Frequencies for first 10,000 rows of n18425 variable in zipcode2015 dataset : Number of | returns | with State | and local | income | taxes | Schedule | A:5a | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,410 24.10 24.10 20 | 409 4.09 28.19 30 | 700 7.00 35.19 40 | 589 5.89 41.08 50 | 456 4.56 45.64 60 | 337 3.37 49.01 70 | 255 2.55 51.56 80 | 237 2.37 53.93 90 | 218 2.18 56.11 100 | 197 1.97 58.08 110 | 174 1.74 59.82 120 | 173 1.73 61.55 130 | 152 1.52 63.07 140 | 127 1.27 64.34 150 | 118 1.18 65.52 160 | 109 1.09 66.61 170 | 104 1.04 67.65 180 | 96 0.96 68.61 190 | 81 0.81 69.42 200 | 77 0.77 70.19 210 | 74 0.74 70.93 220 | 68 0.68 71.61 230 | 71 0.71 72.32 240 | 66 0.66 72.98 250 | 63 0.63 73.61 260 | 53 0.53 74.14 270 | 61 0.61 74.75 280 | 55 0.55 75.30 290 | 62 0.62 75.92 300 | 57 0.57 76.49 310 | 56 0.56 77.05 320 | 61 0.61 77.66 330 | 28 0.28 77.94 340 | 44 0.44 78.38 350 | 43 0.43 78.81 360 | 43 0.43 79.24 370 | 56 0.56 79.80 380 | 31 0.31 80.11 390 | 33 0.33 80.44 400 | 41 0.41 80.85 410 | 41 0.41 81.26 420 | 30 0.30 81.56 430 | 28 0.28 81.84 440 | 33 0.33 82.17 450 | 28 0.28 82.45 460 | 29 0.29 82.74 470 | 20 0.20 82.94 480 | 32 0.32 83.26 490 | 37 0.37 83.63 500 | 27 0.27 83.90 510 | 33 0.33 84.23 520 | 32 0.32 84.55 530 | 24 0.24 84.79 540 | 24 0.24 85.03 550 | 24 0.24 85.27 560 | 25 0.25 85.52 570 | 28 0.28 85.80 580 | 18 0.18 85.98 590 | 26 0.26 86.24 600 | 27 0.27 86.51 610 | 20 0.20 86.71 620 | 36 0.36 87.07 630 | 16 0.16 87.23 640 | 24 0.24 87.47 650 | 21 0.21 87.68 660 | 17 0.17 87.85 670 | 22 0.22 88.07 680 | 20 0.20 88.27 690 | 13 0.13 88.40 700 | 21 0.21 88.61 710 | 22 0.22 88.83 720 | 18 0.18 89.01 730 | 16 0.16 89.17 740 | 11 0.11 89.28 750 | 12 0.12 89.40 760 | 14 0.14 89.54 770 | 13 0.13 89.67 780 | 10 0.10 89.77 790 | 20 0.20 89.97 800 | 10 0.10 90.07 810 | 11 0.11 90.18 820 | 17 0.17 90.35 830 | 8 0.08 90.43 840 | 11 0.11 90.54 850 | 12 0.12 90.66 860 | 12 0.12 90.78 870 | 11 0.11 90.89 880 | 4 0.04 90.93 890 | 7 0.07 91.00 900 | 10 0.10 91.10 910 | 15 0.15 91.25 920 | 8 0.08 91.33 930 | 12 0.12 91.45 940 | 9 0.09 91.54 950 | 6 0.06 91.60 960 | 8 0.08 91.68 970 | 9 0.09 91.77 980 | 1 0.01 91.78 990 | 3 0.03 91.81 1000 | 5 0.05 91.86 1010 | 13 0.13 91.99 1020 | 8 0.08 92.07 1030 | 12 0.12 92.19 1040 | 9 0.09 92.28 1050 | 7 0.07 92.35 1060 | 7 0.07 92.42 