Frequencies for first 10,000 rows of n18425 variable in zipcode2013 dataset : Number of | returns | with State | and local | income | taxes | Schedule | A:5a | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,338 23.38 23.38 20 | 379 3.79 27.17 30 | 749 7.49 34.66 40 | 609 6.09 40.75 50 | 431 4.31 45.06 60 | 307 3.07 48.13 70 | 271 2.71 50.84 80 | 223 2.23 53.07 90 | 222 2.22 55.29 100 | 209 2.09 57.38 110 | 179 1.79 59.17 120 | 171 1.71 60.88 130 | 145 1.45 62.33 140 | 148 1.48 63.81 150 | 124 1.24 65.05 160 | 115 1.15 66.20 170 | 100 1.00 67.20 180 | 102 1.02 68.22 190 | 82 0.82 69.04 200 | 80 0.80 69.84 210 | 74 0.74 70.58 220 | 62 0.62 71.20 230 | 68 0.68 71.88 240 | 72 0.72 72.60 250 | 59 0.59 73.19 260 | 68 0.68 73.87 270 | 53 0.53 74.40 280 | 63 0.63 75.03 290 | 58 0.58 75.61 300 | 53 0.53 76.14 310 | 46 0.46 76.60 320 | 44 0.44 77.04 330 | 46 0.46 77.50 340 | 45 0.45 77.95 350 | 54 0.54 78.49 360 | 39 0.39 78.88 370 | 41 0.41 79.29 380 | 41 0.41 79.70 390 | 42 0.42 80.12 400 | 40 0.40 80.52 410 | 33 0.33 80.85 420 | 29 0.29 81.14 430 | 29 0.29 81.43 440 | 28 0.28 81.71 450 | 28 0.28 81.99 460 | 32 0.32 82.31 470 | 32 0.32 82.63 480 | 26 0.26 82.89 490 | 41 0.41 83.30 500 | 31 0.31 83.61 510 | 29 0.29 83.90 520 | 27 0.27 84.17 530 | 30 0.30 84.47 540 | 32 0.32 84.79 550 | 27 0.27 85.06 560 | 25 0.25 85.31 570 | 33 0.33 85.64 580 | 23 0.23 85.87 590 | 27 0.27 86.14 600 | 16 0.16 86.30 610 | 25 0.25 86.55 620 | 21 0.21 86.76 630 | 26 0.26 87.02 640 | 24 0.24 87.26 650 | 21 0.21 87.47 660 | 16 0.16 87.63 670 | 25 0.25 87.88 680 | 28 0.28 88.16 690 | 15 0.15 88.31 700 | 19 0.19 88.50 710 | 8 0.08 88.58 720 | 18 0.18 88.76 730 | 12 0.12 88.88 740 | 18 0.18 89.06 750 | 14 0.14 89.20 760 | 11 0.11 89.31 770 | 9 0.09 89.40 780 | 12 0.12 89.52 790 | 13 0.13 89.65 800 | 13 0.13 89.78 810 | 16 0.16 89.94 820 | 14 0.14 90.08 830 | 13 0.13 90.21 840 | 6 0.06 90.27 850 | 11 0.11 90.38 860 | 11 0.11 90.49 870 | 16 0.16 90.65 880 | 11 0.11 90.76 890 | 14 0.14 90.90 900 | 11 0.11 91.01 910 | 10 0.10 91.11 920 | 8 0.08 91.19 930 | 11 0.11 91.30 940 | 9 0.09 91.39 950 | 9 0.09 91.48 960 | 9 0.09 91.57 970 | 5 0.05 91.62 980 | 5 0.05 91.67 990 | 13 0.13 91.80 1000 | 6 0.06 91.86 1010 | 6 0.06 91.92 1020 | 6 0.06 91.98 1030 | 15 0.15 92.13 1040 | 4 0.04 92.17 1050 | 14 0.14 92.31 1060 | 5 0.05 