Frequencies for first 10,000 rows of n04470 variable in zipcode2015 dataset : Number of | returns | with | itemized | deductions | 1040:40 | Freq. Percent Cum. ------------+----------------------------------- 0 | 1,706 17.06 17.06 20 | 368 3.68 20.74 30 | 727 7.27 28.01 40 | 649 6.49 34.50 50 | 452 4.52 39.02 60 | 341 3.41 42.43 70 | 282 2.82 45.25 80 | 251 2.51 47.76 90 | 224 2.24 50.00 100 | 210 2.10 52.10 110 | 185 1.85 53.95 120 | 172 1.72 55.67 130 | 174 1.74 57.41 140 | 143 1.43 58.84 150 | 135 1.35 60.19 160 | 114 1.14 61.33 170 | 126 1.26 62.59 180 | 114 1.14 63.73 190 | 100 1.00 64.73 200 | 92 0.92 65.65 210 | 77 0.77 66.42 220 | 93 0.93 67.35 230 | 89 0.89 68.24 240 | 93 0.93 69.17 250 | 69 0.69 69.86 260 | 72 0.72 70.58 270 | 74 0.74 71.32 280 | 56 0.56 71.88 290 | 65 0.65 72.53 300 | 75 0.75 73.28 310 | 58 0.58 73.86 320 | 56 0.56 74.42 330 | 57 0.57 74.99 340 | 58 0.58 75.57 350 | 45 0.45 76.02 360 | 56 0.56 76.58 370 | 55 0.55 77.13 380 | 60 0.60 77.73 390 | 36 0.36 78.09 400 | 39 0.39 78.48 410 | 43 0.43 78.91 420 | 43 0.43 79.34 430 | 27 0.27 79.61 440 | 33 0.33 79.94 450 | 37 0.37 80.31 460 | 34 0.34 80.65 470 | 36 0.36 81.01 480 | 43 0.43 81.44 490 | 33 0.33 81.77 500 | 32 0.32 82.09 510 | 30 0.30 82.39 520 | 45 0.45 82.84 530 | 35 0.35 83.19 540 | 30 0.30 83.49 550 | 31 0.31 83.80 560 | 25 0.25 84.05 570 | 21 0.21 84.26 580 | 21 0.21 84.47 590 | 31 0.31 84.78 600 | 23 0.23 85.01 610 | 35 0.35 85.36 620 | 28 0.28 85.64 630 | 35 0.35 85.99 640 | 29 0.29 86.28 650 | 23 0.23 86.51 660 | 23 0.23 86.74 670 | 19 0.19 86.93 680 | 14 0.14 87.07 690 | 19 0.19 87.26 700 | 25 0.25 87.51 710 | 17 0.17 87.68 720 | 16 0.16 87.84 730 | 18 0.18 88.02 740 | 17 0.17 88.19 750 | 16 0.16 88.35 760 | 22 0.22 88.57 770 | 20 0.20 88.77 780 | 15 0.15 88.92 790 | 16 0.16 89.08 800 | 13 0.13 89.21 810 | 15 0.15 89.36 820 | 10 0.10 89.46 830 | 16 0.16 89.62 840 | 12 0.12 89.74 850 | 14 0.14 89.88 860 | 14 0.14 90.02 870 | 9 0.09 90.11 880 | 19 0.19 90.30 890 | 8 0.08 90.38 900 | 14 0.14 90.52 910 | 8 0.08 90.60 920 | 13 0.13 90.73 930 | 6 0.06 90.79 940 | 11 0.11 90.90 950 | 9 0.09 90.99 960 | 8 0.08 91.07 970 | 8 0.08 91.15 980 | 11 0.11 91.26 990 | 10 0.10 91.36 1000 | 6 0.06 91.42 1010 | 7 0.07 91.49 1020 | 6 0.06 91.55 1030 | 6 0.06 91.61 1040 | 10 0.10 91.71 1050 | 8 0.08 91.79 1060 | 8 0.08 91.87 1070 | 8 0.08 91.95 1080 | 12 0.12 92.07 1090 | 10 0.10 92.17 1100 | 8 0.08 92.25 1110 | 