Frequencies for first 10,000 rows of n18500 variable in zipcode2015 dataset : Number of | returns | with real | estate | taxes | Schedule | A:6 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,865 18.65 18.65 20 | 391 3.91 22.56 30 | 723 7.23 29.79 40 | 660 6.60 36.39 50 | 474 4.74 41.13 60 | 325 3.25 44.38 70 | 287 2.87 47.25 80 | 276 2.76 50.01 90 | 250 2.50 52.51 100 | 195 1.95 54.46 110 | 189 1.89 56.35 120 | 182 1.82 58.17 130 | 178 1.78 59.95 140 | 135 1.35 61.30 150 | 129 1.29 62.59 160 | 130 1.30 63.89 170 | 128 1.28 65.17 180 | 101 1.01 66.18 190 | 92 0.92 67.10 200 | 99 0.99 68.09 210 | 91 0.91 69.00 220 | 84 0.84 69.84 230 | 73 0.73 70.57 240 | 86 0.86 71.43 250 | 74 0.74 72.17 260 | 70 0.70 72.87 270 | 62 0.62 73.49 280 | 62 0.62 74.11 290 | 66 0.66 74.77 300 | 72 0.72 75.49 310 | 55 0.55 76.04 320 | 62 0.62 76.66 330 | 64 0.64 77.30 340 | 39 0.39 77.69 350 | 46 0.46 78.15 360 | 58 0.58 78.73 370 | 55 0.55 79.28 380 | 40 0.40 79.68 390 | 47 0.47 80.15 400 | 40 0.40 80.55 410 | 34 0.34 80.89 420 | 39 0.39 81.28 430 | 38 0.38 81.66 440 | 34 0.34 82.00 450 | 36 0.36 82.36 460 | 37 0.37 82.73 470 | 34 0.34 83.07 480 | 34 0.34 83.41 490 | 31 0.31 83.72 500 | 30 0.30 84.02 510 | 22 0.22 84.24 520 | 32 0.32 84.56 530 | 26 0.26 84.82 540 | 29 0.29 85.11 550 | 28 0.28 85.39 560 | 22 0.22 85.61 570 | 17 0.17 85.78 580 | 30 0.30 86.08 590 | 30 0.30 86.38 600 | 32 0.32 86.70 610 | 32 0.32 87.02 620 | 21 0.21 87.23 630 | 25 0.25 87.48 640 | 22 0.22 87.70 650 | 21 0.21 87.91 660 | 12 0.12 88.03 670 | 14 0.14 88.17 680 | 20 0.20 88.37 690 | 20 0.20 88.57 700 | 15 0.15 88.72 710 | 26 0.26 88.98 720 | 18 0.18 89.16 730 | 18 0.18 89.34 740 | 16 0.16 89.50 750 | 18 0.18 89.68 760 | 13 0.13 89.81 770 | 9 0.09 89.90 780 | 13 0.13 90.03 790 | 14 0.14 90.17 800 | 13 0.13 90.30 810 | 14 0.14 90.44 820 | 14 0.14 90.58 830 | 10 0.10 90.68 840 | 16 0.16 90.84 850 | 5 0.05 90.89 860 | 9 0.09 90.98 870 | 13 0.13 91.11 880 | 9 0.09 91.20 890 | 11 0.11 91.31 900 | 8 0.08 91.39 910 | 9 0.09 91.48 920 | 6 0.06 91.54 930 | 14 0.14 91.68 940 | 4 0.04 91.72 950 | 5 0.05 91.77 960 | 6 0.06 91.83 970 | 7 0.07 91.90 980 | 8 0.08 91.98 990 | 14 0.14 92.12 1000 | 9 0.09 92.21 1010 | 5 0.05 92.26 1020 | 7 0.07 92.33 1030 | 7 0.07 92.40 1040 | 8 0.08 92.48 1050 | 7 0.07 92.55 1060 | 10 0.10 92.65 1070 | 8 0.08 92.73 1080 | 5 0.05 92.78 1090 | 5 