Frequencies for first 10,000 rows of n18425 variable in zipcode2016 dataset : Number of | returns | with State | and local | income | taxes | Schedule | A:5a | Freq. Percent Cum. ------------+----------------------------------- 0 | 2,696 26.96 26.96 20 | 426 4.26 31.22 30 | 774 7.74 38.96 40 | 622 6.22 45.18 50 | 449 4.49 49.67 60 | 336 3.36 53.03 70 | 251 2.51 55.54 80 | 222 2.22 57.76 90 | 220 2.20 59.96 100 | 185 1.85 61.81 110 | 181 1.81 63.62 120 | 140 1.40 65.02 130 | 143 1.43 66.45 140 | 119 1.19 67.64 150 | 113 1.13 68.77 160 | 101 1.01 69.78 170 | 78 0.78 70.56 180 | 90 0.90 71.46 190 | 75 0.75 72.21 200 | 79 0.79 73.00 210 | 70 0.70 73.70 220 | 78 0.78 74.48 230 | 58 0.58 75.06 240 | 47 0.47 75.53 250 | 63 0.63 76.16 260 | 63 0.63 76.79 270 | 54 0.54 77.33 280 | 58 0.58 77.91 290 | 48 0.48 78.39 300 | 48 0.48 78.87 310 | 35 0.35 79.22 320 | 48 0.48 79.70 330 | 40 0.40 80.10 340 | 38 0.38 80.48 350 | 36 0.36 80.84 360 | 40 0.40 81.24 370 | 45 0.45 81.69 380 | 41 0.41 82.10 390 | 42 0.42 82.52 400 | 28 0.28 82.80 410 | 35 0.35 83.15 420 | 28 0.28 83.43 430 | 28 0.28 83.71 440 | 22 0.22 83.93 450 | 29 0.29 84.22 460 | 17 0.17 84.39 470 | 40 0.40 84.79 480 | 30 0.30 85.09 490 | 26 0.26 85.35 500 | 28 0.28 85.63 510 | 26 0.26 85.89 520 | 21 0.21 86.10 530 | 23 0.23 86.33 540 | 18 0.18 86.51 550 | 22 0.22 86.73 560 | 26 0.26 86.99 570 | 17 0.17 87.16 580 | 28 0.28 87.44 590 | 23 0.23 87.67 600 | 17 0.17 87.84 610 | 17 0.17 88.01 620 | 22 0.22 88.23 630 | 24 0.24 88.47 640 | 21 0.21 88.68 650 | 21 0.21 88.89 660 | 18 0.18 89.07 670 | 19 0.19 89.26 680 | 12 0.12 89.38 690 | 16 0.16 89.54 700 | 15 0.15 89.69 710 | 17 0.17 89.86 720 | 23 0.23 90.09 730 | 10 0.10 90.19 740 | 11 0.11 90.30 750 | 14 0.14 90.44 760 | 8 0.08 90.52 770 | 9 0.09 90.61 780 | 13 0.13 90.74 790 | 11 0.11 90.85 800 | 9 0.09 90.94 810 | 15 0.15 91.09 820 | 11 0.11 91.20 830 | 12 0.12 91.32 840 | 9 0.09 91.41 850 | 8 0.08 91.49 860 | 8 0.08 91.57 870 | 11 0.11 91.68 880 | 17 0.17 91.85 890 | 3 0.03 91.88 900 | 6 0.06 91.94 910 | 8 0.08 92.02 920 | 10 0.10 92.12 930 | 4 0.04 92.16 940 | 5 0.05 92.21 950 | 11 0.11 92.32 960 | 5 0.05 92.37 970 | 11 0.11 92.48 980 | 4 0.04 92.52 990 | 4 0.04 92.56 1000 | 8 0.08 92.64 1010 | 5 0.05 92.69 1020 | 4 0.04 92.73 1030 | 8 0.08 92.81 1040 | 6 0.06 92.87 1050 | 