Frequencies for first 10,000 rows of n59720 variable in zipcode2016 dataset : Number of | returns | with excess | earned | income | credit | 1040:66a / | 1040A:42a / | 1040EZ | Freq. Percent Cum. ------------+----------------------------------- 0 | 7,259 72.59 72.59 20 | 148 1.48 74.07 30 | 235 2.35 76.42 40 | 223 2.23 78.65 50 | 202 2.02 80.67 60 | 194 1.94 82.61 70 | 151 1.51 84.12 80 | 95 0.95 85.07 90 | 101 1.01 86.08 100 | 88 0.88 86.96 110 | 73 0.73 87.69 120 | 64 0.64 88.33 130 | 61 0.61 88.94 140 | 46 0.46 89.40 150 | 60 0.60 90.00 160 | 45 0.45 90.45 170 | 35 0.35 90.80 180 | 36 0.36 91.16 190 | 31 0.31 91.47 200 | 24 0.24 91.71 210 | 26 0.26 91.97 220 | 30 0.30 92.27 230 | 23 0.23 92.50 240 | 21 0.21 92.71 250 | 17 0.17 92.88 260 | 20 0.20 93.08 270 | 21 0.21 93.29 280 | 20 0.20 93.49 290 | 15 0.15 93.64 300 | 19 0.19 93.83 310 | 9 0.09 93.92 320 | 12 0.12 94.04 330 | 12 0.12 94.16 340 | 11 0.11 94.27 350 | 10 0.10 94.37 360 | 10 0.10 94.47 370 | 8 0.08 94.55 380 | 12 0.12 94.67 390 | 13 0.13 94.80 400 | 12 0.12 94.92 410 | 10 0.10 95.02 420 | 7 0.07 95.09 430 | 15 0.15 95.24 440 | 11 0.11 95.35 450 | 7 0.07 95.42 460 | 10 0.10 95.52 470 | 5 0.05 95.57 480 | 5 0.05 95.62 490 | 10 0.10 95.72 500 | 4 0.04 95.76 510 | 4 0.04 95.80 520 | 11 0.11 95.91 530 | 5 0.05 95.96 540 | 4 0.04 96.00 550 | 5 0.05 96.05 560 | 6 0.06 96.11 570 | 7 0.07 96.18 580 | 7 0.07 96.25 590 | 3 0.03 96.28 600 | 2 0.02 96.30 610 | 3 0.03 96.33 620 | 5 0.05 96.38 630 | 4 0.04 96.42 640 | 4 0.04 96.46 650 | 6 0.06 96.52 660 | 4 0.04 96.56 670 | 3 0.03 96.59 680 | 6 0.06 96.65 700 | 2 0.02 96.67 710 | 5 0.05 96.72 720 | 2 0.02 96.74 730 | 3 0.03 96.77 740 | 3 0.03 96.80 750 | 4 0.04 96.84 760 | 1 0.01 96.85 770 | 3 0.03 96.88 780 | 3 0.03 96.91 790 | 6 0.06 96.97 800 | 1 0.01 96.98 810 | 2 0.02 97.00 820 | 1 0.01 97.01 830 | 3 0.03 97.04 840 | 3 0.03 97.07 850 | 6 0.06 97.13 860 | 1 0.01 97.14 870 | 1 0.01 97.15 890 | 3 0.03 97.18 900 | 3 0.03 97.21 910 | 4 0.04 97.25 920 | 3 0.03 97.28 930 | 1 0.01 97.29 950 | 4 0.04 97.33 960 | 4 0.04 97.37 970 | 2 0.02 97.39 980 | 3 0.03 97.42 990 | 2 0.02 97.44 1000 | 1 0.01 97.45 1020 | 1 0.01 97.46 1030 | 5 0.05 97.51 1040 | 3 0.03 97.54 1050 | 2 0.02 97.56 1060 | 1 0.01 97.57 1070 | 3 0.03 97.60 1080 | 1 0.01 97.61 1090 | 2 0.02 97.63 1100 | 1 0.01 97.64 1110 | 2 0.02 97.66 1120 | 2 0.02 97.68 1130 | 4 0.04 97.72 1150 | 2 0.02 97.74 1160 | 1 0.01 97.75 1170 | 3 0.03 97.78 1190 | 2 0.02 97.80 1200 | 3 0.03 97.83 1210 | 1 0.01 97.84 1220 | 3 0.03 97.87 1230 | 1 0.01 97.88 1240 | 3 0.03 97.91 1250 | 2 0.02 97.93 1260 | 2 0.02 97.95 1270 | 1 0.01 97.96 1290 | 2 0.02 97.98 1300 | 2 0.02 98.00 1310 | 1 0.01 98.01 1320 | 1 0.01 98.02 1340 | 1 0.01 98.03 1350 | 1 0.01 98.04 1380 | 3 0.03 98.07 1390 | 2 0.02 98.09 1420 | 2 0.02 98.11 1430 | 2 0.02 98.13 1470 | 1 0.01 98.14 1480 | 1 0.01 98.15 1490 | 1 0.01 98.16 1500 | 1 0.01 98.17 1510 | 3 0.03 98.20 1540 | 2 0.02 98.22 1550 | 1 0.01 98.23 1580 | 2 0.02 98.25 1610 | 1 0.01 98.26 1630 | 2 0.02 98.28 1640 | 2 0.02 98.30 1660 | 1 0.01 98.31 1670 | 2 0.02 98.33 1720 | 1 0.01 98.34 1730 | 1 0.01 98.35 1740 | 1 0.01 98.36 1760 | 1 0.01 98.37 1790 | 1 0.01 98.38 1800 | 2 0.02 98.40 1840 | 1 0.01 98.41 