Frequencies for first 10,000 rows of n00700 variable in zipcode2015 dataset : Number of | returns | with state | and local | income tax | refunds | 1040:10 | Freq. Percent Cum. ------------+----------------------------------- 0 | 3,354 33.54 33.54 20 | 431 4.31 37.85 30 | 683 6.83 44.68 40 | 582 5.82 50.50 50 | 430 4.30 54.80 60 | 379 3.79 58.59 70 | 282 2.82 61.41 80 | 245 2.45 63.86 90 | 225 2.25 66.11 100 | 190 1.90 68.01 110 | 144 1.44 69.45 120 | 134 1.34 70.79 130 | 121 1.21 72.00 140 | 124 1.24 73.24 150 | 108 1.08 74.32 160 | 119 1.19 75.51 170 | 84 0.84 76.35 180 | 88 0.88 77.23 190 | 76 0.76 77.99 200 | 75 0.75 78.74 210 | 80 0.80 79.54 220 | 56 0.56 80.10 230 | 60 0.60 80.70 240 | 70 0.70 81.40 250 | 64 0.64 82.04 260 | 49 0.49 82.53 270 | 58 0.58 83.11 280 | 51 0.51 83.62 290 | 41 0.41 84.03 300 | 48 0.48 84.51 310 | 41 0.41 84.92 320 | 58 0.58 85.50 330 | 41 0.41 85.91 340 | 27 0.27 86.18 350 | 28 0.28 86.46 360 | 35 0.35 86.81 370 | 39 0.39 87.20 380 | 28 0.28 87.48 390 | 38 0.38 87.86 400 | 23 0.23 88.09 410 | 33 0.33 88.42 420 | 30 0.30 88.72 430 | 33 0.33 89.05 440 | 23 0.23 89.28 450 | 24 0.24 89.52 460 | 29 0.29 89.81 470 | 18 0.18 89.99 480 | 22 0.22 90.21 490 | 20 0.20 90.41 500 | 17 0.17 90.58 510 | 21 0.21 90.79 520 | 20 0.20 90.99 530 | 24 0.24 91.23 540 | 11 0.11 91.34 550 | 22 0.22 91.56 560 | 20 0.20 91.76 570 | 15 0.15 91.91 580 | 12 0.12 92.03 590 | 15 0.15 92.18 600 | 10 0.10 92.28 610 | 8 0.08 92.36 620 | 18 0.18 92.54 630 | 12 0.12 92.66 640 | 8 0.08 92.74 650 | 8 0.08 92.82 660 | 20 0.20 93.02 670 | 11 0.11 93.13 680 | 14 0.14 93.27 690 | 18 0.18 93.45 700 | 8 0.08 93.53 710 | 10 0.10 93.63 720 | 7 0.07 93.70 730 | 9 0.09 93.79 740 | 7 0.07 93.86 750 | 9 0.09 93.95 760 | 11 0.11 94.06 770 | 8 0.08 94.14 780 | 12 0.12 94.26 790 | 8 0.08 94.34 800 | 4 0.04 94.38 810 | 4 0.04 94.42 820 | 4 0.04 94.46 830 | 9 0.09 94.55 840 | 8 0.08 94.63 850 | 8 0.08 94.71 860 | 10 0.10 94.81 870 | 6 0.06 94.87 880 | 7 0.07 94.94 890 | 7 0.07 95.01 900 | 7 0.07 95.08 910 | 4 0.04 95.12 920 | 1 0.01 95.13 930 | 9 0.09 95.22 940 | 8 0.08 95.30 950 | 7 0.07 95.37 960 | 7 0.07 95.44 970 | 3 0.03 95.47 980 | 2 0.02 95.49 990 | 3 0.03 95.52 1000 | 5 0.05 95.57 1010 | 6 0.06 95.63 1020 | 9 0.09 95.72 1030 | 3 0.03 95.75 1040 | 5 0.05 95.80 1050 | 10 0.10 95.90 1060 | 6 0.06 95.96 1070 | 3 0.03 95.99 1080 | 6 0.06 96.05 1090 | 1 0.01 96.06 1100 | 3 0.03 96.09 1110 | 1 