0.05 92.83 1100 | 9 0.09 92.92 1110 | 5 0.05 92.97 1120 | 8 0.08 93.05 1130 | 10 0.10 93.15 1140 | 8 0.08 93.23 1150 | 2 0.02 93.25 1160 | 8 0.08 93.33 1170 | 6 0.06 93.39 1180 | 2 0.02 93.41 1190 | 8 0.08 93.49 1200 | 8 0.08 93.57 1210 | 9 0.09 93.66 1220 | 3 0.03 93.69 1230 | 4 0.04 93.73 1240 | 3 0.03 93.76 1250 | 6 0.06 93.82 1260 | 5 0.05 93.87 1270 | 11 0.11 93.98 1280 | 2 0.02 94.00 1290 | 6 0.06 94.06 1300 | 4 0.04 94.10 1310 | 6 0.06 94.16 1320 | 4 0.04 94.20 1330 | 2 0.02 94.22 1340 | 4 0.04 94.26 1350 | 6 0.06 94.32 1360 | 6 0.06 94.38 1370 | 2 0.02 94.40 1380 | 7 0.07 94.47 1390 | 7 0.07 94.54 1400 | 5 0.05 94.59 1410 | 3 0.03 94.62 1420 | 2 0.02 94.64 1430 | 4 0.04 94.68 1440 | 4 0.04 94.72 1450 | 3 0.03 94.75 1460 | 3 0.03 94.78 1470 | 2 0.02 94.80 1480 | 3 0.03 94.83 1490 | 5 0.05 94.88 1500 | 2 0.02 94.90 1510 | 7 0.07 94.97 1520 | 3 0.03 95.00 1530 | 2 0.02 95.02 1540 | 4 0.04 95.06 1550 | 2 0.02 95.08 1560 | 7 0.07 95.15 1570 | 1 0.01 95.16 1580 | 1 0.01 95.17 1590 | 1 0.01 95.18 1600 | 2 0.02 95.20 1610 | 1 0.01 95.21 1620 | 3 0.03 95.24 1630 | 3 0.03 95.27 1640 | 6 0.06 95.33 1650 | 2 0.02 95.35 1660 | 2 0.02 95.37 1670 | 1 0.01 95.38 1680 | 3 0.03 95.41 1690 | 2 0.02 95.43 1700 | 3 0.03 95.46 1710 | 3 0.03 95.49 1720 | 2 0.02 95.51 1730 | 1 0.01 95.52 1740 | 4 0.04 95.56 1760 | 1 0.01 95.57 1770 | 3 0.03 95.60 1780 | 4 0.04 95.64 1800 | 5 0.05 95.69 1810 | 1 0.01 95.70 1820 | 2 0.02 95.72 1850 | 1 0.01 95.73 1880 | 1 0.01 95.74 1890 | 4 0.04 95.78 1910 | 1 0.01 95.79 1930 | 2 0.02 95.81 1940 | 1 0.01 95.82 1950 | 1 0.01 95.83 1960 | 3 0.03 95.86 1970 | 2 0.02 95.88 1980 | 1 0.01 95.89 1990 | 1 0.01 95.90 2010 | 1 0.01 95.91 2020 | 2 0.02 95.93 2040 | 2 0.02 95.95 2050 | 1 0.01 95.96 2060 | 2 0.02 95.98 2080 | 5 0.05 96.03 2100 | 3 0.03 96.06 2120 | 2 0.02 96.08 2140 | 3 0.03 96.11 2150 | 1 0.01 96.12 2180 | 2 0.02 96.14 2210 | 2 0.02 96.16 2220 | 3 0.03 96.19 2230 | 2 0.02 96.21 2240 | 2 0.02 96.23 2250 | 2 0.02 96.25 2260 | 2 0.02 96.27 2270 | 3 0.03 96.30 2290 | 2 0.02 96.32 2300 | 1 0.01 96.33 2320 | 2 0.02 96.35 2340 | 2 0.02 96.37 2350 | 3 0.03 96.40 2360 | 1 0.01 96.41 2400 | 2 0.02 96.43 2420 | 1 0.01 96.44 2430 | 3 0.03 96.47 2440 | 2 0.02 96.49 2470 | 1 0.01 96.50 2480 | 1 0.01 96.51 2490 | 1 0.01 96.52 2500 | 1 0.01 96.53 2580 | 2 0.02 96.55 2590 | 1 0.01 96.56 2650 | 1 0.01 96.57 2670 | 1 