Frequencies for first 10,000 rows of n01000 variable in zipcode2015 dataset : Number of | returns | with net | capital | gain (less | loss) | 1040:13 | 1040A:10 | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,178 21.78 21.78 20 | 472 4.72 26.50 30 | 919 9.19 35.69 40 | 801 8.01 43.70 50 | 551 5.51 49.21 60 | 390 3.90 53.11 70 | 309 3.09 56.20 80 | 293 2.93 59.13 90 | 246 2.46 61.59 100 | 195 1.95 63.54 110 | 194 1.94 65.48 120 | 179 1.79 67.27 130 | 177 1.77 69.04 140 | 150 1.50 70.54 150 | 130 1.30 71.84 160 | 129 1.29 73.13 170 | 102 1.02 74.15 180 | 119 1.19 75.34 190 | 95 0.95 76.29 200 | 91 0.91 77.20 210 | 109 1.09 78.29 220 | 95 0.95 79.24 230 | 108 1.08 80.32 240 | 89 0.89 81.21 250 | 88 0.88 82.09 260 | 63 0.63 82.72 270 | 77 0.77 83.49 280 | 70 0.70 84.19 290 | 59 0.59 84.78 300 | 49 0.49 85.27 310 | 46 0.46 85.73 320 | 52 0.52 86.25 330 | 38 0.38 86.63 340 | 39 0.39 87.02 350 | 43 0.43 87.45 360 | 41 0.41 87.86 370 | 48 0.48 88.34 380 | 44 0.44 88.78 390 | 43 0.43 89.21 400 | 36 0.36 89.57 410 | 36 0.36 89.93 420 | 22 0.22 90.15 430 | 24 0.24 90.39 440 | 30 0.30 90.69 450 | 31 0.31 91.00 460 | 24 0.24 91.24 470 | 20 0.20 91.44 480 | 28 0.28 91.72 490 | 19 0.19 91.91 500 | 21 0.21 92.12 510 | 12 0.12 92.24 520 | 17 0.17 92.41 530 | 18 0.18 92.59 540 | 10 0.10 92.69 550 | 9 0.09 92.78 560 | 18 0.18 92.96 570 | 8 0.08 93.04 580 | 16 0.16 93.20 590 | 12 0.12 93.32 600 | 10 0.10 93.42 610 | 6 0.06 93.48 620 | 6 0.06 93.54 630 | 9 0.09 93.63 640 | 9 0.09 93.72 650 | 9 0.09 93.81 660 | 9 0.09 93.90 670 | 15 0.15 94.05 680 | 9 0.09 94.14 690 | 9 0.09 94.23 700 | 15 0.15 94.38 710 | 5 0.05 94.43 720 | 3 0.03 94.46 730 | 5 0.05 94.51 740 | 4 0.04 94.55 750 | 3 0.03 94.58 760 | 4 0.04 94.62 770 | 10 0.10 94.72 780 | 8 0.08 94.80 790 | 8 0.08 94.88 800 | 4 0.04 94.92 810 | 7 0.07 94.99 820 | 6 0.06 95.05 830 | 9 0.09 95.14 840 | 4 0.04 95.18 850 | 5 0.05 95.23 860 | 2 0.02 95.25 870 | 4 0.04 95.29 880 | 8 0.08 95.37 890 | 6 0.06 95.43 900 | 2 0.02 95.45 910 | 5 0.05 95.50 920 | 4 0.04 95.54 930 | 2 0.02 95.56 940 | 4 0.04 95.60 950 | 3 0.03 95.63 960 | 3 0.03 95.66 970 | 3 0.03 95.69 980 | 2 0.02 95.71 990 | 3 0.03 95.74 1000 | 2 0.02 95.76 1010 | 4 0.04 95.80 1020 | 5 0.05 95.85 1030 | 2 0.02 95.87 1040 | 5 0.05 95.92 1050 | 1 0.01 95.93 1060 | 4 0.04 95.97 1070 | 3 0.03 96.00 1080 | 3 0.03 96.03 1090 | 1 0.01 96.04 1110 | 1 0.01 96.05 1120 | 2 0.02 96.07 1130 | 1 0.01 96.08 1140 | 3 0.03 96.11 1150 | 2 0.02 96.13 1160 | 3 0.03 96.16 1170 | 3 0.03 96.19 1200 | 3 0.03 96.22 1210 | 2 0.02 96.24 1220 | 4 0.04 96.28 1240 | 1 0.01 96.29 1250 | 1 0.01 96.30 1260 | 1 0.01 96.31 1270 | 1 0.01 96.32 1280 | 5 0.05 96.37 1310 | 3 0.03 96.40 1320 | 4 0.04 96.44 1330 | 1 0.01 96.45 1370 | 1 0.01 96.46 1380 | 3 0.03 96.49 1390 | 1 0.01 96.50 1400 | 2 0.02 96.52 1410 | 2 0.02 96.54 1430 | 1 0.01 96.55 1490 | 2 0.02 96.57 1520 | 1 0.01 96.58 1550 | 3 0.03 96.61 1560 | 2 0.02 96.63 1570 | 1 0.01 96.64 1580 | 2 0.02 96.66 1590 | 1 0.01 96.67 1600 | 1 0.01 96.68 1620 | 1 0.01 96.69 1640 | 1 0.01 96.70 1650 | 3 0.03 96.73 1720 | 3 0.03 96.76 1750 | 2 0.02 96.78 1810 | 2 0.02 96.80 1820 | 1 0.01 96.81 1860 | 1 0.01 96.82 1870 | 1 0.01 96.83 1990 | 1 0.01 96.84 2040 | 1 0.01 96.85 2070 | 1 0.01 96.86 2150 | 1 0.01 96.87 2160 | 2 0.02 96.89 2360 | 1 0.01 96.90 2380 | 1 0.01 96.91 2400 | 1 0.01 96.92 2520 | 1 0.01 96.93 2720 | 1 0.01 96.94 5250 | 1 0.01 96.95 5780 | 1 0.01 96.96 6100 | 1 0.01 96.97 6260 | 1 0.01 96.98 6420 | 1 0.01 96.99 6450 | 1 0.01 97.00 6560 | 1 0.01 97.01 6750 | 1 0.01 97.02 6830 | 1 0.01 97.03 7140 | 1 0.01 97.04 7430 | 1 0.01 97.05 7570 | 1 0.01 97.06 7670 | 1 0.01 97.07 7840 | 1 0.01 97.08 7900 | 1 0.01 97.09 8160 | 1 0.01 97.10 8230 | 1 0.01 97.11 8390 | 1 0.01 97.12 8750 | 1 0.01 97.13 8800 | 1 0.01 97.14 8820 | 1 0.01 97.15 9410 | 1 0.01 97.16 9530 | 1 0.01 97.17 9550 | 1 0.01 97.18 10070 | 1 0.01 97.19 10090 | 1 0.01 97.20 10100 | 1 0.01 97.21 10110 | 1 0.01 97.22 10290 | 1 0.01 97.23 10350 | 2 0.02 97.25 10480 | 1 0.01 97.26 10620 | 1 0.01 97.27 10840 | 1 0.01 97.28 11120 | 1 0.01 97.29 11200 | 1 0.01 97.30 11600 | 1 0.01 97.31 11980 | 1 0.01 97.32 12140 | 1 0.01 97.33 12480 | 1 0.01 97.34 12550 | 1 0.01 97.35 12600 | 1 0.01 97.36 12640 | 1 0.01 97.37 12650 | 1 0.01 97.38 12730 | 1 0.01 97.39 12870 | 1 0.01 97.40 12920 | 1 0.01 97.41 13850 | 2 0.02 97.43 13980 | 1 0.01 97.44 14040 | 1 0.01 97.45 14060 | 1 0.01 97.46 14390 | 1 0.01 97.47 14400 | 1 0.01 97.48 14560 | 1 0.01 97.49 14800 | 1 0.01 97.50 15190 | 1 0.01 97.51 15300 | 1 0.01 97.52 15650 | 1 0.01 97.53 15830 | 1 0.01 97.54 16050 | 1 0.01 97.55 16320 | 1 0.01 97.56 16400 | 1 0.01 97.57 16610 | 1 0.01 97.58 16710 | 1 0.01 97.59 16800 | 1 0.01 97.60 16850 | 1 0.01 97.61 16860 | 1 0.01 97.62 17240 | 1 0.01 97.63 17540 | 1 0.01 97.64 17700 | 2 0.02 97.66 17730 | 1 0.01 97.67 17790 | 1 0.01 97.68 17920 | 1 0.01 97.69 17930 | 1 0.01 97.70 