0.01 96.10 1120 | 2 0.02 96.12 1130 | 2 0.02 96.14 1140 | 1 0.01 96.15 1150 | 2 0.02 96.17 1160 | 1 0.01 96.18 1170 | 2 0.02 96.20 1180 | 5 0.05 96.25 1190 | 3 0.03 96.28 1200 | 1 0.01 96.29 1210 | 1 0.01 96.30 1220 | 3 0.03 96.33 1230 | 2 0.02 96.35 1240 | 1 0.01 96.36 1250 | 2 0.02 96.38 1260 | 1 0.01 96.39 1280 | 2 0.02 96.41 1310 | 1 0.01 96.42 1320 | 1 0.01 96.43 1330 | 1 0.01 96.44 1340 | 3 0.03 96.47 1370 | 4 0.04 96.51 1380 | 1 0.01 96.52 1390 | 3 0.03 96.55 1410 | 1 0.01 96.56 1420 | 3 0.03 96.59 1440 | 1 0.01 96.60 1450 | 1 0.01 96.61 1480 | 2 0.02 96.63 1490 | 3 0.03 96.66 1500 | 1 0.01 96.67 1510 | 2 0.02 96.69 1520 | 2 0.02 96.71 1530 | 1 0.01 96.72 1540 | 1 0.01 96.73 1550 | 3 0.03 96.76 1580 | 1 0.01 96.77 1590 | 4 0.04 96.81 1610 | 1 0.01 96.82 1620 | 1 0.01 96.83 1640 | 1 0.01 96.84 1670 | 1 0.01 96.85 1680 | 1 0.01 96.86 1700 | 3 0.03 96.89 1740 | 1 0.01 96.90 1750 | 1 0.01 96.91 1770 | 1 0.01 96.92 1790 | 1 0.01 96.93 1820 | 1 0.01 96.94 1830 | 1 0.01 96.95 1840 | 1 0.01 96.96 1860 | 2 0.02 96.98 1880 | 1 0.01 96.99 1910 | 1 0.01 97.00 1940 | 1 0.01 97.01 1960 | 1 0.01 97.02 1980 | 1 0.01 97.03 1990 | 2 0.02 97.05 2030 | 1 0.01 97.06 2050 | 1 0.01 97.07 2080 | 1 0.01 97.08 2100 | 1 0.01 97.09 2160 | 1 0.01 97.10 2240 | 1 0.01 97.11 2250 | 1 0.01 97.12 2280 | 1 0.01 97.13 2340 | 2 0.02 97.15 2380 | 1 0.01 97.16 2400 | 1 0.01 97.17 2530 | 1 0.01 97.18 2630 | 1 0.01 97.19 2670 | 1 0.01 97.20 2730 | 1 0.01 97.21 2800 | 1 0.01 97.22 2890 | 1 0.01 97.23 3240 | 1 0.01 97.24 3270 | 1 0.01 97.25 3280 | 1 0.01 97.26 3360 | 1 0.01 97.27 3440 | 1 0.01 97.28 3470 | 1 0.01 97.29 3520 | 1 0.01 97.30 3540 | 1 0.01 97.31 3580 | 1 0.01 97.32 3980 | 1 0.01 97.33 4000 | 3 0.03 97.36 4320 | 1 0.01 97.37 4410 | 1 0.01 97.38 4460 | 1 0.01 97.39 4500 | 1 0.01 97.40 4560 | 1 0.01 97.41 4570 | 1 0.01 97.42 4720 | 1 0.01 97.43 4750 | 1 0.01 97.44 5030 | 1 0.01 97.45 5110 | 1 0.01 97.46 5270 | 1 0.01 97.47 5290 | 1 0.01 97.48 5590 | 1 0.01 97.49 5630 | 1 0.01 97.50 6020 | 1 0.01 97.51 6280 | 1 0.01 97.52 6630 | 1 0.01 97.53 7010 | 1 0.01 97.54 7130 | 1 0.01 97.55 7440 | 1 0.01 97.56 7460 | 1 0.01 97.57 7600 | 1 0.01 97.58 7850 | 1 0.01 97.59 7980 | 1 0.01 97.60 8250 | 1 0.01 97.61 8370 | 1 0.01 97.62 8420 | 1 0.01 97.63 8480 | 1 0.01 97.64 8570 | 1 0.01 97.65 8720 | 1 0.01 97.66 8730 | 1 0.01 97.67 8840 | 1 0.01 97.68 8900 | 1 0.01 97.69 9020 | 1 0.01 97.70 9130 | 1 0.01 97.71 9390 | 1 