1070 | 12 0.12 92.54 1080 | 4 0.04 92.58 1090 | 4 0.04 92.62 1100 | 9 0.09 92.71 1110 | 7 0.07 92.78 1120 | 6 0.06 92.84 1130 | 15 0.15 92.99 1140 | 5 0.05 93.04 1150 | 6 0.06 93.10 1160 | 10 0.10 93.20 1170 | 8 0.08 93.28 1180 | 6 0.06 93.34 1190 | 7 0.07 93.41 1200 | 6 0.06 93.47 1210 | 2 0.02 93.49 1220 | 6 0.06 93.55 1230 | 11 0.11 93.66 1240 | 5 0.05 93.71 1250 | 2 0.02 93.73 1260 | 6 0.06 93.79 1270 | 6 0.06 93.85 1280 | 7 0.07 93.92 1290 | 6 0.06 93.98 1300 | 6 0.06 94.04 1320 | 5 0.05 94.09 1330 | 4 0.04 94.13 1340 | 1 0.01 94.14 1350 | 8 0.08 94.22 1360 | 2 0.02 94.24 1370 | 3 0.03 94.27 1380 | 5 0.05 94.32 1390 | 3 0.03 94.35 1400 | 6 0.06 94.41 1410 | 6 0.06 94.47 1420 | 4 0.04 94.51 1430 | 3 0.03 94.54 1440 | 2 0.02 94.56 1450 | 3 0.03 94.59 1460 | 6 0.06 94.65 1470 | 3 0.03 94.68 1480 | 4 0.04 94.72 1490 | 6 0.06 94.78 1500 | 9 0.09 94.87 1510 | 1 0.01 94.88 1520 | 3 0.03 94.91 1530 | 3 0.03 94.94 1540 | 2 0.02 94.96 1550 | 3 0.03 94.99 1560 | 2 0.02 95.01 1570 | 9 0.09 95.10 1580 | 2 0.02 95.12 1590 | 5 0.05 95.17 1600 | 1 0.01 95.18 1610 | 3 0.03 95.21 1620 | 5 0.05 95.26 1630 | 4 0.04 95.30 1640 | 1 0.01 95.31 1650 | 3 0.03 95.34 1670 | 6 0.06 95.40 1680 | 3 0.03 95.43 1690 | 3 0.03 95.46 1700 | 3 0.03 95.49 1710 | 6 0.06 95.55 1720 | 3 0.03 95.58 1740 | 3 0.03 95.61 1750 | 5 0.05 95.66 1760 | 2 0.02 95.68 1770 | 2 0.02 95.70 1780 | 2 0.02 95.72 1790 | 1 0.01 95.73 1800 | 3 0.03 95.76 1810 | 3 0.03 95.79 1820 | 4 0.04 95.83 1830 | 1 0.01 95.84 1840 | 3 0.03 95.87 1870 | 1 0.01 95.88 1880 | 1 0.01 95.89 1900 | 2 0.02 95.91 1910 | 1 0.01 95.92 1920 | 3 0.03 95.95 1930 | 2 0.02 95.97 1940 | 1 0.01 95.98 1970 | 1 0.01 95.99 1990 | 2 0.02 96.01 2000 | 1 0.01 96.02 2010 | 1 0.01 96.03 2020 | 3 0.03 96.06 2040 | 1 0.01 96.07 2050 | 2 0.02 96.09 2060 | 2 0.02 96.11 2070 | 1 0.01 96.12 2110 | 1 0.01 96.13 2120 | 3 0.03 96.16 2130 | 1 0.01 96.17 2140 | 2 0.02 96.19 2150 | 2 0.02 96.21 2160 | 3 0.03 96.24 2170 | 1 0.01 96.25 2180 | 1 0.01 96.26 2200 | 1 0.01 96.27 2210 | 1 0.01 96.28 2220 | 3 0.03 96.31 2240 | 1 0.01 96.32 2250 | 2 0.02 96.34 2260 | 1 0.01 96.35 2270 | 1 0.01 96.36 2280 | 2 0.02 96.38 2290 | 1 0.01 96.39 2300 | 3 0.03 96.42 2310 | 3 0.03 96.45 2330 | 1 0.01 96.46 2360 | 1 0.01 96.47 2370 | 3 0.03 96.50 2390 | 1 0.01 96.51 2410 | 1 0.01 96.52 2430 | 1 0.01 96.53 2450 | 2 0.02 96.55 2470 | 1 0.01 96.56 2480 | 1 0.01 96.57 2490 | 2 0.02 96.59 2500 | 1 0.01 96.60 2510 | 1 0.01 96.61 2520 | 1 0.01 96.62 2530 | 2 0.02 96.64 2550 | 1 0.01 96.65 2580 | 1 0.01 96.66 2590 | 2 0.02 96.68 2620 | 3 0.03 96.71 2660 | 1 0.01 96.72 2700 | 1 0.01 96.73 2740 | 1 0.01 96.74 2760 | 1 0.01 96.75 2770 | 1 0.01 96.76 2790 | 2 0.02 96.78 2830 | 1 0.01 96.79 2850 | 1 0.01 96.80 2860 | 1 0.01 96.81 2890 | 2 0.02 96.83 2900 | 1 0.01 96.84 2920 | 1 0.01 96.85 2950 | 1 0.01 96.86 3000 | 1 0.01 96.87 3020 | 1 0.01 96.88 3050 | 1 0.01 96.89 3060 | 1 0.01 96.90 3070 | 1 0.01 96.91 3080 | 2 0.02 96.93 3100 | 3 0.03 96.96 3130 | 1 0.01 96.97 3140 | 2 0.02 96.99 3150 | 1 0.01 97.00 3160 | 1 0.01 97.01 3210 | 2 0.02 97.03 3240 | 1 0.01 97.04 3250 | 1 0.01 97.05 3280 | 1 0.01 97.06 3310 | 1 0.01 97.07 3350 | 1 0.01 97.08 3360 | 1 0.01 97.09 3410 | 1 0.01 97.10 3500 | 1 0.01 97.11 3510 | 1 0.01 97.12 3550 | 1 0.01 97.13 3680 | 2 0.02 97.15 3820 | 1 0.01 97.16 3890 | 1 0.01 97.17 3910 | 1 0.01 97.18 3930 | 1 0.01 97.19 3980 | 1 0.01 97.20 4000 | 1 0.01 97.21 4310 | 1 0.01 97.22 4370 | 1 0.01 97.23 4950 | 1 0.01 97.24 4980 | 1 0.01 97.25 5020 | 1 0.01 97.26 5100 | 1 0.01 97.27 5110 | 1 0.01 97.28 5210 | 1 0.01 97.29 5440 | 1 0.01 97.30 5590 | 1 0.01 97.31 5740 | 1 0.01 97.32 5800 | 1 0.01 97.33 6020 | 1 0.01 97.34 6140 | 1 0.01 97.35 6670 | 1 0.01 97.36 6790 | 1 0.01 97.37 6910 | 1 0.01 97.38 6950 | 1 0.01 97.39 7000 | 1 0.01 97.40 7540 | 1 0.01 97.41 7700 | 1 0.01 97.42 8210 | 1 0.01 97.43 8440 | 1 0.01 97.44 8760 | 1 0.01 97.45 8920 | 1 0.01 97.46 9080 | 1 0.01 97.47 9400 | 1 0.01 97.48 9480 | 1 0.01 97.49 9660 | 1 0.01 97.50 10500 | 1 0.01 97.51 11250 | 1 0.01 97.52 11470 | 1 0.01 97.53 12550 | 1 0.01 97.54 12700 | 1 0.01 97.55 12910 | 1 0.01 97.56 13070 | 1 0.01 97.57 13440 | 1 0.01 97.58 13490 | 1 0.01 97.59 13550 | 2 0.02 97.61 13870 | 1 0.01 97.62 13900 | 1 0.01 97.63 14270 | 1 0.01 97.64 14970 | 1 0.01 97.65 15370 | 1 0.01 97.66 16070 | 1 0.01 97.67 16080 | 1 0.01 97.68 16350 | 1 0.01 97.69 16450 | 1 0.01 97.70 16540 | 1 0.01 97.71 17110 | 1 0.01 97.72 17890 | 1 0.01 97.73 18260 | 1 0.01 97.74 18370 | 1 0.01 97.75 18420 | 1 0.01 97.76 18480 | 1 0.01 97.77 18530 | 1 0.01 97.78 18850 | 1 0.01 97.79 18890 | 1 0.01 97.80 19020 | 1 0.01 97.81 19250 | 1 0.01 97.82 19270 | 1 0.01 97.83 