10 0.10 92.97 1060 | 5 0.05 93.02 1070 | 9 0.09 93.11 1080 | 7 0.07 93.18 1090 | 6 0.06 93.24 1100 | 3 0.03 93.27 1110 | 6 0.06 93.33 1120 | 4 0.04 93.37 1130 | 6 0.06 93.43 1140 | 5 0.05 93.48 1150 | 8 0.08 93.56 1160 | 8 0.08 93.64 1170 | 7 0.07 93.71 1180 | 7 0.07 93.78 1190 | 6 0.06 93.84 1200 | 6 0.06 93.90 1210 | 5 0.05 93.95 1220 | 6 0.06 94.01 1230 | 5 0.05 94.06 1240 | 7 0.07 94.13 1250 | 2 0.02 94.15 1260 | 2 0.02 94.17 1270 | 8 0.08 94.25 1280 | 4 0.04 94.29 1290 | 5 0.05 94.34 1300 | 3 0.03 94.37 1310 | 3 0.03 94.40 1320 | 8 0.08 94.48 1330 | 6 0.06 94.54 1350 | 2 0.02 94.56 1360 | 3 0.03 94.59 1370 | 5 0.05 94.64 1380 | 1 0.01 94.65 1390 | 7 0.07 94.72 1400 | 3 0.03 94.75 1410 | 6 0.06 94.81 1420 | 2 0.02 94.83 1430 | 4 0.04 94.87 1440 | 4 0.04 94.91 1450 | 3 0.03 94.94 1460 | 5 0.05 94.99 1470 | 1 0.01 95.00 1480 | 4 0.04 95.04 1490 | 3 0.03 95.07 1500 | 3 0.03 95.10 1510 | 2 0.02 95.12 1520 | 1 0.01 95.13 1530 | 3 0.03 95.16 1540 | 5 0.05 95.21 1550 | 4 0.04 95.25 1560 | 4 0.04 95.29 1570 | 1 0.01 95.30 1580 | 3 0.03 95.33 1590 | 7 0.07 95.40 1600 | 2 0.02 95.42 1610 | 2 0.02 95.44 1620 | 2 0.02 95.46 1630 | 2 0.02 95.48 1640 | 4 0.04 95.52 1650 | 3 0.03 95.55 1660 | 3 0.03 95.58 1670 | 1 0.01 95.59 1680 | 5 0.05 95.64 1690 | 3 0.03 95.67 1710 | 2 0.02 95.69 1720 | 2 0.02 95.71 1730 | 5 0.05 95.76 1740 | 2 0.02 95.78 1750 | 1 0.01 95.79 1760 | 2 0.02 95.81 1770 | 2 0.02 95.83 1780 | 1 0.01 95.84 1790 | 4 0.04 95.88 1800 | 1 0.01 95.89 1810 | 1 0.01 95.90 1820 | 1 0.01 95.91 1830 | 2 0.02 95.93 1840 | 1 0.01 95.94 1850 | 2 0.02 95.96 1860 | 2 0.02 95.98 1870 | 1 0.01 95.99 1880 | 4 0.04 96.03 1890 | 1 0.01 96.04 1920 | 2 0.02 96.06 1930 | 2 0.02 96.08 1960 | 1 0.01 96.09 1970 | 1 0.01 96.10 1990 | 2 0.02 96.12 2020 | 1 0.01 96.13 2030 | 2 0.02 96.15 2040 | 1 0.01 96.16 2050 | 1 0.01 96.17 2060 | 1 0.01 96.18 2070 | 2 0.02 96.20 2120 | 2 0.02 96.22 2130 | 1 0.01 96.23 2140 | 6 0.06 96.29 2180 | 1 0.01 96.30 2190 | 3 0.03 96.33 2200 | 1 0.01 96.34 2210 | 2 0.02 96.36 2220 | 2 0.02 96.38 2230 | 2 0.02 96.40 2240 | 1 0.01 96.41 2280 | 2 0.02 96.43 2290 | 1 0.01 96.44 2300 | 2 0.02 96.46 2320 | 3 0.03 96.49 2330 | 1 0.01 96.50 2340 | 1 0.01 96.51 2360 | 1 0.01 96.52 2370 | 1 0.01 96.53 2390 | 2 0.02 96.55 2400 | 2 0.02 96.57 2410 | 1 0.01 96.58 2420 | 1 0.01 96.59 