92.36 1070 | 6 0.06 92.42 1080 | 7 0.07 92.49 1090 | 5 0.05 92.54 1100 | 6 0.06 92.60 1110 | 9 0.09 92.69 1120 | 10 0.10 92.79 1130 | 9 0.09 92.88 1140 | 5 0.05 92.93 1150 | 7 0.07 93.00 1160 | 7 0.07 93.07 1170 | 7 0.07 93.14 1180 | 12 0.12 93.26 1190 | 6 0.06 93.32 1200 | 7 0.07 93.39 1210 | 8 0.08 93.47 1220 | 5 0.05 93.52 1230 | 5 0.05 93.57 1240 | 8 0.08 93.65 1250 | 10 0.10 93.75 1260 | 5 0.05 93.80 1270 | 3 0.03 93.83 1280 | 3 0.03 93.86 1290 | 3 0.03 93.89 1300 | 4 0.04 93.93 1310 | 3 0.03 93.96 1320 | 7 0.07 94.03 1330 | 7 0.07 94.10 1340 | 5 0.05 94.15 1350 | 6 0.06 94.21 1360 | 4 0.04 94.25 1370 | 3 0.03 94.28 1380 | 1 0.01 94.29 1390 | 2 0.02 94.31 1400 | 4 0.04 94.35 1410 | 3 0.03 94.38 1420 | 6 0.06 94.44 1430 | 3 0.03 94.47 1440 | 2 0.02 94.49 1450 | 6 0.06 94.55 1460 | 4 0.04 94.59 1470 | 6 0.06 94.65 1480 | 3 0.03 94.68 1490 | 6 0.06 94.74 1500 | 1 0.01 94.75 1510 | 4 0.04 94.79 1520 | 2 0.02 94.81 1530 | 1 0.01 94.82 1540 | 2 0.02 94.84 1550 | 6 0.06 94.90 1560 | 1 0.01 94.91 1570 | 6 0.06 94.97 1580 | 4 0.04 95.01 1590 | 2 0.02 95.03 1600 | 4 0.04 95.07 1610 | 1 0.01 95.08 1620 | 3 0.03 95.11 1630 | 2 0.02 95.13 1640 | 2 0.02 95.15 1650 | 5 0.05 95.20 1660 | 2 0.02 95.22 1670 | 2 0.02 95.24 1680 | 5 0.05 95.29 1690 | 2 0.02 95.31 1700 | 3 0.03 95.34 1710 | 2 0.02 95.36 1720 | 1 0.01 95.37 1730 | 2 0.02 95.39 1740 | 3 0.03 95.42 1750 | 1 0.01 95.43 1760 | 2 0.02 95.45 1770 | 1 0.01 95.46 1780 | 3 0.03 95.49 1790 | 3 0.03 95.52 1800 | 1 0.01 95.53 1820 | 3 0.03 95.56 1830 | 3 0.03 95.59 1840 | 1 0.01 95.60 1850 | 2 0.02 95.62 1860 | 2 0.02 95.64 1870 | 1 0.01 95.65 1880 | 2 0.02 95.67 1890 | 1 0.01 95.68 1910 | 1 0.01 95.69 1920 | 1 0.01 95.70 1940 | 1 0.01 95.71 1950 | 4 0.04 95.75 1970 | 1 0.01 95.76 1980 | 1 0.01 95.77 1990 | 2 0.02 95.79 2000 | 3 0.03 95.82 2010 | 5 0.05 95.87 2020 | 1 0.01 95.88 2030 | 5 0.05 95.93 2060 | 3 0.03 95.96 2070 | 2 0.02 95.98 2090 | 1 0.01 95.99 2110 | 1 0.01 96.00 2120 | 1 0.01 96.01 2130 | 1 0.01 96.02 2150 | 1 0.01 96.03 2170 | 1 0.01 96.04 2180 | 1 0.01 96.05 2190 | 1 0.01 96.06 2200 | 1 0.01 96.07 2210 | 2 0.02 96.09 2220 | 1 0.01 96.10 2230 | 1 0.01 96.11 2240 | 2 0.02 96.13 2250 | 2 0.02 96.15 2260 | 3 0.03 96.18 2270 | 1 0.01 96.19 2280 | 2 0.02 96.21 2290 | 1 0.01 96.22 2300 | 2 0.02 96.24 2360 | 1 0.01 96.25 2380 | 1 0.01 