 1960 | 1 0.01 96.93 2160 | 1 0.01 96.94 2490 | 1 0.01 96.95 2820 | 1 0.01 96.96 3070 | 1 0.01 96.97 3420 | 1 0.01 96.98 3500 | 1 0.01 96.99 3930 | 1 0.01 97.00 3980 | 1 0.01 97.01 4080 | 1 0.01 97.02 4230 | 1 0.01 97.03 4330 | 1 0.01 97.04 4720 | 1 0.01 97.05 4850 | 1 0.01 97.06 5540 | 1 0.01 97.07 5640 | 1 0.01 97.08 5890 | 1 0.01 97.09 5990 | 1 0.01 97.10 6170 | 1 0.01 97.11 6230 | 1 0.01 97.12 6660 | 1 0.01 97.13 6800 | 1 0.01 97.14 6830 | 1 0.01 97.15 6910 | 1 0.01 97.16 7110 | 1 0.01 97.17 7230 | 1 0.01 97.18 7320 | 1 0.01 97.19 7600 | 1 0.01 97.20 7610 | 1 0.01 97.21 7650 | 1 0.01 97.22 7830 | 1 0.01 97.23 7870 | 1 0.01 97.24 7930 | 1 0.01 97.25 7980 | 1 0.01 97.26 8210 | 1 0.01 97.27 8510 | 1 0.01 97.28 8710 | 1 0.01 97.29 8810 | 1 0.01 97.30 8830 | 1 0.01 97.31 8850 | 1 0.01 97.32 9270 | 1 0.01 97.33 9280 | 1 0.01 97.34 9320 | 2 0.02 97.36 9390 | 1 0.01 97.37 9510 | 1 0.01 97.38 9580 | 1 0.01 97.39 9620 | 1 0.01 97.40 9690 | 1 0.01 97.41 10080 | 1 0.01 97.42 10090 | 1 0.01 97.43 10120 | 1 0.01 97.44 10380 | 1 0.01 97.45 10750 | 1 0.01 97.46 10890 | 1 0.01 97.47 10900 | 2 0.02 97.49 11350 | 1 0.01 97.50 11710 | 1 0.01 97.51 11960 | 1 0.01 97.52 12060 | 1 0.01 97.53 12120 | 1 0.01 97.54 12240 | 1 0.01 97.55 12340 | 1 0.01 97.56 12360 | 1 0.01 97.57 12380 | 1 0.01 97.58 12440 | 1 0.01 97.59 12460 | 1 0.01 97.60 12770 | 1 0.01 97.61 13290 | 1 0.01 97.62 13320 | 1 0.01 97.63 13480 | 1 0.01 97.64 13720 | 1 0.01 97.65 14060 | 1 0.01 97.66 14260 | 1 0.01 97.67 14730 | 1 0.01 97.68 14820 | 1 0.01 97.69 15000 | 1 0.01 97.70 15050 | 1 0.01 97.71 15250 | 1 0.01 97.72 15590 | 1 0.01 97.73 15870 | 1 0.01 97.74 15950 | 1 0.01 97.75 16000 | 1 0.01 97.76 16140 | 1 0.01 97.77 16720 | 1 0.01 97.78 16740 | 1 0.01 97.79 16750 | 1 0.01 97.80 16780 | 1 0.01 97.81 16810 | 1 0.01 97.82 16880 | 1 0.01 97.83 17080 | 1 0.01 97.84 17530 | 1 0.01 97.85 18160 | 1 0.01 97.86 18570 | 1 0.01 97.87 18700 | 1 0.01 97.88 19390 | 1 0.01 97.89 19440 | 1 0.01 97.90 19930 | 1 0.01 97.91 20000 | 1 0.01 97.92 20340 | 1 0.01 97.93 20460 | 1 0.01 97.94 20640 | 1 0.01 97.95 21290 | 1 0.01 97.96 21580 | 1 0.01 97.97 22800 | 1 0.01 97.98 22870 | 1 0.01 97.99 22880 | 1 0.01 98.00 22910 | 1 0.01 98.01 23010 | 1 0.01 98.02 23170 | 1 0.01 98.03 23430 | 1 0.01 98.04 23500 | 1 0.01 98.05 24260 | 1 0.01 98.06 24300 | 1 0.01 98.07 24820 | 1 0.01 98.08 25160 | 1 0.01 98.09 25480 | 1 0.01 98.10 25490 | 1 0.01 98.11 25920 | 1 0.01 98.12 25930 | 1 0.01 98.13 26460 | 1 0.01 98.14 26770 | 1 0.01 98.15 27210 | 1 0.01 98.16 27250 | 1 0.01 98.17 27940 | 1 0.01 98.18 28060 | 1 0.01 98.19 28610 | 1 0.01 98.20 28840 | 1 0.01 98.21 29360 | 1 0.01 98.22 29850 | 1 0.01 98.23 30110 | 1 0.01 98.24 31040 | 1 0.01 98.25 31450 | 1 0.01 98.26 31580 | 1 0.01 98.27 32320 | 1 0.01 98.28 32490 | 1 0.01 98.29 32500 | 1 0.01 98.30 33280 | 1 0.01 98.31 33370 | 1 0.01 98.32 33970 | 1 0.01 98.33 34570 | 1 0.01 98.34 34590 | 1 0.01 98.35 34830 | 1 0.01 98.36 35130 | 1 0.01 98.37 35880 | 1 0.01 98.38 36160 | 1 0.01 98.39 36660 | 1 0.01 98.40 36970 | 1 0.01 98.41 37350 | 1 0.01 98.42 37420 | 1 0.01 98.43 37530 | 1 0.01 98.44 37820 | 1 0.01 98.45 37980 | 1 0.01 98.46 38250 | 1 0.01 98.47 38630 | 2 0.02 98.49 38850 | 1 0.01 98.50 39120 | 1 0.01 98.51 