2440 | 1 0.01 96.60 2460 | 1 0.01 96.61 2480 | 1 0.01 96.62 2490 | 1 0.01 96.63 2500 | 1 0.01 96.64 2510 | 2 0.02 96.66 2520 | 1 0.01 96.67 2540 | 1 0.01 96.68 2550 | 1 0.01 96.69 2560 | 2 0.02 96.71 2570 | 1 0.01 96.72 2580 | 2 0.02 96.74 2630 | 1 0.01 96.75 2650 | 1 0.01 96.76 2670 | 1 0.01 96.77 2700 | 2 0.02 96.79 2720 | 1 0.01 96.80 2750 | 2 0.02 96.82 2800 | 2 0.02 96.84 2810 | 1 0.01 96.85 2830 | 3 0.03 96.88 2980 | 2 0.02 96.90 2990 | 1 0.01 96.91 3000 | 1 0.01 96.92 3020 | 1 0.01 96.93 3050 | 1 0.01 96.94 3100 | 1 0.01 96.95 3110 | 1 0.01 96.96 3120 | 1 0.01 96.97 3130 | 1 0.01 96.98 3150 | 1 0.01 96.99 3180 | 2 0.02 97.01 3190 | 1 0.01 97.02 3220 | 1 0.01 97.03 3240 | 1 0.01 97.04 3260 | 1 0.01 97.05 3270 | 1 0.01 97.06 3290 | 1 0.01 97.07 3300 | 1 0.01 97.08 3310 | 2 0.02 97.10 3370 | 2 0.02 97.12 3390 | 1 0.01 97.13 3460 | 1 0.01 97.14 3560 | 1 0.01 97.15 3770 | 1 0.01 97.16 3880 | 1 0.01 97.17 3990 | 1 0.01 97.18 4380 | 1 0.01 97.19 4410 | 1 0.01 97.20 4500 | 1 0.01 97.21 4600 | 1 0.01 97.22 5000 | 1 0.01 97.23 5020 | 1 0.01 97.24 5040 | 1 0.01 97.25 5090 | 1 0.01 97.26 5150 | 1 0.01 97.27 5410 | 1 0.01 97.28 5430 | 2 0.02 97.30 5530 | 1 0.01 97.31 5640 | 1 0.01 97.32 5660 | 1 0.01 97.33 6480 | 1 0.01 97.34 6560 | 1 0.01 97.35 7160 | 1 0.01 97.36 7270 | 1 0.01 97.37 7520 | 1 0.01 97.38 7530 | 1 0.01 97.39 7660 | 1 0.01 97.40 7730 | 1 0.01 97.41 8030 | 1 0.01 97.42 8210 | 1 0.01 97.43 8540 | 1 0.01 97.44 8920 | 1 0.01 97.45 9150 | 1 0.01 97.46 9190 | 1 0.01 97.47 9380 | 1 0.01 97.48 10010 | 1 0.01 97.49 10920 | 1 0.01 97.50 10930 | 1 0.01 97.51 11520 | 1 0.01 97.52 12840 | 1 0.01 97.53 12970 | 2 0.02 97.55 13290 | 1 0.01 97.56 13520 | 1 0.01 97.57 13550 | 1 0.01 97.58 13700 | 1 0.01 97.59 13910 | 1 0.01 97.60 13930 | 1 0.01 97.61 14140 | 1 0.01 97.62 15370 | 1 0.01 97.63 16500 | 1 0.01 97.64 16720 | 1 0.01 97.65 17290 | 1 0.01 97.66 17460 | 1 0.01 97.67 17530 | 1 0.01 97.68 17680 | 1 0.01 97.69 17970 | 1 0.01 97.70 18170 | 1 0.01 97.71 18190 | 1 0.01 97.72 18450 | 1 0.01 97.73 18460 | 1 0.01 97.74 18590 | 1 0.01 97.75 18720 | 1 0.01 97.76 18760 | 1 0.01 97.77 19150 | 1 0.01 97.78 19290 | 1 0.01 97.79 19340 | 1 0.01 97.80 20060 | 1 0.01 97.81 20080 | 1 0.01 97.82 20250 | 1 0.01 97.83 20490 | 1 0.01 97.84 20520 | 1 0.01 97.85 21280 | 1 0.01 97.86 21430 | 1 0.01 