96.26 2390 | 1 0.01 96.27 2400 | 2 0.02 96.29 2410 | 2 0.02 96.31 2460 | 1 0.01 96.32 2490 | 4 0.04 96.36 2510 | 1 0.01 96.37 2530 | 2 0.02 96.39 2560 | 2 0.02 96.41 2570 | 1 0.01 96.42 2600 | 1 0.01 96.43 2610 | 1 0.01 96.44 2700 | 1 0.01 96.45 2720 | 1 0.01 96.46 2730 | 1 0.01 96.47 2740 | 1 0.01 96.48 2750 | 1 0.01 96.49 2780 | 2 0.02 96.51 2790 | 1 0.01 96.52 2800 | 1 0.01 96.53 2820 | 1 0.01 96.54 2830 | 2 0.02 96.56 2850 | 2 0.02 96.58 2880 | 1 0.01 96.59 2930 | 1 0.01 96.60 2950 | 1 0.01 96.61 2970 | 2 0.02 96.63 3050 | 1 0.01 96.64 3060 | 1 0.01 96.65 3170 | 1 0.01 96.66 3190 | 2 0.02 96.68 3200 | 1 0.01 96.69 3210 | 1 0.01 96.70 3230 | 1 0.01 96.71 3240 | 2 0.02 96.73 3260 | 1 0.01 96.74 3320 | 1 0.01 96.75 3350 | 1 0.01 96.76 3370 | 1 0.01 96.77 3410 | 1 0.01 96.78 3420 | 1 0.01 96.79 3560 | 1 0.01 96.80 3580 | 1 0.01 96.81 3720 | 1 0.01 96.82 3750 | 1 0.01 96.83 3930 | 1 0.01 96.84 3990 | 1 0.01 96.85 4260 | 1 0.01 96.86 4320 | 1 0.01 96.87 4460 | 1 0.01 96.88 4810 | 1 0.01 96.89 5290 | 1 0.01 96.90 5320 | 1 0.01 96.91 5710 | 1 0.01 96.92 6050 | 1 0.01 96.93 6240 | 1 0.01 96.94 6340 | 1 0.01 96.95 6490 | 1 0.01 96.96 6540 | 1 0.01 96.97 6680 | 2 0.02 96.99 6890 | 1 0.01 97.00 7180 | 1 0.01 97.01 7330 | 1 0.01 97.02 7430 | 1 0.01 97.03 7460 | 1 0.01 97.04 7490 | 1 0.01 97.05 7580 | 1 0.01 97.06 7610 | 1 0.01 97.07 7920 | 1 0.01 97.08 7970 | 1 0.01 97.09 8200 | 1 0.01 97.10 8220 | 1 0.01 97.11 8370 | 1 0.01 97.12 8510 | 1 0.01 97.13 9710 | 1 0.01 97.14 9790 | 1 0.01 97.15 10350 | 1 0.01 97.16 10470 | 1 0.01 97.17 11380 | 1 0.01 97.18 11420 | 1 0.01 97.19 11640 | 1 0.01 97.20 11970 | 1 0.01 97.21 12060 | 1 0.01 97.22 12290 | 1 0.01 97.23 12410 | 1 0.01 97.24 12750 | 1 0.01 97.25 12910 | 1 0.01 97.26 13710 | 1 0.01 97.27 13800 | 1 0.01 97.28 13830 | 1 0.01 97.29 14550 | 1 0.01 97.30 14850 | 1 0.01 97.31 15230 | 1 0.01 97.32 15620 | 1 0.01 97.33 15790 | 1 0.01 97.34 15950 | 1 0.01 97.35 16130 | 1 0.01 97.36 16160 | 1 0.01 97.37 16460 | 1 0.01 97.38 16560 | 1 0.01 97.39 17290 | 1 0.01 97.40 17320 | 1 0.01 97.41 17940 | 1 0.01 97.42 18150 | 1 0.01 97.43 18510 | 1 0.01 97.44 19150 | 1 0.01 97.45 19270 | 1 0.01 97.46 19320 | 1 0.01 97.47 19640 | 1 0.01 97.48 19670 | 1 0.01 97.49 19820 | 1 0.01 97.50 20200 | 1 0.01 97.51 20370 | 1 0.01 97.52 21270 | 1 0.01 97.53 22100 | 1 0.01 97.54 