Frequencies for first 10,000 rows of n18500 variable in zipcode2012 dataset : Number of | returns | with real | estate | taxes | Schedule | A:6 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,750 17.50 17.50 20 | 356 3.56 21.06 30 | 728 7.28 28.34 40 | 618 6.18 34.52 50 | 463 4.63 39.15 60 | 350 3.50 42.65 70 | 290 2.90 45.55 80 | 241 2.41 47.96 90 | 251 2.51 50.47 100 | 205 2.05 52.52 110 | 202 2.02 54.54 120 | 167 1.67 56.21 130 | 170 1.70 57.91 140 | 158 1.58 59.49 150 | 131 1.31 60.80 160 | 144 1.44 62.24 170 | 121 1.21 63.45 180 | 98 0.98 64.43 190 | 115 1.15 65.58 200 | 94 0.94 66.52 210 | 85 0.85 67.37 220 | 87 0.87 68.24 230 | 94 0.94 69.18 240 | 82 0.82 70.00 250 | 71 0.71 70.71 260 | 75 0.75 71.46 270 | 75 0.75 72.21 280 | 71 0.71 72.92 290 | 56 0.56 73.48 300 | 61 0.61 74.09 310 | 56 0.56 74.65 320 | 57 0.57 75.22 330 | 56 0.56 75.78 340 | 49 0.49 76.27 350 | 57 0.57 76.84 360 | 52 0.52 77.36 370 | 64 0.64 78.00 380 | 41 0.41 78.41 390 | 50 0.50 78.91 400 | 33 0.33 79.24 410 | 38 0.38 79.62 420 | 46 0.46 80.08 430 | 47 0.47 80.55 440 | 36 0.36 80.91 450 | 30 0.30 81.21 460 | 34 0.34 81.55 470 | 53 0.53 82.08 480 | 29 0.29 82.37 490 | 41 0.41 82.78 500 | 33 0.33 83.11 510 | 41 0.41 83.52 520 | 20 0.20 83.72 530 | 24 0.24 83.96 540 | 39 0.39 84.35 550 | 36 0.36 84.71 560 | 29 0.29 85.00 570 | 39 0.39 85.39 580 | 26 0.26 85.65 590 | 40 0.40 86.05 600 | 23 0.23 86.28 610 | 14 0.14 86.42 620 | 32 0.32 86.74 630 | 23 0.23 86.97 640 | 20 0.20 87.17 650 | 29 0.29 87.46 660 | 23 0.23 87.69 670 | 17 0.17 87.86 680 | 21 0.21 88.07 690 | 16 0.16 88.23 700 | 21 0.21 88.44 710 | 23 0.23 88.67 720 | 17 0.17 88.84 730 | 14 0.14 88.98 740 | 14 0.14 89.12 750 | 14 0.14 89.26 760 | 14 0.14 89.40 770 | 11 0.11 89.51 780 | 13 0.13 89.64 790 | 12 0.12 89.76 800 | 18 0.18 89.94 810 | 19 0.19 90.13 820 | 9 0.09 90.22 830 | 17 0.17 90.39 840 | 14 0.14 90.53 850 | 17 0.17 90.70 860 | 11 0.11 90.81 870 | 11 0.11 90.92 880 | 9 0.09 91.01 890 | 14 0.14 91.15 900 | 15 0.15 91.30 910 | 14 0.14 91.44 920 | 10 0.10 91.54 930 | 10 0.10 91.64 940 | 12 0.12 91.76 950 | 11 0.11 91.87 960 | 7 0.07 91.94 970 | 5 0.05 91.99 980 | 9 0.09 92.08 990 | 15 0.15 92.23 1000 | 8 0.08 92.31 1010 | 6 0.06 92.37 1020 | 6 0.06 92.43 1030 | 7 0.07 92.50 1040 | 8 0.08 92.58 1050 | 5 0.05 92.63 1060 | 5 0.05 92.68 1070 | 13 0.13 92.81 1080 | 8 0.08 92.89 1090 | 8 0.08 92.97 1100 | 8 0.08 93.05 1110 | 7 0.07 93.12 1120 | 6 0.06 93.18 1130 | 11 0.11 93.29 1140 | 11 0.11 93.40 1150 | 10 0.10 93.50 1160 | 7 0.07 93.57 1170 | 3 0.03 93.60 1180 | 6 0.06 93.66 1190 | 4 0.04 93.70 1200 | 5 0.05 93.75 1210 | 8 0.08 93.83 1220 | 2 0.02 93.85 1230 | 4 0.04 93.89 1240 | 5 0.05 93.94 1250 | 6 0.06 94.00 1260 | 5 0.05 94.05 1270 | 3 0.03 94.08 1280 | 6 0.06 94.14 1290 | 8 0.08 94.22 1300 | 6 0.06 94.28 1310 | 2 0.02 94.30 1320 | 9 0.09 94.39 1330 | 7 0.07 94.46 1340 | 1 0.01 94.47 1350 | 5 0.05 94.52 1360 | 2 0.02 94.54 1370 | 6 0.06 94.60 1380 | 5 0.05 94.65 1390 | 8 0.08 94.73 1400 | 3 0.03 94.76 1420 | 3 0.03 94.79 1430 | 3 0.03 94.82 1440 | 4 0.04 94.86 1450 | 2 0.02 94.88 1460 | 2 0.02 94.90 1470 | 3 0.03 94.93 1480 | 5 0.05 94.98 1490 | 5 0.05 95.03 1500 | 4 0.04 95.07 1510 | 1 0.01 95.08 1520 | 4 0.04 95.12 1530 | 3 0.03 95.15 1540 | 3 0.03 95.18 1550 | 1 0.01 95.19 1560 | 5 0.05 95.24 1570 | 3 0.03 95.27 1580 | 3 0.03 95.30 1590 | 2 0.02 95.32 1600 | 2 0.02 95.34 1610 | 2 0.02 95.36 1620 | 5 0.05 95.41 1630 | 4 0.04 95.45 1640 | 4 0.04 95.49 1650 | 3 0.03 95.52 1660 | 3 0.03 95.55 1670 | 2 0.02 95.57 1680 | 1 0.01 95.58 1700 | 2 0.02 95.60 1710 | 3 0.03 95.63 1720 | 3 0.03 95.66 1730 | 4 0.04 95.70 1740 | 4 0.04 95.74 1750 | 1 0.01 95.75 1760 | 3 0.03 95.78 1770 | 3 0.03 95.81 1780 | 1 0.01 95.82 1790 | 1 0.01 95.83 1810 | 3 0.03 95.86 1820 | 2 0.02 95.88 1830 | 1 0.01 95.89 1840 | 4 0.04 95.93 1850 | 1 0.01 95.94 1870 | 2 0.02 95.96 1880 | 2 0.02 95.98 1890 | 2 0.02 96.00 1900 | 3 0.03 96.03 1910 | 3 0.03 96.06 1920 | 2 0.02 96.08 1930 | 1 0.01 96.09 1960 | 1 0.01 96.10 1980 | 2 0.02 96.12 2000 | 1 0.01 96.13 2010 | 1 0.01 96.14 2020 | 1 0.01 96.15 2040 | 3 0.03 96.18 2050 | 3 0.03 96.21 2060 | 1 0.01 96.22 2080 | 2 0.02 96.24 2090 | 1 0.01 96.25 2100 | 1 0.01 96.26 2110 | 1 0.01 96.27 2130 | 2 0.02 96.29 2140 | 1 0.01 96.30 2150 | 2 0.02 96.32 2160 | 1 0.01 96.33 2170 | 3 0.03 96.36 2180 | 1 0.01 96.37 2190 | 1 0.01 96.38 2200 | 3 0.03 96.41 2230 | 1 0.01 96.42 2240 | 1 0.01 96.43 2260 | 1 0.01 96.44 2290 | 1 0.01 96.45 2320 | 1 0.01 96.46 2330 | 2 0.02 96.48 2350 | 1 0.01 96.49 2360 | 2 0.02 96.51 2370 | 1 0.01 96.52 2390 | 1 0.01 96.53 2410 | 1 0.01 96.54 2420 | 1 0.01 96.55 2450 | 1 0.01 96.56 2460 | 1 0.01 96.57 2470 | 1 0.01 96.58 2480 | 1 0.01 96.59 2500 | 1 0.01 96.60 2510 | 1 0.01 96.61 2530 | 1 0.01 96.62 2550 | 1 0.01 96.63 2590 | 1 0.01 96.64 2610 | 1 0.01 96.65 2620 | 1 0.01 96.66 2650 | 1 0.01 96.67 2690 | 2 0.02 96.69 2720 | 3 0.03 96.72 2740 | 1 0.01 96.73 2780 | 1 0.01 96.74 2810 | 1 0.01 96.75 2820 | 1 0.01 96.76 2860 | 1 0.01 96.77 2890 | 1 0.01 96.78 2970 | 1 0.01 96.79 2980 | 2 0.02 96.81 2990 | 1 0.01 96.82 3070 | 1 0.01 96.83 3090 | 2 0.02 96.85 3120 | 2 0.02 96.87 3130 | 2 0.02 96.89 3200 | 1 0.01 96.90 3220 | 1 0.01 96.91 3330 | 1 0.01 96.92 3410 | 1 0.01 96.93 3580 | 1 0.01 96.94 3610 | 1 0.01 96.95 3760 | 1 0.01 96.96 3890 | 1 0.01 96.97 4250 | 1 0.01 96.98 4470 | 1 0.01 96.99 5790 | 1 0.01 97.00 5920 | 1 0.01 97.01 6100 | 1 0.01 97.02 6740 | 1 0.01 97.03 7310 | 1 0.01 97.04 7540 | 1 0.01 97.05 7620 | 1 0.01 97.06 8200 | 1 0.01 97.07 8590 | 1 0.01 97.08 8980 | 1 0.01 97.09 9050 | 1 0.01 97.10 9320 | 1 0.01 97.11 9350 | 1 0.01 97.12 9520 | 1 0.01 97.13 9580 | 1 0.01 97.14 10150 | 1 0.01 97.15 10920 | 1 0.01 97.16 11190 | 1 0.01 97.17 11300 | 1 0.01 97.18 11310 | 1 0.01 97.19 11690 | 1 0.01 97.20 11830 | 1 0.01 97.21 11850 | 1 0.01 97.22 11930 | 1 0.01 97.23 12230 | 1 0.01 97.24 12490 | 1 0.01 97.25 12590 | 1 0.01 97.26 12640 | 1 0.01 97.27 12680 | 1 0.01 97.28 13400 | 1 0.01 97.29 13580 | 1 0.01 97.30 14060 | 1 0.01 97.31 14090 | 1 0.01 97.32 14360 | 1 0.01 97.33 14700 | 1 0.01 97.34 14880 | 1 0.01 97.35 15240 | 1 0.01 97.36 15610 | 1 0.01 97.37 15720 | 1 0.01 97.38 16290 | 1 0.01 97.39 16570 | 1 0.01 97.40 16800 | 1 0.01 97.41 16850 | 1 0.01 97.42 16970 | 1 0.01 97.43 17290 | 1 0.01 97.44 17320 | 1 0.01 97.45 17540 | 1 0.01 97.46 17780 | 1 0.01 97.47 18460 | 1 0.01 97.48 18830 | 1 0.01 97.49 19550 | 1 0.01 97.50 20320 | 1 0.01 97.51 20710 | 1 0.01 97.52 21600 | 1 0.01 97.53 22360 | 1 0.01 97.54 22370 | 1 0.01 97.55 22640 | 1 0.01 97.56 22700 | 1 0.01 97.57 22750 | 1 0.01 97.58 23230 | 1 0.01 97.59 23710 | 2 0.02 97.61 23770 | 1 0.01 97.62 24360 | 1 0.01 97.63 24670 | 1 0.01 97.64 24910 | 1 0.01 97.65 25590 | 1 0.01 97.66 26120 | 1 0.01 97.67 26310 | 1 0.01 97.68 26660 | 1 0.01 97.69 26730 | 1 0.01 97.70 27490 | 1 0.01 97.71 28730 | 1 0.01 97.72 28780 | 1 0.01 97.73 28990 | 1 0.01 97.74 29380 | 1 0.01 97.75 30010 | 1 0.01 97.76 31100 | 1 0.01 97.77 31220 | 1 0.01 97.78 31690 | 1 0.01 97.79 31910 | 1 0.01 97.80 32440 | 1 0.01 97.81 32870 | 1 0.01 97.82 33010 | 1 0.01 97.83 