39640 | 1 0.01 98.52 39780 | 1 0.01 98.53 39850 | 1 0.01 98.54 40260 | 1 0.01 98.55 40510 | 1 0.01 98.56 40780 | 1 0.01 98.57 40790 | 1 0.01 98.58 40870 | 1 0.01 98.59 41400 | 1 0.01 98.60 42170 | 1 0.01 98.61 42340 | 1 0.01 98.62 42910 | 1 0.01 98.63 43290 | 1 0.01 98.64 45440 | 1 0.01 98.65 46210 | 1 0.01 98.66 46270 | 1 0.01 98.67 47690 | 1 0.01 98.68 48110 | 1 0.01 98.69 49540 | 1 0.01 98.70 49800 | 1 0.01 98.71 50550 | 1 0.01 98.72 50900 | 1 0.01 98.73 51170 | 1 0.01 98.74 52870 | 1 0.01 98.75 52940 | 1 0.01 98.76 53050 | 1 0.01 98.77 53190 | 1 0.01 98.78 53650 | 1 0.01 98.79 54290 | 1 0.01 98.80 54380 | 1 0.01 98.81 54980 | 1 0.01 98.82 55280 | 1 0.01 98.83 55370 | 1 0.01 98.84 55650 | 1 0.01 98.85 56100 | 1 0.01 98.86 56640 | 1 0.01 98.87 57150 | 1 0.01 98.88 58030 | 1 0.01 98.89 58060 | 1 0.01 98.90 58590 | 1 0.01 98.91 59100 | 1 0.01 98.92 59140 | 1 0.01 98.93 59480 | 1 0.01 98.94 59640 | 1 0.01 98.95 60350 | 1 0.01 98.96 62170 | 1 0.01 98.97 62200 | 1 0.01 98.98 62340 | 1 0.01 98.99 62480 | 1 0.01 99.00 62500 | 1 0.01 99.01 62510 | 1 0.01 99.02 63040 | 1 0.01 99.03 63950 | 1 0.01 99.04 64630 | 1 0.01 99.05 65630 | 1 0.01 99.06 68060 | 1 0.01 99.07 69290 | 1 0.01 99.08 70230 | 1 0.01 99.09 71090 | 1 0.01 99.10 71930 | 1 0.01 99.11 75360 | 1 0.01 99.12 76090 | 1 0.01 99.13 78060 | 1 0.01 99.14 78410 | 1 0.01 99.15 78470 | 1 0.01 99.16 79410 | 1 0.01 99.17 79730 | 1 0.01 99.18 80180 | 1 0.01 99.19 80310 | 1 0.01 99.20 80540 | 1 0.01 99.21 82060 | 1 0.01 99.22 82430 | 1 0.01 99.23 82800 | 1 0.01 99.24 83670 | 1 0.01 99.25 83790 | 1 0.01 99.26 83840 | 1 0.01 99.27 84600 | 1 0.01 99.28 87890 | 1 0.01 99.29 89270 | 1 0.01 99.30 90240 | 1 0.01 99.31 90340 | 1 0.01 99.32 90870 | 1 0.01 99.33 92810 | 1 0.01 99.34 93090 | 1 0.01 99.35 93120 | 1 0.01 99.36 94890 | 1 0.01 99.37 96210 | 1 0.01 99.38 96810 | 1 0.01 99.39 99510 | 1 0.01 99.40 100530 | 1 0.01 99.41 102380 | 1 0.01 99.42 103540 | 1 0.01 99.43 104200 | 1 0.01 99.44 104310 | 1 0.01 99.45 104940 | 1 0.01 99.46 107250 | 1 0.01 99.47 107850 | 1 0.01 99.48 108210 | 1 0.01 99.49 108240 | 1 0.01 99.50 115080 | 1 0.01 99.51 117370 | 1 0.01 99.52 118060 | 1 0.01 99.53 121820 | 1 0.01 99.54 122040 | 1 0.01 99.55 130700 | 1 0.01 99.56 132890 | 1 0.01 99.57 133130 | 1 0.01 99.58 135440 | 1 0.01 99.59 135870 | 1 0.01 99.60 136890 | 1 0.01 99.61 139270 | 1 0.01 99.62 140580 | 1 0.01 99.63 141220 | 1 0.01 99.64 142440 | 1 0.01 99.65 145420 | 1 0.01 99.66 149050 | 1 0.01 99.67 154120 | 1 0.01 99.68 155580 | 1 0.01 99.69 157460 | 1 0.01 99.70 158670 | 1 0.01 99.71 164090 | 1 0.01 99.72 167450 | 1 0.01 99.73 170190 | 1 0.01 99.74 178600 | 1 0.01 99.75 185610 | 1 0.01 99.76 207940 | 1 0.01 99.77 210660 | 1 0.01 99.78 212080 | 1 0.01 99.79 213820 | 1 0.01 99.80 234710 | 1 0.01 99.81 236370 | 1 0.01 99.82 244130 | 1 0.01 99.83 247910 | 1 0.01 99.84 249430 | 1 0.01 99.85 260260 | 1 0.01 99.86 269500 | 1 0.01 99.87 288210 | 1 0.01 99.88 298340 | 1 0.01 99.89 319320 | 1 0.01 99.90 342430 | 1 0.01 99.91 366060 | 1 0.01 99.92 423550 | 1 0.01 99.93 429320 | 1 0.01 99.94 447810 | 1 0.01 99.95 567260 | 1 0.01 99.96 727540 | 1 0.01 99.97 913840 | 1 0.01 99.98 967770 | 1 0.01 99.99 1304540 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017