97.87 21490 | 1 0.01 97.88 21510 | 1 0.01 97.89 21890 | 1 0.01 97.90 22210 | 1 0.01 97.91 22290 | 1 0.01 97.92 22950 | 1 0.01 97.93 23230 | 1 0.01 97.94 23490 | 1 0.01 97.95 23530 | 1 0.01 97.96 23660 | 1 0.01 97.97 23990 | 1 0.01 97.98 24580 | 1 0.01 97.99 24590 | 1 0.01 98.00 25120 | 1 0.01 98.01 25720 | 1 0.01 98.02 25930 | 1 0.01 98.03 25970 | 1 0.01 98.04 26170 | 1 0.01 98.05 26790 | 1 0.01 98.06 27080 | 1 0.01 98.07 27280 | 1 0.01 98.08 27800 | 1 0.01 98.09 28160 | 1 0.01 98.10 28490 | 1 0.01 98.11 29040 | 1 0.01 98.12 29380 | 1 0.01 98.13 29960 | 1 0.01 98.14 30320 | 1 0.01 98.15 30350 | 1 0.01 98.16 30900 | 1 0.01 98.17 31140 | 1 0.01 98.18 31510 | 1 0.01 98.19 32010 | 1 0.01 98.20 32280 | 1 0.01 98.21 32420 | 1 0.01 98.22 32560 | 1 0.01 98.23 33080 | 1 0.01 98.24 33910 | 1 0.01 98.25 34370 | 1 0.01 98.26 34780 | 1 0.01 98.27 34850 | 1 0.01 98.28 37800 | 1 0.01 98.29 38110 | 1 0.01 98.30 38200 | 1 0.01 98.31 39170 | 1 0.01 98.32 39910 | 1 0.01 98.33 40090 | 1 0.01 98.34 40150 | 1 0.01 98.35 40570 | 1 0.01 98.36 41410 | 1 0.01 98.37 41460 | 1 0.01 98.38 41640 | 1 0.01 98.39 42470 | 1 0.01 98.40 42720 | 1 0.01 98.41 43070 | 1 0.01 98.42 43210 | 1 0.01 98.43 43270 | 1 0.01 98.44 43810 | 1 0.01 98.45 44430 | 1 0.01 98.46 44750 | 1 0.01 98.47 44910 | 1 0.01 98.48 45770 | 1 0.01 98.49 46270 | 1 0.01 98.50 46470 | 1 0.01 98.51 48940 | 1 0.01 98.52 50650 | 1 0.01 98.53 50680 | 1 0.01 98.54 50700 | 1 0.01 98.55 50710 | 1 0.01 98.56 53200 | 1 0.01 98.57 53580 | 1 0.01 98.58 54170 | 1 0.01 98.59 54540 | 1 0.01 98.60 54550 | 1 0.01 98.61 54560 | 1 0.01 98.62 54960 | 1 0.01 98.63 54970 | 1 0.01 98.64 56730 | 1 0.01 98.65 57220 | 1 0.01 98.66 58060 | 1 0.01 98.67 58350 | 1 0.01 98.68 58520 | 1 0.01 98.69 63620 | 1 0.01 98.70 63760 | 1 0.01 98.71 64300 | 1 0.01 98.72 65210 | 1 0.01 98.73 67000 | 1 0.01 98.74 67360 | 1 0.01 98.75 67600 | 1 0.01 98.76 69100 | 1 0.01 98.77 69880 | 1 0.01 98.78 70750 | 1 0.01 98.79 72240 | 1 0.01 98.80 74730 | 1 0.01 98.81 74980 | 1 0.01 98.82 77370 | 1 0.01 98.83 79540 | 1 0.01 98.84 80760 | 1 0.01 98.85 80920 | 1 0.01 98.86 81720 | 1 0.01 98.87 82200 | 1 0.01 98.88 82500 | 1 0.01 98.89 84440 | 1 0.01 98.90 84560 | 1 0.01 98.91 85210 | 1 0.01 98.92 85680 | 1 0.01 98.93 86810 | 1 0.01 98.94 87690 | 1 0.01 98.95 88390 | 1 0.01 98.96 88850 | 1 0.01 