1850 | 1 0.01 98.42 1900 | 1 0.01 98.43 1910 | 1 0.01 98.44 1920 | 2 0.02 98.46 1930 | 1 0.01 98.47 1950 | 1 0.01 98.48 1970 | 1 0.01 98.49 2020 | 2 0.02 98.51 2040 | 1 0.01 98.52 2070 | 1 0.01 98.53 2080 | 1 0.01 98.54 2090 | 2 0.02 98.56 2120 | 1 0.01 98.57 2130 | 1 0.01 98.58 2140 | 1 0.01 98.59 2150 | 1 0.01 98.60 2220 | 1 0.01 98.61 2230 | 2 0.02 98.63 2310 | 1 0.01 98.64 2340 | 1 0.01 98.65 2360 | 1 0.01 98.66 2390 | 1 0.01 98.67 2430 | 1 0.01 98.68 2440 | 1 0.01 98.69 2460 | 1 0.01 98.70 2470 | 3 0.03 98.73 2520 | 1 0.01 98.74 2540 | 1 0.01 98.75 2550 | 1 0.01 98.76 2600 | 2 0.02 98.78 2680 | 1 0.01 98.79 2780 | 1 0.01 98.80 2810 | 1 0.01 98.81 2910 | 1 0.01 98.82 3010 | 2 0.02 98.84 3180 | 1 0.01 98.85 3220 | 1 0.01 98.86 3260 | 2 0.02 98.88 3300 | 1 0.01 98.89 3420 | 1 0.01 98.90 3800 | 1 0.01 98.91 3950 | 1 0.01 98.92 4020 | 1 0.01 98.93 4030 | 1 0.01 98.94 4050 | 1 0.01 98.95 4500 | 1 0.01 98.96 4800 | 1 0.01 98.97 5620 | 1 0.01 98.98 9020 | 1 0.01 98.99 9480 | 1 0.01 99.00 11000 | 1 0.01 99.01 11850 | 1 0.01 99.02 13640 | 1 0.01 99.03 15930 | 1 0.01 99.04 17690 | 1 0.01 99.05 18290 | 1 0.01 99.06 19260 | 1 0.01 99.07 19580 | 1 0.01 99.08 22000 | 1 0.01 99.09 23020 | 1 0.01 99.10 23670 | 1 0.01 99.11 25370 | 1 0.01 99.12 27730 | 1 0.01 99.13 30590 | 1 0.01 99.14 32610 | 1 0.01 99.15 34640 | 1 0.01 99.16 35410 | 1 0.01 99.17 37250 | 1 0.01 99.18 39880 | 1 0.01 99.19 43530 | 1 0.01 99.20 46200 | 1 0.01 99.21 46480 | 1 0.01 99.22 51580 | 1 0.01 99.23 52190 | 1 0.01 99.24 52740 | 1 0.01 99.25 54110 | 1 0.01 99.26 55020 | 1 0.01 99.27 58530 | 1 0.01 99.28 58680 | 1 0.01 99.29 63900 | 1 0.01 99.30 71180 | 1 0.01 99.31 72020 | 1 0.01 99.32 72310 | 1 0.01 99.33 73470 | 1 0.01 99.34 73480 | 1 0.01 99.35 85230 | 1 0.01 99.36 92290 | 1 0.01 99.37 93810 | 1 0.01 99.38 93870 | 1 0.01 99.39 94890 | 1 0.01 99.40 95010 | 1 0.01 99.41 95440 | 1 0.01 99.42 100510 | 1 0.01 99.43 102800 | 1 0.01 99.44 106990 | 1 0.01 99.45 109490 | 1 0.01 99.46 115640 | 1 0.01 99.47 118110 | 1 0.01 99.48 118940 | 1 0.01 99.49 119710 | 1 0.01 99.50 124570 | 1 0.01 99.51 127500 | 1 0.01 99.52 135100 | 1 0.01 99.53 136940 | 1 0.01 99.54 140580 | 1 0.01 99.55 142600 | 1 0.01 99.56 152430 | 1 0.01 99.57 153470 | 1 0.01 99.58 154930 | 1 0.01 99.59 162650 | 1 0.01 99.60 164360 | 1 0.01 99.61 181640 | 1 0.01 99.62 191120 | 1 0.01 99.63 191250 | 1 0.01 99.64 203650 | 1 0.01 99.65 204680 | 1 0.01 99.66 226240 | 1 0.01 99.67 226470 | 1 0.01 99.68 226520 | 1 0.01 99.69 229920 | 1 0.01 99.70 231550 | 1 0.01 99.71 237780 | 1 0.01 99.72 247610 | 1 0.01 99.73 249740 | 1 0.01 99.74 252100 | 1 0.01 99.75 252260 | 1 0.01 99.76 256690 | 1 0.01 99.77 310180 | 1 0.01 99.78 316560 | 1 0.01 99.79 330940 | 1 0.01 99.80 333760 | 1 0.01 99.81 351670 | 1 0.01 99.82 354340 | 1 0.01 99.83 356210 | 1 0.01 99.84 369790 | 1 0.01 99.85 370100 | 1 0.01 99.86 405930 | 1 0.01 99.87 464730 | 1 0.01 99.88 505000 | 1 0.01 99.89 578530 | 1 0.01 99.90 583550 | 1 0.01 99.91 594190 | 1 0.01 99.92 624230 | 1 0.01 99.93 681900 | 1 0.01 99.94 717080 | 1 0.01 99.95 754970 | 1 0.01 99.96 1096870 | 1 0.01 99.97 1360290 | 1 0.01 99.98 1666170 | 1 0.01 99.99 1760170 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 21 Sep 2018