0.01 96.58 2680 | 1 0.01 96.59 2690 | 2 0.02 96.61 2700 | 1 0.01 96.62 2750 | 1 0.01 96.63 2760 | 1 0.01 96.64 2770 | 1 0.01 96.65 2800 | 1 0.01 96.66 2810 | 1 0.01 96.67 2850 | 2 0.02 96.69 2870 | 1 0.01 96.70 2950 | 1 0.01 96.71 2990 | 3 0.03 96.74 3010 | 2 0.02 96.76 3020 | 1 0.01 96.77 3030 | 2 0.02 96.79 3060 | 1 0.01 96.80 3140 | 1 0.01 96.81 3160 | 2 0.02 96.83 3170 | 2 0.02 96.85 3190 | 1 0.01 96.86 3200 | 1 0.01 96.87 3250 | 1 0.01 96.88 3280 | 2 0.02 96.90 3360 | 1 0.01 96.91 3490 | 1 0.01 96.92 3590 | 1 0.01 96.93 3630 | 1 0.01 96.94 3660 | 1 0.01 96.95 3720 | 1 0.01 96.96 3770 | 1 0.01 96.97 3900 | 1 0.01 96.98 3980 | 1 0.01 96.99 4310 | 1 0.01 97.00 4960 | 1 0.01 97.01 5730 | 1 0.01 97.02 5840 | 1 0.01 97.03 6300 | 1 0.01 97.04 6530 | 1 0.01 97.05 6540 | 1 0.01 97.06 7540 | 1 0.01 97.07 7920 | 1 0.01 97.08 7950 | 1 0.01 97.09 8190 | 1 0.01 97.10 8470 | 1 0.01 97.11 8530 | 1 0.01 97.12 8730 | 1 0.01 97.13 8830 | 1 0.01 97.14 8990 | 1 0.01 97.15 9030 | 1 0.01 97.16 9090 | 1 0.01 97.17 9220 | 1 0.01 97.18 9360 | 1 0.01 97.19 9710 | 1 0.01 97.20 9800 | 1 0.01 97.21 10820 | 1 0.01 97.22 10990 | 1 0.01 97.23 11380 | 1 0.01 97.24 11450 | 1 0.01 97.25 11490 | 1 0.01 97.26 11540 | 1 0.01 97.27 11590 | 1 0.01 97.28 11980 | 1 0.01 97.29 12040 | 1 0.01 97.30 12080 | 1 0.01 97.31 12130 | 1 0.01 97.32 12300 | 1 0.01 97.33 12390 | 1 0.01 97.34 12550 | 1 0.01 97.35 12570 | 1 0.01 97.36 13260 | 1 0.01 97.37 14300 | 1 0.01 97.38 15560 | 1 0.01 97.39 15650 | 1 0.01 97.40 15740 | 1 0.01 97.41 16560 | 1 0.01 97.42 16610 | 1 0.01 97.43 16640 | 1 0.01 97.44 16800 | 1 0.01 97.45 17610 | 1 0.01 97.46 17620 | 1 0.01 97.47 17970 | 1 0.01 97.48 18220 | 1 0.01 97.49 18460 | 1 0.01 97.50 18590 | 1 0.01 97.51 19190 | 1 0.01 97.52 19200 | 1 0.01 97.53 19410 | 1 0.01 97.54 19800 | 1 0.01 97.55 19890 | 1 0.01 97.56 19930 | 1 0.01 97.57 19960 | 1 0.01 97.58 20580 | 1 0.01 97.59 21320 | 1 0.01 97.60 21590 | 1 0.01 97.61 21650 | 1 0.01 97.62 22560 | 1 0.01 97.63 22920 | 1 0.01 97.64 23020 | 1 0.01 97.65 23490 | 1 0.01 97.66 24020 | 1 0.01 97.67 24690 | 1 0.01 97.68 25010 | 1 0.01 97.69 25590 | 1 0.01 97.70 25950 | 1 0.01 97.71 26780 | 1 0.01 97.72 26930 | 1 0.01 97.73 27220 | 1 0.01 97.74 27370 | 1 0.01 97.75 27830 | 1 0.01 97.76 28160 | 1 0.01 97.77 28530 | 1 0.01 97.78 28560 | 1 0.01 97.79 28730 | 1 0.01 97.80 28980 | 1 0.01 97.81 29080 | 1 0.01 