18220 | 1 0.01 97.71 18240 | 1 0.01 97.72 18250 | 1 0.01 97.73 18290 | 2 0.02 97.75 18690 | 1 0.01 97.76 18950 | 1 0.01 97.77 19010 | 1 0.01 97.78 19070 | 1 0.01 97.79 19100 | 1 0.01 97.80 19220 | 1 0.01 97.81 19780 | 1 0.01 97.82 20290 | 1 0.01 97.83 20790 | 1 0.01 97.84 21190 | 1 0.01 97.85 21210 | 1 0.01 97.86 21680 | 1 0.01 97.87 22160 | 1 0.01 97.88 22470 | 1 0.01 97.89 22660 | 1 0.01 97.90 23100 | 1 0.01 97.91 23140 | 1 0.01 97.92 23370 | 1 0.01 97.93 24170 | 1 0.01 97.94 24450 | 1 0.01 97.95 24970 | 1 0.01 97.96 25130 | 1 0.01 97.97 25240 | 1 0.01 97.98 25680 | 1 0.01 97.99 25740 | 1 0.01 98.00 26070 | 1 0.01 98.01 26270 | 1 0.01 98.02 26480 | 1 0.01 98.03 26560 | 1 0.01 98.04 26910 | 1 0.01 98.05 27170 | 1 0.01 98.06 27210 | 1 0.01 98.07 27780 | 1 0.01 98.08 27830 | 1 0.01 98.09 28380 | 1 0.01 98.10 28750 | 1 0.01 98.11 28880 | 1 0.01 98.12 28900 | 1 0.01 98.13 29480 | 1 0.01 98.14 29700 | 1 0.01 98.15 29720 | 1 0.01 98.16 29870 | 1 0.01 98.17 29980 | 1 0.01 98.18 30640 | 1 0.01 98.19 31360 | 1 0.01 98.20 31610 | 1 0.01 98.21 31760 | 1 0.01 98.22 32020 | 2 0.02 98.24 32230 | 1 0.01 98.25 33840 | 1 0.01 98.26 34590 | 1 0.01 98.27 35510 | 1 0.01 98.28 35620 | 1 0.01 98.29 35640 | 1 0.01 98.30 36110 | 1 0.01 98.31 36550 | 1 0.01 98.32 36620 | 1 0.01 98.33 36740 | 1 0.01 98.34 36830 | 1 0.01 98.35 37140 | 1 0.01 98.36 37730 | 1 0.01 98.37 39310 | 1 0.01 98.38 40520 | 1 0.01 98.39 41070 | 1 0.01 98.40 41430 | 1 0.01 98.41 41570 | 1 0.01 98.42 41580 | 1 0.01 98.43 42620 | 1 0.01 98.44 42660 | 1 0.01 98.45 42890 | 1 0.01 98.46 43020 | 1 0.01 98.47 43360 | 1 0.01 98.48 44060 | 1 0.01 98.49 44260 | 1 0.01 98.50 44290 | 1 0.01 98.51 44590 | 1 0.01 98.52 45800 | 1 0.01 98.53 46080 | 1 0.01 98.54 48170 | 1 0.01 98.55 49690 | 1 0.01 98.56 49820 | 1 0.01 98.57 49930 | 1 0.01 98.58 50010 | 1 0.01 98.59 50700 | 1 0.01 98.60 51960 | 1 0.01 98.61 52490 | 1 0.01 98.62 54880 | 1 0.01 98.63 55070 | 1 0.01 98.64 55270 | 1 0.01 98.65 55650 | 1 0.01 98.66 56320 | 1 0.01 98.67 56440 | 1 0.01 98.68 56960 | 1 0.01 98.69 57840 | 1 0.01 98.70 57880 | 1 0.01 98.71 58000 | 1 0.01 98.72 58060 | 1 0.01 98.73 58220 | 1 0.01 98.74 59120 | 1 0.01 98.75 59400 | 1 0.01 98.76 59660 | 1 0.01 98.77 60850 | 1 0.01 98.78 63000 | 1 0.01 98.79 64120 | 1 0.01 98.80 64250 | 1 0.01 98.81 65360 | 1 0.01 98.82 66150 | 1 0.01 98.83 66190 | 1 0.01 98.84 66450 | 1 0.01 98.85 66580 | 1 0.01 98.86 66730 | 1 0.01 98.87 68680 | 1 0.01 98.88 69850 | 1 0.01 