5 0.05 92.30 1120 | 7 0.07 92.37 1130 | 6 0.06 92.43 1140 | 7 0.07 92.50 1150 | 11 0.11 92.61 1160 | 7 0.07 92.68 1170 | 11 0.11 92.79 1180 | 5 0.05 92.84 1190 | 11 0.11 92.95 1200 | 8 0.08 93.03 1210 | 7 0.07 93.10 1220 | 7 0.07 93.17 1230 | 4 0.04 93.21 1240 | 7 0.07 93.28 1250 | 6 0.06 93.34 1260 | 4 0.04 93.38 1270 | 5 0.05 93.43 1280 | 8 0.08 93.51 1290 | 5 0.05 93.56 1300 | 7 0.07 93.63 1310 | 9 0.09 93.72 1320 | 2 0.02 93.74 1330 | 1 0.01 93.75 1340 | 6 0.06 93.81 1350 | 4 0.04 93.85 1360 | 3 0.03 93.88 1370 | 8 0.08 93.96 1380 | 1 0.01 93.97 1390 | 3 0.03 94.00 1400 | 5 0.05 94.05 1410 | 3 0.03 94.08 1420 | 5 0.05 94.13 1430 | 4 0.04 94.17 1440 | 4 0.04 94.21 1450 | 5 0.05 94.26 1460 | 3 0.03 94.29 1470 | 3 0.03 94.32 1480 | 5 0.05 94.37 1490 | 3 0.03 94.40 1500 | 3 0.03 94.43 1510 | 3 0.03 94.46 1520 | 7 0.07 94.53 1530 | 7 0.07 94.60 1540 | 5 0.05 94.65 1550 | 3 0.03 94.68 1560 | 5 0.05 94.73 1570 | 3 0.03 94.76 1580 | 3 0.03 94.79 1590 | 3 0.03 94.82 1600 | 4 0.04 94.86 1610 | 4 0.04 94.90 1620 | 4 0.04 94.94 1630 | 1 0.01 94.95 1640 | 5 0.05 95.00 1650 | 3 0.03 95.03 1660 | 2 0.02 95.05 1670 | 1 0.01 95.06 1680 | 2 0.02 95.08 1690 | 4 0.04 95.12 1700 | 1 0.01 95.13 1710 | 6 0.06 95.19 1720 | 4 0.04 95.23 1730 | 3 0.03 95.26 1740 | 4 0.04 95.30 1750 | 2 0.02 95.32 1760 | 3 0.03 95.35 1770 | 4 0.04 95.39 1780 | 4 0.04 95.43 1790 | 4 0.04 95.47 1800 | 3 0.03 95.50 1810 | 3 0.03 95.53 1820 | 1 0.01 95.54 1830 | 2 0.02 95.56 1840 | 2 0.02 95.58 1850 | 1 0.01 95.59 1860 | 1 0.01 95.60 1870 | 3 0.03 95.63 1890 | 2 0.02 95.65 1910 | 2 0.02 95.67 1920 | 1 0.01 95.68 1940 | 3 0.03 95.71 1950 | 1 0.01 95.72 1960 | 1 0.01 95.73 1990 | 1 0.01 95.74 2000 | 2 0.02 95.76 2010 | 1 0.01 95.77 2040 | 3 0.03 95.80 2060 | 2 0.02 95.82 2070 | 3 0.03 95.85 2080 | 1 0.01 95.86 2100 | 1 0.01 95.87 2140 | 4 0.04 95.91 2160 | 4 0.04 95.95 2180 | 1 0.01 95.96 2190 | 1 0.01 95.97 2200 | 3 0.03 96.00 2220 | 1 0.01 96.01 2230 | 2 0.02 96.03 2240 | 3 0.03 96.06 2260 | 1 0.01 96.07 2280 | 4 0.04 96.11 2300 | 2 0.02 96.13 2310 | 2 0.02 96.15 2320 | 3 0.03 96.18 2330 | 2 0.02 96.20 2340 | 2 0.02 96.22 2350 | 1 0.01 96.23 2370 | 1 0.01 96.24 2380 | 1 0.01 96.25 2390 | 1 0.01 96.26 2400 | 1 0.01 96.27 2430 | 2 0.02 96.29 2440 | 1 0.01 96.30 2450 | 1 0.01 96.31 2470 | 1 0.01 96.32 2480 | 3 0.03 96.35 2510 | 2 0.02 96.37 2520 | 2 0.02 96.39 2530 | 1 0.01 96.40 2540 | 1 0.01 96.41 2560 | 2 0.02 96.43 2570 | 2 