97.82 29100 | 1 0.01 97.83 29420 | 1 0.01 97.84 29520 | 1 0.01 97.85 31440 | 1 0.01 97.86 31600 | 1 0.01 97.87 31870 | 1 0.01 97.88 32060 | 1 0.01 97.89 32780 | 2 0.02 97.91 32950 | 1 0.01 97.92 33280 | 1 0.01 97.93 33520 | 1 0.01 97.94 33660 | 1 0.01 97.95 35570 | 1 0.01 97.96 35780 | 1 0.01 97.97 36340 | 1 0.01 97.98 36350 | 1 0.01 97.99 36680 | 1 0.01 98.00 37140 | 1 0.01 98.01 37270 | 1 0.01 98.02 37300 | 1 0.01 98.03 37350 | 1 0.01 98.04 37830 | 1 0.01 98.05 38480 | 1 0.01 98.06 38830 | 1 0.01 98.07 39510 | 1 0.01 98.08 40030 | 1 0.01 98.09 41160 | 1 0.01 98.10 42170 | 1 0.01 98.11 42500 | 1 0.01 98.12 42660 | 1 0.01 98.13 43190 | 1 0.01 98.14 43530 | 1 0.01 98.15 43890 | 1 0.01 98.16 43970 | 1 0.01 98.17 44050 | 1 0.01 98.18 45130 | 1 0.01 98.19 46240 | 1 0.01 98.20 46490 | 1 0.01 98.21 46990 | 1 0.01 98.22 48120 | 1 0.01 98.23 48180 | 1 0.01 98.24 48870 | 1 0.01 98.25 48930 | 1 0.01 98.26 49690 | 1 0.01 98.27 50260 | 1 0.01 98.28 50700 | 1 0.01 98.29 52940 | 1 0.01 98.30 53050 | 1 0.01 98.31 53450 | 1 0.01 98.32 53730 | 1 0.01 98.33 54020 | 1 0.01 98.34 54040 | 1 0.01 98.35 54730 | 1 0.01 98.36 55140 | 1 0.01 98.37 55230 | 1 0.01 98.38 55680 | 1 0.01 98.39 56550 | 1 0.01 98.40 56960 | 1 0.01 98.41 58610 | 1 0.01 98.42 58940 | 1 0.01 98.43 61080 | 1 0.01 98.44 64400 | 1 0.01 98.45 64830 | 1 0.01 98.46 66130 | 1 0.01 98.47 67030 | 1 0.01 98.48 67170 | 1 0.01 98.49 69280 | 1 0.01 98.50 69330 | 1 0.01 98.51 69690 | 1 0.01 98.52 70300 | 1 0.01 98.53 70480 | 1 0.01 98.54 72310 | 1 0.01 98.55 73220 | 1 0.01 98.56 75050 | 1 0.01 98.57 75280 | 1 0.01 98.58 75320 | 1 0.01 98.59 77720 | 1 0.01 98.60 78170 | 1 0.01 98.61 78280 | 1 0.01 98.62 78300 | 1 0.01 98.63 79720 | 1 0.01 98.64 79950 | 1 0.01 98.65 80220 | 1 0.01 98.66 80900 | 1 0.01 98.67 80970 | 1 0.01 98.68 81160 | 1 0.01 98.69 81630 | 1 0.01 98.70 81830 | 1 0.01 98.71 82670 | 1 0.01 98.72 83340 | 1 0.01 98.73 83820 | 1 0.01 98.74 88560 | 1 0.01 98.75 88810 | 1 0.01 98.76 89070 | 1 0.01 98.77 91650 | 1 0.01 98.78 91950 | 1 0.01 98.79 95690 | 1 0.01 98.80 99240 | 1 0.01 98.81 102180 | 1 0.01 98.82 102460 | 1 0.01 98.83 103000 | 1 0.01 98.84 103990 | 1 0.01 98.85 107850 | 1 0.01 98.86 108050 | 1 0.01 98.87 108870 | 1 0.01 98.88 108940 | 1 0.01 98.89 108980 | 1 0.01 98.90 109010 | 1 0.01 98.91 110060 | 1 0.01 98.92 110480 | 1 0.01 98.93 111080 | 1 0.01 98.94 111130 | 1 