22510 | 1 0.01 97.55 22680 | 1 0.01 97.56 23050 | 1 0.01 97.57 23280 | 1 0.01 97.58 23440 | 1 0.01 97.59 23640 | 1 0.01 97.60 23790 | 1 0.01 97.61 23830 | 1 0.01 97.62 24090 | 1 0.01 97.63 24150 | 1 0.01 97.64 24240 | 1 0.01 97.65 24430 | 1 0.01 97.66 24890 | 1 0.01 97.67 25360 | 1 0.01 97.68 25920 | 1 0.01 97.69 26620 | 1 0.01 97.70 26730 | 1 0.01 97.71 26880 | 1 0.01 97.72 26930 | 1 0.01 97.73 27030 | 1 0.01 97.74 27090 | 1 0.01 97.75 29030 | 1 0.01 97.76 29290 | 1 0.01 97.77 30190 | 1 0.01 97.78 30610 | 1 0.01 97.79 31140 | 1 0.01 97.80 31420 | 1 0.01 97.81 31460 | 1 0.01 97.82 31550 | 1 0.01 97.83 31680 | 1 0.01 97.84 32220 | 1 0.01 97.85 32330 | 1 0.01 97.86 32590 | 1 0.01 97.87 32790 | 1 0.01 97.88 33820 | 1 0.01 97.89 33910 | 1 0.01 97.90 34350 | 1 0.01 97.91 34520 | 1 0.01 97.92 35110 | 1 0.01 97.93 35330 | 1 0.01 97.94 35340 | 1 0.01 97.95 36580 | 1 0.01 97.96 36760 | 1 0.01 97.97 36820 | 1 0.01 97.98 36840 | 1 0.01 97.99 36950 | 1 0.01 98.00 38280 | 1 0.01 98.01 38660 | 1 0.01 98.02 40210 | 1 0.01 98.03 40920 | 1 0.01 98.04 41270 | 1 0.01 98.05 42260 | 1 0.01 98.06 42340 | 1 0.01 98.07 42410 | 1 0.01 98.08 43050 | 1 0.01 98.09 43100 | 1 0.01 98.10 44310 | 1 0.01 98.11 44540 | 1 0.01 98.12 44900 | 1 0.01 98.13 45440 | 1 0.01 98.14 46170 | 1 0.01 98.15 46240 | 1 0.01 98.16 46920 | 1 0.01 98.17 47260 | 1 0.01 98.18 48070 | 1 0.01 98.19 48290 | 1 0.01 98.20 49100 | 1 0.01 98.21 49170 | 1 0.01 98.22 49340 | 1 0.01 98.23 49360 | 1 0.01 98.24 50320 | 1 0.01 98.25 52160 | 1 0.01 98.26 52730 | 1 0.01 98.27 53210 | 1 0.01 98.28 54300 | 1 0.01 98.29 54450 | 1 0.01 98.30 55490 | 1 0.01 98.31 56030 | 1 0.01 98.32 58120 | 1 0.01 98.33 58690 | 1 0.01 98.34 58770 | 1 0.01 98.35 59870 | 1 0.01 98.36 60090 | 1 0.01 98.37 60820 | 1 0.01 98.38 65350 | 1 0.01 98.39 65380 | 1 0.01 98.40 66110 | 1 0.01 98.41 66560 | 1 0.01 98.42 67390 | 1 0.01 98.43 68310 | 1 0.01 98.44 69710 | 1 0.01 98.45 69820 | 1 0.01 98.46 71530 | 1 0.01 98.47 71720 | 1 0.01 98.48 73820 | 1 0.01 98.49 74350 | 1 0.01 98.50 75110 | 1 0.01 98.51 75280 | 1 0.01 98.52 75910 | 1 0.01 98.53 78180 | 1 0.01 98.54 81310 | 1 0.01 98.55 83910 | 1 0.01 98.56 85350 | 1 0.01 98.57 86150 | 1 0.01 98.58 88650 | 1 0.01 98.59 89500 | 1 0.01 98.60 89920 | 1 0.01 98.61 90410 | 1 0.01 98.62 91920 | 1 0.01 98.63 92900 | 1 0.01 98.64 96070 | 1 0.01 