98.97 89280 | 1 0.01 98.98 90670 | 1 0.01 98.99 96530 | 1 0.01 99.00 96560 | 1 0.01 99.01 98490 | 1 0.01 99.02 102960 | 1 0.01 99.03 105670 | 1 0.01 99.04 105830 | 1 0.01 99.05 107500 | 1 0.01 99.06 108090 | 1 0.01 99.07 108680 | 1 0.01 99.08 110090 | 1 0.01 99.09 110470 | 1 0.01 99.10 112170 | 1 0.01 99.11 113820 | 1 0.01 99.12 116470 | 1 0.01 99.13 117150 | 1 0.01 99.14 120540 | 1 0.01 99.15 120800 | 1 0.01 99.16 121040 | 1 0.01 99.17 123140 | 1 0.01 99.18 123480 | 1 0.01 99.19 123510 | 1 0.01 99.20 125280 | 1 0.01 99.21 126620 | 1 0.01 99.22 130940 | 1 0.01 99.23 131500 | 1 0.01 99.24 136940 | 1 0.01 99.25 137690 | 1 0.01 99.26 142200 | 1 0.01 99.27 147350 | 1 0.01 99.28 147560 | 1 0.01 99.29 148850 | 1 0.01 99.30 150270 | 1 0.01 99.31 151880 | 1 0.01 99.32 152930 | 1 0.01 99.33 153210 | 1 0.01 99.34 157470 | 1 0.01 99.35 159820 | 1 0.01 99.36 161300 | 1 0.01 99.37 168780 | 1 0.01 99.38 171300 | 1 0.01 99.39 174440 | 1 0.01 99.40 175240 | 1 0.01 99.41 176300 | 1 0.01 99.42 180140 | 1 0.01 99.43 180980 | 1 0.01 99.44 184890 | 1 0.01 99.45 184990 | 1 0.01 99.46 185870 | 1 0.01 99.47 187290 | 1 0.01 99.48 189490 | 1 0.01 99.49 196800 | 1 0.01 99.50 197300 | 1 0.01 99.51 197420 | 1 0.01 99.52 206490 | 1 0.01 99.53 209650 | 1 0.01 99.54 211800 | 1 0.01 99.55 214640 | 1 0.01 99.56 215820 | 1 0.01 99.57 216590 | 1 0.01 99.58 222610 | 1 0.01 99.59 226670 | 1 0.01 99.60 227390 | 1 0.01 99.61 227840 | 1 0.01 99.62 230070 | 1 0.01 99.63 231300 | 1 0.01 99.64 231440 | 1 0.01 99.65 236090 | 1 0.01 99.66 238910 | 1 0.01 99.67 241510 | 1 0.01 99.68 241780 | 1 0.01 99.69 242250 | 1 0.01 99.70 247810 | 1 0.01 99.71 255900 | 1 0.01 99.72 260900 | 1 0.01 99.73 268880 | 1 0.01 99.74 269670 | 1 0.01 99.75 275300 | 1 0.01 99.76 281510 | 1 0.01 99.77 294100 | 1 0.01 99.78 321740 | 1 0.01 99.79 336050 | 1 0.01 99.80 344110 | 1 0.01 99.81 386390 | 1 0.01 99.82 389220 | 1 0.01 99.83 401630 | 1 0.01 99.84 431940 | 1 0.01 99.85 432140 | 1 0.01 99.86 432580 | 1 0.01 99.87 457620 | 1 0.01 99.88 486040 | 1 0.01 99.89 492790 | 1 0.01 99.90 496140 | 1 0.01 99.91 513060 | 1 0.01 99.92 554280 | 1 0.01 99.93 561660 | 1 0.01 99.94 576830 | 1 0.01 99.95 722290 | 1 0.01 99.96 807070 | 1 0.01 99.97 1006000 | 1 0.01 99.98 1093190 | 1 0.01 99.99 1915800 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018