Frequencies for first 10,000 rows of n04470 variable in zipcode2013 dataset : Number of | returns | with | itemized | deductions | 1040:40 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,659 16.59 16.59 20 | 350 3.50 20.09 30 | 722 7.22 27.31 40 | 625 6.25 33.56 50 | 436 4.36 37.92 60 | 367 3.67 41.59 70 | 280 2.80 44.39 80 | 225 2.25 46.64 90 | 262 2.62 49.26 100 | 193 1.93 51.19 110 | 190 1.90 53.09 120 | 169 1.69 54.78 130 | 157 1.57 56.35 140 | 154 1.54 57.89 150 | 149 1.49 59.38 160 | 125 1.25 60.63 170 | 119 1.19 61.82 180 | 104 1.04 62.86 190 | 110 1.10 63.96 200 | 102 1.02 64.98 210 | 88 0.88 65.86 220 | 74 0.74 66.60 230 | 74 0.74 67.34 240 | 87 0.87 68.21 250 | 88 0.88 69.09 260 | 69 0.69 69.78 270 | 84 0.84 70.62 280 | 71 0.71 71.33 290 | 65 0.65 71.98 300 | 56 0.56 72.54 310 | 51 0.51 73.05 320 | 56 0.56 73.61 330 | 53 0.53 74.14 340 | 57 0.57 74.71 350 | 58 0.58 75.29 360 | 49 0.49 75.78 370 | 51 0.51 76.29 380 | 60 0.60 76.89 390 | 40 0.40 77.29 400 | 36 0.36 77.65 410 | 47 0.47 78.12 420 | 49 0.49 78.61 430 | 43 0.43 79.04 440 | 46 0.46 79.50 450 | 43 0.43 79.93 460 | 38 0.38 80.31 470 | 33 0.33 80.64 480 | 27 0.27 80.91 490 | 32 0.32 81.23 500 | 29 0.29 81.52 510 | 39 0.39 81.91 520 | 37 0.37 82.28 530 | 19 0.19 82.47 540 | 41 0.41 82.88 550 | 36 0.36 83.24 560 | 22 0.22 83.46 570 | 36 0.36 83.82 580 | 38 0.38 84.20 590 | 30 0.30 84.50 600 | 31 0.31 84.81 610 | 26 0.26 85.07 620 | 28 0.28 85.35 630 | 25 0.25 85.60 640 | 29 0.29 85.89 650 | 19 0.19 86.08 660 | 26 0.26 86.34 670 | 25 0.25 86.59 680 | 28 0.28 86.87 690 | 23 0.23 87.10 700 | 23 0.23 87.33 710 | 14 0.14 87.47 720 | 13 0.13 87.60 730 | 18 0.18 87.78 740 | 17 0.17 87.95 750 | 16 0.16 88.11 760 | 13 0.13 88.24 770 | 17 0.17 88.41 780 | 17 0.17 88.58 790 | 13 0.13 88.71 800 | 20 0.20 88.91 810 | 11 0.11 89.02 820 | 16 0.16 89.18 830 | 11 0.11 89.29 840 | 13 0.13 89.42 850 | 13 0.13 89.55 860 | 12 0.12 89.67 870 | 9 0.09 89.76 880 | 13 0.13 89.89 890 | 10 0.10 89.99 900 | 14 0.14 90.13 910 | 15 0.15 90.28 920 | 14 0.14 90.42 930 | 11 0.11 90.53 940 | 10 0.10 90.63 950 | 16 0.16 90.79 960 | 8 0.08 90.87 970 | 11 0.11 90.98 980 | 7 0.07 91.05 990 | 5 0.05 91.10 1000 | 9 0.09 91.19 1010 | 5 0.05 91.24 1020 | 8 0.08 91.32 1030 | 7 0.07 91.39 1040 | 12 0.12 91.51 1050 | 12 0.12 91.63 1060 | 12 0.12 91.75 1070 | 14 0.14 91.89 1080 | 11 0.11 92.00 1090 | 8 0.08 92.08 1100 | 4 0.04 92.12 1110 | 9 0.09 92.21 1120 | 8 0.08 92.29 1130 | 5 0.05 92.34 1140 | 7 0.07 92.41 1150 | 7 0.07 92.48 1160 | 5 0.05 92.53 1170 | 6 0.06 92.59 1180 | 9 0.09 92.68 1190 | 5 0.05 92.73 1200 | 7 0.07 92.80 1210 | 10 0.10 92.90 1220 | 7 0.07 92.97 1230 | 10 0.10 93.07 1240 | 6 0.06 93.13 1250 | 9 0.09 93.22 1260 | 5 0.05 93.27 1270 | 5 0.05 93.32 1280 | 9 0.09 93.41 1290 | 9 0.09 93.50 1300 | 2 0.02 93.52 1310 | 5 0.05 93.57 1320 | 1 0.01 93.58 1330 | 9 0.09 93.67 1340 | 7 0.07 93.74 1350 | 7 0.07 93.81 1360 | 4 0.04 93.85 1370 | 8 0.08 93.93 1380 | 1 0.01 93.94 1390 | 2 0.02 93.96 1400 | 8 0.08 94.04 1410 | 4 0.04 94.08 1420 | 1 0.01 94.09 1430 | 4 0.04 94.13 1440 | 4 0.04 94.17 1450 | 3 0.03 94.20 1460 | 2 0.02 94.22 1470 | 4 0.04 94.26 1480 | 4 0.04 94.30 1490 | 4 0.04 94.34 1500 | 3 0.03 94.37 1510 | 4 0.04 94.41 1520 | 3 0.03 94.44 1530 | 2 0.02 94.46 1540 | 4 0.04 94.50 1550 | 3 0.03 94.53 1560 | 5 0.05 94.58 1570 | 2 0.02 94.60 1580 | 5 0.05 94.65 1590 | 6 0.06 94.71 1600 | 3 0.03 94.74 1610 | 1 0.01 94.75 1620 | 4 0.04 94.79 1630 | 2 0.02 94.81 1640 | 2 0.02 94.83 1650 | 3 0.03 94.86 1660 | 3 0.03 94.89 1670 | 2 0.02 94.91 1680 | 2 0.02 94.93 1690 | 4 0.04 94.97 1700 | 2 0.02 94.99 1710 | 1 0.01 95.00 1720 | 4 0.04 95.04 1730 | 6 0.06 95.10 1750 | 1 0.01 95.11 1760 | 2 0.02 95.13 1770 | 4 0.04 95.17 1780 | 3 0.03 95.20 1790 | 1 0.01 95.21 1810 | 3 0.03 95.24 1820 | 1 0.01 95.25 1830 | 2 0.02 95.27 1840 | 3 0.03 95.30 1850 | 1 0.01 95.31 1860 | 1 0.01 95.32 1870 | 6 0.06 95.38 1880 | 1 0.01 95.39 1890 | 2 0.02 95.41 1900 | 4 0.04 95.45 1910 | 3 0.03 95.48 1930 | 1 0.01 95.49 1940 | 2 0.02 95.51 1970 | 1 0.01 95.52 1980 | 1 0.01 95.53 1990 | 1 0.01 95.54 2010 | 1 0.01 95.55 2020 | 3 0.03 95.58 2030 | 4 0.04 95.62 2040 | 4 0.04 95.66 2050 | 1 0.01 95.67 2060 | 1 0.01 95.68 2070 | 1 0.01 95.69 2080 | 1 0.01 95.70 2090 | 3 0.03 95.73 2110 | 2 0.02 95.75 2120 | 1 0.01 95.76 2150 | 3 0.03 95.79 2160 | 3 0.03 95.82 2200 | 2 0.02 95.84 2210 | 1 0.01 95.85 2220 | 1 0.01 95.86 2230 | 1 0.01 95.87 2240 | 3 0.03 95.90 2250 | 1 0.01 95.91 2260 | 1 0.01 95.92 2280 | 3 0.03 95.95 2290 | 3 0.03 95.98 2300 | 3 0.03 96.01 2310 | 1 0.01 96.02 2320 | 3 0.03 96.05 2340 | 1 0.01 96.06 2350 | 1 0.01 96.07 2390 | 1 0.01 96.08 2420 | 1 0.01 96.09 2430 | 1 0.01 96.10 2440 | 1 0.01 96.11 2450 | 2 0.02 96.13 2510 | 1 0.01 96.14 2520 | 1 0.01 96.15 2540 | 1 0.01 96.16 2550 | 3 0.03 96.19 2560 | 2 0.02 96.21 2590 | 2 0.02 96.23 2600 | 1 