98.65 96630 | 1 0.01 98.66 97370 | 1 0.01 98.67 100440 | 1 0.01 98.68 100850 | 1 0.01 98.69 101000 | 1 0.01 98.70 102340 | 1 0.01 98.71 106230 | 1 0.01 98.72 107740 | 1 0.01 98.73 108800 | 1 0.01 98.74 109700 | 1 0.01 98.75 109770 | 1 0.01 98.76 110510 | 1 0.01 98.77 111760 | 1 0.01 98.78 115150 | 1 0.01 98.79 115440 | 1 0.01 98.80 115930 | 1 0.01 98.81 118640 | 1 0.01 98.82 119150 | 1 0.01 98.83 120010 | 1 0.01 98.84 121990 | 1 0.01 98.85 123630 | 1 0.01 98.86 124890 | 1 0.01 98.87 124930 | 1 0.01 98.88 125250 | 1 0.01 98.89 125700 | 1 0.01 98.90 127340 | 1 0.01 98.91 128960 | 1 0.01 98.92 130070 | 1 0.01 98.93 130950 | 1 0.01 98.94 131140 | 1 0.01 98.95 132370 | 1 0.01 98.96 132920 | 1 0.01 98.97 133220 | 1 0.01 98.98 135940 | 1 0.01 98.99 143860 | 1 0.01 99.00 153420 | 1 0.01 99.01 155060 | 1 0.01 99.02 163580 | 1 0.01 99.03 163660 | 1 0.01 99.04 166510 | 1 0.01 99.05 170300 | 1 0.01 99.06 173220 | 1 0.01 99.07 174590 | 1 0.01 99.08 177730 | 1 0.01 99.09 185860 | 1 0.01 99.10 186960 | 1 0.01 99.11 189170 | 1 0.01 99.12 189590 | 1 0.01 99.13 193990 | 1 0.01 99.14 194740 | 1 0.01 99.15 196880 | 1 0.01 99.16 198960 | 1 0.01 99.17 204030 | 1 0.01 99.18 207220 | 1 0.01 99.19 207240 | 1 0.01 99.20 208160 | 1 0.01 99.21 209710 | 1 0.01 99.22 211850 | 1 0.01 99.23 211900 | 1 0.01 99.24 216720 | 1 0.01 99.25 224050 | 1 0.01 99.26 226710 | 1 0.01 99.27 228200 | 1 0.01 99.28 228540 | 1 0.01 99.29 229750 | 1 0.01 99.30 230760 | 1 0.01 99.31 231610 | 1 0.01 99.32 232040 | 1 0.01 99.33 235620 | 1 0.01 99.34 236450 | 1 0.01 99.35 249150 | 1 0.01 99.36 249200 | 1 0.01 99.37 252060 | 1 0.01 99.38 257500 | 1 0.01 99.39 262860 | 1 0.01 99.40 267040 | 1 0.01 99.41 277340 | 1 0.01 99.42 292750 | 1 0.01 99.43 293210 | 1 0.01 99.44 301280 | 1 0.01 99.45 302480 | 1 0.01 99.46 306730 | 1 0.01 99.47 349060 | 1 0.01 99.48 350330 | 1 0.01 99.49 365600 | 1 0.01 99.50 386980 | 1 0.01 99.51 401600 | 1 0.01 99.52 404670 | 1 0.01 99.53 410240 | 1 0.01 99.54 423620 | 1 0.01 99.55 461450 | 1 0.01 99.56 491040 | 1 0.01 99.57 493880 | 1 0.01 99.58 515160 | 1 0.01 99.59 518910 | 1 0.01 99.60 551860 | 1 0.01 99.61 573950 | 1 0.01 99.62 759960 | 1 0.01 99.63 801240 | 1 0.01 99.64 829650 | 1 0.01 99.65 919890 | 1 0.01 99.66 1692720 | 1 0.01 99.67 . | 33 0.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 26 Jun 2017