98.89 70280 | 1 0.01 98.90 70290 | 1 0.01 98.91 72910 | 1 0.01 98.92 73390 | 1 0.01 98.93 73900 | 1 0.01 98.94 73940 | 1 0.01 98.95 74010 | 1 0.01 98.96 74900 | 1 0.01 98.97 75180 | 1 0.01 98.98 75460 | 1 0.01 98.99 75540 | 1 0.01 99.00 75780 | 1 0.01 99.01 76800 | 1 0.01 99.02 80100 | 1 0.01 99.03 80260 | 1 0.01 99.04 80280 | 1 0.01 99.05 81280 | 1 0.01 99.06 81640 | 1 0.01 99.07 81720 | 1 0.01 99.08 82490 | 1 0.01 99.09 82510 | 1 0.01 99.10 82920 | 1 0.01 99.11 83290 | 1 0.01 99.12 83430 | 1 0.01 99.13 85350 | 1 0.01 99.14 85870 | 1 0.01 99.15 85900 | 1 0.01 99.16 86910 | 1 0.01 99.17 87070 | 1 0.01 99.18 87120 | 1 0.01 99.19 88470 | 1 0.01 99.20 88520 | 1 0.01 99.21 90490 | 1 0.01 99.22 90740 | 1 0.01 99.23 90880 | 1 0.01 99.24 92860 | 1 0.01 99.25 94220 | 1 0.01 99.26 95150 | 1 0.01 99.27 96560 | 1 0.01 99.28 96640 | 1 0.01 99.29 100320 | 1 0.01 99.30 100440 | 1 0.01 99.31 102560 | 1 0.01 99.32 102700 | 1 0.01 99.33 104220 | 1 0.01 99.34 104680 | 1 0.01 99.35 105320 | 1 0.01 99.36 105540 | 1 0.01 99.37 108710 | 1 0.01 99.38 109420 | 1 0.01 99.39 110100 | 1 0.01 99.40 112580 | 1 0.01 99.41 114770 | 1 0.01 99.42 115660 | 1 0.01 99.43 125960 | 1 0.01 99.44 128370 | 1 0.01 99.45 130650 | 1 0.01 99.46 132850 | 1 0.01 99.47 133820 | 1 0.01 99.48 133830 | 1 0.01 99.49 134450 | 1 0.01 99.50 136490 | 1 0.01 99.51 138650 | 1 0.01 99.52 141990 | 1 0.01 99.53 142720 | 1 0.01 99.54 143480 | 1 0.01 99.55 146030 | 1 0.01 99.56 146420 | 1 0.01 99.57 151960 | 1 0.01 99.58 152280 | 1 0.01 99.59 152980 | 1 0.01 99.60 153640 | 1 0.01 99.61 162250 | 1 0.01 99.62 164570 | 1 0.01 99.63 169900 | 1 0.01 99.64 170150 | 1 0.01 99.65 171380 | 1 0.01 99.66 175310 | 1 0.01 99.67 177160 | 1 0.01 99.68 182740 | 1 0.01 99.69 184930 | 1 0.01 99.70 187180 | 1 0.01 99.71 190370 | 1 0.01 99.72 191290 | 1 0.01 99.73 193060 | 1 0.01 99.74 198340 | 1 0.01 99.75 199060 | 1 0.01 99.76 201160 | 1 0.01 99.77 206450 | 1 0.01 99.78 207350 | 1 0.01 99.79 212760 | 1 0.01 99.80 216800 | 1 0.01 99.81 217480 | 1 0.01 99.82 217940 | 1 0.01 99.83 245250 | 1 0.01 99.84 248980 | 1 0.01 99.85 258050 | 1 0.01 99.86 266970 | 1 0.01 99.87 268630 | 1 0.01 99.88 292420 | 1 0.01 99.89 323160 | 1 0.01 99.90 340200 | 1 0.01 99.91 343590 | 1 0.01 99.92 344190 | 1 0.01 99.93 349310 | 1 0.01 99.94 350690 | 1 0.01 99.95 399250 | 1 0.01 99.96 419890 | 1 0.01 99.97 423110 | 1 0.01 99.98 710560 | 1 0.01 99.99 802090 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017