0.02 96.45 2590 | 1 0.01 96.46 2610 | 2 0.02 96.48 2660 | 3 0.03 96.51 2690 | 1 0.01 96.52 2720 | 1 0.01 96.53 2770 | 1 0.01 96.54 2780 | 1 0.01 96.55 2800 | 1 0.01 96.56 2810 | 2 0.02 96.58 2870 | 1 0.01 96.59 2880 | 1 0.01 96.60 2900 | 2 0.02 96.62 2930 | 2 0.02 96.64 2980 | 1 0.01 96.65 3040 | 1 0.01 96.66 3070 | 1 0.01 96.67 3110 | 3 0.03 96.70 3120 | 2 0.02 96.72 3130 | 1 0.01 96.73 3140 | 1 0.01 96.74 3180 | 3 0.03 96.77 3240 | 1 0.01 96.78 3250 | 1 0.01 96.79 3280 | 1 0.01 96.80 3300 | 1 0.01 96.81 3330 | 1 0.01 96.82 3420 | 1 0.01 96.83 3450 | 1 0.01 96.84 3530 | 1 0.01 96.85 3540 | 1 0.01 96.86 3560 | 1 0.01 96.87 3710 | 2 0.02 96.89 3860 | 1 0.01 96.90 3930 | 1 0.01 96.91 3970 | 2 0.02 96.93 4030 | 1 0.01 96.94 4070 | 1 0.01 96.95 4110 | 1 0.01 96.96 5120 | 1 0.01 96.97 5180 | 1 0.01 96.98 5420 | 1 0.01 96.99 6260 | 1 0.01 97.00 6670 | 1 0.01 97.01 7740 | 1 0.01 97.02 8250 | 1 0.01 97.03 8280 | 1 0.01 97.04 8290 | 1 0.01 97.05 8720 | 1 0.01 97.06 8770 | 1 0.01 97.07 8890 | 1 0.01 97.08 9680 | 1 0.01 97.09 10200 | 1 0.01 97.10 10450 | 1 0.01 97.11 10670 | 1 0.01 97.12 11040 | 1 0.01 97.13 11420 | 1 0.01 97.14 11490 | 1 0.01 97.15 11540 | 1 0.01 97.16 12140 | 1 0.01 97.17 12440 | 1 0.01 97.18 12470 | 1 0.01 97.19 12730 | 1 0.01 97.20 12760 | 1 0.01 97.21 12950 | 1 0.01 97.22 13200 | 1 0.01 97.23 13390 | 1 0.01 97.24 13400 | 1 0.01 97.25 13730 | 1 0.01 97.26 13860 | 1 0.01 97.27 14100 | 1 0.01 97.28 15510 | 1 0.01 97.29 16180 | 1 0.01 97.30 16300 | 1 0.01 97.31 16580 | 1 0.01 97.32 16590 | 1 0.01 97.33 17010 | 1 0.01 97.34 17220 | 1 0.01 97.35 17790 | 1 0.01 97.36 19180 | 1 0.01 97.37 19460 | 1 0.01 97.38 19700 | 1 0.01 97.39 19710 | 2 0.02 97.41 19900 | 1 0.01 97.42 20380 | 1 0.01 97.43 20840 | 1 0.01 97.44 20870 | 1 0.01 97.45 21400 | 1 0.01 97.46 21620 | 1 0.01 97.47 22500 | 1 0.01 97.48 23120 | 1 0.01 97.49 23560 | 2 0.02 97.51 23730 | 1 0.01 97.52 23750 | 1 0.01 97.53 23940 | 1 0.01 97.54 24330 | 1 0.01 97.55 25150 | 1 0.01 97.56 26390 | 1 0.01 97.57 26690 | 1 0.01 97.58 26770 | 1 0.01 97.59 27560 | 1 0.01 97.60 27780 | 1 0.01 97.61 27980 | 1 0.01 97.62 28360 | 1 0.01 97.63 28860 | 1 0.01 97.64 28970 | 1 0.01 97.65 29160 | 1 0.01 97.66 29250 | 1 0.01 97.67 29270 | 1 0.01 97.68 29320 | 1 0.01 97.69 29650 | 1 0.01 97.70 29800 | 1 0.01 97.71 30130 | 1 0.01 97.72 30310 | 1 0.01 97.73 31270 | 1 0.01 97.74 32260 | 1 0.01 97.75 32560 | 1 0.01 97.76 33670 | 1 0.01 97.77 34210 | 