33360 | 1 0.01 97.84 33520 | 1 0.01 97.85 34300 | 1 0.01 97.86 34690 | 1 0.01 97.87 35720 | 1 0.01 97.88 35810 | 1 0.01 97.89 35860 | 1 0.01 97.90 36070 | 1 0.01 97.91 37410 | 1 0.01 97.92 37420 | 1 0.01 97.93 37960 | 1 0.01 97.94 38670 | 1 0.01 97.95 39640 | 1 0.01 97.96 39880 | 1 0.01 97.97 40870 | 1 0.01 97.98 40970 | 1 0.01 97.99 41080 | 1 0.01 98.00 41190 | 1 0.01 98.01 41240 | 1 0.01 98.02 41410 | 1 0.01 98.03 41580 | 1 0.01 98.04 43510 | 1 0.01 98.05 43870 | 1 0.01 98.06 43980 | 1 0.01 98.07 44330 | 1 0.01 98.08 44920 | 1 0.01 98.09 45200 | 1 0.01 98.10 46130 | 1 0.01 98.11 46750 | 1 0.01 98.12 47020 | 1 0.01 98.13 47050 | 1 0.01 98.14 47180 | 1 0.01 98.15 47190 | 1 0.01 98.16 47680 | 1 0.01 98.17 48560 | 1 0.01 98.18 49870 | 1 0.01 98.19 50090 | 1 0.01 98.20 50280 | 1 0.01 98.21 50480 | 1 0.01 98.22 51840 | 1 0.01 98.23 51900 | 1 0.01 98.24 53330 | 1 0.01 98.25 53350 | 1 0.01 98.26 53610 | 1 0.01 98.27 55890 | 1 0.01 98.28 56090 | 1 0.01 98.29 56260 | 1 0.01 98.30 56460 | 1 0.01 98.31 59680 | 1 0.01 98.32 60290 | 1 0.01 98.33 60420 | 1 0.01 98.34 61580 | 1 0.01 98.35 62140 | 1 0.01 98.36 62440 | 1 0.01 98.37 62730 | 1 0.01 98.38 62920 | 1 0.01 98.39 63500 | 1 0.01 98.40 64670 | 1 0.01 98.41 64880 | 1 0.01 98.42 64930 | 1 0.01 98.43 65160 | 1 0.01 98.44 66520 | 1 0.01 98.45 66750 | 1 0.01 98.46 66760 | 1 0.01 98.47 68840 | 1 0.01 98.48 69380 | 1 0.01 98.49 70150 | 1 0.01 98.50 70420 | 1 0.01 98.51 71470 | 1 0.01 98.52 71920 | 1 0.01 98.53 72800 | 1 0.01 98.54 75150 | 1 0.01 98.55 77450 | 1 0.01 98.56 80600 | 1 0.01 98.57 82910 | 1 0.01 98.58 84460 | 1 0.01 98.59 85980 | 1 0.01 98.60 87510 | 1 0.01 98.61 87590 | 1 0.01 98.62 91140 | 1 0.01 98.63 91640 | 1 0.01 98.64 92510 | 1 0.01 98.65 92990 | 1 0.01 98.66 94000 | 1 0.01 98.67 94230 | 1 0.01 98.68 94740 | 1 0.01 98.69 96420 | 1 0.01 98.70 97870 | 1 0.01 98.71 98310 | 1 0.01 98.72 100850 | 1 0.01 98.73 101010 | 1 0.01 98.74 101050 | 1 0.01 98.75 101500 | 1 0.01 98.76 101900 | 1 0.01 98.77 102660 | 1 0.01 98.78 103580 | 1 0.01 98.79 108960 | 1 0.01 98.80 109300 | 1 0.01 98.81 110330 | 1 0.01 98.82 110530 | 1 0.01 98.83 110650 | 1 0.01 98.84 111500 | 1 0.01 98.85 111520 | 1 0.01 98.86 111990 | 1 0.01 98.87 112400 | 1 0.01 98.88 112710 | 1 0.01 98.89 114080 | 1 0.01 98.90 117240 | 1 0.01 98.91 118020 | 1 0.01 98.92 118950 | 1 0.01 98.93 119410 | 1 0.01 98.94 121220 | 1 