0.01 97.72 9600 | 1 0.01 97.73 9610 | 1 0.01 97.74 9820 | 1 0.01 97.75 10710 | 1 0.01 97.76 10800 | 1 0.01 97.77 10920 | 1 0.01 97.78 10940 | 1 0.01 97.79 11000 | 1 0.01 97.80 11240 | 1 0.01 97.81 11370 | 1 0.01 97.82 11650 | 1 0.01 97.83 11960 | 1 0.01 97.84 12030 | 1 0.01 97.85 12050 | 1 0.01 97.86 12090 | 1 0.01 97.87 12120 | 1 0.01 97.88 12300 | 1 0.01 97.89 13080 | 1 0.01 97.90 13150 | 1 0.01 97.91 13430 | 1 0.01 97.92 13540 | 1 0.01 97.93 13640 | 1 0.01 97.94 13780 | 1 0.01 97.95 14050 | 1 0.01 97.96 14320 | 1 0.01 97.97 14330 | 1 0.01 97.98 14510 | 1 0.01 97.99 14660 | 1 0.01 98.00 15680 | 1 0.01 98.01 15850 | 1 0.01 98.02 16030 | 1 0.01 98.03 16230 | 1 0.01 98.04 16530 | 1 0.01 98.05 16630 | 1 0.01 98.06 16640 | 1 0.01 98.07 16790 | 1 0.01 98.08 16800 | 1 0.01 98.09 17170 | 1 0.01 98.10 17240 | 1 0.01 98.11 17370 | 1 0.01 98.12 17430 | 1 0.01 98.13 17730 | 1 0.01 98.14 18120 | 1 0.01 98.15 18750 | 1 0.01 98.16 19090 | 1 0.01 98.17 19270 | 1 0.01 98.18 19290 | 1 0.01 98.19 19490 | 1 0.01 98.20 19790 | 1 0.01 98.21 20060 | 1 0.01 98.22 20180 | 1 0.01 98.23 20200 | 1 0.01 98.24 20910 | 1 0.01 98.25 21410 | 1 0.01 98.26 21750 | 1 0.01 98.27 22060 | 1 0.01 98.28 22250 | 1 0.01 98.29 22640 | 1 0.01 98.30 22860 | 1 0.01 98.31 23020 | 1 0.01 98.32 23620 | 1 0.01 98.33 23780 | 1 0.01 98.34 24070 | 1 0.01 98.35 24100 | 1 0.01 98.36 24320 | 1 0.01 98.37 25010 | 1 0.01 98.38 25200 | 1 0.01 98.39 25650 | 1 0.01 98.40 25800 | 1 0.01 98.41 25930 | 1 0.01 98.42 25950 | 1 0.01 98.43 26580 | 1 0.01 98.44 26860 | 1 0.01 98.45 27270 | 1 0.01 98.46 27630 | 1 0.01 98.47 27800 | 1 0.01 98.48 27810 | 2 0.02 98.50 27970 | 1 0.01 98.51 28740 | 1 0.01 98.52 29140 | 1 0.01 98.53 29350 | 1 0.01 98.54 29520 | 1 0.01 98.55 29810 | 1 0.01 98.56 30650 | 2 0.02 98.58 31580 | 2 0.02 98.60 32380 | 1 0.01 98.61 32560 | 1 0.01 98.62 32710 | 1 0.01 98.63 33750 | 1 0.01 98.64 34110 | 1 0.01 98.65 34420 | 1 0.01 98.66 34680 | 1 0.01 98.67 35210 | 1 0.01 98.68 35490 | 1 0.01 98.69 37480 | 1 0.01 98.70 37810 | 1 0.01 98.71 38790 | 1 0.01 98.72 39270 | 1 0.01 98.73 39540 | 1 0.01 98.74 39910 | 1 0.01 98.75 40130 | 1 0.01 98.76 42240 | 1 0.01 98.77 42620 | 1 0.01 98.78 43700 | 1 0.01 98.79 44160 | 1 0.01 98.80 44420 | 1 0.01 98.81 44910 | 1 0.01 98.82 44920 | 1 0.01 98.83 46050 | 1 0.01 98.84 47180 | 1 0.01 98.85 48030 | 1 0.01 98.86 48370 | 1 0.01 98.87 49520 | 1 0.01 98.88 50490 | 1 0.01 98.89 51320 | 1 0.01 