0.01 96.24 2650 | 2 0.02 96.26 2740 | 1 0.01 96.27 2750 | 1 0.01 96.28 2760 | 1 0.01 96.29 2780 | 2 0.02 96.31 2810 | 1 0.01 96.32 2820 | 1 0.01 96.33 2830 | 1 0.01 96.34 2850 | 1 0.01 96.35 2870 | 1 0.01 96.36 2880 | 1 0.01 96.37 2900 | 1 0.01 96.38 2920 | 1 0.01 96.39 2930 | 1 0.01 96.40 2970 | 1 0.01 96.41 2990 | 1 0.01 96.42 3020 | 1 0.01 96.43 3030 | 1 0.01 96.44 3110 | 2 0.02 96.46 3210 | 1 0.01 96.47 3240 | 1 0.01 96.48 3250 | 1 0.01 96.49 3270 | 1 0.01 96.50 3280 | 2 0.02 96.52 3290 | 1 0.01 96.53 3370 | 1 0.01 96.54 3410 | 1 0.01 96.55 3620 | 1 0.01 96.56 3650 | 1 0.01 96.57 3770 | 1 0.01 96.58 3820 | 1 0.01 96.59 4000 | 1 0.01 96.60 4250 | 1 0.01 96.61 4400 | 1 0.01 96.62 4570 | 1 0.01 96.63 4600 | 1 0.01 96.64 5940 | 1 0.01 96.65 6230 | 1 0.01 96.66 6760 | 1 0.01 96.67 7390 | 1 0.01 96.68 7450 | 1 0.01 96.69 8210 | 1 0.01 96.70 8460 | 1 0.01 96.71 9080 | 1 0.01 96.72 9220 | 1 0.01 96.73 9520 | 1 0.01 96.74 9660 | 1 0.01 96.75 9850 | 1 0.01 96.76 9950 | 1 0.01 96.77 10330 | 1 0.01 96.78 10510 | 1 0.01 96.79 10570 | 1 0.01 96.80 11150 | 1 0.01 96.81 11690 | 1 0.01 96.82 11810 | 1 0.01 96.83 12160 | 1 0.01 96.84 12940 | 1 0.01 96.85 13140 | 1 0.01 96.86 13200 | 1 0.01 96.87 13220 | 1 0.01 96.88 13990 | 1 0.01 96.89 14230 | 1 0.01 96.90 14260 | 1 0.01 96.91 14320 | 1 0.01 96.92 14350 | 1 0.01 96.93 14610 | 1 0.01 96.94 14850 | 1 0.01 96.95 15470 | 1 0.01 96.96 15800 | 1 0.01 96.97 16330 | 1 0.01 96.98 16930 | 1 0.01 96.99 17060 | 1 0.01 97.00 17120 | 1 0.01 97.01 17930 | 1 0.01 97.02 18060 | 1 0.01 97.03 18570 | 1 0.01 97.04 18640 | 1 0.01 97.05 18650 | 1 0.01 97.06 18800 | 1 0.01 97.07 19020 | 1 0.01 97.08 20130 | 1 0.01 97.09 20300 | 1 0.01 97.10 20400 | 1 0.01 97.11 20990 | 1 0.01 97.12 21160 | 1 0.01 97.13 22810 | 1 0.01 97.14 23020 | 1 0.01 97.15 23050 | 1 0.01 97.16 23630 | 1 0.01 97.17 24200 | 1 0.01 97.18 24610 | 1 0.01 97.19 24860 | 1 0.01 97.20 24880 | 1 0.01 97.21 24960 | 1 0.01 97.22 25750 | 1 0.01 97.23 26000 | 1 0.01 97.24 26030 | 1 0.01 97.25 26850 | 1 0.01 97.26 27760 | 1 0.01 97.27 28200 | 1 0.01 97.28 28220 | 1 0.01 97.29 28400 | 1 0.01 97.30 28510 | 1 0.01 97.31 29310 | 1 0.01 97.32 29670 | 1 0.01 97.33 30210 | 1 0.01 97.34 31940 | 1 0.01 97.35 32120 | 1 0.01 97.36 32270 | 1 0.01 97.37 32400 | 1 0.01 97.38 32680 | 1 0.01 97.39 32950 | 1 0.01 97.40 33890 | 1 0.01 97.41 34000 | 1 0.01 97.42 34260 | 1 0.01 97.43 34460 | 1 0.01 97.44 34570 | 1 0.01 97.45 35360 | 1 