1 0.01 97.78 34700 | 1 0.01 97.79 34730 | 1 0.01 97.80 34870 | 1 0.01 97.81 34990 | 1 0.01 97.82 35010 | 1 0.01 97.83 35830 | 1 0.01 97.84 35910 | 1 0.01 97.85 35950 | 1 0.01 97.86 36070 | 1 0.01 97.87 39580 | 1 0.01 97.88 39850 | 1 0.01 97.89 40110 | 1 0.01 97.90 40190 | 1 0.01 97.91 40210 | 1 0.01 97.92 41750 | 1 0.01 97.93 41930 | 1 0.01 97.94 42250 | 1 0.01 97.95 42270 | 1 0.01 97.96 42450 | 1 0.01 97.97 42760 | 1 0.01 97.98 42790 | 1 0.01 97.99 44440 | 1 0.01 98.00 45650 | 1 0.01 98.01 46040 | 1 0.01 98.02 46480 | 1 0.01 98.03 47050 | 1 0.01 98.04 47120 | 1 0.01 98.05 48050 | 1 0.01 98.06 48140 | 1 0.01 98.07 48280 | 1 0.01 98.08 48410 | 1 0.01 98.09 50170 | 1 0.01 98.10 51040 | 1 0.01 98.11 51230 | 1 0.01 98.12 51290 | 1 0.01 98.13 51510 | 1 0.01 98.14 52240 | 1 0.01 98.15 52290 | 1 0.01 98.16 55160 | 1 0.01 98.17 55530 | 1 0.01 98.18 55900 | 1 0.01 98.19 56420 | 1 0.01 98.20 57300 | 1 0.01 98.21 57440 | 1 0.01 98.22 57670 | 1 0.01 98.23 60270 | 1 0.01 98.24 60390 | 1 0.01 98.25 62200 | 1 0.01 98.26 62530 | 1 0.01 98.27 62680 | 1 0.01 98.28 63670 | 1 0.01 98.29 65030 | 1 0.01 98.30 65850 | 1 0.01 98.31 66540 | 1 0.01 98.32 66590 | 1 0.01 98.33 66780 | 1 0.01 98.34 67370 | 1 0.01 98.35 70340 | 1 0.01 98.36 70380 | 1 0.01 98.37 70420 | 1 0.01 98.38 70570 | 1 0.01 98.39 73380 | 1 0.01 98.40 73610 | 1 0.01 98.41 74880 | 1 0.01 98.42 75390 | 1 0.01 98.43 77420 | 1 0.01 98.44 78200 | 1 0.01 98.45 78720 | 1 0.01 98.46 79420 | 1 0.01 98.47 80420 | 1 0.01 98.48 81360 | 1 0.01 98.49 82150 | 1 0.01 98.50 83000 | 1 0.01 98.51 83900 | 1 0.01 98.52 85120 | 1 0.01 98.53 85350 | 1 0.01 98.54 85510 | 1 0.01 98.55 85810 | 1 0.01 98.56 86160 | 1 0.01 98.57 86280 | 1 0.01 98.58 86770 | 1 0.01 98.59 87540 | 1 0.01 98.60 88600 | 1 0.01 98.61 88880 | 1 0.01 98.62 94220 | 1 0.01 98.63 94260 | 1 0.01 98.64 94810 | 1 0.01 98.65 96590 | 1 0.01 98.66 97010 | 1 0.01 98.67 99180 | 1 0.01 98.68 99270 | 1 0.01 98.69 102780 | 1 0.01 98.70 103590 | 1 0.01 98.71 104670 | 1 0.01 98.72 105370 | 1 0.01 98.73 106910 | 1 0.01 98.74 109030 | 1 0.01 98.75 109730 | 1 0.01 98.76 111330 | 1 0.01 98.77 111920 | 1 0.01 98.78 112580 | 1 0.01 98.79 112610 | 1 0.01 98.80 113920 | 1 0.01 98.81 116460 | 1 0.01 98.82 116530 | 1 0.01 98.83 118450 | 1 0.01 98.84 121330 | 1 0.01 98.85 122030 | 1 0.01 98.86 122150 | 1 0.01 98.87 122530 | 1 0.01 98.88 123460 | 1 0.01 98.89 125090 | 1 0.01 98.90 126320 | 1 0.01 98.91 127370 | 1 0.01 