0.01 98.95 111450 | 1 0.01 98.96 111460 | 1 0.01 98.97 114640 | 1 0.01 98.98 115160 | 1 0.01 98.99 115720 | 1 0.01 99.00 117770 | 1 0.01 99.01 119410 | 1 0.01 99.02 119460 | 1 0.01 99.03 119630 | 1 0.01 99.04 121990 | 1 0.01 99.05 123090 | 1 0.01 99.06 126390 | 1 0.01 99.07 127390 | 1 0.01 99.08 127540 | 1 0.01 99.09 134880 | 1 0.01 99.10 138590 | 1 0.01 99.11 139240 | 1 0.01 99.12 139380 | 1 0.01 99.13 143110 | 1 0.01 99.14 143180 | 1 0.01 99.15 144550 | 1 0.01 99.16 145660 | 1 0.01 99.17 145790 | 1 0.01 99.18 146090 | 1 0.01 99.19 146830 | 1 0.01 99.20 147830 | 1 0.01 99.21 149190 | 1 0.01 99.22 152320 | 1 0.01 99.23 152900 | 1 0.01 99.24 153000 | 1 0.01 99.25 156290 | 1 0.01 99.26 158680 | 1 0.01 99.27 160260 | 1 0.01 99.28 162350 | 1 0.01 99.29 163910 | 1 0.01 99.30 167150 | 1 0.01 99.31 169090 | 1 0.01 99.32 173230 | 1 0.01 99.33 176240 | 1 0.01 99.34 176320 | 1 0.01 99.35 180170 | 1 0.01 99.36 183820 | 1 0.01 99.37 184180 | 1 0.01 99.38 187690 | 1 0.01 99.39 190230 | 1 0.01 99.40 190890 | 1 0.01 99.41 193390 | 1 0.01 99.42 195630 | 1 0.01 99.43 195990 | 1 0.01 99.44 197090 | 1 0.01 99.45 200400 | 1 0.01 99.46 206850 | 1 0.01 99.47 214510 | 1 0.01 99.48 218420 | 1 0.01 99.49 218660 | 1 0.01 99.50 219750 | 1 0.01 99.51 221340 | 1 0.01 99.52 223050 | 1 0.01 99.53 226010 | 1 0.01 99.54 226020 | 1 0.01 99.55 226460 | 1 0.01 99.56 227460 | 1 0.01 99.57 231270 | 1 0.01 99.58 253150 | 1 0.01 99.59 258600 | 1 0.01 99.60 261260 | 1 0.01 99.61 264610 | 1 0.01 99.62 266460 | 1 0.01 99.63 267700 | 1 0.01 99.64 269590 | 1 0.01 99.65 272930 | 1 0.01 99.66 277410 | 1 0.01 99.67 277980 | 1 0.01 99.68 278190 | 1 0.01 99.69 281960 | 1 0.01 99.70 284070 | 1 0.01 99.71 288070 | 1 0.01 99.72 294520 | 1 0.01 99.73 310770 | 1 0.01 99.74 315640 | 1 0.01 99.75 330310 | 1 0.01 99.76 340400 | 1 0.01 99.77 362450 | 1 0.01 99.78 367100 | 1 0.01 99.79 367980 | 1 0.01 99.80 371950 | 1 0.01 99.81 371980 | 1 0.01 99.82 392470 | 1 0.01 99.83 396470 | 1 0.01 99.84 406110 | 1 0.01 99.85 417420 | 1 0.01 99.86 421140 | 1 0.01 99.87 424130 | 1 0.01 99.88 466340 | 1 0.01 99.89 506520 | 1 0.01 99.90 549400 | 1 0.01 99.91 551820 | 1 0.01 99.92 553190 | 1 0.01 99.93 590150 | 1 0.01 99.94 715750 | 1 0.01 99.95 726980 | 1 0.01 99.96 784930 | 1 0.01 99.97 838940 | 1 0.01 99.98 920920 | 1 0.01 99.99 1619780 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017