0.01 97.46 35700 | 1 0.01 97.47 35920 | 1 0.01 97.48 36590 | 1 0.01 97.49 36830 | 1 0.01 97.50 37590 | 1 0.01 97.51 37610 | 1 0.01 97.52 37760 | 1 0.01 97.53 38300 | 1 0.01 97.54 38740 | 1 0.01 97.55 39270 | 1 0.01 97.56 39370 | 1 0.01 97.57 39440 | 1 0.01 97.58 39470 | 1 0.01 97.59 40400 | 1 0.01 97.60 41140 | 1 0.01 97.61 41560 | 1 0.01 97.62 42760 | 1 0.01 97.63 44040 | 1 0.01 97.64 44170 | 1 0.01 97.65 44490 | 1 0.01 97.66 45110 | 1 0.01 97.67 45150 | 1 0.01 97.68 45430 | 1 0.01 97.69 47570 | 1 0.01 97.70 47670 | 1 0.01 97.71 49520 | 1 0.01 97.72 49870 | 1 0.01 97.73 49940 | 1 0.01 97.74 50570 | 1 0.01 97.75 50800 | 1 0.01 97.76 51100 | 1 0.01 97.77 51850 | 1 0.01 97.78 53520 | 1 0.01 97.79 53670 | 1 0.01 97.80 53970 | 1 0.01 97.81 54190 | 1 0.01 97.82 56140 | 1 0.01 97.83 57090 | 1 0.01 97.84 57570 | 1 0.01 97.85 57630 | 1 0.01 97.86 57770 | 1 0.01 97.87 59150 | 1 0.01 97.88 60480 | 1 0.01 97.89 60610 | 1 0.01 97.90 60920 | 1 0.01 97.91 61740 | 1 0.01 97.92 63030 | 1 0.01 97.93 63080 | 1 0.01 97.94 63350 | 1 0.01 97.95 66290 | 1 0.01 97.96 66390 | 1 0.01 97.97 67030 | 1 0.01 97.98 67070 | 1 0.01 97.99 67430 | 1 0.01 98.00 67680 | 1 0.01 98.01 67860 | 1 0.01 98.02 69690 | 1 0.01 98.03 70550 | 1 0.01 98.04 71240 | 1 0.01 98.05 71880 | 1 0.01 98.06 72710 | 1 0.01 98.07 72720 | 1 0.01 98.08 73170 | 1 0.01 98.09 74650 | 1 0.01 98.10 74910 | 1 0.01 98.11 75460 | 1 0.01 98.12 78160 | 1 0.01 98.13 79030 | 1 0.01 98.14 79300 | 1 0.01 98.15 79680 | 1 0.01 98.16 79760 | 1 0.01 98.17 82070 | 1 0.01 98.18 85620 | 1 0.01 98.19 86130 | 1 0.01 98.20 86180 | 1 0.01 98.21 86450 | 1 0.01 98.22 90130 | 1 0.01 98.23 91900 | 1 0.01 98.24 92610 | 1 0.01 98.25 93170 | 1 0.01 98.26 93900 | 1 0.01 98.27 94750 | 1 0.01 98.28 94840 | 1 0.01 98.29 98980 | 1 0.01 98.30 99910 | 1 0.01 98.31 100500 | 1 0.01 98.32 101710 | 1 0.01 98.33 103770 | 1 0.01 98.34 105460 | 1 0.01 98.35 106050 | 1 0.01 98.36 108670 | 1 0.01 98.37 109900 | 1 0.01 98.38 110930 | 1 0.01 98.39 114050 | 1 0.01 98.40 114290 | 1 0.01 98.41 114550 | 1 0.01 98.42 114890 | 1 0.01 98.43 115220 | 1 0.01 98.44 115520 | 1 0.01 98.45 115930 | 1 0.01 98.46 118780 | 1 0.01 98.47 120160 | 1 0.01 98.48 120250 | 1 0.01 98.49 120590 | 1 0.01 98.50 120870 | 1 0.01 98.51 122810 | 1 0.01 98.52 125370 | 1 0.01 98.53 125820 | 1 0.01 98.54 126110 | 1 0.01 98.55 126130 | 1 0.01 98.56 127510 | 1 0.01 98.57 127930 | 1 0.01 98.58 127990 | 1 0.01 98.59 128150 | 1 0.01 