98.90 51390 | 1 0.01 98.91 52750 | 1 0.01 98.92 54490 | 1 0.01 98.93 55300 | 1 0.01 98.94 55650 | 1 0.01 98.95 56170 | 1 0.01 98.96 56290 | 1 0.01 98.97 57120 | 1 0.01 98.98 57240 | 1 0.01 98.99 59520 | 1 0.01 99.00 59780 | 1 0.01 99.01 60010 | 1 0.01 99.02 60450 | 1 0.01 99.03 60670 | 1 0.01 99.04 60710 | 1 0.01 99.05 61050 | 1 0.01 99.06 61290 | 1 0.01 99.07 61560 | 1 0.01 99.08 63600 | 1 0.01 99.09 64960 | 1 0.01 99.10 65090 | 1 0.01 99.11 65850 | 1 0.01 99.12 65950 | 1 0.01 99.13 66610 | 1 0.01 99.14 70430 | 1 0.01 99.15 73330 | 1 0.01 99.16 73740 | 1 0.01 99.17 73880 | 1 0.01 99.18 73900 | 1 0.01 99.19 75870 | 1 0.01 99.20 76010 | 1 0.01 99.21 76580 | 1 0.01 99.22 77230 | 1 0.01 99.23 77410 | 1 0.01 99.24 77710 | 1 0.01 99.25 78680 | 1 0.01 99.26 79570 | 1 0.01 99.27 80840 | 1 0.01 99.28 81280 | 1 0.01 99.29 84890 | 1 0.01 99.30 87020 | 1 0.01 99.31 87180 | 1 0.01 99.32 87390 | 1 0.01 99.33 91170 | 1 0.01 99.34 91200 | 1 0.01 99.35 91980 | 1 0.01 99.36 94970 | 1 0.01 99.37 95880 | 1 0.01 99.38 98540 | 1 0.01 99.39 99200 | 1 0.01 99.40 99980 | 1 0.01 99.41 102100 | 1 0.01 99.42 103290 | 1 0.01 99.43 108700 | 1 0.01 99.44 111640 | 1 0.01 99.45 111770 | 1 0.01 99.46 111880 | 1 0.01 99.47 112450 | 1 0.01 99.48 114660 | 1 0.01 99.49 115360 | 1 0.01 99.50 118040 | 1 0.01 99.51 118210 | 1 0.01 99.52 118640 | 1 0.01 99.53 118960 | 1 0.01 99.54 119800 | 1 0.01 99.55 119930 | 1 0.01 99.56 120560 | 1 0.01 99.57 130570 | 1 0.01 99.58 132970 | 1 0.01 99.59 133510 | 1 0.01 99.60 134550 | 1 0.01 99.61 140230 | 1 0.01 99.62 144020 | 1 0.01 99.63 147280 | 1 0.01 99.64 147740 | 1 0.01 99.65 149010 | 1 0.01 99.66 149780 | 1 0.01 99.67 151620 | 1 0.01 99.68 152140 | 1 0.01 99.69 152410 | 1 0.01 99.70 153180 | 1 0.01 99.71 157110 | 1 0.01 99.72 157970 | 1 0.01 99.73 172330 | 1 0.01 99.74 172590 | 1 0.01 99.75 175010 | 1 0.01 99.76 177430 | 1 0.01 99.77 177510 | 1 0.01 99.78 186910 | 1 0.01 99.79 193010 | 1 0.01 99.80 203700 | 1 0.01 99.81 217080 | 1 0.01 99.82 217530 | 1 0.01 99.83 227390 | 1 0.01 99.84 260770 | 1 0.01 99.85 270130 | 1 0.01 99.86 276630 | 1 0.01 99.87 287430 | 1 0.01 99.88 295290 | 1 0.01 99.89 295830 | 1 0.01 99.90 306520 | 1 0.01 99.91 333360 | 1 0.01 99.92 341640 | 1 0.01 99.93 342350 | 1 0.01 99.94 421960 | 1 0.01 99.95 447320 | 1 0.01 99.96 536700 | 1 0.01 99.97 559250 | 1 0.01 99.98 586440 | 1 0.01 99.99 1167380 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2017