20070 | 1 0.01 97.84 20250 | 1 0.01 97.85 20410 | 2 0.02 97.87 20440 | 1 0.01 97.88 21240 | 1 0.01 97.89 21450 | 1 0.01 97.90 22000 | 1 0.01 97.91 22100 | 1 0.01 97.92 22220 | 1 0.01 97.93 22270 | 1 0.01 97.94 22290 | 1 0.01 97.95 22510 | 1 0.01 97.96 22990 | 1 0.01 97.97 23280 | 1 0.01 97.98 23410 | 1 0.01 97.99 23820 | 1 0.01 98.00 24180 | 1 0.01 98.01 24200 | 1 0.01 98.02 25330 | 1 0.01 98.03 25650 | 1 0.01 98.04 26070 | 1 0.01 98.05 26570 | 1 0.01 98.06 26590 | 1 0.01 98.07 27040 | 2 0.02 98.09 27410 | 1 0.01 98.10 28320 | 1 0.01 98.11 28760 | 1 0.01 98.12 29120 | 1 0.01 98.13 29750 | 1 0.01 98.14 29950 | 1 0.01 98.15 30000 | 1 0.01 98.16 30060 | 1 0.01 98.17 30750 | 1 0.01 98.18 30870 | 1 0.01 98.19 31250 | 1 0.01 98.20 32520 | 1 0.01 98.21 32880 | 1 0.01 98.22 32900 | 1 0.01 98.23 33480 | 1 0.01 98.24 33610 | 1 0.01 98.25 33920 | 1 0.01 98.26 34120 | 1 0.01 98.27 34390 | 1 0.01 98.28 37200 | 1 0.01 98.29 37850 | 1 0.01 98.30 38160 | 1 0.01 98.31 38690 | 1 0.01 98.32 39070 | 1 0.01 98.33 39140 | 1 0.01 98.34 39280 | 1 0.01 98.35 39380 | 1 0.01 98.36 40420 | 1 0.01 98.37 40670 | 1 0.01 98.38 41290 | 1 0.01 98.39 41320 | 1 0.01 98.40 42870 | 1 0.01 98.41 42960 | 1 0.01 98.42 43270 | 1 0.01 98.43 43800 | 1 0.01 98.44 43940 | 1 0.01 98.45 44160 | 1 0.01 98.46 44610 | 1 0.01 98.47 44860 | 1 0.01 98.48 45220 | 1 0.01 98.49 45600 | 1 0.01 98.50 46410 | 1 0.01 98.51 47070 | 1 0.01 98.52 47370 | 1 0.01 98.53 49270 | 1 0.01 98.54 50640 | 1 0.01 98.55 51320 | 1 0.01 98.56 53150 | 1 0.01 98.57 53300 | 1 0.01 98.58 53750 | 1 0.01 98.59 54070 | 1 0.01 98.60 54090 | 1 0.01 98.61 54210 | 1 0.01 98.62 54360 | 1 0.01 98.63 54520 | 1 0.01 98.64 54620 | 1 0.01 98.65 56390 | 1 0.01 98.66 56760 | 1 0.01 98.67 57450 | 1 0.01 98.68 59280 | 1 0.01 98.69 60580 | 1 0.01 98.70 61730 | 1 0.01 98.71 63730 | 1 0.01 98.72 64020 | 1 0.01 98.73 66600 | 1 0.01 98.74 66950 | 1 0.01 98.75 68490 | 1 0.01 98.76 68540 | 1 0.01 98.77 68860 | 1 0.01 98.78 69780 | 1 0.01 98.79 69880 | 1 0.01 98.80 71880 | 1 0.01 98.81 75750 | 1 0.01 98.82 77780 | 1 0.01 98.83 79180 | 1 0.01 98.84 79630 | 1 0.01 98.85 80610 | 1 0.01 98.86 80760 | 1 0.01 98.87 81230 | 1 0.01 98.88 82190 | 1 0.01 98.89 83350 | 1 0.01 98.90 83570 | 1 0.01 98.91 84030 | 1 0.01 98.92 84470 | 1 0.01 98.93 85440 | 1 0.01 98.94 85930 | 1 0.01 98.95 86640 | 1 0.01 98.96 