98.60 130540 | 1 0.01 98.61 130780 | 1 0.01 98.62 131330 | 1 0.01 98.63 132260 | 1 0.01 98.64 134780 | 1 0.01 98.65 136760 | 1 0.01 98.66 137010 | 1 0.01 98.67 137430 | 1 0.01 98.68 137440 | 1 0.01 98.69 141010 | 1 0.01 98.70 141460 | 1 0.01 98.71 141760 | 1 0.01 98.72 142180 | 1 0.01 98.73 144600 | 1 0.01 98.74 146040 | 1 0.01 98.75 150790 | 1 0.01 98.76 151630 | 1 0.01 98.77 152400 | 1 0.01 98.78 152810 | 1 0.01 98.79 153540 | 1 0.01 98.80 154470 | 1 0.01 98.81 155150 | 1 0.01 98.82 156000 | 1 0.01 98.83 160400 | 1 0.01 98.84 168930 | 1 0.01 98.85 174270 | 1 0.01 98.86 176130 | 1 0.01 98.87 176700 | 1 0.01 98.88 179550 | 1 0.01 98.89 184910 | 1 0.01 98.90 185050 | 1 0.01 98.91 189100 | 1 0.01 98.92 192650 | 1 0.01 98.93 195970 | 1 0.01 98.94 200570 | 1 0.01 98.95 203580 | 1 0.01 98.96 207620 | 1 0.01 98.97 207690 | 1 0.01 98.98 213280 | 1 0.01 98.99 214520 | 1 0.01 99.00 216230 | 1 0.01 99.01 217670 | 1 0.01 99.02 218650 | 1 0.01 99.03 219800 | 1 0.01 99.04 220100 | 1 0.01 99.05 220240 | 1 0.01 99.06 221620 | 1 0.01 99.07 223950 | 1 0.01 99.08 229940 | 1 0.01 99.09 236060 | 1 0.01 99.10 236450 | 1 0.01 99.11 242800 | 1 0.01 99.12 243870 | 1 0.01 99.13 244100 | 1 0.01 99.14 244610 | 1 0.01 99.15 247190 | 1 0.01 99.16 259510 | 1 0.01 99.17 259540 | 1 0.01 99.18 260720 | 1 0.01 99.19 262580 | 1 0.01 99.20 267890 | 1 0.01 99.21 269070 | 1 0.01 99.22 269510 | 1 0.01 99.23 270790 | 1 0.01 99.24 274810 | 1 0.01 99.25 279990 | 1 0.01 99.26 282170 | 1 0.01 99.27 289810 | 1 0.01 99.28 298930 | 1 0.01 99.29 303580 | 1 0.01 99.30 305040 | 1 0.01 99.31 307560 | 1 0.01 99.32 307850 | 1 0.01 99.33 321300 | 1 0.01 99.34 325650 | 1 0.01 99.35 333390 | 1 0.01 99.36 334920 | 1 0.01 99.37 364710 | 1 0.01 99.38 365250 | 1 0.01 99.39 368710 | 1 0.01 99.40 380320 | 1 0.01 99.41 381200 | 1 0.01 99.42 397740 | 1 0.01 99.43 407310 | 1 0.01 99.44 410700 | 1 0.01 99.45 412840 | 1 0.01 99.46 421080 | 1 0.01 99.47 433290 | 1 0.01 99.48 450480 | 1 0.01 99.49 476550 | 1 0.01 99.50 476930 | 1 0.01 99.51 478030 | 1 0.01 99.52 488100 | 1 0.01 99.53 496510 | 1 0.01 99.54 506070 | 1 0.01 99.55 545100 | 1 0.01 99.56 549490 | 1 0.01 99.57 579580 | 1 0.01 99.58 596230 | 1 0.01 99.59 620450 | 1 0.01 99.60 792080 | 1 0.01 99.61 851780 | 1 0.01 99.62 867290 | 1 0.01 99.63 926640 | 1 0.01 99.64 981110 | 1 0.01 99.65 996240 | 1 0.01 99.66 1803270 | 1 0.01 99.67 . | 33 0.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017