98.92 128180 | 1 0.01 98.93 129110 | 1 0.01 98.94 129610 | 1 0.01 98.95 131180 | 1 0.01 98.96 131800 | 1 0.01 98.97 131940 | 1 0.01 98.98 132620 | 1 0.01 98.99 133640 | 1 0.01 99.00 133690 | 1 0.01 99.01 134070 | 1 0.01 99.02 139920 | 1 0.01 99.03 140410 | 1 0.01 99.04 142270 | 1 0.01 99.05 143170 | 1 0.01 99.06 144610 | 1 0.01 99.07 148800 | 1 0.01 99.08 148910 | 1 0.01 99.09 151290 | 1 0.01 99.10 152860 | 1 0.01 99.11 152910 | 1 0.01 99.12 155160 | 1 0.01 99.13 155170 | 1 0.01 99.14 157470 | 1 0.01 99.15 162150 | 1 0.01 99.16 162500 | 1 0.01 99.17 164150 | 1 0.01 99.18 165250 | 1 0.01 99.19 167020 | 1 0.01 99.20 172430 | 1 0.01 99.21 175160 | 1 0.01 99.22 177150 | 1 0.01 99.23 179220 | 1 0.01 99.24 185460 | 1 0.01 99.25 187990 | 1 0.01 99.26 193610 | 1 0.01 99.27 198610 | 1 0.01 99.28 200670 | 1 0.01 99.29 200960 | 1 0.01 99.30 202990 | 1 0.01 99.31 207330 | 1 0.01 99.32 209150 | 1 0.01 99.33 215860 | 1 0.01 99.34 215900 | 1 0.01 99.35 219230 | 1 0.01 99.36 219520 | 1 0.01 99.37 221290 | 1 0.01 99.38 225080 | 1 0.01 99.39 225200 | 1 0.01 99.40 228940 | 1 0.01 99.41 230050 | 1 0.01 99.42 230310 | 1 0.01 99.43 230430 | 1 0.01 99.44 231330 | 1 0.01 99.45 234660 | 1 0.01 99.46 237360 | 1 0.01 99.47 238010 | 1 0.01 99.48 238610 | 1 0.01 99.49 241530 | 1 0.01 99.50 245710 | 1 0.01 99.51 245920 | 1 0.01 99.52 248020 | 1 0.01 99.53 258960 | 1 0.01 99.54 261580 | 1 0.01 99.55 270860 | 1 0.01 99.56 276260 | 1 0.01 99.57 282970 | 1 0.01 99.58 283030 | 1 0.01 99.59 285150 | 1 0.01 99.60 286160 | 1 0.01 99.61 290790 | 1 0.01 99.62 292820 | 1 0.01 99.63 295880 | 1 0.01 99.64 296520 | 1 0.01 99.65 299640 | 1 0.01 99.66 309340 | 1 0.01 99.67 315080 | 1 0.01 99.68 326530 | 1 0.01 99.69 331550 | 1 0.01 99.70 346150 | 1 0.01 99.71 384750 | 1 0.01 99.72 396670 | 1 0.01 99.73 400290 | 1 0.01 99.74 401580 | 1 0.01 99.75 407860 | 1 0.01 99.76 408450 | 1 0.01 99.77 436230 | 1 0.01 99.78 437350 | 1 0.01 99.79 443020 | 1 0.01 99.80 446250 | 1 0.01 99.81 447920 | 1 0.01 99.82 470410 | 1 0.01 99.83 476480 | 1 0.01 99.84 492550 | 1 0.01 99.85 502050 | 1 0.01 99.86 512320 | 1 0.01 99.87 536320 | 1 0.01 99.88 546000 | 1 0.01 99.89 568220 | 1 0.01 99.90 584750 | 1 0.01 99.91 601050 | 1 0.01 99.92 625160 | 1 0.01 99.93 805900 | 1 0.01 99.94 847610 | 1 0.01 99.95 920130 | 1 0.01 99.96 948280 | 1 0.01 99.97 1062010 | 1 0.01 99.98 1066590 | 1 0.01 99.99 1971460 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017