87030 | 1 0.01 98.97 89070 | 1 0.01 98.98 89180 | 1 0.01 98.99 91620 | 1 0.01 99.00 96390 | 1 0.01 99.01 96800 | 1 0.01 99.02 102930 | 1 0.01 99.03 103510 | 1 0.01 99.04 103980 | 1 0.01 99.05 107700 | 1 0.01 99.06 107790 | 1 0.01 99.07 108460 | 1 0.01 99.08 110010 | 1 0.01 99.09 110470 | 1 0.01 99.10 113640 | 1 0.01 99.11 115030 | 1 0.01 99.12 117380 | 1 0.01 99.13 117460 | 1 0.01 99.14 118980 | 1 0.01 99.15 119670 | 1 0.01 99.16 121110 | 1 0.01 99.17 121150 | 1 0.01 99.18 122120 | 1 0.01 99.19 122670 | 1 0.01 99.20 123540 | 1 0.01 99.21 125160 | 1 0.01 99.22 126620 | 1 0.01 99.23 126830 | 1 0.01 99.24 129530 | 1 0.01 99.25 135560 | 1 0.01 99.26 139350 | 1 0.01 99.27 142600 | 1 0.01 99.28 145040 | 1 0.01 99.29 147820 | 1 0.01 99.30 148070 | 1 0.01 99.31 149780 | 1 0.01 99.32 150650 | 1 0.01 99.33 150810 | 1 0.01 99.34 152200 | 1 0.01 99.35 154790 | 1 0.01 99.36 155960 | 1 0.01 99.37 163030 | 1 0.01 99.38 170350 | 1 0.01 99.39 170460 | 1 0.01 99.40 172170 | 1 0.01 99.41 174700 | 1 0.01 99.42 175450 | 1 0.01 99.43 185480 | 1 0.01 99.44 186120 | 1 0.01 99.45 186860 | 1 0.01 99.46 187380 | 1 0.01 99.47 188500 | 1 0.01 99.48 189930 | 1 0.01 99.49 195480 | 1 0.01 99.50 196220 | 1 0.01 99.51 198710 | 1 0.01 99.52 204160 | 1 0.01 99.53 207610 | 1 0.01 99.54 207910 | 1 0.01 99.55 208920 | 1 0.01 99.56 210120 | 1 0.01 99.57 213940 | 1 0.01 99.58 221470 | 1 0.01 99.59 222270 | 1 0.01 99.60 223870 | 1 0.01 99.61 225280 | 1 0.01 99.62 226750 | 1 0.01 99.63 228260 | 1 0.01 99.64 232710 | 1 0.01 99.65 233350 | 1 0.01 99.66 235910 | 1 0.01 99.67 238440 | 1 0.01 99.68 241880 | 1 0.01 99.69 241940 | 1 0.01 99.70 257230 | 1 0.01 99.71 259020 | 1 0.01 99.72 268080 | 1 0.01 99.73 270460 | 1 0.01 99.74 272510 | 1 0.01 99.75 272630 | 1 0.01 99.76 273820 | 1 0.01 99.77 286010 | 1 0.01 99.78 311250 | 1 0.01 99.79 326990 | 1 0.01 99.80 349450 | 1 0.01 99.81 372670 | 1 0.01 99.82 382380 | 1 0.01 99.83 393320 | 1 0.01 99.84 428640 | 1 0.01 99.85 429200 | 1 0.01 99.86 430820 | 1 0.01 99.87 460010 | 1 0.01 99.88 485380 | 1 0.01 99.89 487990 | 1 0.01 99.90 495100 | 1 0.01 99.91 501750 | 1 0.01 99.92 552660 | 1 0.01 99.93 570770 | 1 0.01 99.94 574780 | 1 0.01 99.95 724680 | 1 0.01 99.96 797930 | 1 0.01 99.97 1004430 | 1 0.01 99.98 1037830 | 1 0.01 99.99 1858810 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017