0.01 98.95 122800 | 1 0.01 98.96 122940 | 1 0.01 98.97 125370 | 1 0.01 98.98 125960 | 1 0.01 98.99 126850 | 1 0.01 99.00 128490 | 1 0.01 99.01 129840 | 1 0.01 99.02 130740 | 1 0.01 99.03 133470 | 1 0.01 99.04 133990 | 1 0.01 99.05 134920 | 1 0.01 99.06 136190 | 1 0.01 99.07 137270 | 1 0.01 99.08 137380 | 1 0.01 99.09 137540 | 1 0.01 99.10 138430 | 1 0.01 99.11 139550 | 1 0.01 99.12 143800 | 1 0.01 99.13 145190 | 1 0.01 99.14 145680 | 1 0.01 99.15 145700 | 1 0.01 99.16 146900 | 1 0.01 99.17 148070 | 1 0.01 99.18 148140 | 1 0.01 99.19 155070 | 1 0.01 99.20 158230 | 1 0.01 99.21 168770 | 1 0.01 99.22 172230 | 1 0.01 99.23 173600 | 1 0.01 99.24 174690 | 1 0.01 99.25 175490 | 1 0.01 99.26 176730 | 1 0.01 99.27 177530 | 1 0.01 99.28 178120 | 1 0.01 99.29 179350 | 1 0.01 99.30 185120 | 1 0.01 99.31 185490 | 1 0.01 99.32 186050 | 1 0.01 99.33 187730 | 1 0.01 99.34 189040 | 1 0.01 99.35 197550 | 1 0.01 99.36 199060 | 1 0.01 99.37 200480 | 1 0.01 99.38 201420 | 1 0.01 99.39 203570 | 1 0.01 99.40 208080 | 1 0.01 99.41 209690 | 1 0.01 99.42 216140 | 1 0.01 99.43 217660 | 1 0.01 99.44 219260 | 1 0.01 99.45 219310 | 1 0.01 99.46 220300 | 1 0.01 99.47 221110 | 1 0.01 99.48 229210 | 1 0.01 99.49 232340 | 1 0.01 99.50 233330 | 1 0.01 99.51 239350 | 1 0.01 99.52 239750 | 1 0.01 99.53 241220 | 1 0.01 99.54 246790 | 1 0.01 99.55 247230 | 1 0.01 99.56 249040 | 1 0.01 99.57 253250 | 1 0.01 99.58 254030 | 1 0.01 99.59 255650 | 1 0.01 99.60 257210 | 1 0.01 99.61 265470 | 1 0.01 99.62 277940 | 1 0.01 99.63 281770 | 1 0.01 99.64 283390 | 1 0.01 99.65 297820 | 1 0.01 99.66 302150 | 1 0.01 99.67 310890 | 1 0.01 99.68 319800 | 1 0.01 99.69 321770 | 1 0.01 99.70 328650 | 1 0.01 99.71 333540 | 1 0.01 99.72 337280 | 1 0.01 99.73 338780 | 1 0.01 99.74 342310 | 1 0.01 99.75 347550 | 1 0.01 99.76 352500 | 1 0.01 99.77 353200 | 1 0.01 99.78 353260 | 1 0.01 99.79 357130 | 1 0.01 99.80 365000 | 1 0.01 99.81 371650 | 1 0.01 99.82 375020 | 1 0.01 99.83 376900 | 1 0.01 99.84 390500 | 1 0.01 99.85 406230 | 1 0.01 99.86 415010 | 1 0.01 99.87 422590 | 1 0.01 99.88 439800 | 1 0.01 99.89 470650 | 1 0.01 99.90 514850 | 1 0.01 99.91 531980 | 1 0.01 99.92 571820 | 1 0.01 99.93 671580 | 1 0.01 99.94 699570 | 1 0.01 99.95 730970 | 1 0.01 99.96 753610 | 1 0.01 99.97 786740 | 1 0.01 99.98 831010 | 1 0.01 99.99 1485410 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017